tag:blogger.com,1999:blog-62263972580278422932024-02-19T00:25:14.737-07:00Brian Blaylock's Weather BlogA weather discussion journalBrian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.comBlogger434125tag:blogger.com,1999:blog-6226397258027842293.post-67414706278605754212022-08-02T10:03:00.002-06:002022-08-02T10:03:19.290-06:00Grid Spacing vs. Resolution<p> If you spend enough time with meteorologist, you'll inevitably hear criticism against using the non-interchangeable terms "grid spacing" and "resolution" to describe the spacing between grid points in a numerical weather model. Just last week I reviewed a paper where one of the other reviewers blasted the authors for incorrectly using the terms interchangeably. I cringed at the comment. What drives me nuts about this is that <i>the reviewer didn't even explain why the terms are not interchangeable. </i>The supposed incorrect use of the term model "resolution" in place of "grid spacing" will go on forever because those who are deeply offended by those who interchange the term rarely explain <i>how the two terms are different.</i> </p><p>What is the difference?</p><p>In a <a href="https://journals.ametsoc.org/view/journals/bams/81/3/1520-0477_2000_081_0579_caa_2_3_co_2.xml">March 2000 BAMS commentary</a>, Lewis D. Grasso explains: </p><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px;"><p>The two terms <i>grid spacing</i> and <i>resolution </i>refer to two different length scales that characterize a grid configuration. Because of this, they are not interchangeable in linear and nonlinear numerical models. It is not possible to resolve a wave on the scale of one grid spacing in any spatial direction. Since 2Δx and 3Δx waves are removed to prevent nonlinear instability, waves on the scale of at least 4Δx may be resolved. Other terms that may be used in place of grid spacing are <b>grid interval</b>, <b>grid length</b>, and <b>grid increment</b>. </p></blockquote><p>There you have it; resolution is not the correct term to describe a model's grid spacing because resolution refers to the length scale that waves are resolved in the model.</p><p>More resources on the topic</p><p></p><ul><li><a href="https://weather.mailasail.com/Franks-Weather/Grid-Length-Resolution">https://weather.mailasail.com/Franks-Weather/Grid-Length-Resolution</a></li><li><a href="https://www.meted.ucar.edu/nwp/model_structure/navmenu.php?tab=1&page=3-0-0">https://www.meted.ucar.edu/nwp/model_structure/navmenu.php?tab=1&page=3-0-0</a></li></ul><div><br /></div><a name='more'></a><div>My personal thoughts on the subject:</div><div><ol><li>The confusion in the term "resolution" to describe NWP models likely stems from the ubiquitous use of the term in digital imagery. Resolution in digital images is measured in pixels per inch (ppi), megapixels, etc. When describing a model's grid configuration, I don't interpret the term "resolution" as referring to the <i>length scale waves are resolved</i>; instead, I think about how the terrain and land features of the model are depicted. Similar to how digital images are described in terms of the images "resolution," I think about the <i>model grid </i>in the same way--the number of "pixels" in a given area (i.e., 1 "pixel" or grid point every 3 km). This is perfectly clear to me and is likely understood that way by anyone else reading a description of how a model was configured.</li><li>Please stop being critical of the terms "grid spacing" and "resolution" used interchangeably. If you insist on being correct, take a moment to teach the person why "grid spacing" is more appropriate--also please consider if the correction is really needed. Ask yourself, "in this context, is there confusion if a person is talking about grid spacing or wave resolution?" When a person says "model resolution" when describing how a model was set up, it is likely clear that they are referring to the number of grid points in an area. </li><li>Meanings of words do change over time, and because of the ubiquitous use of the term "resolution" in digital images in our day, it would be more clear to non-meteorologists if we used the term "resolution" to describe a model's grid spacing. Someone please tell me, how often do we talk about <i>the length scale waves are resolved</i> when describing a model's setup?</li><li>The term "grid resolution" should be acceptable to describe the spacing between grid points.</li></ol></div>Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-9069263567014046072021-06-28T10:05:00.004-06:002021-06-28T10:05:44.958-06:00Exceptional heat in the Northwest<p> A quick little note about the record-breaking temperatures in the Northwest this weekend. These temperatures exceed the 95th percentile HRRR analysis "climatology" by over ten degrees.</p><div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhWqZmU6X4GkpxCnQHijK_XAXua8CSW-CEi80CQ3BngTnAL4djSmdX_s4V1Aq_muGKmJEvNIxmO1Ku3_0QLpXwGh0YrCJxJ6wQuJWk7JOBuVziWCYbuuYmZ1Klmbb1HiYA8nfqT0AWMEzs/s950/plot_hrrr_custom.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="672" data-original-width="950" height="453" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhWqZmU6X4GkpxCnQHijK_XAXua8CSW-CEi80CQ3BngTnAL4djSmdX_s4V1Aq_muGKmJEvNIxmO1Ku3_0QLpXwGh0YrCJxJ6wQuJWk7JOBuVziWCYbuuYmZ1Klmbb1HiYA8nfqT0AWMEzs/w640-h453/plot_hrrr_custom.png" width="640" /></a></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgVNYkZtkTHdqF7ROxVvLKkunWPsshWWyp6u-4O460pz1eNKaUb45OYvqEizF28SLUPfEETCZMPExwHb5XY82K0dI_UqyF6ONOgcgrRs9Ewzhsr5oVyXvInnoUzOFuYa92omBP40U-SOLg/s950/plot_hrrr_custom+%25281%2529.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="672" data-original-width="950" height="452" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgVNYkZtkTHdqF7ROxVvLKkunWPsshWWyp6u-4O460pz1eNKaUb45OYvqEizF28SLUPfEETCZMPExwHb5XY82K0dI_UqyF6ONOgcgrRs9Ewzhsr5oVyXvInnoUzOFuYa92omBP40U-SOLg/w640-h452/plot_hrrr_custom+%25281%2529.png" width="640" /></a></div><br /><div class="separator" style="clear: both; text-align: center;">And the forecast for later today</div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjCGXzgl6yTRGGiL1mRIcjFJm6h8TKaydU1soMNFxkguZlSspK-fhidWLw-06ishF49K8qTtPHjT8dGOsDDlTuR3LTOAZOXrfAPkP2BI5DDjC1MGoZwiSg4fTalG92NZEljnF8JXPxNrPI/s950/plot_hrrr_custom+%25283%2529.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="672" data-original-width="950" height="452" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjCGXzgl6yTRGGiL1mRIcjFJm6h8TKaydU1soMNFxkguZlSspK-fhidWLw-06ishF49K8qTtPHjT8dGOsDDlTuR3LTOAZOXrfAPkP2BI5DDjC1MGoZwiSg4fTalG92NZEljnF8JXPxNrPI/w640-h452/plot_hrrr_custom+%25283%2529.png" width="640" /></a></div><br /><div class="separator" style="clear: both; text-align: center;"><br /></div><div class="separator" style="clear: both; text-align: center;"><br /></div>Figure generated from <a href="https://home.chpc.utah.edu/~u0553130/Brian_Blaylock/hrrr_custom.html">HRRR Custom (utah.edu)</a></div><div><br /></div><div>See this <a href="https://journals.ametsoc.org/view/journals/atot/35/11/jtech-d-18-0073.1.xml" target="_blank">paper</a> for details about the HRRR analysis "climatology"<br /><div><br /></div></div>Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-29592528026959285502021-01-15T11:51:00.009-07:002021-01-15T11:51:57.718-07:00New Documentation<p> I finally got around to consolidating some of my more useful Python code and generated Sphinx documentation.</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blaylockbk.github.io/goes2go/_build/html/_images/goes2go_logo.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="254" data-original-width="800" height="63" src="https://blaylockbk.github.io/goes2go/_build/html/_images/goes2go_logo.png" width="200" /></a><a href="https://blaylockbk.github.io/SynopticPy/_build/html/_images/SynopticPy_logo.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="250" data-original-width="800" height="62" src="https://blaylockbk.github.io/SynopticPy/_build/html/_images/SynopticPy_logo.png" width="200" /></a><a href="https://blaylockbk.github.io/HRRR_archive_download/_build/html/_static/HRRR-B_logo.