tag:blogger.com,1999:blog-69522752024-03-15T21:10:03.421-04:00vanderBLOGStuff that interests, occupies or entertains me.Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.comBlogger66125tag:blogger.com,1999:blog-6952275.post-63015556027455896052021-07-12T09:20:00.015-04:002021-10-11T20:05:20.704-04:00enhanced Google Earth Web<div>Google Earth is increasingly focused on the platform's web version (GEW), instead of the resource-intensive desktop version (GED). </div><div> </div><div>Google Earth Web (GEW) is browser based, and loads and unloads information as needed. Thus, it is lighter and much faster, and can also be used on smaller portable devices, like tablets and smartphones. However, functionality is very limited compared to the powerful desktop version. </div><div><br /></div><div>In response, we developed two approaches that offer enhanced Google Earth Web functionality: <b>GeoTrips</b> and <b>GeoExplorations. </b></div><div><b><br /></b></div><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px;"><div style="text-align: left;">Here is a 2020 10min presentation on enhancedGEW that describes GeoTrips and GeoExplorations. Updated code is below. </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px;"><div style="text-align: left;"><a href="http://resilience.earth.lsa.umich.edu/eGEW/eGEW.mp4">http://resilience.earth.lsa.umich.edu/eGEW/eGEW.mp4</a></div></blockquote><p><br /></p><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="248" src="https://www.youtube.com/embed/wunDJ8TD9f4" width="320" youtube-src-id="wunDJ8TD9f4"></iframe></div><br /><p></p><div><b>GeoTrips </b>replaces the standard info panel with a panel that supports animations, videos, StreetView, GigaPan, voice-overs, text with embedded images, linked activities and weblinks.</div><div><div><br /></div><div>eGEW-GeoTrips allows a mix of standard GEW pages and enhanced GEW pages, offering easy implementation.</div></div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://1.bp.blogspot.com/-hJxJHGcQmAk/YWBOjmrLZCI/AAAAAAAAwXA/Z3GkOtbobocoTosq0U5vDWLgmqEiHWGPwCLcBGAsYHQ/s1280/Slide4.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="720" data-original-width="1280" height="225" src="https://1.bp.blogspot.com/-hJxJHGcQmAk/YWBOjmrLZCI/AAAAAAAAwXA/Z3GkOtbobocoTosq0U5vDWLgmqEiHWGPwCLcBGAsYHQ/w400-h225/Slide4.JPG" width="400" /></a></div><div class="separator" style="clear: both; text-align: center;"><br /></div><div class="separator" style="clear: both; text-align: left;"><b>Do it yourself</b> ......<br />Add a feature with location. This feature will be edited by adding special html code. No need to know about html coding. In fact, don't change anything outside the instructions below.</div><div class="separator" style="clear: both; text-align: center;"><br /></div><div class="separator" style="clear: both; text-align: center;"><div class="separator" style="clear: both; text-align: center;"><a href="https://1.bp.blogspot.com/-BW3FarV4P6k/YWBOjjqiPoI/AAAAAAAAwW4/eSiRgv_OFBAa_odTC7s7cXU58oHunA-FgCLcBGAsYHQ/s1280/Slide2.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="720" data-original-width="1280" height="225" src="https://1.bp.blogspot.com/-BW3FarV4P6k/YWBOjjqiPoI/AAAAAAAAwW4/eSiRgv_OFBAa_odTC7s7cXU58oHunA-FgCLcBGAsYHQ/w400-h225/Slide2.JPG" width="400" /></a></div></div><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://1.bp.blogspot.com/-9g6jF7ia5Rg/YWBOjodKz2I/AAAAAAAAwW8/XQomg8PoP9IT9irEYOg5mIrb8kh6fvlXgCLcBGAsYHQ/s1280/Slide5.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="720" data-original-width="1280" height="225" src="https://1.bp.blogspot.com/-9g6jF7ia5Rg/YWBOjodKz2I/AAAAAAAAwW8/XQomg8PoP9IT9irEYOg5mIrb8kh6fvlXgCLcBGAsYHQ/w400-h225/Slide5.JPG" width="400" /></a></div><div class="separator" style="clear: both; text-align: center;"><br /></div><div class="separator" style="clear: both; text-align: left;"><b>GeoTrips example code</b> <br />Here is the html code that is inserted in a stop/feature. <br />Copy the code below in an editor, like Notepad+. Change the <span style="background-color: #fcff01;">highlighted links and captions/text</span> with your own (pictures, video, sound, text). Don't change other settings or delete links to script files. Save your file locally and copy the customized text; then paste (as plain txt) in the GEW html box. <br />Voila, you have eGEW ....</div><div class="separator" style="clear: both; text-align: left;"><br /></div><div class="separator" style="clear: both; text-align: left;"><div class="separator" style="clear: both;"><!DOCTYPE html></div><div class="separator" style="clear: both;"><html></div><div class="separator" style="clear: both;"> <head></div><div class="separator" style="clear: both;"> <meta charset="UTF-8"></div><div class="separator" style="clear: both;"> <title><span style="background-color: #fcff01;">MD fieldtrip</span></title></div><div class="separator" style="clear: both;"> <meta name="viewport" content="width=device-width, initial-scale=1.0"></div><div class="separator" style="clear: both;"> <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:100,200,300,400,500|Roboto+Slab|Material+Icons" type="text/css" /></div><div class="separator" style="clear: both;"> <link rel="stylesheet" href="https://code.getmdl.io/1.3.0/material.blue_grey-blue.min.css" /></div><div class="separator" style="clear: both;"> <link rel="stylesheet" href="https://geteach.com/gti/drp/scripts/egew.css" type="text/css" /></div><div class="separator" style="clear: both;"> </head></div><div class="separator" style="clear: both;"> <body></div><div class="separator" style="clear: both;"> <div id="container"></div><div class="separator" style="clear: both;"> <main class="panelMain"></div><div class="separator" style="clear: both;"> <div class="mediaContain"></div><div class="separator" style="clear: both;"> <div class="slideshow-container"></div><div class="separator" style="clear: both;"><!--First media in Carousel--Best Image Aspect Ratio 3:2 Replace Image Source (src) below--></div><div class="separator" style="clear: both;"> <div class="mySlides fade"></div><div class="separator" style="clear: both;"> <img class="image"src="<span style="background-color: #fcff01;">https://psgt.earth.lsa.umich.edu/MDfieldtrip/20190413_095042.jpg</span>"></div><div class="separator" style="clear: both;"> <div class="captionDiv"></div><div class="separator" style="clear: both;"> <div class="caption" ><span style="background-color: #fcff01;">Students hammering resistant, veined phyllite-quartzite unit. Source: <a href="https://psgt.earth.lsa.umich.edu/" target="_blank">PSGT</a></span></div></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"><br /></div><div class="separator" style="clear: both;"> <div class="mySlides fade"></div><div class="separator" style="clear: both;"> <img class="image" src="<span style="background-color: #fcff01;">https://psgt.earth.lsa.umich.edu/MDfieldtrip/20170408_091741.jpg</span>" /></div><div class="separator" style="clear: both;"> <div class="captionDiv"></div><div class="separator" style="clear: both;"> <div class="caption"><span style="background-color: #fcff01;">Refolded folds in veined phyllitic greywacke. Source: <a href="https://psgt.earth.lsa.umich.edu/" target="_blank">PSGT</a></span></div></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"><br /></div><div class="separator" style="clear: both;"> <div class="mySlides fade"></div><div class="separator" style="clear: both;"> <img class="image" src="<span style="background-color: #fcff01;">https://psgt.earth.lsa.umich.edu/MDfieldtrip/2-1.jpg</span>" /></div><div class="separator" style="clear: both;"> <div class="captionDiv"></div><div class="separator" style="clear: both;"> <div class="caption"><span style="background-color: #fcff01;">Geologic Map around Stop 2-1. Source: <a href="https://www.usgs.gov/products/maps/geologic-maps" target="_blank">USGS</a></span></div></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"><br /></div><div class="separator" style="clear: both;"><!--Second media in Carousel--# the name of anchor link to match the id ex. 1 for name and Video1 for video id--replace video source (src) mp4 and poster image below--></div><div class="separator" style="clear: both;"><div class="separator" style="clear: both;"> <div class="mySlides fade"></div><div class="separator" style="clear: both;"> <a href="#" name="1" class="playPauseVideoClass"></div><div class="separator" style="clear: both;"> <video class="videoMedia" id="video1" width="480" height="270" poster="<span style="background-color: #fcff01;">https://psgt.earth.lsa.umich.edu/MDfieldtrip/maryland.jpg</span>"></div><div class="separator" style="clear: both;"> <source src="<span style="background-color: #fcff01;">https://psgt.earth.lsa.umich.edu/MDfieldtrip/maryland.mp4</span>" type="video/mp4"></div><div class="separator" style="clear: both;"> Your browser does not support the video tag.</div><div class="separator" style="clear: both;"> </video></div><div class="separator" style="clear: both;"> <div class="playoverlay" style="display:block;"></div></div><div class="separator" style="clear: both;"> <span class="mediaIcon mdl-button mdl-button--icon mdl-js-button"></div><div class="separator" style="clear: both;"> <i class="material-icons">pause</i></div><div class="separator" style="clear: both;"> </span></div><div class="separator" style="clear: both;"> </a></div><div class="separator" style="clear: both;"> <!--Second media caption--progress bar, start-time, end-time ids must match/add the anchor number from above ex. progressbar1, start-time1, end-time1--></div><div class="separator" style="clear: both;"> <div class="captionDiv" style="padding:0"></div><div class="separator" style="clear: both;"> <div id ="progressbar1" class ="mdl-progress mdl-js-progress progressbar"></div></div><div class="separator" style="clear: both;"> <div id="counter" class="counter"></div><div class="separator" style="clear: both;"> <div id="start-time1" class="start"><span style="background-color: #fcff01;">00:00</span></div></div><div class="separator" style="clear: both;"> <div class="captionVideo"><span style="background-color: #fcff01;">Video of </span><span style="background-color: #fcff01;">Maryland USA</span></div></div><div class="separator" style="clear: both;"> <div id="end-time1" class="end"><span style="background-color: #fcff01;">2:32</span></div></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"> </div></div><div> </div></div><div class="separator" style="clear: both;"><!--Third media in Carousel--# the name of anchor link to match the id ex. 2 for name and Video2 for video id--replace mp4 and poster image below--></div><div class="separator" style="clear: both;"><!--name="x" replace name="2" then add the number 2 to video id...replace to video (id="video2") in video tag--></div><div class="separator" style="clear: both;"><!--Third media caption--progress bar, start-time, end-time ids must match/add the anchor number from above ex. progressbar2, start-time2, end-time2--></div><div class="separator" style="clear: both;"><br /></div><div class="separator" style="clear: both;"> <a class="prev minusSlidesClass">&#10094;</a></div><div class="separator" style="clear: both;"> <a class="next plusSlidesClass">&#10095;</a></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"> <div class="content" id="content"></div><div class="separator" style="clear: both;"><!--Replace title text between div--></div><div class="separator" style="clear: both;"> <div class="title"></div><div class="separator" style="clear: both;"> <span style="background-color: #fcff01;">Stop 2-1: Gambrill Park overlook</span></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"><!--Replace mp3 or m4a source (src="youraudio.mp3")--></div><div class="separator" style="clear: both;"> <audio id="audioI" style="display:none" ></div><div class="separator" style="clear: both;"> <source src="<span style="background-color: #fcff01;">https://psgt.earth.lsa.umich.edu/MDfieldtrip/voice.m4a</span>" type="audio/mpeg"></div><div class="separator" style="clear: both;"> Your browser does not support the audio tag.</div><div class="separator" style="clear: both;"> </audio></div><div class="separator" style="clear: both;"> <span class="mdl-chip mdl-chip--contact audioPlay" style="width:85px;margin-left: 8px;"></div><div class="separator" style="clear: both;"> <span class="mdl-chip__contact mdl-color-text--white" style="margin-right: 5px;"id="playIcon"><i class="material-icons">play_arrow</i></span></div><div class="separator" style="clear: both;"> <span class="mdl-chip__text" id="playButton">Play</span></div><div class="separator" style="clear: both;"> </span></div><div class="separator" style="clear: both;"><!--Replace text for description--Every <p> needs to have a class="text"--Any html works--></div><div class="separator" style="clear: both;"> <div class="description"></div><div class="separator" style="clear: both;"> <p class="text"><span style="background-color: #fcff01;">Stop 2-1 is the overlook at High Knob in Gambrill State Park, which is on the eastern limb of the Blue Ridge anticlinorium. Looking to the west, we can get a good feel for the structure and physiography of the anticlinorium. Exposed at the crest and eastern flank of the ridge are the resistant rocks of the Lower Cambrian Loudoun and Weverton Formations. On the western flank is the Late Precambrian Catoctin Formation consisting of greenstones and greenschists (or phyllites). The protoliths of these rocks are basalts, volcanogenic sediments, and volcanic ash deposits. Several phases of folding can be seen at High Knob. Evidence lies in the multiple cleavages and lineations. This is an excellent locality to see overprinting relations of several generations of structural fabrics.</p></span></div><div class="separator" style="clear: both;"><span style="background-color: white;"> <p class="text"></span><span style="background-color: #fcff01;">Looking to the west, we can get a good feel for the structure and physiography of the anticlinorium. Exposed at the crest and eastern flank of the ridge are the resistant rocks of the Lower Cambrian Loudoun and Weverton Formations. On the western flank is the Late Precambrian Catoctin Formation consisting of greenstones and greenschists (or phyllites). The protoliths of these rocks are basalts, volcanogenic sediments, and volcanic ash deposits. Several phases of folding can be seen at High Knob. Evidence lies in the multiple cleavages and lineations. This is an excellent locality to see overprinting relations of several generations of structural fabrics.</span></p></div><div class="separator" style="clear: both;"> <p><span style="background-color: #fcff01;"><img src="https://psgt.earth.lsa.umich.edu/MDfieldtrip/MDlegendText.jpg" width="400" /></span></p></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"><!--Best image height for footer is 24px with a max-width of 145px--></div><div class="separator" style="clear: both;"><!--If you don't want the footer delete the <a href .... /a> html within the logoLeft/LogoRight Div--></div><div class="separator" style="clear: both;"> <div class="footer"></div><div class="separator" style="clear: both;"> <div class="logoLeft"></div><div class="separator" style="clear: both;"> <a href="<span style="background-color: #fcff01;">mailto:vdpluijm@umich.edu?subject=Email from GEW-MDfieldtrip" target="_blank</span>"></a></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"> <div class="logoRight" style="display:none"></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"> </main></div><div class="separator" style="clear: both;"> </div></div><div class="separator" style="clear: both;"> </body></div><div class="separator" style="clear: both;"> <script src="https://geteach.com/gti/drp/scripts/egew0621.js"></script></div><div class="separator" style="clear: both;"> <script defer src="https://code.getmdl.io/1.3.0/material.min.js"></script></div><div class="separator" style="clear: both;"></html></div></div><div class="separator" style="clear: both; text-align: center;"><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://1.bp.blogspot.com/-E0nR6pE3Who/YWBQ9bD3VDI/AAAAAAAAwX4/ZPWzI4qaNK449UfZ75YGxzF0nCnosWj6QCLcBGAsYHQ/s1536/Slide5.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="959" data-original-width="1536" height="250" src="https://1.bp.blogspot.com/-E0nR6pE3Who/YWBQ9bD3VDI/AAAAAAAAwX4/ZPWzI4qaNK449UfZ75YGxzF0nCnosWj6QCLcBGAsYHQ/w400-h250/Slide5.JPG" width="400" /></a></div><div class="separator" style="clear: both; text-align: left;"><br /></div><div class="separator" style="clear: both; text-align: left;"><b>GeoExplorations </b>adds globe overlays for points, lines, polygons and images with embedded information and hotlinks</div><div class="separator" style="clear: both;"><br /></div><div class="separator" style="clear: both;">Georeferenced point overlays (like real-time earthquakes), line/text overlays (like plate boundaries) and image overlays (like geologic maps) can be used. Also, locations on hotlinked overlays or a specific points can be queried and link to more detailed information </div><div class="separator" style="clear: both;"><br /></div><div class="separator" style="clear: both;">Because GEW’s globe layer is affected, GeoExplorations requires that all pages in a module are similarly modified, so it is a more involved application that requires additional planning. Details will be posted at a future time. Try these examples in the meantime.</div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://1.bp.blogspot.com/-klRhKzTOsDs/YWBQYM-XhmI/AAAAAAAAwXo/-aRwLzTwacUA3UdFR8H2tADdSyg5HJRyQCLcBGAsYHQ/s1536/Slide6.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="959" data-original-width="1536" height="250" src="https://1.bp.blogspot.com/-klRhKzTOsDs/YWBQYM-XhmI/AAAAAAAAwXo/-aRwLzTwacUA3UdFR8H2tADdSyg5HJRyQCLcBGAsYHQ/w400-h250/Slide6.JPG" width="400" /></a></div><div class="separator" style="clear: both; text-align: center;"><br /></div><div class="separator" style="clear: both; text-align: center;"><div class="separator" style="clear: both; text-align: center;"><a href="https://1.bp.blogspot.com/-rupsEtx6M64/YWBQYLShfNI/AAAAAAAAwXg/h0f_NGAfLAMzFhZeqzy4jS0x6T6ijv_mACLcBGAsYHQ/s1536/Slide7.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="959" data-original-width="1536" height="250" src="https://1.bp.blogspot.com/-rupsEtx6M64/YWBQYLShfNI/AAAAAAAAwXg/h0f_NGAfLAMzFhZeqzy4jS0x6T6ijv_mACLcBGAsYHQ/w400-h250/Slide7.JPG" width="400" /></a></div><br /></div><div class="separator" style="clear: both; text-align: center;"><br /></div>Latest update: 8 October 8 2021<br /><div class="separator" style="clear: both; text-align: center;"><br /><div class="separator" style="clear: both; text-align: center;"><br /></div></div><br /><br /><div class="separator" style="clear: both; text-align: center;"><br /></div><br /><br /><div><br /></div>Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-4655722500339439932020-08-06T10:06:00.001-04:002020-08-06T11:24:37.699-04:00vanderTrick: Annotate PowerPoint slides 2 - the DOC wayI went to various lengths to produce PowerPoint handouts that can be online annotated by users. This is particularly useful in large classes and in support of online presentations. <div>Earlier I went the PDF way, but there is a much, much easier way inside PowerPoint: <b>create a Doc handout</b>.<div><br /></div><div>In PowerPoint, select >Export, then >Create Handouts:</div><div><br /></div><div style="text-align: center;"><img alt="" height="341" src="data:image/png;base64,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" width="478" /></div><div><br /></div><div>Then select Layout, with or without notes:</div><div><br /></div><div style="text-align: center;"><img alt="" src="data:image/png;base64,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" /></div><div><br /></div><div>I don't want to include my personal notes and I don't like the "blank lines", which are annoying underlines that are useful for printout, but clog online annotation.</div><div><br /></div><div>So, select the 2nd or 4th option, depending on legibility of the slides (best served by "Blank lines below slides"), and do a Replace <u>A</u>ll in MS Word. Find what [_] and Replace with [blank space]:</div><div><br /></div><div style="text-align: center;"><img alt="" height="179" src="data:image/png;base64,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" width="443" /></div><div><br /></div><div>Voila ...</div><div><br /></div><div style="text-align: center;"><img alt="" height="473" 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" width="435" /></div><div style="text-align: center;"><br /></div><div><br /></div></div>Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-8208771354851001262020-08-03T15:22:00.002-04:002020-08-03T15:24:32.386-04:00Podcast: Developing Engaging and Health-Informed Learning Environments<div><br /></div><div>In this episode of Michigan Minds, Ben van der Pluijm, Bruce R. Clark Collegiate Professor of Geology and Professor of the Environment at the University of Michigan, discusses how he plans to develop a dynamic and engaging learning environment for his students during the public health-informed semester this fall, which will feature a hybrid approach to education.</div><div><br /></div><div>"It's about partnering."</div><div><br /></div><div><iframe allow="autoplay" frameborder="0" height="110px" src="https://player.acast.com/michigan-minds/episodes/maize-blueprinmaize-blueprint-developing-engaging-and-health" width="100%"></iframe>
</div><div><br /></div><div><a href="https://shows.acast.com/michigan-minds/episodes/maize-blueprinmaize-blueprint-developing-engaging-and-health">https://shows.acast.com/michigan-minds/episodes/maize-blueprinmaize-blueprint-developing-engaging-and-health</a></div><div><br /></div><div>August 2020</div><div><br /></div><div><br /></div>Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-5632147808017495502020-07-24T12:33:00.000-04:002020-07-24T12:33:15.295-04:00Seismic noise from humans at a record low due to COVID-19 lockdown rules<div><p style="box-sizing: border-box; font-family: Lato, "Helvetica Neue", Helvetica, Helvetica, Arial, sans-serif; font-size: 1.125em; letter-spacing: 0.08px; line-height: 1.75em; margin: 0px 0px 1.5625rem; padding: 0px; text-rendering: optimizelegibility; word-spacing: 0.4px;"><font color="#3d3d3d">A seismometer is a device that’s usually used to measure earthquakes using vibrations in the earth. But recently, researchers have been using them to measure human movement. </font><font color="#000000"> A <a href="https://science.sciencemag.org/content/early/2020/07/22/science.abd2438" target="_blank">global study</a> published in this week's Science </font><font color="#3d3d3d">shows that seismic noise is at an all time low, as a result of COVID-19 related lockdowns.</font></p><div class="separator" style="clear: both; text-align: center;"><a href="https://1.bp.blogspot.com/-GFRZMa63MA0/XxsM6rIFN8I/AAAAAAAAtzQ/Cw7f5NbRmGc0xa6tyXWmBFY_eF2sQzmNQCLcBGAsYHQ/s1024/ben_van_der_pluijm.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="683" data-original-width="1024" src="https://1.bp.blogspot.com/-GFRZMa63MA0/XxsM6rIFN8I/AAAAAAAAtzQ/Cw7f5NbRmGc0xa6tyXWmBFY_eF2sQzmNQCLcBGAsYHQ/s320/ben_van_der_pluijm.jpg" width="320" /></a></div><div class="separator" style="clear: both; text-align: center;"><br /></div><p dir="ltr" style="box-sizing: border-box; color: #3d3d3d; font-family: Lato, "Helvetica Neue", Helvetica, Helvetica, Arial, sans-serif; font-size: 1.125em; letter-spacing: 0.08px; line-height: 1.75em; margin: 0px 0px 1.5625rem; padding: 0px; text-rendering: optimizelegibility; word-spacing: 0.4px;">The study takes data from researchers from all over the world. Human activity produces vibrations as we move around, creating “a near-continuous signal especially on seismometers in urban environments.” Human influence on seismometers reflects “a wide variety of activities happening at different times and places at or near the Earth’s surface.” According to the study, the entire world has seen a months-long reduction in seismic noise of 50%, the longest such period on record.</p><p dir="ltr" style="box-sizing: border-box; color: #3d3d3d; font-family: Lato, "Helvetica Neue", Helvetica, Helvetica, Arial, sans-serif; font-size: 1.125em; letter-spacing: 0.08px; line-height: 1.75em; margin: 0px 0px 1.5625rem; padding: 0px; text-rendering: optimizelegibility; word-spacing: 0.4px;">Ben van der Pluijm is a geologist at the University of Michigan. He says anthropogenic noise, or human-produced noise, has always been a component in measuring data from seismometers.</p><p dir="ltr" style="box-sizing: border-box; color: #3d3d3d; font-family: Lato, "Helvetica Neue", Helvetica, Helvetica, Arial, sans-serif; font-size: 1.125em; letter-spacing: 0.08px; line-height: 1.75em; margin: 0px 0px 1.5625rem; padding: 0px; text-rendering: optimizelegibility; word-spacing: 0.4px;">“We’ve always known there’s a significant component of ‘societal noise,’ as I like to call it. But we’ve never had an experiment whereby we could see what it was like without that noise. This gave us an opportunity to see now really, what is the contribution of society on the measurements we have on our equipment, but also allowed us to fine tune what kind of noises we have," he said. "It works both ways, we could also see whether people were actually following the rules.”</p><p dir="ltr" style="box-sizing: border-box; color: #3d3d3d; font-family: Lato, "Helvetica Neue", Helvetica, Helvetica, Arial, sans-serif; font-size: 1.125em; letter-spacing: 0.08px; line-height: 1.75em; margin: 0px 0px 1.5625rem; padding: 0px; text-rendering: optimizelegibility; word-spacing: 0.4px;">Van der Pluijm installed seismometers in Michigan Stadium and in his office building on central campus in Ann Arbor back in 2018. He was able to see the change in noise after Governor Gretchen Whitmer issued her "stay at home order" back in March.</p><p dir="ltr" style="box-sizing: border-box; color: #3d3d3d; font-family: Lato, "Helvetica Neue", Helvetica, Helvetica, Arial, sans-serif; font-size: 1.125em; letter-spacing: 0.08px; line-height: 1.75em; margin: 0px 0px 1.5625rem; padding: 0px; text-rendering: optimizelegibility; word-spacing: 0.4px;">“The unit that’s located in Michigan Stadium only saw maybe about a 30% reduction, whereas the unit that was stationed on Central Campus where buildings were vacated and people were no longer at all moving around saw more than 50% reduction.”</p><p dir="ltr" style="box-sizing: border-box; color: #3d3d3d; font-family: Lato, "Helvetica Neue", Helvetica, Helvetica, Arial, sans-serif; font-size: 1.125em; letter-spacing: 0.08px; line-height: 1.75em; margin: 0px 0px 1.5625rem; padding: 0px; text-rendering: optimizelegibility; word-spacing: 0.4px;">He says the reduction on campus was larger than the stadium probably because Michigan Stadium is located at the intersection of two fairly busy roads.</p><p dir="ltr" style="box-sizing: border-box; color: #3d3d3d; font-family: Lato, "Helvetica Neue", Helvetica, Helvetica, Arial, sans-serif; font-size: 1.125em; letter-spacing: 0.08px; line-height: 1.75em; margin: 0px 0px 1.5625rem; padding: 0px; text-rendering: optimizelegibility; word-spacing: 0.4px;">“We don’t have any units that showed zero noise, by the way. There is always noise. Industry, and there’s always transportation, but a reduction of more than 50% is quite remarkable.”</p><p dir="ltr" style="box-sizing: border-box; color: #3d3d3d; font-family: Lato, "Helvetica Neue", Helvetica, Helvetica, Arial, sans-serif; font-size: 1.125em; letter-spacing: 0.08px; line-height: 1.75em; margin: 0px 0px 1.5625rem; padding: 0px; text-rendering: optimizelegibility; word-spacing: 0.4px;">Van der Pluijm says as lockdown rules are lifted, he has been able to see seismic noise tick back up on his equipment.</p><p dir="ltr" style="box-sizing: border-box; color: #3d3d3d; font-family: Lato, "Helvetica Neue", Helvetica, Helvetica, Arial, sans-serif; font-size: 1.125em; letter-spacing: 0.08px; line-height: 1.75em; margin: 0px 0px 1.5625rem; padding: 0px; text-rendering: optimizelegibility; word-spacing: 0.4px;">“It was a unique situation because we’ve never been able to turn off society.”</p></div>By CAROLINE LLANES, Michigan Radio<div><a href="https://www.michiganradio.org/post/seismic-noise-humans-record-low-due-covid-19-lockdown-rules">https://www.michiganradio.org/post/seismic-noise-humans-record-low-due-covid-19-lockdown-rules</a></div><div><br /></div><div><div>Global quieting of high-frequency seismic noise due to COVID-19 pandemic lockdown measures.</div><div>Lecocq et al., Science, 23 Jul 2020; DOI: 10.1126/science.abd2438</div></div>Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-51522531304278284872020-05-01T17:25:00.007-04:002021-10-11T19:52:32.626-04:00eGEW-GeoTrips: Enhanced GoogleEarthWeb virtual fieldtrips with image, video, hotlinks and voice<h2 style="text-align: left;">Alert: Google suddenly (May 2021) disallowed html use of the 'onclick' function in Google Earth Web, so our code had to be adjusted accordingly. Google has since reversed this change, but we nonetheless use the new, robust code in the lastest blog (October 2021)</h2><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on">In support of this spring and summer's new normal where field trips have become virtual and toward course-based geology explorations, we developed an enhanced <i>Google Earth Web</i> environment, using my Maryland Appalachians fieldtrip as an example.</div><div style="text-align: left;" trbidi="on"><blockquote>
Here is a 10min presentation on enhancedGEW that describes GeoTrips and GeoExplorations. The latter adds globe overlay functionality: <a href="http://resilience.earth.lsa.umich.edu/eGEW/eGEW.mp4">http://resilience.earth.lsa.umich.edu/eGEW/eGEW.mp4</a></blockquote><a href="http://resilience.earth.lsa.umich.edu/eGEW/eGEW.mp4"></a></div><div dir="ltr" style="text-align: left;" trbidi="on">Whereas based on it, this not standard Google Earth Web, as that only allows limited images and text add-on to the navigation environment, nor is eGEW a local resource intensive Google Earth desktop application. Instead, eGEW-GeoTrips runs from the web on any desktop, tablet or phone using your browser. It offers greatly enhanced GEW functionality, with files loaded from the web (public html server) as needed, so no local files or programs are necessary.<br />
<br />
<div style="text-align: center;">
<a href="https://1.bp.blogspot.com/-1STZiSggaM0/XqyOV1uMLUI/AAAAAAAAtWk/0tOZjHA7SnEPgvgYVpLF6Ot4Vl_Ns9p1gCLcBGAsYHQ/s1600/GEWgeotrip.jpg"><img border="0" src="https://1.bp.blogspot.com/-1STZiSggaM0/XqyOV1uMLUI/AAAAAAAAtWk/0tOZjHA7SnEPgvgYVpLF6Ot4Vl_Ns9p1gCLcBGAsYHQ/s400/GEWgeotrip.jpg" /></a></div>
<br />
<div style="text-align: center;">
<a href="https://l.facebook.com/l.php?u=https%3A%2F%2Fdrive.google.com%2Fopen%3Fid%3D1zD7zbtiiEBG264G8Ff_gN5RvmULfVdHR%26usp%3Dsharing%26fbclid%3DIwAR0bYlmR4oo_T3XC2QETGrYWQqf7Ug294-QKo5LDKAeY33N4y-MSm1dmhiE&h=AT09owDoVCKwB7luVUudfmRqKfJHLSlYcGjGBj55cc9XACTu684_DnQwQmxct7icztPzWazLjlQGDcL_Ttaw6Hh0OGJrf5YLWp0w3Xwv7EYQ9QGLU6PICpGdYo2Nit3h&__tn__=-UK-R&c[0]=AT2ODKYCIrPGApdZfhHyMSI5yGkOdoiRVyMZOGcNkBAPCtMtM2Sh4RBBmBhfdZxOq_d04GED42KjYz2Vzz0TI4uzyuEh9eJ71oJef8YjLeH9HHoYE0BbVXjJmYv762dAQoMfI0Nyzny1jnjg-yzMog" target="_blank">https://drive.google.com/open?id=1zD7zbtiiEBG264G8Ff_gN5RvmULfVdHR&usp=sharing</a></div>
<div style="text-align: center;">
Click on <Present> to start.</div>
<br />
The brains of the project is Josh Williams (@geteach), who wrote GEW templates that replace the default GEW that Google supplies. eGEW allows images, video, StreetView, GigaPan, hotlinks and voice narration in a single Info Panel of FullScreen and NewFeature, while retaining the cool navigation of Google Earth (including StreetView).<br />
<br />
Replace the example links to public webserver-based image, video and voice files, and don't otherwise touch the html code. Copy and paste in GEW, and voila...<br />
<div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql ii04i59q" style="margin: 0.5em 0px 0px; overflow-wrap: break-word;">
<div dir="auto">
<div style="background-color: white; color: #050505; font-family: inherit; font-size: 15px; white-space: pre-wrap;">
</div>
<h3 style="text-align: center;">
eGEW-GeoTrips: New Feature/Add Placemark and FullScreen Templates </h3>
<span style="background-color: white;">Codes by Josh Williams (@geteach) </span><br />
<span style="background-color: white;">Applications by Ben van der Pluijm (@vdpluijm) </span><br /><br />
<h4><font color="#b51200">
New Feature - Instructions</font> </h4>
<span style="background-color: white;">Change </span><span style="background-color: yellow;">highlighted </span><span style="background-color: yellow;">parts </span><span style="background-color: white;">with links to your own pics, video, audio and text (where code is highlighted only).