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="254" data-original-width="800" height="63" src="https://blaylockbk.github.io/HRRR_archive_download/_build/html/_static/HRRR-B_logo.png" width="200" /></a></div><div class="separator" style="clear: both; text-align: center;"><br /><div class="separator" style="clear: both; text-align: center;"><br /></div></div><p>Please check out the following packages:</p><p></p><ul style="text-align: left;"><li><a href="https://blaylockbk.github.io/goes2go/_build/html/" target="_blank">GOES-2-go</a>: </li><ul><li>download GOES-16 or GOES-17 data from Amazon Web Services (ABI and GLM data).</li><li>RGB recipes for ABI images (Natural Color, Air Mass, Water Vapor, etc.)</li></ul><li><a href="https://blaylockbk.github.io/SynopticPy/_build/html/" target="_blank">SynopticPy</a>:</li><ul><li>Retrieve mesonet data from the Synoptic API</li></ul><li><a href="https://blaylockbk.github.io/HRRR_archive_download/_build/html/" target="_blank">HRRR-B</a>:</li><ul><li>Download HRRR data from the HRRR archives at the University of Utah's Pando archive, Google Cloud Platform, and Amazon Web Services.</li></ul></ul><p></p>Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-1800525525995204612020-09-09T11:40:00.009-06:002020-09-12T19:18:25.285-06:00Fire and Smoke Season<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh5TeRzR7I6KJqlI5xkGG88rtHI_sBDsmw3tvYJFacPlGMgya8nmRHzBYOCZ95Vv_gndNrkT17PUY3tvOt22WNSGgYPgqORQEmAeDRChOySY8CGnmDCRksg1X1wp-vNHLUg-dhVnwXgrYI/s1508/Annotation+2020-09-09+103850.png" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="882" data-original-width="1508" height="366" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh5TeRzR7I6KJqlI5xkGG88rtHI_sBDsmw3tvYJFacPlGMgya8nmRHzBYOCZ95Vv_gndNrkT17PUY3tvOt22WNSGgYPgqORQEmAeDRChOySY8CGnmDCRksg1X1wp-vNHLUg-dhVnwXgrYI/w625-h366/Annotation+2020-09-09+103850.png" width="625" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><div>Smoke from Wildfires seen by GOES-West </div><div>September 9, 2020</div></td></tr></tbody></table><div><br /></div><div>Loop: <a href="https://rammb-slider.cira.colostate.edu/?sat=goes-17&z=2&im=12&ts=1&st=0&et=0&speed=130&motion=loop&map=1&lat=0&opacity%5B0%5D=1&hidden%5B0%5D=0&pause=0&slider=-1&hide_controls=0&mouse_draw=0&follow_feature=0&follow_hide=0&s=rammb-slider&sec=conus&p%5B0%5D=geocolor&x=6946.31982421875&y=3877.280029296875">https://rammb-slider.cira.colostate.edu/?sat=goes-17&z=2&im=12&ts=1&st=0&et=0&speed=130&motion=loop&map=1&lat=0&opacity%5B0%5D=1&hidden%5B0%5D=0&pause=0&slider=-1&hide_controls=0&mouse_draw=0&follow_feature=0&follow_hide=0&s=rammb-slider&sec=conus&p%5B0%5D=geocolor&x=6946.31982421875&y=3877.280029296875</a></div><div><br /></div><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiDZRhtlCqF4IIr8bS7GKq6zLgc6q3Dmhl9CPx02a6eQK5c331aCMKcH9kE6eOLBAmSsOwV_k3UwhhWgKPDQPAufyjafXyzXK0FotW-NlWZryEXYHmeMRSW0zUwiOXo73snPFYh-vdVJwI/s1808/smoke_2020.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="569" data-original-width="1808" height="198" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiDZRhtlCqF4IIr8bS7GKq6zLgc6q3Dmhl9CPx02a6eQK5c331aCMKcH9kE6eOLBAmSsOwV_k3UwhhWgKPDQPAufyjafXyzXK0FotW-NlWZryEXYHmeMRSW0zUwiOXo73snPFYh-vdVJwI/w625-h198/smoke_2020.png" width="625" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">MODIS (NASA Worldview)<br /></td></tr></tbody></table><br /><div><br /></div><div>This was a odd week. On September 9th, there was so much smoke it created an eerie Mars-like atmosphere. The solar radiation in Pacific Grove was very low, and it wasn't even foggy! This smoke certainly helps keep the temperatures down.</div><div class="separator" style="clear: both; text-align: center;"><img height="314" 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" width="608" /></div><div>This picture is from my sister's friend's aunt's neighbor (do you follow??) in Salem, Oregon. That's about what it looks like here in Monterey. Any zombies hiding in those trees? Maybe the Curiosity rover?</div><div><img alt="Image" class="CToWUd a6T" data-image-whitelisted="" height="365" id="m_-14011892974641805054ac82dae-e467-4ed2-90c7-1e8d77c78fc1" src="https://mail.google.com/mail/u/0?ui=2&ik=84521762f0&attid=0.1&permmsgid=msg-f:1677395606812148266&th=17474e6acbd6c22a&view=att&disp=emb" style="-webkit-text-stroke-width: 0px; color: #212121; cursor: pointer; font-family: arial, helvetica, sans-serif; font-size: 13.33px; font-style: normal; font-variant: normal; font-weight: 400; letter-spacing: normal; max-width: 100%; orphans: 2; outline-style: none; outline-width: 0px; text-align: left; text-decoration: none; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;" tabindex="0" width="274" /><b></b><i></i><u></u><sub></sub><sup></sup><strike></strike><br /></div><div><b></b><i></i><u></u><sub></sub><sup></sup><strike></strike><br /></div>Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-32107960832018616102019-11-27T09:48:00.003-07:002019-11-27T09:48:31.716-07:00Pacific CycloneI measured 0.9 inches of rain in Monterey, CA over yesterday evening and night. We also received hail that was the most clear hailstones I have ever seen. It was a very exciting rain storm. The power went out for about 20 seconds.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjgWInBU65NU8_SV1XbeMxCo75lewFRGcmRcG7twsn-kuhgvlm6hBLvc4kUogYt0MTfv6tlPya6ukiM1hvcxYj7osA9ejOndv9LRM9OuEUbCjGnvjqohXIFRGHE8NaE2kPt-UjiIxG1uG0/s1600/Annotation+2019-11-27+084518.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1149" data-original-width="1343" height="273" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjgWInBU65NU8_SV1XbeMxCo75lewFRGcmRcG7twsn-kuhgvlm6hBLvc4kUogYt0MTfv6tlPya6ukiM1hvcxYj7osA9ejOndv9LRM9OuEUbCjGnvjqohXIFRGHE8NaE2kPt-UjiIxG1uG0/s320/Annotation+2019-11-27+084518.png" width="320" /></a></div>
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The HRRR analysis at 0000 UTC and 0400 UTC (4:00 PM and 8:00 PM Pacific Time) shows the cyclone approaching northern California.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgaJBikW7HDHcUFlsXbbwGZ0JJiJoN2wvm7EYhPOHGspUEkhalLg4pHVe2fWZlHOVHFIBFRnTrj9j3gfqx6zboQYHaClzvj2xqAjQnPj9ipkvawfxqU2EwEjQDYGrccTd08haYkAMh_I9A/s1600/0000.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="665" data-original-width="950" height="448" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgaJBikW7HDHcUFlsXbbwGZ0JJiJoN2wvm7EYhPOHGspUEkhalLg4pHVe2fWZlHOVHFIBFRnTrj9j3gfqx6zboQYHaClzvj2xqAjQnPj9ipkvawfxqU2EwEjQDYGrccTd08haYkAMh_I9A/s640/0000.png" width="640" /></a></div>
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjmMqHiPEc6AsxiC09D1sb-QEmMrdrl_AtBatWjDSejwPd1ImsrG44FtFZAldR55OiceoQ2mSqXxP1CrAtE7ZuC0SIy_rFYzEg3ipEgdEj-Fb_EIn7WTrGw8T9OtD9AJzRMSRvjeWLewK0/s1600/0400.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="665" data-original-width="950" height="448" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjmMqHiPEc6AsxiC09D1sb-QEmMrdrl_AtBatWjDSejwPd1ImsrG44FtFZAldR55OiceoQ2mSqXxP1CrAtE7ZuC0SIy_rFYzEg3ipEgdEj-Fb_EIn7WTrGw8T9OtD9AJzRMSRvjeWLewK0/s640/0400.png" width="640" /></a><br />
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This is the GOES-West satellite image at 0011 UTC on November 27th.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEidI433Ds3w5NabvwA-ILmxKnMNJm6hLWwAxA4YECH24HXJfEi3iPWyrdDhCP2gQ8qzmaOwZI7Km3KWhdZpRGNGSQ2XsCP15pqxpKc_i7Dlj2tZ0a4urfp8M7eIqlezi542ccAH-bIzrE4/s1600/Annotation+2019-11-27+084310.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="703" data-original-width="1076" height="418" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEidI433Ds3w5NabvwA-ILmxKnMNJm6hLWwAxA4YECH24HXJfEi3iPWyrdDhCP2gQ8qzmaOwZI7Km3KWhdZpRGNGSQ2XsCP15pqxpKc_i7Dlj2tZ0a4urfp8M7eIqlezi542ccAH-bIzrE4/s640/Annotation+2019-11-27+084310.png" width="640" /></a></div>
<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-56828935877515548162019-09-03T09:21:00.000-06:002019-09-03T09:21:16.356-06:00Hot SeptemberTemperatures in Utah, Colorado, and Wyoming have been hot considering we are in September now. Below shows that the 2-m air temperature in the HRRR analysis for yesterday afternoon is above the 95th percentile temperature by several degrees.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiFwt8ssNDq7hBSZeMpWcco-NLeI2n0_A8fcAJ8sPsEquimLgTsRa11Eoxuj6YcvhpW9-nP-oFDxqDPpEel43LA-_pw_v8R-XmuoeggUEGhp3TPk204vmrsri3wuRlxhxgRWcTRDaql0rA/s1600/h19_f00.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="675" data-original-width="950" height="452" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiFwt8ssNDq7hBSZeMpWcco-NLeI2n0_A8fcAJ8sPsEquimLgTsRa11Eoxuj6YcvhpW9-nP-oFDxqDPpEel43LA-_pw_v8R-XmuoeggUEGhp3TPk204vmrsri3wuRlxhxgRWcTRDaql0rA/s640/h19_f00.png" width="640" /></a></div>