Copy and paste (no formatting) in the New Feature text box after “Switch to HTML” under More Actions (overwrite anyhting in the box). Select "Large Info Box" option. Instructions to replace the Full Screen panel with added functionality are slightly different (also below).</span><br />
<span style="background-color: white;"><br /></span>
<span style="background-color: white;">Rename the <i>CarouselVideoAudioTemplate.html</i> file for each New Feature (for example "Stop2-4-folds.html") and make changes with a text editor (like Notebook). Save as .html file in text editor (not Word formatted .docx file) </span><br />
<span style="background-color: white;"><br /></span>
<span style="background-color: white;">Note: You will find the original templates and explanations by Josh Williams on GitHub: <a href="https://github.com/geteach/geteachGeology">https://github.com/geteach/geteachGeology</a>. The file below is slightly modified.</span></div><div dir="auto"><span style="background-color: white;"><br /></span></div><div dir="auto">
<div style="background-color: white;">
<span face=""segoe ui historic", "segoe ui", helvetica, arial, sans-serif" style="color: #050505;"><span style="font-size: 15px; white-space: pre-wrap;">----------------------------------------------</span></span></div>
<div style="background-color: white;">
</div>
<div class="MsoNormal" style="background-color: white;">to be added</div><div class="MsoNormal" style="background-color: white;">
---------------------------------</div>
<h4 style="text-align: left;"><font color="#b51200">
Full Screen - Instructions </font></h4>
<span style="background-color: white;">Change </span><span style="background-color: yellow;">highlighted parts</span><span style="background-color: white;"> with links to your own pics, video, audio and text (where highlighted only). Copy and paste (no formatting) in the New Feature text box after “Switch to HTML” under More Actions (empty the box) and use "Large Info Panel". </span><br />
<span style="background-color: white;"><br /></span><span style="background-color: white;">Rename the <i>FullScreenTemplate.html</i> file for each Full Screen (for example stop Geology.html) and make changes in text editor (like Notebook). Save as .html file in a text editor (not Word formatted .docx file) </span><br />
<span style="background-color: white;"><br /></span><span style="background-color: white;">Note: You will find the original templates and explanations by Josh Williams on GitHub: <a href="https://github.com/geteach/geteachGeology">https://github.com/geteach/geteachGeology</a>. The file below is slightly modified.</span><br />
<span style="background-color: white;"><br /></span>---------------------------<br />
<div class="MsoNormal">to be added</div>
<span style="background-color: white;">--------------------<br /></span>
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<div style="background-color: white;">
</div>
</div>
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</div>
Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com1tag:blogger.com,1999:blog-6952275.post-10322224899478278522020-02-20T09:10:00.000-05:002020-02-20T09:47:45.586-05:00All Together Now: Reflecting on Earth’s Future’s Formative Years<div dir="ltr" style="text-align: left;" trbidi="on">
A little over six years ago I took the reins of AGU’s then-new journal <a href="https://agupubs.onlinelibrary.wiley.com/journal/23284277">Earth’s Future</a>. The AGU committee that appointed me as Editor in Chief told me to make the journal matter to a broad swath of the geosciences community, to serve the public debate about our shared future, and not to screw up AGU’s venture into open-access publishing. With that rousing endorsement, a dozen papers in the hopper, and a small team of newly minted editors, we embarked on that journey in late 2013. We set the stage in an Editorial, <a href="https://doi.org/10.1002/2013EF000221">Earth's Future: Navigating the science of the Anthropocene</a>.<br />
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<div class="separator" style="clear: both; text-align: center;">
<a href="https://1.bp.blogspot.com/-cqA0MU4A-xk/Xk6SY8bYjuI/AAAAAAAAtEQ/0UzC7iGnqsQ2t_Zr2QpKzdIFMoRkHw2rACLcBGAsYHQ/s1600/EF-Dec-2019-cover-imge-sized-for-Eos-800x600.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="600" data-original-width="800" height="240" src="https://1.bp.blogspot.com/-cqA0MU4A-xk/Xk6SY8bYjuI/AAAAAAAAtEQ/0UzC7iGnqsQ2t_Zr2QpKzdIFMoRkHw2rACLcBGAsYHQ/s320/EF-Dec-2019-cover-imge-sized-for-Eos-800x600.jpg" width="320" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<span style="font-size: x-small;"><span style="background-color: white; color: #1a1a1a; font-family: , "arial narrow" , "arial" , sans-serif;">Image compilation from the </span><a href="https://agupubs.onlinelibrary.wiley.com/journal/23284277" rel="noopener noreferrer" style="background: 0px 0px rgb(255, 255, 255); border: 0px; box-sizing: border-box; color: #d67b0f; font-family: proxima-nova-alt-condensed, "Arial Narrow", Arial, sans-serif; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; line-height: inherit; margin: 0px; padding: 0px; text-align: start; text-decoration-line: none; transition: color 0.5s linear 0s; vertical-align: baseline;" target="blank">December 2019 issue of <em style="border: 0px; box-sizing: border-box; font-stretch: inherit; font-variant: inherit; line-height: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Earth’s Future</em></a><span style="background-color: white; color: #1a1a1a; font-family: , "arial narrow" , "arial" , sans-serif;">. C<br />lockwise from top: Subbotina/Depositphotos, YuliyaKirayonakBO/Depositphotos, <br />Syda_Productions/Depositphotos, Kesu01/ Depositphotos</span></span></div>
<br />
Earth’s Future is a transdisciplinary science journal that examines the state of the planet and its inhabitants, resilient societies, sustainability, and predictions of our future. It assesses the challenges and opportunities of an era marked by human domination of Earth’s environment, resources and ecosystems. Recognizing Earth as an interconnected and evolving system, publications inform researchers, policy makers and the public on the science of the Anthropocene.<br />
<br />
Our first few years saw limited submissions, as expected, because the journal was new and untried, and used the open-access model for publication—the author pays. Several outstanding publications quickly left a mark, however. We published pioneering papers on climate warming, sea-level rise, ocean plastics, fossil-fuel power plant emissions, food, coastal inundation and water sustainability challenges, cementing the goals, scope and values of the journal. Only modest AGU/Wiley charges helped to convince authors to adopt the open-access publication model for their research outcomes.<br />
<br />
In addition to traditional scientific papers, we encouraged a novel type of short- and long-form scientific commentaries offering perspectives based on data analysis, distinguishing them from opinion pieces in newspapers, magazines and blogs. Dozens of these vignettes were published, focusing on the challenges and responsibilities of modern human society, and serving the need for authoritative insights for a broad audience.<br />
<br />
Recognizing that societal resilience is underrepresented in the scientific debate, we encouraged articles that deal with the immediate impacts of environmental change; for example, Toward a Resilient Global Society: Air, Sea Level, Earthquakes, and Weather.<br />
We also decided to be open to publishing papers on controversial science and solutions, such as solar radiation management and carbon dioxide removal, and raised the alarm about underreported challenges, such as nuisance flooding, and the compound impact of cascading hazards.<br />
<br />
Many of these publications were able to catch the public eye, including front-page coverage in major news outlets.<br />
<br />
The quality of early publications quickly grew the reputation and impact of the journal, and, after only a few years, we were receiving more than 250 papers per year. The evaluation of submissions benefits from excellent reviews and critical assessment by a small team of informed Editors (we chose not have Associate Editors on our Editorial Board), resulting in an average paper acceptance rate of about 40%.<br />
<br />
The reach of Earth’s Future papers is quantitatively measured by journal citations, which have similarly been growing. By late 2019, the journal had published more than 400 papers since its launch and had a two-year impact factor of 5.8. These metrics place the journal in the elite upper 10% of peer publications.<br />
<br />
An equally important measure of impact is reference to published papers in the media, both professional and social, which is tracked by Altmetric scores. Postings about scientific studies on Twitter, Facebook and blogs, reach engaged citizens and reporters, as well as the scientific community, and really have a positive knock-on effect on the journal. Likewise, press releases by the authors’ institution or by AGU’s press team have furthered the visibility of many studies.<br />
<br />
I have passed the Editor in Chief baton into the steady hands of Amir Aghakouchak, who has been part of the journal’s editorial team. AGU’s Council provided a framework for the journal when it started in 2013. We evolved its vision and the journal’s future under new management is bright.<br />
<br />
I wish to thank my fellow Editors, AGU staff, our amazing authors, and committed reviewers for enabling a rewarding personal journey and making Earth’s Future a leading voice in support of today’s debates about our planet and our future. Its scientific contributions will continue to move the public conversation, promote informed decision-making and encourage urgent actions, as we continue through the Early Anthropocene.<br />
<br />
—Ben van der Pluijm (vdpluijm@umich.edu), University of Michigan<br />
<br />
Citation: <a href="https://eos.org/editors-vox/all-together-now-reflecting-on-earths-futures-formative-years">van der Pluijm, B. (2020), All together now: Reflecting on Earth’s Future’s formative years, Eos, 101, https://doi.org/10.1029/2020EO140395</a>. Published on 20 February 2020.</div>
Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-36223109843655986602020-02-04T12:39:00.003-05:002020-02-05T11:31:41.439-05:00vanderTrick: Create a rotating globe image<div dir="ltr" style="text-align: left;" trbidi="on">
<br />
Working on a series of plate tectonics vignettes, I went looking for a quick and easy way to create a rotational globe from an existing flat map.<br />
An easy way is with the free software <b>Gimp</b>, at <a href="https://www.gimp.org/">https://www.gimp.org/</a>. It automates all the steps and offers multiple editing and visualization options after only minimal setup (see step 1).<br />
<br />
Step 1: Square the image, otherwise you get an oval "globe".<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://1.bp.blogspot.com/-pzYU4d3zS_E/WEV9y9N1vaI/AAAAAAAAkSY/j9e2isfTyaw2cWw_zyAYldB0p-twx11FACLcB/s1600/Map43a%2BTriassic-Jurassic%2BBoundary_200_square.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://1.bp.blogspot.com/-pzYU4d3zS_E/WEV9y9N1vaI/AAAAAAAAkSY/j9e2isfTyaw2cWw_zyAYldB0p-twx11FACLcB/s200/Map43a%2BTriassic-Jurassic%2BBoundary_200_square.jpg" width="200" /></a></div>
<span id="goog_847725081"></span><span id="goog_847725082"></span><br />
Step 2: Edit image (like colors) as desired.<br />
Step 3: Filters > Animation > Spinning Globe ...<br />
Step 4: Select number of frames (more is slower, smoother rotation)<br />
Step 5: Export as GIF (as animation loop)<br />
Voila ...<br />
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<a href="https://1.bp.blogspot.com/-CUjXyD66TJE/Xjmqms6qS5I/AAAAAAAAtCE/lOkXOlSE7cQgQPpICTx6O9WtlUPxRcCkQCLcBGAsYHQ/s1600/Untitled.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="163" data-original-width="163" src="https://1.bp.blogspot.com/-CUjXyD66TJE/Xjmqms6qS5I/AAAAAAAAtCE/lOkXOlSE7cQgQPpICTx6O9WtlUPxRcCkQCLcBGAsYHQ/s1600/Untitled.gif" /></a></div>
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-26184360230752895032020-02-04T10:37:00.000-05:002020-02-04T11:38:34.483-05:00#ClimateTwitter Chronicles<div dir="ltr" style="text-align: left;" trbidi="on">
Is it worth to engage climate science deniers on Twitter?<br />
Don't know, but having a little fun with it.<br />
<br />
<b>Tweet:</b><br />
<span style="background-color: white; color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif; white-space: pre-wrap;">CO2 concentration in Earth’s atmosphere to the nearest hundredth of one percent:
1990: 0.04%
1995: 0.04%
2000: 0.04%
2005: 0.04%
2010: 0.04%
2015: 0.04%
2020: 0.04%</span><br />
<span style="background-color: white; color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif; white-space: pre-wrap;"><br /></span>
<span style="background-color: white; color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif; white-space: pre-wrap;"><b>My responses:</b></span><br />
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;">The #Coronavirus is vanishingly small compared to the size of your body, 0.00% using your cutoff. Yet, you become quite sick and may even die from getting one.</span></span><br />
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;"><br /></span></span>
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;">Yes, you are confused. </span></span><br />
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;">CO2 concentration is small, so measured per million; not per 100, not per 1000, not per 10,000. Per 1,000,000 (today 414 ppm). </span></span><br />
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;">You are 0.00% of the world's population, yet you exist and matter.</span></span><br />
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;"><br /></span></span>
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;">Last one. Game over. </span></span><br />
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif; white-space: pre-wrap;">CO2 concentration in Earth’s atmosphere to the nearest tenth of one percent:</span><br />
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;">1990: 0.0%</span></span><br />
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;">1995: 0.0%</span></span><br />
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;">2000: 0.0%</span></span><br />
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;">2005: 0.0%</span></span><br />
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;">2010: 0.0%</span></span><br />
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;">2015: 0.0%</span></span><br />
<span style="color: #14171a; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif;"><span style="white-space: pre-wrap;">2020: 0.0%</span></span><br />
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@vdpluijm on Twitter</div>
Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-41588012153763195152019-12-18T11:10:00.000-05:002019-12-18T13:14:15.504-05:00Email Bomb. What is it and Why?<div dir="ltr" style="text-align: left;" trbidi="on">
A few weeks ago I was alerted by PayPal and Amex that a $1000+ charge from Ebay was made to my PayPal account. Someone was able to use my PayPal account for a MacBook order with overnight USPS delivery. These alerts stopped all transactions, but not the headache.<br />
<br />
Within minutes I noticed that my linked email account had unusual activity. I received welcoming messages from bulletin boards and companies, and instructions to confirm my online registration.<br />
<br />
First a few dozen, then hundreds, then thousands !<br />
<br />
The email avalanche continued through the evening, with many filling my Inbox and many more in the Spam box of my Gmail account. Worried about missing real emails, I deleted the first hundred or so by hand, but then had to use mass delete to keep up with the 15,000+ messages in a few hours. The Spam folder also had 10,000+, but they needed no action. Blissfully, Gmail offers unsubscribe as part of Inbox spam identifier, which I used.<br />
<br />
This is called an <b><span style="color: red;">Email Bomb</span></b>.<br />
<br />
While tracking the email avalanche I turned to the Internet for insight. I surmised that the emails were used as a distraction, which the Internet search confirmed. The culprit hopes that a spending alert gets lost in thousands of other emails, so that the order goes through undetected. Luckily, not in this case, as I use text messaging to confirm large credit card orders. I even know the source of my headache, as the USPS order included delivery details. The culprit lives in Indianapolis.<br />
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I assume that the email bomb is created with a registration bot on websites that do not use captchas and such. The result is a huge nuisance and I must have lost a few regular emails, but the email avalanche stopped within two days. Since then, I got the occasional "you have not confirmed" reminders, but as a trickle. I assume that my email is still registered on many sites that did not ask confirmation, and hopefully nothing too embarrassing or disturbing. This story is also a mea culpa.<br />
<br />
I reset my passwords and was told to replace my credit card (though that account was not breached, nor were funds removed from PayPal).<br />
Take-home messages:<br />
<br />
<ol style="text-align: left;">
<li>Set confirmation text messages for (large) orders.</li>
<li>Use 2-step verification on financial and other sensitive accounts.</li>
<li>Keep Inbox mostly empty.</li>
</ol>
</div>
Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-64357742749723593452019-08-08T10:57:00.001-04:002019-08-08T11:04:53.894-04:00The 2019 Ridgecrest CA Earthquake Pair<div dir="ltr" style="text-align: left;" trbidi="on">
Two large earthquakes rocked California in July 2019. On July 4th a large M6.4 moved a NE-SW trending fault that parallels the Garlock left-lateral fault system and a major (10x larger) M7.1 occurred on July 6 (June 5 local time) along the NW-SE East California Shear Zone that parallels the right-lateral plate boundary to the East.<br />
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<iframe allowfullscreen='allowfullscreen' webkitallowfullscreen='webkitallowfullscreen' mozallowfullscreen='mozallowfullscreen' width='460' height='480' src='https://www.blogger.com/video.g?token=AD6v5dwijEZhpBy442g4OeEBmPlvvx-GKPk3PRXMpTpZccZe8CqSDaVBa1QM2g7jw2NC5np8hMLI7YakC_Q' class='b-hbp-video b-uploaded' frameborder='0'></iframe></div>
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Displacement from the larger quake are on the order of meters over a fault length of several tens of kilometers. Offsets are captured by updated images on Google Earth.<br />
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<a href="https://1.bp.blogspot.com/-VE56lrSZEl4/XUw1kLJeC3I/AAAAAAAAsDI/2xxIv70AdkQOTd-Tb-WvBPMhZqF6Cfk7ACLcBGAs/s1600/RG.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="894" data-original-width="958" height="297" src="https://1.bp.blogspot.com/-VE56lrSZEl4/XUw1kLJeC3I/AAAAAAAAsDI/2xxIv70AdkQOTd-Tb-WvBPMhZqF6Cfk7ACLcBGAs/s320/RG.gif" width="320" /></a></div>
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The distance from populated areas limited their impact, but local shaking was severe and damaging. The earthquake magnitudes are equivalent in energy to ~4 (M6.4) and ~45 (M7.1) Hiroshima-type atomic bombs. There are typically ~15 M7+ earthquakes around the world and it was two decades ago when one occurred in California. Large M7 aftershock earthquakes are not likely in the area, but many smaller will continue along the two fault trends, with more M5+ certainly possible.<br />
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The use of technical terms mainshock and aftershock is confusing semantics. The largest earthquake in a cluster is called the mainshock and earthquakes recently (hours/days) before are called foreshocks. Earthquakes days (and weeks) after the main shock are called aftershocks. Here, some aftershocks are related to the M6.4 on the NE-SW fault system, and others to the M7.1 on the NW-SE system. The shocks were recorded by Ann Arbor RaspiShakes, illustrated by the M7.1 event.<br />
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<a href="https://1.bp.blogspot.com/-a69IppfGOQQ/XUw3kgpye2I/AAAAAAAAsD4/ufMI2L7VYnsuSuDbiR3_lSt9nv9ouHq3gCLcBGAs/s1600/Clipboard06.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="889" data-original-width="1151" height="306" src="https://1.bp.blogspot.com/-a69IppfGOQQ/XUw3kgpye2I/AAAAAAAAsD4/ufMI2L7VYnsuSuDbiR3_lSt9nv9ouHq3gCLcBGAs/s400/Clipboard06.jpg" width="400" /></a></div>
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Westerly movement from the M6.4 may have primed the M7.1 by releasing sliding resistance on the latter's fault system, Both are ultimately the result of regional strain from plate movement with a relative displacement of the Pacific plate of ~5cm/year, which accumulates stresses that are released periodically.<br />
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The area has historic seismic activity, with the larger reflecting continuing northwesterly motion of the Pacific plate along the N American plate margin (represented by the San Andreas Fault trace to the west). Over the past 40 years, 8 other M5+ earthquakes have occurred within 50 km of the July 6th, 2019 earthquake. The largest was a M 5.8 event on September 20, 1995, just 3 km west. The M7.1 Hector Mine event of Oct 16, 1999 occurred ~150km to the SE, and was similar lateral slip fault movement as the Ridgecrest M7.1.<br />