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My weather station in Spanish Fork registered a 100 degree temperature on Labor Day during our backyard BBQ. It was hot. Below shows the September 1-3 temperatures since 2013. This has been a warmer start to September than we are used to. Over the next week we will begin to cool down as the upper-level ridge moves further east. Then those fall temperatures will start to creep in.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEia2JuLmHGaoduElFnFBnhB06fCuFi8qEGGI9NEdsE_NN27M-iBZiKq1i5IiM63UEmMXpsNeRYOKXqKhGdYBLk_3B67iMrnEFBZRyThiBDXGv8dzGWkhlr2-SajgAXPXDOa-DLmO4_WsIc/s1600/Annotation+2019-09-03+091439.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="354" data-original-width="760" height="296" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEia2JuLmHGaoduElFnFBnhB06fCuFi8qEGGI9NEdsE_NN27M-iBZiKq1i5IiM63UEmMXpsNeRYOKXqKhGdYBLk_3B67iMrnEFBZRyThiBDXGv8dzGWkhlr2-SajgAXPXDOa-DLmO4_WsIc/s640/Annotation+2019-09-03+091439.jpg" width="640" /></a></div>
<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-13346182378540647652019-09-03T08:30:00.000-06:002019-09-03T08:30:18.093-06:00San Francisco Fog TrackerThe San Francisco Chronicle recently published a "Bay Area Fog Tracker" web page. It is a useful tool for watching fog and clouds in the bay area, and it will be fun to look at when I start working in the area. I was credited with helping the developers understand how to access and use the GOES-West data.<br />
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<h3 style="text-align: center;">
<a href="https://projects.sfchronicle.com/trackers/bay-area-fog/">https://projects.sfchronicle.com/trackers/bay-area-fog/</a></h3>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhj5C_Mi3OwAqdDTQ8UR4Ug5n1_7jeATtEv18mMCEyP_S0os0tNQbcDb2e-fnU2CrJjR1ZjzTtLmEjAN6DGRl_SJobafvbbMsSOlMGZ8AFHCQfg9jCBOXcz96QNAk870TWBb08yD9NaGbo/s1600/Annotation+2019-09-03+082825.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="889" data-original-width="1324" height="427" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhj5C_Mi3OwAqdDTQ8UR4Ug5n1_7jeATtEv18mMCEyP_S0os0tNQbcDb2e-fnU2CrJjR1ZjzTtLmEjAN6DGRl_SJobafvbbMsSOlMGZ8AFHCQfg9jCBOXcz96QNAk870TWBb08yD9NaGbo/s640/Annotation+2019-09-03+082825.jpg" width="640" /></a></div>
<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-47911724449105969002019-07-31T16:58:00.002-06:002019-07-31T16:58:49.707-06:00Alaska fire in near Provo UtahThe Alaska fire gave us a little worry around midnight when we could see the flames from out bedroom window. Fortunately the fire has spread uphill and has been hindered by the rain. I spent a good chunk of time watching the helicopter dump water and the tanker drop retardant on the fire. It has been an interesting day.<br />
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My pictures are below but you might enjoy more the photos in this blog: <a href="https://wildfiretoday.com/2019/07/31/another-fire-burns-in-the-hills-above-springville-utah/">https://wildfiretoday.com/2019/07/31/another-fire-burns-in-the-hills-above-springville-utah/</a><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh5bbFINUNbVPm7wQVTAt3eTkcGzOgMVLMLRsNdHT8sEIli8ngULprqK4cLd7qvaK2oUB77Gmdxw1YtlfUJkBSbxEfCrMl7VJ3iY6pQuIogU5dB_LXFb4Qcf6hoiu41F6GmJWs_RhmgFm0/s1600/WP_20190731_00_36_09_Rich.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1600" data-original-width="901" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh5bbFINUNbVPm7wQVTAt3eTkcGzOgMVLMLRsNdHT8sEIli8ngULprqK4cLd7qvaK2oUB77Gmdxw1YtlfUJkBSbxEfCrMl7VJ3iY6pQuIogU5dB_LXFb4Qcf6hoiu41F6GmJWs_RhmgFm0/s320/WP_20190731_00_36_09_Rich.jpg" width="180" /></a></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEggWZfpR0aQeo1XMn9C8_ObMaFv_wQ6DoXUZ-2RBONQy6LHAvFFq-XzpEfr-4UWAc6O5znz2vySCSt0Q8EBh8oQWLQg3YR6AcjSyqc-TXFvc7yDMWxr0zhTtPRhvPzEQEuX67jtSor2E6c/s1600/WP_20190731_10_21_24_Rich.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="901" data-original-width="1600" height="180" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEggWZfpR0aQeo1XMn9C8_ObMaFv_wQ6DoXUZ-2RBONQy6LHAvFFq-XzpEfr-4UWAc6O5znz2vySCSt0Q8EBh8oQWLQg3YR6AcjSyqc-TXFvc7yDMWxr0zhTtPRhvPzEQEuX67jtSor2E6c/s320/WP_20190731_10_21_24_Rich.jpg" width="320" /></a></div>
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<iframe allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/cHtNYoFNsIA" width="560"></iframe>Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-20272680251949972012019-06-21T13:43:00.000-06:002019-06-21T13:43:26.634-06:00Cold June DayA cold front rolled into town last night. It is much colder than usual for this time of year.<br />
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Below is the HRRR analysis for 12:00 noon (Mountain time) colored by departure from the 95th percentile. Blue is saying that temperatures are 6-10 degrees colder than the 5th percentile temperature.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhepOMLIc2cUWDl08CSL01IwPwn_1GcoM4jR5nGRFOzxhc-i4poiiZ_B-DfrhB4DE_AhD_9jfq99neEHac29Z1Qml5ZokI93B0MDcDCKLtTyIJU5xuhl2yD5JWcvajvJzpkzuCTFss3iGw/s1600/plot_hrrr_custom.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="672" data-original-width="950" height="452" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhepOMLIc2cUWDl08CSL01IwPwn_1GcoM4jR5nGRFOzxhc-i4poiiZ_B-DfrhB4DE_AhD_9jfq99neEHac29Z1Qml5ZokI93B0MDcDCKLtTyIJU5xuhl2yD5JWcvajvJzpkzuCTFss3iGw/s640/plot_hrrr_custom.png" width="640" /></a></div>
My camp trip tonight will feel more like fall camping than summer camping.<br />
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Here is a time series of temperature at the University of Utah (WBB) and at Logan airport (KLGU) further north.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgtGyArBI0MAtWZ4CGwXtO77HPaiZzCl86JwxuqtVMysK-3wbjZGM-HtbTvvQ98jEIh_jtuFGe-VGzlxttK7_pEpd-VZ-IONcSvKhhGfxVRdeure7NK5ty4fx-XiBD5yfSaYtITNqCX1SQ/s1600/web_temp_ts_multistation_air_temp.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="686" data-original-width="1080" height="406" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgtGyArBI0MAtWZ4CGwXtO77HPaiZzCl86JwxuqtVMysK-3wbjZGM-HtbTvvQ98jEIh_jtuFGe-VGzlxttK7_pEpd-VZ-IONcSvKhhGfxVRdeure7NK5ty4fx-XiBD5yfSaYtITNqCX1SQ/s640/web_temp_ts_multistation_air_temp.png" width="640" /></a></div>
<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-36689489649347397822019-05-24T09:56:00.000-06:002019-05-24T13:13:19.903-06:00High Winds in Northern UtahEasterly flow caused high winds to northern Utah on 23 May 2019 and with it, many power outages (<a href="https://www.ksl.com/article/46558237/high-winds-power-outages-hit-northern-utah">KSL story</a>).<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikxzEornEEW4us_tqEI1EQ7DiNt-aOWC9knUgBZkSRFHwQy5wcOPdibjXuHCYKDSXXRMnGmbEC8bZfY1VSqpuoG42n7qXmaqOinMvmX5WDfjXid1_f9X0iepz2ziGtC_v_JU8PdkZ4gSQ/s1600/Annotation+2019-05-24+095806.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="490" data-original-width="635" height="246" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikxzEornEEW4us_tqEI1EQ7DiNt-aOWC9knUgBZkSRFHwQy5wcOPdibjXuHCYKDSXXRMnGmbEC8bZfY1VSqpuoG42n7qXmaqOinMvmX5WDfjXid1_f9X0iepz2ziGtC_v_JU8PdkZ4gSQ/s320/Annotation+2019-05-24+095806.png" width="320" /></a></div>
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This picture is from my grandpa's backyard in North Logan. Winds knocked down many trees and fences in the neighborhood...<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjWMlH55bEPcC2vbIZZ3bQwp0aZIwmUM587XGZ_3asKDONmq16cqZ_QfFHrecUmZuH_8rD1mi_FlbRqBo5H1w8ykre1R79ThaP73W-Bho2KgOhLRT9o-5886fGdMump4b8H3qo9xTq-YdQ/s1600/downsized.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="384" data-original-width="512" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjWMlH55bEPcC2vbIZZ3bQwp0aZIwmUM587XGZ_3asKDONmq16cqZ_QfFHrecUmZuH_8rD1mi_FlbRqBo5H1w8ykre1R79ThaP73W-Bho2KgOhLRT9o-5886fGdMump4b8H3qo9xTq-YdQ/s320/downsized.jpg" width="320" /></a></div>
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At 0700 UTC (1:00 AM local time), winds gusts exceeded 60 MPH in Brigham City.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgjcsAuFBA3wp_NMZnKlk3Y07PTESZZT4y5yQcG92sOQvTkezKw4G7M0YMnDqQuGpV8WcI82XI9EYrSZdkFr8OkzXT2G05F7FQiMbCAEdYJkmacqi9My7VciRfYsWRPAyH_b0CSGrgmeDg/s1600/Annotation+2019-05-24+094127.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="448" data-original-width="518" height="345" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgjcsAuFBA3wp_NMZnKlk3Y07PTESZZT4y5yQcG92sOQvTkezKw4G7M0YMnDqQuGpV8WcI82XI9EYrSZdkFr8OkzXT2G05F7FQiMbCAEdYJkmacqi9My7VciRfYsWRPAyH_b0CSGrgmeDg/s400/Annotation+2019-05-24+094127.png" width="400" /></a></div>
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Maximum wind gusts exceeding 40 MPH for the previous 24 hours at 1800 UTC (12:00 PM local time) are shown below...<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEheQAq1jAdL4rscM0ywmcDw4spFTjuU7LNp2t3YqXmoOlLSMvqdzmsdrIl5dpNJbpO6Sqr-y2a6jd0dO340Bcg1Ytu-CTLA34MoFFa7FE8udqiPpXJK9rteBX6hGf1Mb8KJxhG8TZNGx-0/s1600/Annotation+2019-05-24+094832.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="753" data-original-width="1085" height="277" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEheQAq1jAdL4rscM0ywmcDw4spFTjuU7LNp2t3YqXmoOlLSMvqdzmsdrIl5dpNJbpO6Sqr-y2a6jd0dO340Bcg1Ytu-CTLA34MoFFa7FE8udqiPpXJK9rteBX6hGf1Mb8KJxhG8TZNGx-0/s400/Annotation+2019-05-24+094832.png" width="400" /></a></div>
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The HRRR forecasts compared with HRRR 3-yr climatology shows this was an exceptional wind event for this time of year and location. Below shows that the wind speeds in northern Utah exceeded the 95th percentile wind speed by over 10 m/s.<br />
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<pre style="background-color: whitesmoke; border-radius: 4px; border: 1px solid rgb(204, 204, 204); box-sizing: border-box; color: #333333; font-family: Menlo, Monaco, Consolas, "Courier New", monospace; font-size: 15.6px; line-height: 1.42857; margin-bottom: 10px; overflow-wrap: break-word; overflow: auto; padding: 9.5px; word-break: break-all;"><a class="dict" href="https://www.weather.gov/glossary/index.php?word=AREA+FORECAST+DISCUSSION" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">Area Forecast Discussion</a>
<a class="dict" href="https://www.weather.gov/glossary/index.php?word=NATIONAL+WEATHER+SERVICE" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">National Weather Service</a> Salt Lake City UT
413 AM <a class="dict" href="https://www.weather.gov/glossary/index.php?word=MDT" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">MDT</a> Thu May 23 2019
.SYNOPSIS...
The unsettled weather pattern with a <a class="dict" href="https://www.weather.gov/glossary/index.php?word=TROUGH" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">trough</a> over the western
United States will continue through Friday. There will be
somewhat of a hiatus Saturday into Sunday as the <a class="dict" href="https://www.weather.gov/glossary/index.php?word=TROUGH" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">trough</a> redevelops
a little farther west allowing a drier southwest <a class="dict" href="https://www.weather.gov/glossary/index.php?word=FLOW" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">flow</a> aloft to
prevail. This new <a class="dict" href="https://www.weather.gov/glossary/index.php?word=TROUGH" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">trough</a> will move across Utah early next week.
&&
.SHORT TERM (Through 00Z Monday)...Strong easterly winds have been
blowing overnight across the northern Wasatch <a class="dict" href="https://www.weather.gov/glossary/index.php?word=FRONT" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">Front</a> and Cache
Valley. These winds are expected to remain strong through at least
early morning as the 700mb winds remain above 35 <a class="dict" href="https://www.weather.gov/glossary/index.php?word=KTS" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">kts</a> from about
Brigham City northward as well as across the Cache Valley. Farther
south the winds have not been as strong as the 700mb winds near
the Ogden area were forecast to only be 30 <a class="dict" href="https://www.weather.gov/glossary/index.php?word=KTS" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">kts</a> earlier this
evening and are forecast to be down to under 20 <a class="dict" href="https://www.weather.gov/glossary/index.php?word=KTS" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">kts</a> by mid
morning. May be able to drop the <a class="dict" href="https://www.weather.gov/glossary/index.php?word=HIGH+WIND+WARNING" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">High Wind Warning</a> highlight
sooner than later, especially for Davis and Weber counties. The
strength of these easterly winds downsloping along the northern
Wasatch <a class="dict" href="https://www.weather.gov/glossary/index.php?word=FRONT" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">Front</a> and Cache Valley has prevented showers from
occurring overnight, but as these winds relax and the <a class="dict" href="https://www.weather.gov/glossary/index.php?word=INSTABILITY" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">instability</a>
of the cold pocket aloft moves in from the south later this
morning through this afternoon showers will become widespread.</pre>
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<pre style="background-color: whitesmoke; border-radius: 4px; border: 1px solid rgb(204, 204, 204); box-sizing: border-box; color: #333333; font-family: Menlo, Monaco, Consolas, "Courier New", monospace; font-size: 15.6px; line-height: 1.42857; margin-bottom: 10px; overflow-wrap: break-word; overflow: auto; padding: 9.5px; word-break: break-all;"><a class="dict" href="https://www.weather.gov/glossary/index.php?word=AREA+FORECAST+DISCUSSION" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">Area Forecast Discussion</a>
<a class="dict" href="https://www.weather.gov/glossary/index.php?word=NATIONAL+WEATHER+SERVICE" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">National Weather Service</a> Salt Lake City UT
1033 AM <a class="dict" href="https://www.weather.gov/glossary/index.php?word=MDT" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">MDT</a> Thu May 23 2019
.SYNOPSIS...
The <a class="dict" href="https://www.weather.gov/glossary/index.php?word=UPPER+LEVEL" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">upper level</a> low pressure over northwest Utah will maintain
unsettled weather across much of the region through early Friday.
The low pressure will exit the area and bring a break in
widespread <a class="dict" href="https://www.weather.gov/glossary/index.php?word=PRECIPITATION" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">precipitation</a> Friday night through the weekend. The
next <a class="dict" href="https://www.weather.gov/glossary/index.php?word=STORM" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">storm</a> system will move across Utah early next week.
&&
.DISCUSSION...The upper <a class="dict" href="https://www.weather.gov/glossary/index.php?word=TROUGH" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">trough</a> centered over the Great <a class="dict" href="https://www.weather.gov/glossary/index.php?word=BASIN" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">Basin</a> is
showing multiple <a class="dict" href="https://www.weather.gov/glossary/index.php?word=CIRCULATION" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">circulation</a> centers this morning. These
circulations will consolidate into one center over northwest Utah
this afternoon, then lift northeast toward the northern Plains
later tonight through Friday. A residual upper <a class="dict" href="https://www.weather.gov/glossary/index.php?word=TROUGH" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">trough</a> will remain
behind the exiting upper low, with this feature merging with the
next upper low moving into the Pacific Northwest early in the
weekend.