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Do these earthquakes change the potential for the Big One? No, because continuing Pacific-North America relative plate movement in western California means that a large quake along the San Andreas Fault system must occur in the near future. These recent California earthquakes to the east do nothing to reduce that threat.<br />
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-9281453021394151522019-05-16T17:13:00.001-04:002019-05-17T09:29:13.662-04:00#ExxonKnew - #WeKnew<div dir="ltr" style="text-align: left;" trbidi="on">
<div>
<h4 style="text-align: left;">
From Twitter</h4>
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<div>
In 1982, #Exxon predicted 400-420ppm #CO2 and ~1.1C warming (since 1960) for today in proprietary report. They were right, but did not share. Also, predicting ~3C increase for 21st Century. </div>
<div>
Paper at:<br />
<a href="https://insideclimatenews.org/system/files_force/documents/1982%20Exxon%20Primer%20on%20CO2%20Greenhouse%20Effect.pdf">https://insideclimatenews.org/system/files_force/documents/1982%20Exxon%20Primer%20on%20CO2%20Greenhouse%20Effect.pdf</a></div>
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12:20pm · 14 May 2019 </div>
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<a href="https://4.bp.blogspot.com/-BsDZqUepX80/XN3QVmlq4XI/AAAAAAAArWU/wvitAW-tdX0Z32jKi92TMP-DgRF7Ci32QCLcBGAs/s1600/D6iHtEsWAAgtDCL.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="661" data-original-width="574" height="320" src="https://4.bp.blogspot.com/-BsDZqUepX80/XN3QVmlq4XI/AAAAAAAArWU/wvitAW-tdX0Z32jKi92TMP-DgRF7Ci32QCLcBGAs/s320/D6iHtEsWAAgtDCL.jpg" width="277" /></a></div>
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<div>
Read the report! It assesses the (published) climate science of the day and inserts consumption predictions, all of which was public knowledge. No conspiracy here; society decided to ignore that knowledge.</div>
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11:54am · 15 May 2019</div>
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Those upset by #ExxonKnew, here is prior year spot-on Hansen etal analysis using basic energy balance calculation and similar fast growth projection. New hashtag #WeKnew. <br />
Paper at:</div>
<div>
<a href="https://pubs.giss.nasa.gov/docs/1981/1981_Hansen_ha04600x.pdf">https://pubs.giss.nasa.gov/docs/1981/1981_Hansen_ha04600x.pdf</a> </div>
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7:52am · 16 May 2019</div>
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<a href="https://1.bp.blogspot.com/-hAZxj2v7D9E/XN3RoxiXzuI/AAAAAAAArWg/GK_N8whexP8o9pMLhXTDTwNWujyJrU02gCLcBGAs/s1600/D6r738HW0AEX06y.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="854" data-original-width="747" height="320" src="https://1.bp.blogspot.com/-hAZxj2v7D9E/XN3RoxiXzuI/AAAAAAAArWg/GK_N8whexP8o9pMLhXTDTwNWujyJrU02gCLcBGAs/s320/D6r738HW0AEX06y.jpg" width="279" /></a></div>
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<br />
<h4 style="text-align: left;">
Coda </h4>
Read the 2018 NYT Magazine article "Losing Earth: The Decade We Almost Stopped Climate Change", By Nathaniel Rich.<br />
<a href="https://www.nytimes.com/interactive/2018/08/01/magazine/climate-change-losing-earth.html?rref=collection%2Fsectioncollection%2Fmagazine&action=click&contentCollection=magazine&region=stream&module=stream_unit&version=latest&contentPlacement=1&pgtype=sectionfront#main">https://www.nytimes.com/interactive/2018/08/01/magazine/climate-change-losing-earth.html</a></div>
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-53848054231604845712019-05-10T09:05:00.000-04:002019-05-10T09:05:27.138-04:00Road to a Resilient Global Society<div dir="ltr" style="text-align: left;" trbidi="on">
Daily news reports bring harrowing testimonials by communities, aid organizations and local officials of rapid environmental changes that are underway. Yet, our society’s response to these changes is slow, and, in many cases, remains non-existent. This inaction may reflect the perception that change is inherently slow and gradual, such as climate warming over several decades. <br />
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<a href="https://4.bp.blogspot.com/-YCPsAh12K84/XNV2vuhX-qI/AAAAAAAArTQ/8Zq_B06AqB4qJUGIOBoiNsGn5j8hfVrSwCLcBGAs/s1600/menusign%2B%25281%2529.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="230" data-original-width="402" height="183" src="https://4.bp.blogspot.com/-YCPsAh12K84/XNV2vuhX-qI/AAAAAAAArTQ/8Zq_B06AqB4qJUGIOBoiNsGn5j8hfVrSwCLcBGAs/s320/menusign%2B%25281%2529.jpg" width="320" /></a></div>
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The meaning of long-term change is embodied in the concept of sustainability, defined as a world where human needs are met equitably without harm to the environment, and without sacrificing the ability of future generations to meet their needs. However, changes are impacting human society more quickly in many areas, affecting wealthy nations and poor nations alike. This is captured by the complementary concept of resilience, which examines the ability of human society to prepare for, to absorb, to recover from, and to adapt to adverse events. Societal resilience forms the foundation of a connected set of scientific perspectives by Susan Anenberg, Andrea Dutton, Christine Goulet, and Daniel Swain that explore the changing domains of <b>air quality, sea level rise, earthquakes, </b>and <b>extreme weather</b> in a long-form commentary in the science journal Earth's Future (<a aria-label="Digital Object Identifier" class="epub-doi" href="https://doi.org/10.1029/2019EF001242" style="background-color: white; box-sizing: border-box; color: #005274; font-family: "Open Sans", icomoon, sans-serif; font-size: 14px; font-weight: 600; outline: 0px; overflow-wrap: break-word; text-decoration-line: none;">https://doi.org/10.1029/2019EF001242</a>).<br />
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Society’s progress along the four corners of prepare, adsorb, respond and adapt resilience square is uneven, in spite of our understanding of the foundational science and a growing sense that urgent action is needed. The resilience vignettes describe the meaning and impact of current and near-term change in four major domains: human health impacts from air pollution, coastal inundation from sea-level rise, damaging earthquakes in populated areas, and impacts from extreme precipitation. <br />
<br />
Given our understanding of the scientific principles, societal action, from preparation to adaption, will be critical in minimizing the negative impacts of today’s changes. The unprecedented rates of change in today's Earth system argue for urgent action in support of a resilient global society.<br />
<br />
<i>Toward a Resilient Global Society: Air, Sea Level, Earthquakes, and Weather, by Susan C. Anenberg, Andrea Dutton, Christine Goulet, Daniel L. Swain, Ben van der Pluijm.</i><br />
<i>Earth's Future, 2019. <a aria-label="Digital Object Identifier" class="epub-doi" href="https://doi.org/10.1029/2019EF001242" style="background-color: white; box-sizing: border-box; color: #005274; font-family: "Open Sans", icomoon, sans-serif; font-size: 14px; font-weight: 600; outline: 0px; overflow-wrap: break-word; text-decoration-line: none;">https://doi.org/10.1029/2019EF001242</a></i></div>
Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-79246911124783552932019-03-27T18:17:00.001-04:002019-03-27T18:17:46.742-04:00The Long and Winding Road: Making Resilience Real<div dir="ltr" style="text-align: left;" trbidi="on">
More than 40 years ago the economist John Kenneth Galbraith remarked that the world had arrived at the “Age of Uncertainty.” Fast forward to 2019 and human society’s pace of change is ever more rapid. Artificial intelligence, the internet of things, climate change, the rise of China and India, among other factors, have multiplied the challenges and risks. We cannot get back to a less connected world, nor can we dismiss concerns about the major challenges we face. Indeed, technological, social and environmental drivers will transform our world into an even riskier place in 2050 than it already is today. <br />
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<a href="https://4.bp.blogspot.com/--1MjzgPdLgs/XJv1IN98DjI/AAAAAAAAqzg/EVggawkRcCUvAf49hZuRkxxKni4WvH3CwCLcBGAs/s1600/Winding-road-through-upland-landscape-Credit-Free-Photos-Pixabay-sized-800x600.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="600" data-original-width="800" height="240" src="https://4.bp.blogspot.com/--1MjzgPdLgs/XJv1IN98DjI/AAAAAAAAqzg/EVggawkRcCUvAf49hZuRkxxKni4WvH3CwCLcBGAs/s320/Winding-road-through-upland-landscape-Credit-Free-Photos-Pixabay-sized-800x600.jpg" width="320" /></a></div>
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<i>Human society faces many challenges ahead; <br />creating a sustainable and resilient world <br />will not be a straightforward journey. <br />Credit: Free-Photos (public domain)</i></div>
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In other words, to ensure that we are on track toward a sustainable future, we urgently need decision-making that allows social-ecological-economic systems to ‘bounce back’ or to become transformed, such that our planet maintains desirable (from a human and planetary perspective) properties.<br />
<br />
Several major insights emerge from theoretical, model and empirical considerations:<br />
<br />
<ul style="text-align: left;">
<li>Integrated modelling, robust decision-making, methods from the nexus and proven practices offer innovations that can transform ‘business as usual’ into responses to risks.</li>
<li>In the decades to come, a failure to integrate new approaches into the decision-making of public and private sectors could be catastrophic. </li>
<li>To successfully face our world’s challenges, we cannot return to a world that no longer exists.</li>
</ul>
<br />
We urgently need to transform our decision-making, and use innovative and proven methods to deliver a sustainable and resilient world for tomorrow. This will be a long and winding road, but a journey we must make together.<br />
<br />
<br />
R. Quentin Grafton (The Australian National University) and Ben van der Pluijm (University of Michigan)<br />
<br />
<div style="text-align: left;">
<i>Citation: Grafton, R. Q., and B. van der Pluijm (2019), The long and winding road: Making resilience real, Eos, 100, <a href="https://doi.org/10.1029/">https://doi.org/10.1029/</a>. </i></div>
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-42793278047749671312019-02-06T16:42:00.000-05:002019-02-06T16:42:39.972-05:00Book Review of "Timefulness", by Marcia Bjornerud<div dir="ltr" style="text-align: left;" trbidi="on">
Book Review:<br />
"Timefulness: How Thinking Like a Geologist Can Help Save the World."<br />
by Marcia Bjornerud.<br />
Princeton University Press.<br />
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<a href="https://2.bp.blogspot.com/-aE23KqjV3c0/XFtTIiCZsNI/AAAAAAAAqkI/olkM11QAsDQueQMuBIewXTrxQil9Zhl1gCLcBGAs/s1600/9780691181202_0.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="480" data-original-width="315" height="320" src="https://2.bp.blogspot.com/-aE23KqjV3c0/XFtTIiCZsNI/AAAAAAAAqkI/olkM11QAsDQueQMuBIewXTrxQil9Zhl1gCLcBGAs/s320/9780691181202_0.png" width="210" /></a></div>
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I don’t read that many books these days, I must admit. Indeed, Jeff Goodell’s much celebrated "The Water Will Come" remains mostly unread on my nightstand. So when the request to review Marcia Bjornerud’s Timefulness appeared I gladly accepted this motivating opportunity. This little book is only ~180 pages, but its size masks the breadth of coverage and detail presented. In five substantive chapters and several informative appendices, the book explores geologic time, tectonics and landscapes, atmospheric evolution, and modern (Ice Age) time, and offers, in the last chapter, a reflective take on today and our future.<br />
<br />
Following a brief introductory chapter, a series of four self-contained chapters offer a breezy approach to major topics in the Earth Sciences that are taught in most colleges these days. In fact, I assume that they reflect the activities of the author in this realm, given the relevant examples and key details in places. Combining a pleasant writing style with just enough science information creates informative long-form journalism style pieces on these major topics. The takes in each chapter reflect the majority opinion on a topic and do not stray into new or minority opinions. For example, when getting to climate action in the atmospheric section, the descriptions of geo-engineering approaches are (appropriately?) guarded and not about urgency for correcting, perhaps risky action. Given that the book’s name is a play on mindfulness, these chapters are less transcending than the title and sleeve cover would suggest, but they are certainly informative and complete. Much use is made of creative quotes and section titles, as well as (mostly dead) geo-star icons. The concept of geologic time, or Deep Time, is sprinkled throughout, hence the book’s title, although the latter chapters are mostly about Modern Time. The final chapter, ‘Timefulness, Utopian and Scientific’, is a joy to read. It is the engaging type of writing one finds in The New Yorker or similar, and the author’s skill as a writer shines. As before, no new ground is covered, but the content and structure make it a compelling read. Among other uses, it makes a wonderfully motivating piece for today’s students that grudgingly take their required science course.<br />
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This book will appeal to the ‘John McPhee audience’. It makes for a great gift to friends and family interested in meaningful science and Earth Science history. Unlike many of today’s pieces in magazines and blogs, it is not preachy and offers the reader the underlying science in sufficient detail to develop an understanding and perhaps an opinion on the challenges before us. The Anthropocene makes its appropriate entrance near the end, linking geology of the long past to issues of today and tomorrow. As the author philosophically concludes, ‘we need to grow up and navigate on our own’.<br />
<br />
From:<br />
Holocene book review: Timefulness: How Thinking Like a Geologist Can Help Save the World. The Holocene, 2019, 29(2), 363–363. <br />https://doi.org/10.1177/0959683618819934<br />
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-89380374862202878082019-01-24T18:09:00.000-05:002019-01-24T22:23:43.824-05:00What Generation Z likes in 1960-1980 rock/pop music<div dir="ltr" style="text-align: left;" trbidi="on">
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In a very professional music survey that only relies on songs
I like, about 100 undergraduates at the University of Michigan voted on their favorite
tunes that were played at the opening of each class in Earth Interactions (E119).<span style="mso-spacerun: yes;"> </span>The class started with "We Will Rock You" (which
we did) and ended with "Hello, Goodbye".<span style="mso-spacerun: yes;"> </span>Voting on 39 songs was in 3 thematic sets; no
crossover options.<span style="mso-spacerun: yes;"> </span><o:p></o:p>You may notice that all songs have an Earth theme (though requiring a little thinking for some, like Ben Folds). </div>
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<a href="https://4.bp.blogspot.com/-Q2QVE3b9Wq4/XEpEls-w5sI/AAAAAAAAqeg/zovb-2IN7IUjZZ33kEFenhPpNK_5_EHpACLcBGAs/s1600/Logo.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="720" data-original-width="1280" height="180" src="https://4.bp.blogspot.com/-Q2QVE3b9Wq4/XEpEls-w5sI/AAAAAAAAqeg/zovb-2IN7IUjZZ33kEFenhPpNK_5_EHpACLcBGAs/s320/Logo.jpg" width="320"></a></div>
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Clearly, there is a lot of Queen
love in Fall 2018, while much less for icons like REM, Springsteen and Stones. The full list of songs and their scores (1 vote per set of
13 songs):</div>
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<b style="mso-bidi-font-weight: normal;">Under pressure – Queen/Bowie 30<o:p></o:p></b></div>
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<b style="mso-bidi-font-weight: normal;">We will rock you – Queen 24<o:p></o:p></b></div>
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<b style="mso-bidi-font-weight: normal;">Mr Blue Sky - ELO 22<o:p></o:p></b></div>
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<b style="mso-bidi-font-weight: normal;">Time – Pink Floyd 19<o:p></o:p></b></div>
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<b style="mso-bidi-font-weight: normal;">Ring of fire - Johnny Cash 18<o:p></o:p></b></div>
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<b style="mso-bidi-font-weight: normal;">Hello, Goodbye – Beatles 17<o:p></o:p></b></div>
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<b style="mso-bidi-font-weight: normal;">It's my Life - Bon Jovi 15<o:p></o:p></b></div>
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<b style="mso-bidi-font-weight: normal;">Good vibrations - Beach Boys 14<o:p></o:p></b></div>
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<b style="mso-bidi-font-weight: normal;">Ice ice baby – Vanilla Ice 13<o:p></o:p></b></div>
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<b style="mso-bidi-font-weight: normal;">I am a rock – Simon & Garfunkel 12<o:p></o:p></b></div>
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The times they are a-changin’ – Bob
Dylan 9<o:p></o:p></div>
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Have you ever seen the rain – CCR 9<o:p></o:p></div>
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Changes – David Bowie 8<o:p></o:p></div>
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Waiting on the world to change –
John Mayer 8<o:p></o:p></div>
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Every breath you take – Police 8<o:p></o:p></div>
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Rock the casbah – The Clash 8<o:p></o:p></div>
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Starman – David Bowie 7<o:p></o:p></div>
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It’s the end of the world as we
know it – REM 6<o:p></o:p></div>
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Wild World – Cat Stevens 5<o:p></o:p></div>
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Army - Ben Folds Five 5<o:p></o:p></div>
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Down by the river - Neil Young 5<o:p></o:p></div>
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Always look on the bright side of
life - MP 4<o:p></o:p></div>
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Surfin' USA – Beach Boys 4<o:p></o:p></div>
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Badlands - Bruce Springsteen 3<o:p></o:p></div>
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Village ghetto land - Stevie Wonder
3<o:p></o:p></div>
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Rock of ages - Def Leppard 3<o:p></o:p></div>
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Little red Corvette – Prince 2<o:p></o:p></div>
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Rain - Beatles 2<o:p></o:p></div>
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Fire and Ice – Pat Benatar 2<o:p></o:p></div>
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Kokomo Beach- Beach Boys 2<o:p></o:p></div>
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Shiny happy people – REM 2<o:p></o:p></div>
<div class="MsoNormal" style="margin-left: .5in;">
Great balls of fire - Jerry Lee
Lewis 2<o:p></o:p></div>
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Land of confusion – Genesis 1<o:p></o:p></div>
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River deep, mountain high – Ike
& Tina Turner 1<o:p></o:p></div>
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Rockaria – ELO 1<o:p></o:p></div>
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Rock this town – Stray Cats 1<o:p></o:p></div>
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Rockville – REM 0<o:p></o:p></div>
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Rock and a hard place – Rolling
Stones 0<o:p></o:p></div>
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Who'll stop the rain – CCR 0<o:p></o:p></div>
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com1tag:blogger.com,1999:blog-6952275.post-16802481123660937342018-09-07T14:00:00.000-04:002018-09-07T14:00:52.082-04:00We Can Work It Out: Strengthening Societal Resilience to Natural Hazards<div dir="ltr" style="text-align: left;" trbidi="on">
<i>Amir AghaKouchak - University of California, Irvine CA<br />Ben van der Pluijm - University of Michigan, Ann Arbor MI</i><br />
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<a href="https://4.bp.blogspot.com/-JjN-VcIbZ70/W4ggQK7DdII/AAAAAAAAps4/dCvd2X2gqCYXW3GFOfAGgxxyiDGEvmcNACLcBGAs/s1600/1024px-Support_during_Hurricane_Harvey_%2528TX%2529_%252850%2529.jpg"><br /><img border="0" height="266" src="https://4.bp.blogspot.com/-JjN-VcIbZ70/W4ggQK7DdII/AAAAAAAAps4/dCvd2X2gqCYXW3GFOfAGgxxyiDGEvmcNACLcBGAs/s400/1024px-Support_during_Hurricane_Harvey_%2528TX%2529_%252850%2529.jpg" width="400" /></a></div>
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<i><span style="font-size: x-small;">Flooding from Hurricane Harvey in Port Arthur, Texas (August 2017). </span></i></div>
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<i><span style="font-size: x-small;">Photo by U.S. National Guard.</span></i></div>
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Strengthening societal resilience by focusing on the interactions between natural hazards, the built environment and human societies</h3>