The canyon/downslope high wind event for areas north of SLC is
winding down late this morning. Decreasing easterly near 700 mb
winds and the retreat of the tight northeast surface <a class="dict" href="https://www.weather.gov/glossary/index.php?word=GRADIENT" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">gradient</a> back
into western/central Wyoming signals the end of the strongest
winds, though gusty easterly winds will continue through around
mid-afternoon. Will keep the current <a class="dict" href="https://www.weather.gov/glossary/index.php?word=HIGH+WIND+WARNING" style="background: 0px 0px; box-sizing: border-box; color: #003366; font-weight: bold; text-decoration-line: none;">High Wind Warning</a> going
through the scheduled expiration at 19Z.</pre>
Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-68159805616577419502019-05-23T08:32:00.000-06:002019-05-23T08:32:01.540-06:00Wet spring and active weather all month longIt has been a very wet spring. I measure rain in my rain gauge just about every morning. Since the beginning of April, I have measured <b>4.81</b> inches in Provo. There is actually a little little more because I accidentally spilled the water out of the gauge before I got a measurement.<br />
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At my Davis weather station in Spanish Fork, I have measured <b>4.44</b> inches since June 1st. (Had to get this info from Weather Underground because WeatherLink doesn't let me see this anymore without paying for my own data I send to them; <i>just a little upset</i>).</div>
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<a href="https://www.wunderground.com/dashboard/pws/KUTSPANI8/table/2019-04-23/2019-04-23/monthly">https://www.wunderground.com/dashboard/pws/KUTSPANI8/table/2019-04-23/2019-04-23/monthly</a></div>
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Why so much rain this year? I remember in my synoptic meteorology learning that the more wave numbers you have the more active and progressive systems are. We definitely have a high wave number in the northern hemisphere, 6+, and that means storms roll through quickly. Maybe I should dust off my synoptic meteorology notes and get a refresher on this. I'm very rusty.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh3FQ_joK3keB3pN4vGdGcKzgv7qZuHLx76xVc8DwsXlX8dlMkEvPefCPZdCilRsztP4V6Ell7o40LOvW6GSUiePj81vYdva4ST41L8NGQyX7NXpsmU3SIy2dcl719s0seWARXNSgBm9pQ/s1600/GFSDT_NH2019052218F000.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1030" data-original-width="773" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh3FQ_joK3keB3pN4vGdGcKzgv7qZuHLx76xVc8DwsXlX8dlMkEvPefCPZdCilRsztP4V6Ell7o40LOvW6GSUiePj81vYdva4ST41L8NGQyX7NXpsmU3SIy2dcl719s0seWARXNSgBm9pQ/s640/GFSDT_NH2019052218F000.gif" width="480" /></a></div>
<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-37539236489253760902019-05-06T14:20:00.001-06:002019-05-06T14:21:18.256-06:00Impacts of high-frequency radar-derived wind observations on COAMPS® forecastsI recently submitted a proposal for the National Research Council Research Associateship Program (http://sites.nationalacademies.org/pga/rap/). The proposal is to work at the Naval Research Laboratory in Monterey, California as a post-doctorate researcher on a data assimilation project.<br />
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The full application can be found here: <a href="https://1drv.ms/b/s!AtJL0JL_rT9judo3fc85wl5SkgOIiQ">https://1drv.ms/b/s!AtJL0JL_rT9judo3fc85wl5SkgOIiQ</a></div>
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Abstract</h2>
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Shore-based high-frequency (HF) radars are routinely used to observe ocean currents and surface wave characteristics remotely. Because surface waves are closely related to near-surface winds, many investigators have explored methods in deriving winds from HF radars, with limited success until now. Most recently, a technique has been developed that uses HF radar Doppler spectra data with the adjoints of a HF radar model and a wave prediction model to derive winds. This technique has been applied to HF radar data collected along the Santa Barbara, California coast during October 2017. These remotely sensed near-surface wind observations are likely to be valuable in initializing mesoscale analyses and forecasts in the littoral zone, as satellite-derived surface winds are generally not available near the coast. Since ocean wave models are dependent on atmospheric winds, better forecasts of near-surface winds impact almost all Naval operations near shore—especially transits in and out of ports. This work proposes to investigate the impact HF radar-derived winds have on the quality of Coupled Ocean/Atmosphere Mesoscale Prediction System® (COAMPS) analyses and forecasts using the new COAMPS-4D Variational data assimilation system. An observing system experiment is proposed to evaluate impacts from real HF radar observations on COAMPS followed by a historical observing system simulation experiment to determine potential impacts from simulated wind retrievals.</div>
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhbyX2v8uuDD_8HAOOQgcB8lHAJcrITKVlmIW6GOVH_Jd7nJVmxhVzIixGegGgBhEb6qu7E-nL-I2Vu3t10G1Cu89DZF_77FLRFX9UDEal4U6pp9aP3R0gQv7sU36UGmspNEJWzWRkDong/s1600/study_region.png" imageanchor="1" style="-webkit-text-stroke-width: 0px; color: #0066cc; font-family: Times New Roman; font-size: 16px; font-style: normal; font-variant: normal; font-weight: 400; letter-spacing: normal; margin-left: auto; margin-right: auto; orphans: 2; text-align: center; text-decoration: underline; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><img border="0" data-original-height="718" data-original-width="1176" height="243" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhbyX2v8uuDD_8HAOOQgcB8lHAJcrITKVlmIW6GOVH_Jd7nJVmxhVzIixGegGgBhEb6qu7E-nL-I2Vu3t10G1Cu89DZF_77FLRFX9UDEal4U6pp9aP3R0gQv7sU36UGmspNEJWzWRkDong/s400/study_region.png" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="font-family: "arial" , sans-serif; font-size: 8.0pt; line-height: 107%;">FIG. 1 Southern California coast surface wind
observation network available 14 October 2017. Locations of the HF radar
network are denoted by green triangles and automated weather stations and buoys
are denoted by red dots.</span></td></tr>
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgQQcT1Nak4ZOmnPf8-3Q4HV0lC4ESybprswg0K1R6wR69ybqX-zGQeUFRerfsMgeT4c-y_zNYVjIGy-I50PXgmgLy2j0sa9kmHUR1tHm7-15t5XybqBT9juh4DI45L2f9FBL-MTnFF8Pk/s1600/Southern_California_ASCAT_2017-10-14_1300.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="979" data-original-width="1600" height="243" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgQQcT1Nak4ZOmnPf8-3Q4HV0lC4ESybprswg0K1R6wR69ybqX-zGQeUFRerfsMgeT4c-y_zNYVjIGy-I50PXgmgLy2j0sa9kmHUR1tHm7-15t5XybqBT9juh4DI45L2f9FBL-MTnFF8Pk/s400/Southern_California_ASCAT_2017-10-14_1300.png" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="font-family: "arial" , sans-serif; font-size: 8.0pt; line-height: 107%;">FIG. 2 Observed near-surface vector wind at
17:25 UTC 14 October 2017 from MetOp-B ASCAT scatterometer (black) and
automatic weather stations and buoys (red). Half and full barbs denote 2.5 and
5 m s<sup>-1</sup>, respectively.</span></td></tr>
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Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-19254178444071242562019-02-14T11:55:00.000-07:002019-02-14T12:04:41.095-07:00Kelvin-Helmholtz Cloud (Wave Cloud)<div class="separator" style="clear: both; text-align: left;">
This Kelvin-Helmholtz cloud phenomenon was spotted from the University of Utah campus MesoWest cameras (looking south). Wikipedia: <a href="https://en.wikipedia.org/wiki/Kelvin–Helmholtz_instability">Kelvin-Helmholtz Instability</a>.</div>