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The costliest hurricane season in the history of the United States, widespread flooding in South and Southeast Asia, and wildfires and droughts around the world made 2017 the most impacting disaster year so far. Natural hazards are part of our planet’s life cycle, but are increasingly resulting in devastating human disasters (e.g. 2010 Haiti Earthquake; 2004 Indian Ocean Tsunami; 2005 Hurricane Katrina; 2008 Cyclone Nargis; 2011 Tohoku Tsunami; 2017 US hurricanes, 2016-18 California and Canada Wildfires; 2018 global heatwaves), highlighting our vulnerability to extreme events around the world. The key question is: <i>What does it take to prevent natural hazards from becoming human disasters? </i></div>
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Addressing this question requires a critical look at the societal response to extreme events. A society that experiences frequent earthquakes often responds by improving regulations and building codes to enhance its resilience against future quakes. Over time, even a major natural hazard (e.g., an earthquake) may not lead to a human disaster. A moderate event in an unexpected region or unprepared society, on the other hand, can easily turn into a human disaster without proper preparation. Understanding critical thresholds are fundamental to prevent natural hazards from becoming human disasters, leading to another important question: <i>How can the scientific community inform societies about critical thresholds and strengthen their resilience against natural hazards? </i><br />
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In the geoscience community, most studies on natural hazards focus on describing and understanding (historical and projected) changes to frequency and intensity of extreme events (e.g., floods, earthquakes, heat waves, droughts, surge, wildfires). However, society’s critical thresholds largely rely on existing infrastructure and our coping capacity. The engineering community has a long tradition of designing infrastructure based on observed historical extremes (considering some safety factors to address variability and uncertainties in historical data), but in many regions the statistics of extremes (mean, frequency, variability) have changed and will continue more so in the future. Thus, any change in the way we prepare our societies and design our built environment would also require support from policy makers. This calls for the three research communities, geoscience, engineering and policy, to focus more on the interactions between natural hazards and the built environment and human societies. In the following, we discuss three areas that warrant attention.<br />
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<h4 style="text-align: left;">
Frameworks for understanding how the interwoven relationship between hazards and the built environment may amplify or suppress likelihood of a human disaster</h4>
In February 2017, a series of extreme rainfall events led to failure of the spillway of the Oroville Dam in California, requiring sudden evacuation of nearly 200,000 residents [Vahedifard et al., 2017; Hutton et al., 2018]. A false sense of security follows building major infrastructure systems to protect us against natural hazards; a notion known as the <i>levee effect</i> [Di Baldassarre et al., 2015; Hutton et al., 2018]. The levee effect indicates how lack of (or infrequent) exposure to hazards increases the societal vulnerability to a major human disaster. Given continues developments around the world and changing characteristics of natural hazards, we need more integrated research to develop theoretical and empirical frameworks for modeling and describing this levee effect and its potential to amplify the likelihood of human disasters. <br />
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Understanding the cumulative cost/impacts of non-extreme events</h4>
Most of the ongoing research on natural hazards focuses on extreme events/disasters with significant impacts. However, recent studies show that low cost and diffuse incidents over time can aggregate into very high cost outcomes [Moftakhari et al., 2017]. While these non-extremes events, such as nuisance flooding, may not lead to human disasters directly, they drain the resources of societies and limits their ability for long-term resilience planning and management. When responding to non-extreme events, acting too soon can waste resources, but acting too late can lead to substantial financial losses. Some of the most critical decisions for policy-makers and stakeholders are when and where to invest in prevention measures, and how to evaluate the financial return. Given observed and projected sea level rise, nuisance flooding has become a paradigm example of frequent minor events with substantial long-term impacts. Unfortunately, our ability to study non-extreme events are limited by lack of data on their impacts/costs, mainly because such events do not receive a great deal of attention. To improve our understanding of non-extreme events and to evaluate when and where to invest in protective measures, we need coordinated research on this topic and more systematic data collection and impact assessment frameworks. </div>
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Compound events</h4>
Most natural hazards (e.g., floods, droughts, wildfires, heatwaves) are caused by a combination of interacting and inter-related physical processes across multiple spatio-temporal scales. This combination of hazards, processes and drivers leading to substantial impacts defines a <i>compound event</i> [Zscheischler et al., 2018]. Most of the existing risk assessment frameworks consider one hazard or driver at a time, potentially leading to underestimation of the risk of natural. Furthermore, a combination of multiple non-extreme events can lead to extreme impacts (e.g., a moderate drought and above average temperatures leading to significant reduction in crop yield). In other words, multiple relatively frequent events occurring together can lead to a high impact, low probability outcome. As above, coordinated research and development for understanding the risk of compound events and their impacts are needed. This is particularly fundamental to improving projections of high-impact events in a changing climate (Sadegh et al., 2018).<br />
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<span style="font-family: "verdana" , sans-serif; font-size: x-small;">References</span></h4>
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<span style="font-family: "verdana" , sans-serif; font-size: x-small;">Di Baldassarre G., et al. 2015. Debates—Perspectives on socio‐hydrology: Capturing feedbacks between physical and social processes. Water Resources Research, 51(6), 4770-4781</span></div>
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<span style="font-family: "verdana" , sans-serif; font-size: x-small;">Hutton, N. S., et al., 2018. The Levee Effect Revisited: Processes and Policies Enabling Development in Yuba County California. Journal of Flood Risk Management, e12469.</span></div>
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<span style="font-family: "verdana" , sans-serif; font-size: x-small;">Moftakhari H.M., et al., 2017a. Cumulative Hazard: The Case of Nuisance Flooding, Earth's Future, 5 (2), 214-223, doi: 10.1002/2016EF000494.</span></div>
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<span style="font-family: "verdana" , sans-serif; font-size: x-small;">Sadegh M., et al., 2018. Multi‐Hazard Scenarios for Analysis of Compound Extreme Events, Geophysical Research Letters, doi: 10.1029/2018GL077317.</span></div>
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<span style="font-family: "verdana" , sans-serif; font-size: x-small;">Vahedifard F., et al., 2017. Lessons from the Oroville Dam, Science, 355 (6330), 1139-1140, doi: 10.1126/science.aan0171.</span></div>
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<span style="font-family: "verdana" , sans-serif; font-size: x-small;">Zscheischler J., et al., 2018. Future Climate Risk from Compound Events, Nature Climate Change, 8 (6), 469-477, doi: 10.1038/s41558-018-0156-3.</span></div>
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<span style="font-size: x-small;">Modified from AGU Ed Vox: <i><a href="https://eos.org/editors-vox/we-can-work-it-out-avoiding-disasters">We Can Work It Out: Avoiding Disasters</a>.</i><br />Follow us on Twitter: <i>Amir AghaKouchak is @AmirAghaKouchak, Ben van der Pluijm is @vdpluijm</i></span></div>
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-91746330905773870312018-07-20T16:07:00.002-04:002019-05-23T09:54:38.936-04:00The Meghalayan?<div dir="ltr" style="text-align: left;" trbidi="on">
I actually posted <i>“WTF is the Meghalayan?"</i> on Twitter (<a href="https://twitter.com/vdpluijm/status/1019587404343148544" target="_blank">here</a>). This in response to the IUGS’s announcement that the Holocene Epoch was officially divided into new stages. The <b>Meghalayan</b> stage, after a location in NE India, being the youngest, so the one we are living in today. Two thoughts came to my mind quickly: (1) how thin are we slicing geologic time?; and (2) what about the Anthropocene?<br />
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<a href="https://2.bp.blogspot.com/-t_AtyJdY4wA/W1I2THNdpNI/AAAAAAAApTY/EvFtMx8lB2AVYlcVs_m3FWz_lh6SEYvvACLcBGAs/s1600/ChronostratChart2018-07.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1147" data-original-width="1600" height="283" src="https://2.bp.blogspot.com/-t_AtyJdY4wA/W1I2THNdpNI/AAAAAAAApTY/EvFtMx8lB2AVYlcVs_m3FWz_lh6SEYvvACLcBGAs/s400/ChronostratChart2018-07.jpg" width="400" /></a></div>
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(<a href="http://www.stratigraphy.org/ICSchart/ChronostratChart2018-07.jpg">http://www.stratigraphy.org/ICSchart/ChronostratChart2018-07.jpg</a>)</div>
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The relevant section is:<br />
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<a href="https://3.bp.blogspot.com/-4rWdnmPphGo/W1I3lvJGQFI/AAAAAAAApT4/IEA78QvC2Ykv2uJoeV4Fo-yxHPYn0D44ACEwYBhgL/s1600/ChronostratChart2018-07cut.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1177" data-original-width="1118" height="400" src="https://3.bp.blogspot.com/-4rWdnmPphGo/W1I3lvJGQFI/AAAAAAAApT4/IEA78QvC2Ykv2uJoeV4Fo-yxHPYn0D44ACEwYBhgL/s400/ChronostratChart2018-07cut.jpg" width="378" /></a></div>
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As the new chart shows, the Holocene is now sliced into three roughly 4000y stages. That is short, faster than a geologic eye blink, with subtle boundaries. Perhaps a little silly. How small can relevant slices go, I wondered. Jokingly, I proposed:<br />
<blockquote class="tr_bq" style="text-align: left;">
Kennedyan 1950-1963; Dallas<br />
Lennonian 1964-1980; Abbey Road<br />
Mandelaian 1981-2013; Robben Island</blockquote>
With time on my hands, I even identified the location of the required Golden Spike for each:<br />
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<a href="https://4.bp.blogspot.com/-PpEcnkmv2c4/W1I2M6I_1jI/AAAAAAAApTU/iwj9BgFvXMA_wIDCe9o6jyCmB5WcoYiAACLcBGAs/s1600/Capture2.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="619" data-original-width="783" height="315" src="https://4.bp.blogspot.com/-PpEcnkmv2c4/W1I2M6I_1jI/AAAAAAAApTU/iwj9BgFvXMA_wIDCe9o6jyCmB5WcoYiAACLcBGAs/s400/Capture2.JPG" width="400" /></a></div>
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(<span style="text-align: left;"><a href="https://www.google.com/maps/d/u/0/viewer?mid=1uLoblqY_QztpfB5Rvta8vT71xiNJ2W2N&hl=en&ll=12.09908316080252%2C-39.21812990000001&z=3">https://www.google.com/maps/d/u/0/viewer?mid=1uLoblqY_QztpfB5Rvta8vT71xiNJ2W2N&hl=en&ll=12.09908316080252%2C-39.21812990000001&z=3</a>)</span></div>
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More seriously, I wondered about the status of an eventual Anthropocene in the official time chart. A large working group has been debating this for several years ongoing, seemingly close to deciding on 1950 as the beginning of that time. I favor the idea to emphasize the growing role of humans in the geologic system; for example, our large resource and land use, environmental change of ocean and atmosphere, etc. However, I'd place the start earlier, as impacting global colonization and industrial revolutions occurred 100s of years earlier and agricultural appropriations 1000s of years earlier.<br />
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I doubt agreement on a start will be easy, so instead I propose that we replace Holocene with <b>Anthropocene </b>(the Epoch of human emergence and dominance) and relegate <b>Holocene </b>as a Stage/Age (the last glacial deposits and a warming planet). The huge changes of the past 150-200 years would be captured by the <b>Modern Age</b>, which is recognizable and already used informally. My proposal below.<br />
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<a href="https://3.bp.blogspot.com/-e0DydlUUfEw/W1I3SjflFyI/AAAAAAAApTw/mqD5H9sWEvUQTpgEEfIBU_bduO2O67EVwCLcBGAs/s1600/Capture.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="391" data-original-width="372" height="320" src="https://3.bp.blogspot.com/-e0DydlUUfEw/W1I3SjflFyI/AAAAAAAApTw/mqD5H9sWEvUQTpgEEfIBU_bduO2O67EVwCLcBGAs/s320/Capture.JPG" width="304" /></a></div>
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I have little idea what will come of this, but, hopefully, some fresh discussions on the meaning of the geologic time scale and the value of identifying geologic boundaries. The process of decision making is decadal, so I am not holding my breath. I was surprised, however, that officials made another move.<br />
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<a href="https://4.bp.blogspot.com/--QQpSryDYhM/W1NmQZ-LgbI/AAAAAAAApVI/Aatn3IkhF6wj80Fj0q5eEeWPGeifvWdGwCLcBGAs/s1600/20180318_103520.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1202" data-original-width="1600" height="240" src="https://4.bp.blogspot.com/--QQpSryDYhM/W1NmQZ-LgbI/AAAAAAAApVI/Aatn3IkhF6wj80Fj0q5eEeWPGeifvWdGwCLcBGAs/s320/20180318_103520.jpg" width="320" /></a></div>
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Deposit of the Modern Age with plastic and aluminum "fossils" (Kobe, Japan).</div>
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A nice piece in <a href="https://www.theatlantic.com/science/archive/2018/07/anthropocene-holocene-geology-drama/565628/" target="_blank">The Atlantic</a>, <i>“There’s No Collusion”: Geology’s Timekeepers Are Feuding</i><br />
<i>-- “It’s a bit like Monty Python."</i> offers some background on process and value, and may help this discussion along. It includes my lighthearted characterization of the process as the <i>"Ministry of Silly Cuts"</i> (maybe not helping things along). Enjoy this well-written The Atlantic piece and see that geologists are people too, with intrigue and tensions.<br />
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<a href="https://3.bp.blogspot.com/-MdCo2WWsMUI/W1I9mds-pQI/AAAAAAAApUE/GX9H198ia3Eu6ZShXMDQjPdqPiw8rqfIQCLcBGAs/s1600/Capture3.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="187" data-original-width="906" height="80" src="https://3.bp.blogspot.com/-MdCo2WWsMUI/W1I9mds-pQI/AAAAAAAApUE/GX9H198ia3Eu6ZShXMDQjPdqPiw8rqfIQCLcBGAs/s400/Capture3.JPG" width="400" /></a></div>
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(<a href="https://www.theatlantic.com/science/archive/2018/07/anthropocene-holocene-geology-drama/565628/">https://www.theatlantic.com/science/archive/2018/07/anthropocene-holocene-geology-drama/565628/</a>)</div>
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In the end, the discussion and decisions should revolve around recognizing the changes and challenges facing modern society as we have to rely on Earth for the foreseeable future, and the contributions of geology to our actions in a changing world.<br />
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May 2019<br />
Disappointingly, but not unexpected, the Anthropocene Working Group selects 1950 as the start of the Anthropocene. Baby Boomers rule, but showing little regard for the geologic timescale. Perhaps a GoT-like redo on change.org with 1.5+M signatures?<br />
See: <a href="https://www.nature.com/articles/d41586-019-01641-5">https://www.nature.com/articles/d41586-019-01641-5</a><br />
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<span style="font-size: x-small;">---------------</span><br />
<span style="font-size: x-small;">Follow Ben van der Pluijm on Twitter as <a href="https://twitter.com/vdpluijm" target="_blank">@vdpluijm</a>; for example:</span><br />
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-81098953952540819602018-06-13T11:39:00.000-04:002018-06-13T11:43:20.132-04:00Talking Volcanoes and Hazards<div dir="ltr" style="text-align: left;" trbidi="on">
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Volcanoes in Hawaii, Guatemala: Faculty Q&A</h2>
More than 100 people were killed and nearly 200 remain missing after the violent eruption of Guatemala’s Fuego volcano June 3. Meanwhile, lava has destroyed more than 600 homes on Hawaii’s Big Island since early May in the latest eruption of the Kilauea volcano.<br />
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University of Michigan geologist Ben van der Pluijm, a professor in the Department of Earth and Environmental Sciences and editor-in-chief of the journal Earth’s Future, examines the impacts of natural hazards on human society. He discussed the two recent volcanic eruptions.<br />
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<b>What are the main differences between the Kilauea volcano in Hawaii and the Guatemala’s Fuego volcano?</b><br />
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Hawaii’s volcanoes, like Kilauea, are caused by heat in the Earth’s mantle rising to the surface in a column called a plume. Hawaiian volcanoes mostly produce slow-moving, gooey lava, creating a broad, low-topography structure called a shield volcano. The biggest hazard from these volcanoes is unstoppable magma flow, and the latest Kilauea eruption has already destroyed many hundreds of houses. But because the lava moves slowly and can be outpaced, these events typically cause no loss of life or major injuries.<br />
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Explosive volcanoes like Guatemala’s Fuego have a very different origin from Hawaii’s. They are related to plate-boundary tectonic processes that produce a stickier magma in the outer layers of Earth. Greater magma stickiness resists buildup pressure from below until it releases in a sudden, explosive manner. These eruptions are quick and large, and they often produce deadly clouds of hot ash, lava, rock and gas that roll downslope at great speed: a hot pyroclastic flow. This is the primary source of the great loss of life in Guatemala, much like Pompeii from the Vesuvius eruption in the first century.<br />
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<b>What can we expect from these two volcanoes in the coming weeks and months?</b><br />
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Kilauea has been erupting for more than a month and may be reaching the end of its current cycle. Another eruption cycle will eventually follow, however, because the driver for magma generation persists, and the volcano has been regularly erupting for decades.<br />
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Fuego released most of its energy in the early eruption, so it may become quiet. As elsewhere, however, the volcanism won’t stop. It simply takes a hiatus. Other volcanoes in the region may similarly erupt at some point, since the underlying magma-generating process—melting from convergent plate tectonics—continues unabated.<br />
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The voluminous ash and rock deposits that are left behind after a Fuego-style explosion are often unstable on steep mountain slopes, especially when rain wets the material. These deposits can wash downslope as dense, debris-rich, destructive flows known as cold mudflows. These flows can destroy houses and agricultural land, covering the area with mud and rocks.<br />
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<b>How common are volcanic eruptions globally?</b><br />
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Worldwide, several dozen volcanoes are erupting at any given time. Several hundred volcanoes around the globe, including more than 160 in the United States, are considered active, meaning that they have erupted in historic time. The Kilauea and Fuego eruptions are therefore not at all unusual or unexpected, except they have greater impacts on nearby human settlements than other active volcanoes around the world.<br />
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<b>What technologies are used to forecast volcanic eruptions?</b><br />
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Many volcanoes show seismic activity as pressure builds and magma starts to move around. We measure this seismic signal with local seismometers stationed near and on the volcano. Another gauge of possible eruptive activity is the use of surface tilt meters that measure ground deformation from inflation of the volcano in response to moving magma. Also, remote sensing and satellites are increasingly employed to monitor changes around active volcanoes.<br />
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Thus, volcanoes can offer some precursor activity, but uncertainty toward full eruption remains too large for reliable societal prediction, and the warning period before an eruption can be short. Instead, people living near active volcanoes need to be informed and prepared because those volcanoes will, eventually, become active again.<br />
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<b>What is the connection between the Kilauea eruption and the earthquakes that have been occurring there for more than a month now?</b><br />
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The generation and movement of magma beneath Kilauea creates pressure changes in the subsurface that generate earthquakes from rock fracturing. And inside Kilauea’s volcanic depression, which is called a caldera, earthquakes occur when magma pressure is released by rock collapse and fracturing, and by venting at the surface.<br />
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During its latest eruption, Kilauea has displayed a remarkable pattern of repeated earthquakes of magnitude 5 or greater, equivalent to the explosion of 500 tons of TNT. These events are often associated with ash eruption, following a one- to two-day pressure buildup. This seismic activity will eventually subside.<br />
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<i>Ben van der Pluijm posts about geohazards and societal impacts on Twitter as @vdpluijm. A selection of Kilauea Twitter posts are archived at <a href="https://vdpluijm.blogspot.com/2018/05/kilauea-2018.html" target="_blank">https://vdpluijm.blogspot.com/2018/05/kilauea-2018.html</a></i><br />
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<span style="font-size: x-small;">June 2018; from Michigan News, <a href="https://news.umich.edu/volcanoes-in-hawaii-guatemala-u-m-expert-discusses/" target="_blank">https://news.umich.edu/volcanoes-in-hawaii-guatemala-u-m-expert-discusses/</a></span></div>
Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-79453814590093528412018-05-12T10:30:00.001-04:002018-08-15T12:51:25.217-04:00Kilauea 2018 eruption<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-family: "verdana" , sans-serif;">May 4</span><br />
<span style="font-family: "verdana" , sans-serif;">Hundreds of small and a few larger earthquakes have occurred in the past week—including a magnitude-5 on May 3—indicating that magma in the Kilauea volcano is on the move. Several surface fissures with magma fountains have already formed, and evacuation planning is under way for thousands of residents.</span><br />
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<span style="font-family: "verdana" , sans-serif;">This type of eruption is less dangerous to human life than stratovolcanoes like Mount St. Helens and Mount Pinatubo, which are characterized by explosive volcanism and large ash clouds that reach into the stratosphere,” van der Pluijm said. “Hawaiian volcanoes are characterized by red-hot magma that bubbles and flows, and minor explosive activity. However, flowing hot lava destroys everything in its path. The Big Island is the most recent expression of millions of years of volcanism along the Hawaiian chain.</span><br />
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<span style="font-family: "verdana" , sans-serif;">May 9</span></div>
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<span style="font-family: "verdana" , sans-serif;"><span id="m_8785030816771214674gmail-docs-internal-guid-47500282-4521-4fb4-e393-4b0fb4362d07"><span style="background-color: transparent; vertical-align: baseline; white-space: pre-wrap;">Kilauea has been continuously erupting for more than 35 years. Though this recent activity is a more active episode, it is not otherwise unusual. </span><span style="vertical-align: baseline; white-space: pre-wrap;">With about 100 acres covered by new lava flows, this latest Kilauea flare-up produced less than 1 cubic kilometer (about 0.2 cubic mile) of eruptive volume so far, which is a modest amount in the volcano's history.</span></span><span id="m_8785030816771214674gmail-docs-internal-guid-47500282-4521-4fb4-e393-4b0fb4362d07"> </span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span id="m_8785030816771214674gmail-docs-internal-guid-47500282-4521-4fb4-e393-4b0fb4362d07"><span style="background-color: transparent; font-family: "verdana" , sans-serif; vertical-align: baseline; white-space: pre-wrap;">More than 1,000 shallow earthquakes reflect recent deep magma movement, fissures and subsurface displacements, including two larger quakes that rocked the area in the past week. These displacements have resulted in about 2 feet of seaward, southeast-directed movement of the volcano's south flank. Potential instability of Kilauea's south flank adds a Pacific tsunami hazard risk if land collapses into the sea.</span></span></span><br />
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May 17<br />
Any danger is limited to the easternmost part of the Big Island. These types of eruptions are not that violent, except the potential of occasional steam-driven explosions that throw ash and rocks around in a small area. Better to keep some distance, and evacuate, regardless,” he said.<br />
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Fissure eruptions and slowly flowing lava are characteristic for the Big Island geology, with explosivity less common but recorded in prior eruptive events in the area as well. The origin of explosions is not the magma type, but heated water, somewhat analogous to a Yellowstone geyser.</div>
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<span style="font-family: "verdana" , sans-serif;">Twitter (<a href="https://twitter.com/vdpluijm" target="_blank">@vdpluijm</a>)</span></h4>
<span style="font-family: "verdana" , sans-serif;">May 1</span><br />
<span style="font-family: "verdana" , sans-serif;">Collapse of crater floor on #Kilauea Volcano’s East Rift Zone prompts increase in #seismic activity. More lava coming? #Hawaii #volcano #geology</span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span><span style="font-family: "verdana" , sans-serif;">May 4</span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">M6.9 was 7000 km away and my home shook 11 min later (well, my basement seismometer felt it). @raspishake #earthquake</span></span><br />
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<span style="font-family: "verdana" , sans-serif;">The other source of explosive volcanism, driven by magma submersion below groundwater table, not (silicic) composition of the magma. Dangerous as well. </span><br />
<span style="font-family: "verdana" , sans-serif;">This diagram shows how explosive eruptions occur at Kilauea: 1) lava column drops below the water table; 2) groundwater comes in contact with magma or hot rocks, 3) the flash boiling of water causes violent steam explosions.</span><br />
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<img alt="This diagram shows how explosive eruptions occur at Kilauea: 1) lava column drops below the water table; 2) groundwater comes in contact with magma or hot rocks, 3) the flash boiling of water causes violent steam explosions." height="246" src="https://pbs.twimg.com/media/Dcxlgv0X0AIFEhq.jpg" width="320" /></div>
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<span style="font-family: "verdana" , sans-serif;">May 12</span></div>
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<span style="font-family: "verdana" , sans-serif;">Nicely illustrated summary of 2018 #Kilauea eruption event thus far, and its impact. More lava (and ash?) may be ahead. #Resilience #geohazard -- ‘Shell-Shocked’ in #Hawaii: How Lava Overran a Neighborhood</span></div>
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<span style="font-family: "verdana" , sans-serif;"><a href="https://www.nytimes.com/interactive/2018/05/12/us/kilauea-volcano-lava-leilani-estates-hawaii.html">https://www.nytimes.com/interactive/2018/05/12/us/kilauea-volcano-lava-leilani-estates-hawaii.html</a> </span></div>
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<span style="font-family: "verdana" , sans-serif; margin-left: 1em; margin-right: 1em;"><a href="https://1.bp.blogspot.com/-sG909vw7B2I/Wvb9oUIoonI/AAAAAAAAolw/d81njAdDhf8sQ1RGSoOgw2FQ_VN1C0gmQCKgBGAs/s1600/IMG_20180512_104008.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="587" data-original-width="800" height="234" src="https://1.bp.blogspot.com/-sG909vw7B2I/Wvb9oUIoonI/AAAAAAAAolw/d81njAdDhf8sQ1RGSoOgw2FQ_VN1C0gmQCKgBGAs/s320/IMG_20180512_104008.jpg" width="320" /></a></span></div>
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<span style="font-family: "verdana" , sans-serif;">May 14</span></div>
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<span style="font-family: "verdana" , sans-serif;">The Pacific Tsunami Warning Center created an animation of recent earthquake and volcano activity at Hawaii's Kīlauea Volcano, from April 21 to May 13, 2018. Thousands of small (<M3) and a few larger earthquakes, in addition to multiple fissure eruptions. Kilauea is not likely done, with more honey-like lava (effusive eruption) ahead and perhaps some steam-powered explosivity (phreatic eruption). #hawaii #geohazards -- youtu.be/bm9ezJQBOXs</span></div>
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<span style="font-family: "verdana" , sans-serif;"><iframe allowfullscreen="" class="YOUTUBE-iframe-video" data-thumbnail-src="https://i.ytimg.com/vi/bm9ezJQBOXs/0.jpg" frameborder="0" height="266" src="https://www.youtube.com/embed/bm9ezJQBOXs?feature=player_embedded" width="420"></iframe></span></div>
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<span style="font-family: "verdana" , sans-serif;">May 17</span></div>
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<span style="font-family: "verdana" , sans-serif;">May 14 Landsat image of Kilauea eruption region (+ some clouds). Red marks active vents; recent flows gray; forest green; houses white. Notice formally bubbling Pu’u ’O’o vent is now drained and a steady plume at Kilauea.</span></div>
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<span style="font-family: "verdana" , sans-serif;"><a href="https://earthobservatory.nasa.gov/IOTD/view.php?id=92156" target="_blank">https://earthobservatory.nasa.gov/IOTD/view.php?id=92156</a></span></div>
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<a href="https://1.bp.blogspot.com/-bQ1PDFmPwwI/Wv2W44WvQUI/AAAAAAAAooI/J7nrU7kHY2ohFEU50Khv7Vs0ky6PRSNNQCLcBGAs/s1600/hawaii_oli_2018134.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="480" data-original-width="720" height="266" src="https://1.bp.blogspot.com/-bQ1PDFmPwwI/Wv2W44WvQUI/AAAAAAAAooI/J7nrU7kHY2ohFEU50Khv7Vs0ky6PRSNNQCLcBGAs/s400/hawaii_oli_2018134.jpg" width="400" /></a></div>
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<span style="font-family: "verdana" , sans-serif;">May 24</span><br />
<span style="font-family: "verdana" , sans-serif;">Lighter touch: The importance of Hawaii lava flows.</span><br />
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<a href="https://2.bp.blogspot.com/-mmiJUHiguDQ/WwbTlCMJGbI/AAAAAAAAoqg/HLwupY1eW6cyHJTfhG8Pip66z4sEJXztACLcBGAs/s1600/Capture.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="539" data-original-width="948" height="226" src="https://2.bp.blogspot.com/-mmiJUHiguDQ/WwbTlCMJGbI/AAAAAAAAoqg/HLwupY1eW6cyHJTfhG8Pip66z4sEJXztACLcBGAs/s400/Capture.JPG" width="400" /></a></div>
<span style="font-family: "verdana" , sans-serif;">June 3</span><br />
<span style="font-family: "verdana" , sans-serif;">Whereas media coverage of #KilaueaEruption has waned, volcanism has not. Several M5+ quakes and many smaller mark recent magmatic activity in crater region ("poolball"). </span><br />
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<a href="https://3.bp.blogspot.com/-9pZWtTbWKA8/WxQBIfzlFuI/AAAAAAAAot0/5RD8ZKW28I4NfRPh1QEWKAhKrbfVWwyMACLcBGAs/s1600/Capture2.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="386" data-original-width="915" height="167" src="https://3.bp.blogspot.com/-9pZWtTbWKA8/WxQBIfzlFuI/AAAAAAAAot0/5RD8ZKW28I4NfRPh1QEWKAhKrbfVWwyMACLcBGAs/s400/Capture2.JPG" width="400" /></a></div>
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<span style="font-family: "verdana" , sans-serif;">See @NOAA #earthquake animation through May 31: youtu.be/CybGAooIGZY. </span><br />
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<span style="font-family: "verdana" , sans-serif;">June 7&8</span></div>
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<span style="font-family: "verdana" , sans-serif;">Just like significant tectonic plate boundary earthquakes have recurrence intervals (decades to centuries), so seemingly do volcanic earthquakes. Kilauea's are 1-2 days leading to M5+. </span><span style="font-family: "verdana" , sans-serif;">M5 is equivalent to ~500 ton #TNT explosion.</span></div>
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<span style="font-family: "verdana" , sans-serif;">... June's fifth M5+ #earthquake in #Kilauea caldera, like clockwork. Growing foreshock pattern is distinct from tectonic quakes that are characterized by aftershocks. Depth-magnitude-time plot (from VolcanoDiscovery):</span></div>
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June 11</div>
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Is Kilauea the new and bigger "Old Faithful"? Not exactly, but steady daily recurrence of M5+ earthquakes and venting continues. Persistent absence of M4-5 quakes in caldera is a head scratcher (see plot), but may represent different processes in the volcano. </div>
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<a href="https://2.bp.blogspot.com/-Pplqi9Pim4s/Wx8Z7Wb_mPI/AAAAAAAAoyQ/j5kncVYLgDsj_R8rOXSWMbSMEiVtlT_7ACLcBGAs/s1600/Clipboard01.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="288" data-original-width="480" height="238" src="https://2.bp.blogspot.com/-Pplqi9Pim4s/Wx8Z7Wb_mPI/AAAAAAAAoyQ/j5kncVYLgDsj_R8rOXSWMbSMEiVtlT_7ACLcBGAs/s400/Clipboard01.jpg" width="400" /></a></div>
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July 6</div>
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Hawaii's "New Faithful" volcano continues with #earthquakes like clockwork. On average just over 1 day (~1.2) between explosions in #Kilauea. Surprisingly consistent pressure cycling in its plumbing. </div>
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<a href="https://3.bp.blogspot.com/-4s-rrhqntDI/Wz-7KWeXY5I/AAAAAAAApOc/1BZUdLd8hqc2cNktxGMo3i2llrv-kPWAgCLcBGAs/s1600/Clipboard02.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="190" data-original-width="483" height="155" src="https://3.bp.blogspot.com/-4s-rrhqntDI/Wz-7KWeXY5I/AAAAAAAApOc/1BZUdLd8hqc2cNktxGMo3i2llrv-kPWAgCLcBGAs/s400/Clipboard02.jpg" width="400" /></a></div>
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July 21</div>
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Kilauea lava eruption and its future reported by USGS: </div>
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- >430M m3 lava erupted so far is largest in centuries. </div>
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- lava delta extends >800m from pre‐eruption Kapoho Bay coastline. </div>
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- eruption may continue months to years.</div>
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<a href="https://volcanoes.usgs.gov/vsc/file_mngr/file-185/USGS%20Preliminary%20Analysis_LERZ%20July%2015%202018.pdf">https://volcanoes.usgs.gov/vsc/file_mngr/file-185/USGS%20Preliminary%20Analysis_LERZ%20July%2015%202018.pdf</a><br />
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<a href="https://1.bp.blogspot.com/-ug-0TIprOCs/W1OmWidoROI/AAAAAAAApVU/PzWj3pvVPac9Hjn4kndgyk6CmEQhuVlrACLcBGAs/s1600/Capture5.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="508" data-original-width="638" height="317" src="https://1.bp.blogspot.com/-ug-0TIprOCs/W1OmWidoROI/AAAAAAAApVU/PzWj3pvVPac9Hjn4kndgyk6CmEQhuVlrACLcBGAs/s400/Capture5.JPG" width="400" /></a></div>
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Lava delta. une 18, 2018 (USGS)</div>
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<span style="font-family: "verdana" , sans-serif;">August 8</span></div>
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<span style="font-family: "verdana" , sans-serif;">Hawaii's Kilauea volcano hits pause button. Little lava flowing, no explosive earthquakes at caldera. At best, a geologic pause (=yrs, decades), but may also be only a human pause (=days, weeks). Activity will return, so stay alert, BigIslanders. </span></div>
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<a href="https://1.bp.blogspot.com/-2ljGfWpHU1E/W2yggZM00oI/AAAAAAAApdU/kgat2fJ4nFsus_bwUjZ_o2VTiW_OpGOTwCLcBGAs/s1600/DkLZDRCXsAIJZgl.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1200" data-original-width="1600" height="300" src="https://1.bp.blogspot.com/-2ljGfWpHU1E/W2yggZM00oI/AAAAAAAApdU/kgat2fJ4nFsus_bwUjZ_o2VTiW_OpGOTwCLcBGAs/s400/DkLZDRCXsAIJZgl.jpg" width="400" /></a></div>
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Kīlauea's summit is quiet. August 2 (USGS)</div>
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<span style="font-family: "verdana" , sans-serif;">August 14</span></div>
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<span style="font-family: verdana, sans-serif;">Kilauea update. The geologic pause of lava flow and explosions continues, while coastlines redrawn (pic of new Pohoiki Bay). Flows not yet cold, but bill is, like the #BigIsland, growing: $680M. Cost of predictable #geohazards will be unsustainable.</span></div>
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<a href="https://3.bp.blogspot.com/-ErhJTh25LCA/W3RZlr4obsI/AAAAAAAAphs/U4oFsIZVciU_LztVyWcNxtuHqIy7pCgTQCLcBGAs/s1600/DkkGGigXsAEi29g.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="960" data-original-width="1280" height="300" src="https://3.bp.blogspot.com/-ErhJTh25LCA/W3RZlr4obsI/AAAAAAAAphs/U4oFsIZVciU_LztVyWcNxtuHqIy7pCgTQCLcBGAs/s400/DkkGGigXsAEi29g.jpg" width="400" /></a></div>
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Pohoiki Bay. August 12 (USGS)</div>
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-31395755853020703392018-02-01T13:12:00.001-05:002018-02-02T13:19:06.981-05:00A Meteor in Michigan: Some Seismicity and Some Geometry<div dir="ltr" style="text-align: left;" trbidi="on">
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On January 16, a little after 8:08pm local time, a bright flash
lighted the sky, and by some, even a bang was heard. An object, a meteor, that earlier had entered
our atmosphere became so heated by air friction that it exploded. Some have reported surface recovery of small fragments
of the object near the explosion. <o:p></o:p></div>
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Have a look at videos of the object and its explosion flash here: <a href="https://goo.gl/uwoqp1">https://goo.gl/uwoqp1</a> (from MLive).</div>
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The explosion was recorded by several seismic stations in the region, with the AAM station of Ann Arbor showing a remarkably clean signal (below). The USGS calculated the magnitude as M2 based on groundshaking, but the source is very different from earthquake-generating fault motion in the solid Earth. Let’s use some basic geometry to learn a bit more about the event.<br />
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<a href="https://4.bp.blogspot.com/-o3IitD5TedY/WnMo7xqcdWI/AAAAAAAAnk4/sSNPPsZ-d94li2Kdd6HJJK7YBe6PYKfuACLcBGAs/s1600/aam.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="672" data-original-width="960" height="280" src="https://4.bp.blogspot.com/-o3IitD5TedY/WnMo7xqcdWI/AAAAAAAAnk4/sSNPPsZ-d94li2Kdd6HJJK7YBe6PYKfuACLcBGAs/s400/aam.jpg" width="400" /></a></div>
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Observations place the flash about 30km north from the Ann
Arbor-AAM seismic station. The energy of
the flash reached the AAM station at 8:10:15pm local time, meaning that ~100
seconds had passed since the reported 8:08:33pm time of the flash [best time estimate from posted videos]. This allows us to test whether the
energy passed through the atmosphere or the solid Earth, or a combination. Compressive (P) waves travel about 340m/sec in
the lower atmosphere, while P ground waves travel ~5000m/sec in the rocks of
Michigan.<br />
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Air waves</div>
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If the energy source is an explosion in air, than 100sec x
340m/sec gives a distance to the explosion of 34km. With a horizontal distance of 30km,
trigonometry gives an elevation for the explosion of ~16km above the
surface. The slow speed of the object
indicates that it was already deep into our atmosphere, so this elevation seems reasonable.<br />
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Ground waves</div>
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If the energy is from impact of the object, then ~50km distance of the projected impact point to the AAM station at solid
Earth wave speeds, means that the energy would have reached the station in ~10
seconds. This short time neither matches
the timing of events, nor observation of scattered meteorite pieces before the projected impact point.<br />
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Air and ground waves</div>
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If the energy was transferred by waves traveling from the
surface location to the AAM station, the travel time would have been 30,000m ÷ 5000m/s,
is 6 seconds. Thus the soundwave in the
atmosphere would have traveled ~95 seconds from explosion to surface, meaning an
elevation of 95sec x 340m/sec, is 32 km.