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Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-28115811417063800772019-02-01T15:40:00.001-07:002019-02-01T15:40:14.553-07:00Polar Vortex and Extreamly Cold TemperaturesA wave of cold, artic air moved into the United States late in January 2019. Many record cold temperatures were broken. You can search on the news for that.<br />
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3-years of HRRR model analyses were used to compute empirical cumulative distributions of conditions for every hour of the year (<a href="https://journals.ametsoc.org/doi/10.1175/JTECH-D-18-0073.1">Blaylock et al. 2018</a>). This image show how much the temperatures at 0700 UTC on 31 January 2019 are less than the 5th percentile for the same time of year. This shows that temperatures are much more than 10 degrees colder than the 5th percentile temperature.<br />
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<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-11216307211467588182019-01-29T12:12:00.002-07:002019-01-29T12:21:34.649-07:00Punch Cloud -- Salt Lake City 29 January 2019Several punch clouds occurred over Salt Lake City on January 29, 2019. The altocumulus cloud layer is made of supercooled liquid cloud droplets. When an ice particle is introduced, probably by an aircraft, ice crystals grow rapidly at the expense of the liquid droplets. This results in ice fall streaks that fall out of the cloud and leaving a hole behind. More info at <a href="https://en.wikipedia.org/wiki/Fallstreak_hole">Wikipedia: Fallstreak Cloud</a>.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiuEQqeMTOcqhYZo1AMORH0oEjL83TdlNjSdpuEQ_5xByyL8E5YN3FJolIN_VR0ojNko9xIjIZiW2BGS3SfIKiLXm2Y9NwavCf9KWIvCaEDKVmLTeRhHKDsPj11lJxY9EYjiCMMbg6Sjws/s1600/punch_cloud_cam1_2019-01-29.mp4.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="960" data-original-width="1280" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiuEQqeMTOcqhYZo1AMORH0oEjL83TdlNjSdpuEQ_5xByyL8E5YN3FJolIN_VR0ojNko9xIjIZiW2BGS3SfIKiLXm2Y9NwavCf9KWIvCaEDKVmLTeRhHKDsPj11lJxY9EYjiCMMbg6Sjws/s200/punch_cloud_cam1_2019-01-29.mp4.jpg" width="45%" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg2qyLxQcfTdqEzbCV-R7_XXjwxyNOBLodFnLosR9CbAzi4w7hNCxeSUoM_4dATZuCo7SXs3tCwa1P7tG3IsJ2dCWHnTx48AfOkuMMa0b4RTVAwY0P_ufUYKb21k1_KfTPTSkJEEOOumu4/s1600/punch_cloud_cam2_2019-01-29.mp4.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="960" data-original-width="1280" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg2qyLxQcfTdqEzbCV-R7_XXjwxyNOBLodFnLosR9CbAzi4w7hNCxeSUoM_4dATZuCo7SXs3tCwa1P7tG3IsJ2dCWHnTx48AfOkuMMa0b4RTVAwY0P_ufUYKb21k1_KfTPTSkJEEOOumu4/s200/punch_cloud_cam2_2019-01-29.mp4.jpg" width="45%" /></a></div>
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Time lapse from the MesoWest cameras. </div>
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The hole was visible from the GOES16 satellite.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj1au7tbCrzqLNQy_b7rM1PT5kIdDC0n01Dhze8Z0upXk5rmwoCg7ZDme-wDlezjiiKXZEZ9aEaWwdYEE9lvTA8DTqSD2kkByoBf7k_2bav7eEJdoAOm9dFFWOGL1ws_iz0HD_ZxXCg9ho/s1600/Inkedpunch_cloud_GOES16_2019-01-29.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="900" data-original-width="1600" height="360" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj1au7tbCrzqLNQy_b7rM1PT5kIdDC0n01Dhze8Z0upXk5rmwoCg7ZDme-wDlezjiiKXZEZ9aEaWwdYEE9lvTA8DTqSD2kkByoBf7k_2bav7eEJdoAOm9dFFWOGL1ws_iz0HD_ZxXCg9ho/s640/Inkedpunch_cloud_GOES16_2019-01-29.gif" width="640" /></a></div>
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<tr><td class="tr-caption" style="text-align: center;">College of DuPage</td></tr>
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<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-70469746771788745402018-11-15T10:02:00.001-07:002018-11-15T10:02:30.892-07:00First GOES-17 images from it's west positionA comparison of the views of Utah from the GOES-16 (top) and GOES-17 (bottom) satellites.<br />
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~16:30 UTC November 15, 2018<br />
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<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-87985480117853729592018-11-02T15:37:00.001-06:002018-11-02T15:37:25.458-06:00September 2018 GOES-16 RGB Composite I created a True Color RGB image for all GOES-16 data files between 1800-1820 UTC for the month of September 2018. Then I plotted an image for different RGB percentiles. Looks cool.<br />
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Notice the differences between the 0th (minimum) and 1st percentile. Those dark spots are caused by cloud shadows.<br />
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<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-76892605751158210772018-09-13T11:28:00.001-06:002018-09-13T11:28:42.187-06:00Summer 2018 Lightning FlashesThe Geostationary Lightning Mapper (GLM) observed about 150 million lightning flashes this summer between 8 May and 7 September, 2018.<br />
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There is an odd straight line to the east of Florida and one across South America. These are caused by a known processing issue of the GLM instrument and will be fixed soon.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjnrOjkXFiivN8MMxDBc3o5Kr47tDuVbwZchyVANmMRE7SZpJPiN4ExAt-dl5O57iGiJQ0_6IjX9AvZrd7ukQJT2_nYQCj5AAMiJmgJVjShYshaQ6st7ZcFonJ8HWKS1KnKPrUnSbUNt4U/s1600/GLM_field-of-view.png" imageanchor="1" style="-webkit-text-stroke-width: 0px; background-color: transparent; color: #0066cc; font-family: Times New Roman; font-size: 16px; font-style: normal; font-variant: normal; font-weight: 400; letter-spacing: normal; margin-left: 16px; margin-right: 16px; orphans: 2; text-align: center; text-decoration: underline; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><img border="0" data-original-height="1097" data-original-width="1057" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjnrOjkXFiivN8MMxDBc3o5Kr47tDuVbwZchyVANmMRE7SZpJPiN4ExAt-dl5O57iGiJQ0_6IjX9AvZrd7ukQJT2_nYQCj5AAMiJmgJVjShYshaQ6st7ZcFonJ8HWKS1KnKPrUnSbUNt4U/s640/GLM_field-of-view.png" width="616" /></a><b></b><i></i><u></u><sub></sub><sup></sup><strike></strike></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgl8fr83XYr1m3zwSTaZNGKlMDjH5wLTnv3GOt128zCxFzH_shcHgFDc31n3R8HYkFA8Omzdc_JxFvQaeN8GlqoYzF5q6R2K7EAmpB5aG1VTfR0V9IDkxAb8D_FVbJE18aeP4mRCmftmVk/s1600/GLM_West.png" imageanchor="1" style="-webkit-text-stroke-width: 0px; background-color: transparent; color: #0066cc; font-family: Times New Roman; font-size: 16px; font-style: normal; font-variant: normal; font-weight: 400; letter-spacing: normal; margin-left: 16px; margin-right: 16px; orphans: 2; text-align: center; text-decoration: underline; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><img border="0" data-original-height="1095" data-original-width="1000" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgl8fr83XYr1m3zwSTaZNGKlMDjH5wLTnv3GOt128zCxFzH_shcHgFDc31n3R8HYkFA8Omzdc_JxFvQaeN8GlqoYzF5q6R2K7EAmpB5aG1VTfR0V9IDkxAb8D_FVbJE18aeP4mRCmftmVk/s640/GLM_West.png" width="584" /></a><b></b><i></i><u></u><sub></sub><sup></sup><strike></strike></div>
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Below shows the no-flash/flash mask. In other words, the pixel is green if there was any lightning flashes ever observed during the period. In this figure, you get a sense of the area the instrument is able to observe in.<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEirVSgPzqU2ZPH2lOF-rIikDuSVbobboYGLmSR-Sr99ilVPyL1xGOrRFyaqGJa5KD9gajUAo9TwZYoz3WV3xAuyYtj2hyAl69yCwF-vu7hrROrXWw48N52V5jdiUcRHjicaiPVd90c_ZZs/s1600/GLM_field-of-view_MASK.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1155" data-original-width="1211" height="610" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEirVSgPzqU2ZPH2lOF-rIikDuSVbobboYGLmSR-Sr99ilVPyL1xGOrRFyaqGJa5KD9gajUAo9TwZYoz3WV3xAuyYtj2hyAl69yCwF-vu7hrROrXWw48N52V5jdiUcRHjicaiPVd90c_ZZs/s640/GLM_field-of-view_MASK.png" width="640" /></a><br />
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<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-23553752649640970492018-08-22T11:56:00.001-06:002018-08-22T11:56:07.775-06:00Mammatus Clouds in Ephraim<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhzFiy0ZDDZufW5On9ZAxF6c5dAwstvlxr83Tmps4B4wWBF9aJkFTRhZNgAZsmIB0P7ihFrQKedsExue4acvlitSKHG2RLcH17kChgXERVTPqfKHFadhY-G-SK-QZkkg29iA8O-v3GuNjs/s1600/mammatus+in+Ephraim+from+Justin+.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="851" data-original-width="1512" height="360" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhzFiy0ZDDZufW5On9ZAxF6c5dAwstvlxr83Tmps4B4wWBF9aJkFTRhZNgAZsmIB0P7ihFrQKedsExue4acvlitSKHG2RLcH17kChgXERVTPqfKHFadhY-G-SK-QZkkg29iA8O-v3GuNjs/s640/mammatus+in+Ephraim+from+Justin+.jpg" width="640" /></a></div>
Photo Credit: My brotherBrian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-49859283843209129522018-08-14T11:21:00.001-06:002018-08-14T11:21:08.500-06:00Coal Hollow Fire PM 2.5 concentration<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi7MFz-Vv2WyNqtHEXXko4zoUsCxpmdGmdEoevItrSLfKydeViMhqQBBVTp6QqDVbY4PeC7I7Cj66aagdr1KG25GPrM88OSuLsYL3PXGws8HgWBiKiB-v_Kp-lwuxtqn4i4UXxEunVT23U/s1600/CoalHollowFire_PM25.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="710" data-original-width="1600" height="284" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi7MFz-Vv2WyNqtHEXXko4zoUsCxpmdGmdEoevItrSLfKydeViMhqQBBVTp6QqDVbY4PeC7I7Cj66aagdr1KG25GPrM88OSuLsYL3PXGws8HgWBiKiB-v_Kp-lwuxtqn4i4UXxEunVT23U/s640/CoalHollowFire_PM25.png" width="640" /></a></div>
<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-74797523941041181452018-08-09T08:34:00.001-06:002018-08-09T10:04:43.853-06:00Coal Hollow FireThe Coal Hollow fire, 10 minutes up Spanish Fork Canyon, was started by lightning on August 4th and has burned over 6,000 acres.<br />
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The plume of smoke and a pyrocumulus cloud has been visible for the last few days.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhY1pI3sFz_RjKvtPimSBFmm2CvcQUJ-xjig3_Kty3eZqBiImPRJepjAA59DG_B3B04g4admpQzpJ_n_7NGxfFupKdewSH-ezfgR_ck08dv6LzEZl6w8ooaeMBy5cqLAYyJewAz2bM13tg/s1600/Capture.PNG" imageanchor="1" style="-webkit-text-stroke-width: 0px; background-color: transparent; color: #0066cc; font-family: Times New Roman; font-size: 16px; font-style: normal; font-variant: normal; font-weight: 400; letter-spacing: normal; margin-left: 16px; margin-right: 16px; orphans: 2; text-align: center; text-decoration: underline; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><img border="0" data-original-height="270" data-original-width="794" height="216" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhY1pI3sFz_RjKvtPimSBFmm2CvcQUJ-xjig3_Kty3eZqBiImPRJepjAA59DG_B3B04g4admpQzpJ_n_7NGxfFupKdewSH-ezfgR_ck08dv6LzEZl6w8ooaeMBy5cqLAYyJewAz2bM13tg/s640/Capture.PNG" style="cursor: move;" width="640" /></a></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgke9e3Y9vNx7xvIPupkJyxtbvDKv_XULj70doWyU3_DNQcMKYoHB0AgP5Ocsav9cha5BYnI9X0dFBmgIEkw-0DMmPKpuwa3ruDuRdPxjpuYUXjLZ6akFxW-jeS0kHbCdjr4BGOaGQUps0/s1600/Capture2.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="571" data-original-width="1085" height="336" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgke9e3Y9vNx7xvIPupkJyxtbvDKv_XULj70doWyU3_DNQcMKYoHB0AgP5Ocsav9cha5BYnI9X0dFBmgIEkw-0DMmPKpuwa3ruDuRdPxjpuYUXjLZ6akFxW-jeS0kHbCdjr4BGOaGQUps0/s640/Capture2.PNG" width="640" /></a></div>
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The smoke and fire temperature shows well in GOES-16 observations:<br />
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The air quality in Spanish Fork this morning (August 9, 2018) is extremely bad. I ride the train with<br />
my dad and he had a hint smelled of smoke on his clothes.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiEX30KvcH4DdHA0WBiBGB4GAHEdvfKYAFSqMSAJlXqzy3fGyKazTzLhKLB2QTfOvlDaSg4IL0mfQX5wc03-flvXEXJUkVIKcp0rg_clgDzfSrVBOPN12FgqEoDNy_RZT3vuknDcRx0HrI/s1600/airquality.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="777" data-original-width="739" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiEX30KvcH4DdHA0WBiBGB4GAHEdvfKYAFSqMSAJlXqzy3fGyKazTzLhKLB2QTfOvlDaSg4IL0mfQX5wc03-flvXEXJUkVIKcp0rg_clgDzfSrVBOPN12FgqEoDNy_RZT3vuknDcRx0HrI/s640/airquality.PNG" width="608" /></a></div>
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The Red Narrows weather station up Spanish Fork Canyon shows the shift in wind down the canyon last night.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh_wsT3AwrMPMGcWvFRVJPEXwj7w1yCirsVVvs_jU4CNQpnRmAdIuzG8r8yQnPi3H5r-hpBDzZ7EV6AuZNpoDm_x3DH3ellnN6-58XgKwC7pjPVH10qRID27QfpWuz_HWqrfKyOjYNLzVY/s1600/rednarrows_LI.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="610" data-original-width="1112" height="350" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh_wsT3AwrMPMGcWvFRVJPEXwj7w1yCirsVVvs_jU4CNQpnRmAdIuzG8r8yQnPi3H5r-hpBDzZ7EV6AuZNpoDm_x3DH3ellnN6-58XgKwC7pjPVH10qRID27QfpWuz_HWqrfKyOjYNLzVY/s640/rednarrows_LI.jpg" width="640" /></a></div>
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And here are the winds at UKBKB (EW2355)</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi5OZI2ws8gf1JphhVQkgBwYsRcRCOG6hEd02RcGYed2OK1m34w8LaD3cXTImlws3pCLWx4981ywqastHNJEa8H-Zv-8kJfzPiF1rU-zJCb_7m4XU9qJN29yxt3FLA4wYRXclyu4GN4EVo/s1600/UKBKB_LI.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="610" data-original-width="1120" height="348" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi5OZI2ws8gf1JphhVQkgBwYsRcRCOG6hEd02RcGYed2OK1m34w8LaD3cXTImlws3pCLWx4981ywqastHNJEa8H-Zv-8kJfzPiF1rU-zJCb_7m4XU9qJN29yxt3FLA4wYRXclyu4GN4EVo/s640/UKBKB_LI.jpg" width="640" /></a></div>
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<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-54983335875787854522018-07-31T11:41:00.002-06:002018-07-31T11:41:39.524-06:00Hot Summer<h2>
Temperatures in Spanish Fork Since May 1, 2018</h2>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEigj17XDUZgnL0qzLynhHCSTRwuXPpxFoyhHAkyCa61-EpHW7ir_NbYd9XT-Tl-GgGzguQCciP9NDWxpSLGNrGlU9Xjd1VrhH1vanNnkq-cGnG9slF87723QwCSeK8Ps42eyItbGWTpyuQ/s1600/untitled.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="848" data-original-width="1336" height="406" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEigj17XDUZgnL0qzLynhHCSTRwuXPpxFoyhHAkyCa61-EpHW7ir_NbYd9XT-Tl-GgGzguQCciP9NDWxpSLGNrGlU9Xjd1VrhH1vanNnkq-cGnG9slF87723QwCSeK8Ps42eyItbGWTpyuQ/s640/untitled.png" width="640" /></a></div>
<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0Spanish Fork, UT 84660, USA40.114955 -111.65492340.017804000000005 -111.8162845 40.212106 -111.4935615tag:blogger.com,1999:blog-6226397258027842293.post-39574498805055503012018-07-17T11:50:00.001-06:002018-07-17T11:50:38.398-06:00Summer ThunderI woke up last night at 11:40 to strobing lights. A long line of thunderstorms stretched from Richfield to the Utah-Idaho border. This morning I measured 0.26 inches of rain in south Provo.<br />
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgUd5CZimFaQTPLUuCZIyKzVOkeiN0pD4X1wUSiyA2PEM0nigM7hIB87cnW06jvJ4z4YgLLvySqh4p4F_fXhyQAzLNjHwWJcb3-9DXXbRezH98m4nHxM5bG_63aehw98fWCtaXak_Lh0tU/s1600/radar.PNG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="703" data-original-width="590" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgUd5CZimFaQTPLUuCZIyKzVOkeiN0pD4X1wUSiyA2PEM0nigM7hIB87cnW06jvJ4z4YgLLvySqh4p4F_fXhyQAzLNjHwWJcb3-9DXXbRezH98m4nHxM5bG_63aehw98fWCtaXak_Lh0tU/s400/radar.PNG" width="335" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Radar 11:50 PM, Local Time</td></tr>