Twice that of the sound waves through air only scenario above, and a little high.<o:p></o:p></div>
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Looking at the lower WNW trajectory of the meteor, the angle
was estimated at 30<sup>o</sup> from the projected surface intersection of its
path, which is about 30 km from the explosion.
Using trigonometry, this means that the explosion occurred at an
elevation of ~17km. This estimate matches the first, air-only calculation of elevation very well, but not the calculation
involving solid Earth groundwaves.<o:p></o:p></div>
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We learn from the Ann Arbor seismic record and reported timing
of events that regional shaking associated with the exploding MI meteor is from
the pressure of sound waves passing through air. This pressure was enough to shake buildings and be heard locally, and move the ground surface over several 10s of km. The exploding object did not significantly pass groundwaves
through solid Earth, nor was physical impact of the object a source of energy. Given the USGS M2 equivalence of groundshaking,
we also can try to estimate the surface expression of the explosion at ~16km elevation. Whereas an M2 earthquake is equivalent to exploding
several tens of kg of TNT in solid material, a real calculation of the
explosive power at elevation in the atmosphere is beyond my abilities.<br />
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So, a seismic station, citizen observations
and basic trigonometry illuminate some details of a January 16 exploding meteor over Michigan that mesmerized local scientists and the public alike.</div>
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Thanks to my office colleagues Eric Hetland, Yihe Huang and Jeroen
Ritsema for fun conversations.<o:p></o:p></div>
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<i>Follow Ben van der
Pluijm on Twitter: @vdpluijm<o:p></o:p></i></div>
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-74552644525317202162018-01-23T13:32:00.000-05:002018-09-20T15:59:25.182-04:00Weather or Not<div dir="ltr" style="text-align: left;" trbidi="on">
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<i>"Weather is your mood, climate is your personality." (Marshall Shepherd)</i></div>
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<br />We just learned that the year 2017 is the 3rd warmest year since modern recordkeeping of global temperatures. It is not a “winner” year, so not really considered newsworthy after 2016’s record breaking. However, 2017’s
bronze medal finish masks the important observation that the four warmest years
so far have all occurred in the decade that started in 2010 (see figure). The decade before, 2000-2009 is the current record holder, which will undoubtedly be eclipsed by 2010-2019. Such decadal trends are much better
indicators of climate change than yearly or seasonal records and, especially, weather. </div>
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<a href="https://4.bp.blogspot.com/-W9E88ds1eCY/Wmd-UTkK9RI/AAAAAAAAni0/6i-piJTn7B068PDdYrlX8R9BIKPgYallACLcBGAs/s1600/climateweather.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="450" data-original-width="750" height="240" src="https://4.bp.blogspot.com/-W9E88ds1eCY/Wmd-UTkK9RI/AAAAAAAAni0/6i-piJTn7B068PDdYrlX8R9BIKPgYallACLcBGAs/s400/climateweather.png" width="400" /></a></div>
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<span style="font-family: "calibri" , sans-serif; font-size: 11.0pt;">Annual temperature anomalies through 2017
relative to 20<sup>th</sup> Century temperatures. <br />
Credit: NOAA, <a href="https://goo.gl/vfMe8o">https://goo.gl/vfMe8o</a></span></div>
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Cataloguing 2017 as the 3rd warmest year for the US seems to contrast with personal weather experiences. Since December the US northeast has been battling bitter winter conditions, with very low temperatures and considerable snowfall. Where is the warming, as President Trump tweeted at the end of the year? Weather is the expression of short term, local condition of the atmosphere, or the “here-and-now”. While weather is ultimately linked to climate, it only does so over long time period, not the current conditions, or the “now”. Also, weather patterns are local, so one person’s cold snap experience is matched by another’s unusual heat, the “here” of weather. </div>
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Confusing weather and climate also arose during 2017’s late
summer hurricanes that battered the southern US and the Caribbean (notably
Harvey, Irma and Maria). Researchers, media
and tastemakers alike were eager to blame global warming for the unusual and
costly occurrence of several major storms in 2017. But the evidence is again more complicated,
as we also have had low storm cycles in recent, otherwise warm years. Maybe next year we have another lull in storm
activity, which no more characterizes climate warming, as high storm activity
in 2017. We know that, as the atmosphere
and the ocean warm, more energy is available for the build-up of major storms. But warming is a gradual and slow process. Only as the 21st Century
progresses do we expect to see more and/or stronger storms, but sequential
years have little change on average. A
year without major storms, just like a cold period, is no more evidence for
climate stabilization or cooling, than a year with great storm activity is evidence
for climate warming. This eagerness to
conflate weather with climate in support of one’s favored argument feeds today’s
contentious discussion, while clouding the urgency to address the impacts of a changing
climate on regional and global scales.<o:p></o:p></div>
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Whether 2017 is a cooler year than 2016 and 2015, whether it
is characterized by a cold spell, or by major storm activity must not affect the
need to address the slow atmospheric, ocean and land warming that is taking
place around the world. The impacts of
warming will be significant, if not calamitous for the unprepared, especially
the less-developed equatorial nations and the poor of the world. Reductions in greenhouse gas (GHG) emissions,
as proposed by the 2016 Paris Accord, provide an admirable step in the right
direction, but is not enough to stop or even slow gradual warming. To achieve that, more aggressive emission
reductions are needed, as a recent UN report showed (the 2017 Emissions Gap
Report, <a href="https://goo.gl/JXHMv3">https://goo.gl/JXHMv3</a>), or through climate intervention. The latter, more ominously called geo-engineering,
aims to address the symptoms and roots of warming through solar radiation
management of GHG removal, respectively.
Given that human society has been engineering climate through GHG
addition since the mid-19<span style="font-size: 13.3333px;">th</span> Century industrial revolution, perhaps climate
retro-engineering is a more appropriate descriptor. While weather is good watercooler conversation,
it is not a good proxy for the climate change debate. Whether or not the bronze medal for 2017 warming
will become a gold medal for 2018, warming is underway, and we should aggressively
deal with it, better sooner than later.<o:p></o:p><br />
<br />
<i>[Follow Ben van der Pluijm on Twitter: <complete id="goog_230641943">@vdpluijm]</complete></i></div>
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com1tag:blogger.com,1999:blog-6952275.post-92232422354655212922017-10-11T17:32:00.003-04:002018-04-19T12:25:57.520-04:00Shining a Light on Roof Solar Panels<div dir="ltr" style="text-align: left;" trbidi="on">
Unless individuals make a move, energy alternatives will remain a bit player in addressing the challenges from fossil fuel emissions. So, we decided to take the leap of roof solar panel installation for our home in Michigan.<br />
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Want to see how we're doing: <a href="https://monitoringpublic.solaredge.com/solaredge-web/p/kiosk?guid=2a13f778-d7ec-43cf-b834-b7a400ae7776">https://monitoringpublic.solaredge.com/solaredge-web/p/kiosk?guid=2a13f778-d7ec-43cf-b834-b7a400ae7776</a> ?<br />
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Step 1. Plans and Contract</h4>
Research into solar powering our house started with an online search, followed by an expensive, out-of-state bid in 2016 and a more moderate bid from a Michigan company in early 2017. Some email exchanges and then a formal proposal that was based on Google Earth imagery of our home (picture below; North is up). No home visit occurred until later.<br />
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<a href="https://4.bp.blogspot.com/--twfNtZrY-U/WWaL4IObInI/AAAAAAAAmaw/-w1_vxZeKEkBm5G0LW515MWG34UJ0Cy3gCLcBGAs/s1600/solar2.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="443" data-original-width="658" height="215" src="https://4.bp.blogspot.com/--twfNtZrY-U/WWaL4IObInI/AAAAAAAAmaw/-w1_vxZeKEkBm5G0LW515MWG34UJ0Cy3gCLcBGAs/s320/solar2.JPG" width="320" /></a></div>
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The bid is based on one year of electricity use, which, in our case, includes an outdoor hot tub (winter), A/C (summer), electric cooking and baking, but not requiring electric heating of water and air (besides well pump and furnace fan). The calculation includes efficiency from SSE roof orientation and sun days, resulting in the installation of 30 panels that each can deliver 295W peak. The total production represent ~100% of our electricity use on a full year basis. Obviously, more electricity is generated in Summer when the Sun shines for more hours than in Michigan's Winter, while electricity use is inversely proportional to the seasons. Winter days are also affected by sun angle, which is much lower than summer, further limiting unimpeded panel illumination. </div>
The year calculation is below.<br />
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<a href="https://4.bp.blogspot.com/-7JOLE76DsiQ/WWaL526-jYI/AAAAAAAAma0/KmvUe81hhDs2pc-8VMcSqbNZCZN7PJYlgCLcBGAs/s1600/solar1.JPG" imageanchor="1" style="clear: left; display: inline !important; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="274" data-original-width="738" height="145" src="https://4.bp.blogspot.com/-7JOLE76DsiQ/WWaL526-jYI/AAAAAAAAma0/KmvUe81hhDs2pc-8VMcSqbNZCZN7PJYlgCLcBGAs/s400/solar1.JPG" width="400" /></a></div>
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<a href="https://4.bp.blogspot.com/-Hum9o7jczgI/Wd6GprQW9OI/AAAAAAAAm4I/suWiXH5FPXUUsXXPfBYWcPiU1Y43YWkkACLcBGAs/s1600/20170818_095327.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1067" data-original-width="1600" height="213" src="https://4.bp.blogspot.com/-Hum9o7jczgI/Wd6GprQW9OI/AAAAAAAAm4I/suWiXH5FPXUUsXXPfBYWcPiU1Y43YWkkACLcBGAs/s320/20170818_095327.jpg" width="320" /></a></div>
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Our local energy company (DTE) only offers an energy credit structure for consumer electricity generation. This is a key piece to consider before going this route. Will the company offer energy credit as kWh during summer excess generation for winter use? Does the company pay for excess energy? The latter sounds good, but remember that they'll offer less per unit than they charge, and that they may require a long term lock-in rate that does not increase. The latter is simply a bad deal.</div>
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On our area, DTE is an energy credit company, which guides the decision to install panels with power generation that about match our yearly usage. In fact, the power company approves the maximum installation with this requirement. Disappointingly, no incentives, credits or benefits are offered by town or state. Luckily, a federal credit is available, which covers a substantial 30% of the full costs of installation. Two nice gentlemen from Michigan Solar Solutions (<a href="http://www.michigansolarsolutions.com/">http://www.michigansolarsolutions.com/</a>) visited the house for roof and electrical panel inspection, and, after signing some paperwork, left with the down payment that started the process.<br />
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Step 2. Approvals</h4>
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It took 4 weeks to get approvals in place before installation. Power company (Detroit Edison), city and township, even the county got involved. Never seen that many interested parties and rules. The power company was swift and supporting. The civic approvals seem to focus on footprint and engineering specs. The latter reflect the ability of the roof to carry the added load of solar panels, which should be ok for a typical home, and aesthetics. A final building inspection took another week after panel installation, followed by the energy company's changeover another 2 weeks later. Quite a few folks visited along the way.<br />
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Step 3. Installation</h4>
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Electricians and roof installers arrived around 8am and panels were delivered shortly thereafter. The installation requires two vacant breakers on the breaker panel to connect with a controller unit outside. This controller, in turn, connects with an inverter on each panel, requiring the installation of a thick wire tube outside the house. That took about 3-4 hours. Meanwhile roof workers installed racks to hold the 30 panels. The panels are connected serial-like, allowing for replacement and additional panels. A final outdoor switch was installed that cuts the system from the power company meter, as required, and shuts down the panels. By 5 pm all panels and boxes were installed and running. Drone camera images are below (courtesy of Jamal Hassunizadeh).<br />
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<a href="https://3.bp.blogspot.com/-1DsmdMAqggA/Wd6DrXR4HTI/AAAAAAAAm4A/uZAEI5MthbgVeE-yT-0EGf_zR7Yt09PTgCLcBGAs/s1600/IMG_3112.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="628" data-original-width="943" height="213" src="https://3.bp.blogspot.com/-1DsmdMAqggA/Wd6DrXR4HTI/AAAAAAAAm4A/uZAEI5MthbgVeE-yT-0EGf_zR7Yt09PTgCLcBGAs/s320/IMG_3112.jpg" width="320" /></a></div>
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<a href="https://1.bp.blogspot.com/-aWCjgT0Q6i0/Wd6By-Lm8AI/AAAAAAAAm3w/cN1qTcdFv1wqmscf3aA7wWtLh33tnbMdgCLcBGAs/s1600/IMG_3115.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="720" data-original-width="960" height="240" src="https://1.bp.blogspot.com/-aWCjgT0Q6i0/Wd6By-Lm8AI/AAAAAAAAm3w/cN1qTcdFv1wqmscf3aA7wWtLh33tnbMdgCLcBGAs/s320/IMG_3115.jpg" width="320" /></a></div>
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Running does not mean ready for use, however, as electrical and building inspections, and power meter changes are still needed. The first two took another week and the meter change another 2 weeks. Meanwhile precious late summer photons remained unused. The inspections went smoothly. Lastly the power company guy appeared on Friday afternoon at 5pm (after a couple of phone calls) to reprogram their meter to bi-directional metering. Then the switch was permanently thrown.<br />
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Step 4. On</h4>
Remote power monitoring offers addictive opportunity for owners. Weather has an entirely new dimension and clouds are cursed. It is clear why they are called <i>solar panels</i>, and not light panels. The gentleman from Michigan Solar Solutions returned for their final payment a couple of days after the system went live.<br />
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Power and Energy</h4>
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Energy is the ability to do work. The unit is Watt-hour, meaning one Watt of electrical power, maintained for one hour: 1 Wh of energy. Power means how fast the energy can be used, so it is energy over time; the unit is, thus, Watt. A 30W lightbulb describes power, while energy consumed is a function of the time one uses that power. Running a 30W bulb for 2 hours means 30*2=60Wh. Have a look at this site for more explanation: <a href="https://cleantechnica.com/2015/02/02/power-vs-energy-explanation/">https://cleantechnica.com/2015/02/02/power-vs-energy-explanation/</a><br />
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Today, our system of 30 panels is, for example, producing 5.5 kW, with an installed max of (30*295=) 8.85kW. In one day, it produces, say 30 kWh, which well exceeds our average use, but not by much. On a dreary and foggy day, the panels are producing a few hundred W only. As the fog dissolves, this quickly moved into kW, peaking in the middle of the day when the sun is at its maximum. Below is an annotated example record from the last 2 weeks of September. Power generation should vary by season, peaking in late spring and summer.<br />
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<a href="https://2.bp.blogspot.com/-W_yDnECk-rM/Wd6Db-LwTpI/AAAAAAAAm38/ykyZ3rSrwTkz4cRXtF-0ToJw_yM3wE9xACLcBGAs/s1600/production.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="306" data-original-width="645" height="187" src="https://2.bp.blogspot.com/-W_yDnECk-rM/Wd6Db-LwTpI/AAAAAAAAm38/ykyZ3rSrwTkz4cRXtF-0ToJw_yM3wE9xACLcBGAs/s400/production.JPG" width="400" /></a></div>
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A few surprises</h4>
Living in an area with frequent power outages, the panels will not supply energy to the home when the electricity grid is down. This has to do, I was told, with frequency variations from consumer-grade generators and converter panel electronics that require active lines outside the house. Glad we kept the generator for more than just nightime outages. When, in the future, reasonably-priced batteries become available, the panels will be able to power the house without grid connection, after additional rewiring of charged batteries. Note to Elon Musk: hurry up.<br />
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Installation of panels and electrical wiring took a day, but approvals and inspections drag on. It took >8 weeks from signing the contract to operating the system. The key step, energy company switch to solar metering, took another 2 weeks after all installation and inspections were done. These permissions and visit scheduling alone are reasons to use a licensed contractor instead of managing installation oneself.<br />
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After a week the system went down (see image above). A visit by the installer the next morning (quick response!) confirmed my suspicion that the problem was the home breaker box. Ironically, the only part not new was the culprit, and an easy fix.<br />
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<h4 style="text-align: left;">
What about cost?</h4>
I am not sharing the actual cost of our installation, as this varies by size and region (and is nobody's business), but, based on our yearly electricity use and kW/h rate of DTE, we should see a positive return on investment after 10-12 years. Clearly, this is not an investment strategy, but a moral choice. The investment return calculation does not include price increases in electricity delivery (shorter return years), nor income loss from interest/investment of the money, or non-warranty repairs (longer return years). Warranty should cover any malfunction for 6-10 years (depending on item), except for natural events like falling branches/trees, wind and hail, which are under the home insurance (with deductible). We removed one set of branches that were overhanging, limiting two end panels' production.<br />
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The turnkey price of installation comes with a 30% federal rebate that is processed with that year's federal taxes (or prorated). In shameless Michigan, no other incentives are offered, not even tax-exempt parts and installation. A haircut has no taxes, but renewable energy does.<br />
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Stay tuned for a cost efficiency update in a few months, power production and any hiccups along the way.<br />
<br />
<i>[Follow Ben van der Pluijm on Twitter: @vdpluijm]</i><br />
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com8tag:blogger.com,1999:blog-6952275.post-77061572145911468592017-09-22T17:14:00.002-04:002017-09-25T22:43:01.535-04:00Water World: Sea Level Rise, Coastal Floods and Storm Surges<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-family: inherit;">The coastal land margin of the United States has seen numerous extreme events of historical proportions in just the first two decades of the 21st century. An incomplete list includes Hurricanes Charley and Ivan in 2004, Katrina, Rita, and Wilma in 2005, Ike (2008), Irene (2011) and Sandy (2012), the Louisiana Flood of August 2016, and now Harvey and Irma in 2017.<br><br>Common to all is the juxtaposition of resulting floods with displaced people and damaged infrastructure. These seminal disasters will exceed $500 billion in damages, and cumulative loss of lives and suffering are devastating. However, it is possible that these tragedies can serve as Sirens for planning our future.<br><br><div style="text-align: center;">
<a href="https://2.bp.blogspot.com/-alle2LrMPoM/WcV7WepmldI/AAAAAAAAmwA/5sAHWhpzzIER_XD7gBnoEG2GHU2nCbXHwCLcBGAs/s1600/Vox-Hagan-Pluijm-salt-marsh-Credit-Bilskie-800x600.jpg" style="font-family: inherit;"><img border="0" src="https://2.bp.blogspot.com/-alle2LrMPoM/WcV7WepmldI/AAAAAAAAmwA/5sAHWhpzzIER_XD7gBnoEG2GHU2nCbXHwCLcBGAs/s320/Vox-Hagan-Pluijm-salt-marsh-Credit-Bilskie-800x600.jpg"></a></div>
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<span style="font-family: inherit;">The salt marshes of Grand Bay National Estuarine Research Reserve in Mississippi are very vulnerable to sea level rise. Using an integrated “system of systems” approach represents a paradigm shift in modeling and understanding the dynamics of the coastal land margin. </span></div>
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<span style="font-family: inherit;"><span style="font-size: x-small;">Credit: Matthew V. Bilskie, Louisiana State University</span></span></div>
<br>To understand the past, present and future state of the coastal land margin we suggest that a “system of systems” approach is useful. For example, each weather event is a system unto itself that interacts with the built and natural environment. How these systems respond to an extreme condition is better understood by studying the multi-faceted, complex interactions of humans and nature. Add modern climate change and associated outcomes of, for example, sea level rise, and the value of holistic system of systems methodology becomes apparent.<br><br>The region where the land meets the sea is a dynamic system. Population grows; shorelines, dunes and barrier islands morph; land use and land cover changes; marshes expand and contract; and with sea level rise these alterations will be magnified.<br><br>The coastal land margin is not like the hard edge of a bathtub. When sea level rises in a coastal ocean basin the response in the nearshore regions is best modeled dynamically. The process diagram below illustrates the integrated system of systems approach for understanding the coastal dynamics of sea level rise [<a href="http://dx.doi.org/10.1002/2016EF000493" target="_blank">Kidwell, et al., 2017</a>].</span><div>
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<span style="font-family: inherit;"><br>This represents a recent paradigm shift in computational capabilities and our approaches. A special issue of Earth’s Future, entitled <a href="http://agupubs.onlinelibrary.wiley.com/hub/issue/10.1002/(ISSN)2328-4277.GULFSEARISE1/" target="_blank">Integrated field analysis and modeling of the coastal dynamics of sea level rise in the northern Gulf of Mexico</a>, provides a comprehensive overview of this shift. These studies, for example, show that storm surge response to sea level rise is not simply additive. Storm surge flooding for the Mississippi, Alabama, Florida panhandle regions more than double with an overall increase of nearly 140% from present-day (283 km^2 of flooding) to a 2-m sea level rise (672 km^2 of flooding). To put this into perspective, the average land area of a coastal city in Mississippi, Alabama, and the Florida panhandle is 50 to 100 square kilometers. In the same sea level rise scenario, agricultural lands in the region will see an increase in inundation area by nearly 190%, and total inundated land area will increase by nearly 90%.<br><br>The nonlinear response to sea level rise is not limited to the northern Gulf of Mexico or other low-gradient landscapes, but applies to coastal regions around the world, creating some of the greatest societal challenges, as exhibited this hurricane season.<br><br>Scott Hagen and Ben van der Pluijm (Eos, 2017)<br>From: <a href="https://eos.org/editors-vox/water-world-sea-level-rise-coastal-floods-and-storm-surges">https://eos.org/editors-vox/water-world-sea-level-rise-coastal-floods-and-storm-surges</a></span> </div>
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-14195018944099759352017-05-30T08:16:00.002-04:002019-07-25T10:01:59.655-04:00Sgt Pepper is 50.<div dir="ltr" style="text-align: left;" trbidi="on">
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It was 50 years ago today ...
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A new stereo remix of the Sgt. Pepper's Lonely Hearts Club Band album has been released to celebrate its 50-year anniversary (<a href="https://goo.gl/lX2dpz">https://goo.gl/lX2dpz</a>). Remixed by Son Martin it feels overproduced on several songs, though overall crisper and more balanced than
before. Listen to the mono version, however, and
you’d get the Beatles’ preferred sound mix. <o:p></o:p></div>
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Whereas often considered the culmination of their
creativity, the album is uneven. Its heralded
“concept” structure is really Sgt. Pepper's Intro and Reprise bookending several brilliant songs and some lesser ones, which are mostly unconnected.
Imagine if George Martin had decided to include (Lennon's) Strawberry Fields
Forever and (McCartney's) Penny Lane and removed (Lennon’s) For the Benefit of Mr Kite or (McCartney's) Fixing a hole, and halved the droning (Harrison’s) Within You Without You. They might even have considered the addition of (Lennon’s) All you
Need is Love, which was finalized around that time (or, who knows, Carnival of
Light). The lineup (below, with a few minutes extra) would have eclipsed
Revolver, which otherwise remains their creative masterpiece.<br />
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Side one</h4>
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<li>Sgt.
Pepper's Lonely Hearts Club Band </li>
<li>With
a Little Help from My Friends </li>
<li>Lucy
in the Sky with Diamonds</li>
<li>Getting
Better</li>
<li>For the Benefit of Mr Kite</li>
<li>She's
Leaving Home</li>
<li>Strawberry
Fields Forever</li>
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Side two</h4>
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<li>Penny Lane</li>
<li>Within You Without You (short version)</li>
<li>When I'm Sixty Four</li>
<li>Lovely
Rita</li>
<li>Good
Morning Good Morning </li>
<li>Sgt.
Pepper's Lonely Hearts Club Band</li>
<li>A
Day in the Life</li>
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0tag:blogger.com,1999:blog-6952275.post-58578698946450268432017-05-26T15:05:00.000-04:002017-05-26T15:08:58.301-04:00Ken & Ben on Climate & Engineering - A Reddit AMA<div dir="ltr" style="text-align: left;" trbidi="on">
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On March 23, 2017, <b>Ken Caldeira</b>, professor and climate scientist at Stanford University, and <b>Ben van der Pluijm</b>, Editor-in-Chief of AGU’s journal Earth’s Future, and professor and geologist at University of Michigan, hosted a Reddit Ask-Me-Anything on Climate Change and Climate Engineering. </div>
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<b>Ken Caldeira</b>
works on a broad array of issues including the physical climate system, global
energy systems, ocean acidification, and geoengineering. Solar geoengineering
involves trying to cool the Earth by deflecting some incoming sunlight away
from our planet. Studies have shown that actions like putting small particles
in the stratosphere could reflect some sunlight away from the Earth,
potentially taking our climate back to a point similar to pre-industrial
revolution. Of course, we know for sure about only one habitable planet, and
toying around with this planet at the required scale would pose great risks --
but allowing the Earth to warm from our greenhouse gas emissions also poses
grave risks. <o:p></o:p></div>
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<b>Ben van der Pluijm</b>
works on societal resilience and the impacts of global change. Building on our human
history of engineering applications to overcoming societal challenges, climate
engineering should be included as a viable solution for reducing the impacts of
global warming. Climate engineering takes two approaches: (1) Carbon dioxide
removal, and (2) solar radiation management. The former addresses the cause of
climate warming by removing a greenhouse gas from the atmosphere ("treat
the illness"). The latter offsets the warming effects of greenhouse gases
by allowing Earth to absorb less solar radiation ("treat the
symptoms"). Given worldwide impact, planning for climate engineering must
occur on a global scale, involving all nations, large and small, rich and poor,
and not be limited to a few technologically advanced, wealthy countries.<o:p></o:p></div>
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The <b>goal of the Reddit AMA</b>
was to advance the conversation about possible solutions to global warming by
answering questions about climate change and whether geoengineering techniques can
minimize the impacts for ecosystems and people.
Below are selected questions (in bold) and responses from over 200
questions that were posted in a 2-hour window.
Answers are minimally edited for clarity and brevity; questions are
verbatim. The full exchange is posted at
<a href="https://goo.gl/b16jAi">https://goo.gl/b16jAi</a> and <a href="https://doi.org/10.15200/winn.149027.73446">https://doi.org/10.15200/winn.149027.73446</a>.<o:p></o:p><br />
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<h3 style="text-align: left;">
<b>What's the single
most effective evidence of climate change when convincing skeptics?</b></h3>
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<b>Ken:</b> I think the
instrumental record of surface temperature is the most compelling evidence of
temperature change. The fact that the stratosphere is cooling while the lower
atmosphere warms is the most compelling piece of evidence that greenhouse gases
are behind this warming. Almost everything else (solar variability, changes in
ocean heat fluxes, etc) would cause both the stratosphere and near-surface
temperatures to move together. The fact that stratospheric temperatures are
moving in the opposite direction to surface temperatures is a real smoking gun
pointing to our greenhouse gas emissions as the culprit.<o:p></o:p></div>
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<b>Ben:</b> Responses
will vary, but I always highlight sealevel rise as evidence (more ice cap
melting from warming) and as impact (coast-oriented human society).<br />
<br /></div>
<h3 style="text-align: left;">
<b>Correct me if I'm
wrong but climate change is not an issue at the national level, but more at the
global level. With such ignorance and denial by leaders of some of those
nations, United States particularly, it seems like changing ones worldview is a
bigger problem than coming up with or implementing ideas to slow climate
change. Nations like the United States were built on coal is it conscionable to
tell another nation or enforce carbon tax on emerging nations doing the same?</b></h3>
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<b>Ken:</b> Climate
change is an issue at every level. The problem is that costs are borne by the
individual in the here-and-now but benefits are to the whole world for
thousands of years into the future. It is this game theoretic challenge that
makes this such a difficult problem.<o:p></o:p></div>
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<b>Ben:</b> Climate
change is a shared issue. As a large and wealthy nation, the US should take a
lead in addressing the impacts and solutions to change, regardless of our past role.
Past behaviors provide valuable lessons for the future. We are in this
together.<br />
<br /></div>
<h3 style="text-align: left;">
<b>I understandably get
a sense of dread when I read headlines like, "CO2 LEVELS HAVE PASSED THE
POINT OF NO RETURN". What does that mean quantitatively, and does it really
mean that climate change as a result of carbon emissions is now out of our
hands? Are there still steps that can be taken as a species to
slow/stop/reverse it? How about on national level? How about on an individual
level?</b></h3>
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<b>Ken:</b> I am not a
fan of these 'point of no return' declarations. Our CO2 emissions may cause
damage and suffering, but humans will not go extinct as a result of our
emissions. We will always deal with whatever conditions we have. The question
is not one of how do we survive, but rather how do we want to live?<o:p></o:p></div>
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<b>Ben:</b> First,
having CO2 in the atmosphere is good for us, making for habitable surface
conditions. Modern CO2 increases will take decades to show their full impact.
Adding more CO2 (and methane) will increase these impacts. We should try to
minimize future increases as they have significant impact for human society,
but perhaps also consider reducing CO2. The good news: we'll ultimately deal
with change one way or another.<br />
<br /></div>
<h3 style="text-align: left;">
<b>Carbon dioxide
removal and solar radiation management are both likely to be useful and
necessary tools for dealing with climate change - but how are we planning to
pay for them? Do you envisage some sort of carbon tax in various countries to
raise funds? Governments just deciding to do it on their own? Private donors?
What is your most likely source of funding?</b></h3>
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<b>Ken:</b> Carbon
dioxide removal is thought to be expensive and paying for it will be at least
as challenging as paying for CO2 emissions reduction. On the other hand,
putting sulfate aerosols in the stratosphere is relatively cheap and would be
in the noise of budgets of big countries. The main issue with solar
geoengineering is adverse impacts and risk, not direct financial cost of
deployment.<o:p></o:p></div>
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<b>Ben:</b> For
starters, our changing climate is expensive already. I am not an economist, but
do believe that full-cost accounting is the first step in understanding true
environmental cost. Then, any remediation efforts may not look too bad. In
today's economic world structure, a carbon tax certainly will have an impact.
If governments don't step up, hopefully foundations are willing to support
action. Also, industry can (and should) play a role.<br />
<br /></div>
<h3 style="text-align: left;">
<b>What are some
struggles with renewable power integration? Say we wanted to go 100% renewable
by 2050, what would be the biggest obstacle during the transition?</b></h3>
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<b>Ken:</b> One of the
biggest challenges is dealing with the intermittency of wind and solar
electricity generation. Another big challenge is how to decarbonize things like
aviation, which today depends on dense liquid fuels. Ultimately, it is largely
a question of willingness to pay more for something that works a little less
well, but is better for the environment.<o:p></o:p></div>
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<b>Ben:</b> Our current
infrastructure is based on fossil fuel energy. In the US, 80+% of energy is
still produced this way. Once the obstacle for an energy transition was
technology, but today the obstacle is mostly infrastructure (transportation, grid,
etc) and embedded interests (industry, job sectors, etc). Price is no longer a
large issue.<br />
<br /></div>
<h3 style="text-align: left;">
<b>Solar radiation
management (particularly through the injection of sulphate aerosols in the
stratosphere) is a form of geoengineering that has seen significant interest
among researchers as a potential way to buy time of society can't get its act
together to reduce emissions quickly enough. As researchers who have worked
extensively on the subject, what do you see as the relative pros and cons of
this geoengineering approach?</b></h3>
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<b>Ken:</b> The pros are
that solar geoengineering with stratospheric aerosols is pretty cheap and easy,
and we know from volcanic eruptions that it will basically will work and not
cause the world to end. The main cons are that there are likely to be both
environmental and sociopolitical downsides that are hard to predict. Risk aversion
suggests we would do better to try to reduce our interference in complex
Earth-system processes, and that increasing our interference is likely to lead
to unforeseen problems.<o:p></o:p></div>
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<b>Ben:</b> Solar Radiation
Management, as you describe, would allow us to turn action on and off at will.
That is good. However, we must also be sure that neighbors agree with such
action. This requires dialogue and shared decision-making.<br />
<br /></div>
<h3 style="text-align: left;">
<b>I recently read a
paper that found fracking was producing more leaks than we had previously thought.
Is methane in the atmosphere a problem that should be talked about more? Also
what damage are we doing to the Earth by using fracking and what consequences
might we see? Thank you very much for your time and I wish you the best of luck
in your mission.</b></h3>
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<b>Ken:</b> There are
several issues with fracking. To me, the central question is whether we want to
be expanding fossil fuel industries that depend on dumping waste CO2 into the
sky at a time when we know that we need to be phasing out such industries.
Methane releases associated with fracking are substantial, but with good
management policies these emissions can be curtailed. It is much harder to
prevent the CO2 from combustion of that methane from reaching the atmosphere.
Of course, when fracking is poorly implemented, there is the potential for
substantial local environmental hazard.<o:p></o:p></div>
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<b>Ben:</b> Fracking
targets the release of the greenhouse gas methane that is buried in geologic
(typically shale) formations. The goal is to catch this released gas, but, yes,
some escapes. Such leaks are tracked by EPA and NASA agencies, for example. Other
issues with fracking are subsurface pollution (like groundwater) and continued fossil
fuel reliance. Methane is converted to CO2 for energy production, a greenhouse
gas, which contributes to atmospheric warming. As a geologist I also mention the
role of human-induced earthquakes from fracking, but that is for another AMA.<br />
<br /></div>
<h3 style="text-align: left;">
<b>How do you feel about
Naomi Klein's book 'This Changes Everything' and its conclusion that capitalism
is at the Crux of the climate issue and can only be solved by reevaluating that
part of our society?</b></h3>
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<b>Ken:</b> If we wait
to save the climate problem until capitalism is overthrown, we will be waiting
too long. The climate problem is not that hard to solve technically. We just
need to decide that we are willing to pay for it. Economists estimate that
solving the climate problem might cost 2% of GDP. Compare this with the 17% of
GDP the US now spends on health care or approximately half of that it spends on
the military. We could be more efficient on delivering health care or spend
less on the military and easily have enough resources to solve the climate
problem.<o:p></o:p></div>
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<b>Ben:</b> I have not
read the book, but heard the arguments. One could also argue that capitalism
will support change if you and I decide to make our choices accordingly. Oil
companies find and sell oil only because we buy it.<br />
<br /></div>
<h3 style="text-align: left;">
<b>What tipping point do
you think will end the corporate-sponsored mass denier movements in the west?
Or are the courts likely to do it first?</b></h3>
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<b>Ken:</b> I push back
on the "tipping points" framing. Most changes in the climate system
will, I think, be fairly progressive and continuous. Tipping points can happen
in social systems, where there is a phase change in human attitudes towards
something. It is, of course, challenging to try to create that social tipping
point. I guess that I am doing a little but to try to create that tipping point
by doing this Reddit AMA.<o:p></o:p></div>
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<b>Ben:</b> The problem
with the notion of "tipping points" is that climate change is gradual
on the human scale. Perhaps looking back we will see the aggregate of impacts
as a tipping point, but day-to-day we see mostly annoyances. Their costs might
be the ultimate driver for changing our practices. My fellow geologists in a
future, far, far away will likely see a tipping point in our reaction.<br />
<br /></div>
<h3 style="text-align: left;">
<b>Curbing CO2, methane,
etc is politically and practically very, very hard. Will geoengineering be our
only option? How smart are we to pull this off?</b></h3>
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<b>Ken:</b> Phase
changes in social systems are possible. People used to accept slavery and no
longer accept slavery. Few people foresaw the fall of the Soviet Union. Few
people thought Congressional Republicans would be supporting protectionist
trade policies and support a pro-Russian President. So, the unexpected can and
does happen. I am still hoping for and working towards a change in social
attitudes towards using the sky as a waste dump for our CO2 pollution. I am
hoping this will result in a major transformation of how we obtain and use
energy. But, I don't want to put all of my eggs in one basket, so I also want
to understand whether and how geoengineering options might be able to reduce
suffering and damage in both human and natural systems.<o:p></o:p></div>
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<b>Ben:</b> If we stop
producing atmospheric CO2 and methane today we will still see climate change
for decades to centuries, because the atmosphere is slow to react. So, first,
we have to live with change, and, second, we want to minimize further change.
The latter can occur by greenhouse gas emission reduction policies, and by
geoengineering, the topic of this Reddit-AMA. Either way, we are smart enough
to deal with change.</div>
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Ben van der Pluijmhttp://www.blogger.com/profile/10604034603624179554noreply@blogger.com0