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It was a forecast miss for the HRRR model, which didn't simulate this particular line of thunderstorms until the analysis hour. This is an important lesson on not using weather models as deterministic forecasts for thunderstorm prediction. This loop of HRRR forecasts shows all 18 forecasts and the analysis valid at 0600 UTC (local midnight). Beyond the first two hours, there is no warning of this particular line of storms.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjOKKJp_dfuP9eQstUV25CyiZnnwdrwkg2hlSrwvuiK2nwkskOZ0pVvxldVzsIh5gtiUD8ua0_O41xjHwRTEj4J4IBktaZKHOH5N0VAdAlx_akIcItQWTz7l792MUiDUWQxKE9PiCdTFUk/s1600/loop.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="810" data-original-width="692" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjOKKJp_dfuP9eQstUV25CyiZnnwdrwkg2hlSrwvuiK2nwkskOZ0pVvxldVzsIh5gtiUD8ua0_O41xjHwRTEj4J4IBktaZKHOH5N0VAdAlx_akIcItQWTz7l792MUiDUWQxKE9PiCdTFUk/s320/loop.gif" width="273" /></a></div>
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Started a small fire on Y-Mountain: https://www.heraldextra.com/news/local/central/provo/lightning-sparks-small-brush-fire-on-y-mountain/article_ad4d2531-58a6-5b62-800e-0e38e3be22ca.html</div>
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Gusty winds were observed across the state. The Salt Lake International Airport and many other locations along the Wasatch Front recorded winds exceeding 50 MPH between 11 and Midnight last night.</div>
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In Spanish Fork, recorded winds gusted ranged between 17 and 30 MPH.</div>
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<a href="https://mesowest.utah.edu/cgi-bin/droman/meso_base_dyn.cgi?product=&past=1&stn=UKBKB&unit=0&time=LOCAL&day1=17&month1=07&year1=2018&hour1=2">UKBKB</a> (bench): Max gust 17 MPH at 11:35 PM</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgYlXr5nvrtn1VzFSX6oKPnCqK-2u5Vv9OJLTLERYwvpIGDcBHfZi2K4YqQv6e2f2GAkV_4OasPYlAT2cIxraT_p1QmW5a7XMb0dRDqD6PYyiLr14CpEY_rof9098X4xiAEl8SwfzVTiBg/s1600/UKBKB.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="425" data-original-width="935" height="181" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgYlXr5nvrtn1VzFSX6oKPnCqK-2u5Vv9OJLTLERYwvpIGDcBHfZi2K4YqQv6e2f2GAkV_4OasPYlAT2cIxraT_p1QmW5a7XMb0dRDqD6PYyiLr14CpEY_rof9098X4xiAEl8SwfzVTiBg/s400/UKBKB.png" width="400" /></a></div>
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<a href="https://mesowest.utah.edu/cgi-bin/droman/meso_base_dyn.cgi?product=&past=1&stn=C9348&unit=0&time=LOCAL&day1=17&month1=07&year1=2018&hour1=2">C9348</a> (bench): Max gust 18 MPH at 11:33 PM</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiA_XWKrpB5ofjpmOrL5cV57QslZq0_TEdZYCxMiKKk__RuxXUKyQBlRXhs9GvazuJZIaD51BU-GZ6BLG3DCXtmKKMxDzbPhTqS9prOHLwlATZtvK1RtiZ1NR3W4u8cECCHi_mF6_9JW6U/s1600/C9348.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="425" data-original-width="935" height="181" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiA_XWKrpB5ofjpmOrL5cV57QslZq0_TEdZYCxMiKKk__RuxXUKyQBlRXhs9GvazuJZIaD51BU-GZ6BLG3DCXtmKKMxDzbPhTqS9prOHLwlATZtvK1RtiZ1NR3W4u8cECCHi_mF6_9JW6U/s400/C9348.png" width="400" /></a></div>
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<a href="https://mesowest.utah.edu/cgi-bin/droman/meso_base_dyn.cgi?product=&past=1&stn=UCC13&unit=0&time=LOCAL&day1=17&month1=07&year1=2018&hour1=2">UCC13</a> (river bottoms): Max gust 30 MPH at 11:15 PM</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhtUzVRYRs7bixJBxPQUvyLt20grq8DcV7CLB2ZV07R5pDbgLW84wtl9Y0-IbKyWoWMRYa5-59M8arSOweoX2QSMZ9bdXaUrqWXuTUucbU4vrEhTMDExsBA7-cgZ1F7H8DRo6JAcVrpGfU/s1600/UCC13.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="425" data-original-width="935" height="181" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhtUzVRYRs7bixJBxPQUvyLt20grq8DcV7CLB2ZV07R5pDbgLW84wtl9Y0-IbKyWoWMRYa5-59M8arSOweoX2QSMZ9bdXaUrqWXuTUucbU4vrEhTMDExsBA7-cgZ1F7H8DRo6JAcVrpGfU/s400/UCC13.png" width="400" /></a></div>
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<a href="https://mesowest.utah.edu/cgi-bin/droman/meso_base_dyn.cgi?product=&past=1&stn=KSLC&unit=0&time=LOCAL&day1=17&month1=07&year1=2018&hour1=2">KSLC</a> (Salt Lake City International Airport): Max gust 50.6 MPH at 11:20 PM</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhZxkKpA44RCXshrRO3uNpivrAFi18OwZP7BuTuKlK79elNQ8vYQwWuK09BshEuxIi0S5W8OcDDNSlb2-z7Aht-gFojuRPiTPbjK9CFkOCI3vLplUzoE5pmLTzzBLkkdQmz92if7qbfAuI/s1600/KSLC.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="425" data-original-width="935" height="181" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhZxkKpA44RCXshrRO3uNpivrAFi18OwZP7BuTuKlK79elNQ8vYQwWuK09BshEuxIi0S5W8OcDDNSlb2-z7Aht-gFojuRPiTPbjK9CFkOCI3vLplUzoE5pmLTzzBLkkdQmz92if7qbfAuI/s400/KSLC.png" width="400" /></a></div>
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Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-3184373458270685272018-06-18T11:43:00.000-06:002018-06-18T11:43:26.854-06:00Quarter-Sized HailQuarter-sized hail was observed in this quick-moving thunderstorm that moved across the Salt Lake Valley before noon...<br />
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Radar 10:45 AM</h3>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEicxVsS59IxNHYOuoTooJmdMNCrkaLz45VJedhHkEL6W0PoiRVOEbyXnbCAkYHDs-9WxdVVXhd-Kta0kFfIkIgqrMKtihP6OahEzgQqiDiko8ym4nLY3TYEu8xrwvzvty6WmV5yIAwEadw/s1600/Capture2.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="738" data-original-width="852" height="346" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEicxVsS59IxNHYOuoTooJmdMNCrkaLz45VJedhHkEL6W0PoiRVOEbyXnbCAkYHDs-9WxdVVXhd-Kta0kFfIkIgqrMKtihP6OahEzgQqiDiko8ym4nLY3TYEu8xrwvzvty6WmV5yIAwEadw/s400/Capture2.PNG" width="400" /></a></div>
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Camera 10:55 AM</h3>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjR7-t0pRGDHkV3kVB1VtdvYuKsX8NBGt2zmsJ4BhMw2zx8BQeVst0pS_c54akKoJQnN96QT8QLtpXzdCx3qYsvjAedKIiX6FcZ7ULM5Yg1z976q6BQxB0hw0rULW1cr6sXmzf_VeZ4kZg/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="723" data-original-width="1036" height="278" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjR7-t0pRGDHkV3kVB1VtdvYuKsX8NBGt2zmsJ4BhMw2zx8BQeVst0pS_c54akKoJQnN96QT8QLtpXzdCx3qYsvjAedKIiX6FcZ7ULM5Yg1z976q6BQxB0hw0rULW1cr6sXmzf_VeZ4kZg/s400/Capture.PNG" width="400" /></a></div>
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GOES-16 True Color Image and Lightning data 10:43 AM</h3>
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It looks to me that the lightning data is skewed a little south of there it actually occurred. The center of maximum reflectivity is in the heart of Salt Lake County, but the lightning mapper positioned the flashes along the Salt Lake-Utah county line.Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0tag:blogger.com,1999:blog-6226397258027842293.post-17664566790058212402018-05-30T14:32:00.001-06:002018-05-30T14:32:43.001-06:00HRRR model statistics compared to NWS weather warningsThe orange in Texas represents the extreme heat warnings in Texas issued by the National Weather Service on May 30, 2018.<br />
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This area of hot temperatures corresponds well to the HRRR temperature statistics I computed on the Open Science Grid. Below is a HRRR zero-hour forecast valid 1800 UTC on May 30, 2018. The black contour is the 500 hPa geopotential height and the red shading shows how many degrees the HRRR forecast was greater than the 95th percentile temperature for the previous 3 years.<br />
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<br />Brian Blaylockhttp://www.blogger.com/profile/08141750093991282905noreply@blogger.com0