{"id":771,"date":"2014-09-24T20:46:35","date_gmt":"2014-09-24T20:46:35","guid":{"rendered":"http:\/\/rammb.cira.colostate.edu\/research\/goes-r\/proving_ground\/blog\/?p=771"},"modified":"2026-03-06T09:05:41","modified_gmt":"2026-03-06T16:05:41","slug":"convective-initiation-application-via-the-split-window-difference-product-3","status":"publish","type":"post","link":"https:\/\/rammb2.cira.colostate.edu\/proving-ground-blog\/2014\/09\/24\/convective-initiation-application-via-the-split-window-difference-product-3\/","title":{"rendered":"Convective Initiation Application via the Split Window Difference product"},"content":{"rendered":"\n<p>One of the exciting new products that will be available on GOES-R is  the split window difference (SWD) which is simply the difference between  the 10.35 micron and 12.3 micrometer channels.&nbsp; This channel difference has  been shown to provide information about atmospheric column water  vapor.&nbsp; Higher SWD values (larger positive difference) can correspond to  deepener low-level moisture in a cloud-free environment.&nbsp; This  signature can be utilized to anticipate where and when convective  initiation will occur in cloud-free conditions away from complex terrain  (such as the Great Plains).&nbsp; Although similar bands were available on some previous GOES instruments,  their coarse resolution and poor signal-to-noise ratio made them less useful  for identifying subtle small-scale features in the low level moisture  field.<\/p>\n\n\n\n<p>In order to demonstrate this product  (since the 12.3 micron channel is not available on the current GOES imager), we use synthetic imagery from the 4-km NSSL WRF-ARW model.&nbsp;  Here is an example of the SWD on a day with a dryline across Texas:<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>The  larger (positive difference) values of SWD are shown in warm colors,  while the location of the cross section (shown below) is illustrated by  the east-west oriented black line.&nbsp; Next, we will look at output from  the NSSL WRF-ARW model along the cross section line:<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>The  white line indicates SWD values (scale on the right) while the colors  are specific humidity.&nbsp; SWD values are greatest along the dryline where  the depth of the moisture is greatest.&nbsp; The low-level temperature lapse rate also plays a role in the SWD, but as can be seen in the cross section, the depth of the moisture is the dominating factor.<\/p>\n\n\n\n<p>A loop of the synthetic SWD from the NSSL WRF-ARW:<\/p>\n\n\n\n<p><a href=\"http:\/\/rammb.cira.colostate.edu\/templates\/loop_directory.asp?data_folder=training\/visit\/loops\/20may13_syn_swd\" target=\"_blank\" rel=\"noopener\">http:\/\/rammb.cira.colostate.edu\/templates\/loop_directory.asp?data_folder=training\/visit\/loops\/20may13_syn_swd<\/a><\/p>\n\n\n\n<p>shows  the animation from 1500 &#8211; 0000 UTC at hourly intervals from the model.&nbsp;  On the left is the synthetic IR (10.35 micron) band and on the right is  the synthetic SWD product (larger SWD values are shown in warmer  colors).<\/p>\n\n\n\n<p>The first thing to note is the skies are clear before  convective initiation across Texas which is necessary to make use of the  product in this way.&nbsp; The larger SWD values develop along the dryline  prior to convective initiation.&nbsp; Keep in mind this synthetic data is at  hourly intervals, but once GOES-R becomes available, the data will be  displayed at 5 (or even 1) minute intervals.<\/p>\n\n\n\n<p>We can preview how  this data may appear on GOES-R by looking at an example from the MSG  (Meteosat Second Generation) SEVERI instrument over Europe.&nbsp; An event  occurred on 6 July 2012 where convection developed along a convergence  boundary under clear skies prior to initiation.&nbsp; Also, this event  occurred over flat terrain (Poland) which is important since complex  terrain complicates this signature.<\/p>\n\n\n\n<p>Here is the zoomed in visible imagery (over Poland) from the MSG satellite from 0845 &#8211; 1500 UTC 6 July 2012:<\/p>\n\n\n\n<p><a href=\"http:\/\/rammb.cira.colostate.edu\/templates\/loop_directory.asp?data_folder=training\/visit\/loops\/6july12_msg_vis\" target=\"_blank\" rel=\"noopener\">http:\/\/rammb.cira.colostate.edu\/templates\/loop_directory.asp?data_folder=training\/visit\/loops\/6july12_msg_vis<\/a><\/p>\n\n\n\n<p>The key to note is the clear skies prior to convective initiation.<\/p>\n\n\n\n<p>Here is the zoomed in SWD imagery (over Poland) from the MSG satellite over the same time period:<\/p>\n\n\n\n<p><a href=\"http:\/\/rammb.cira.colostate.edu\/templates\/loop_directory.asp?data_folder=training\/visit\/loops\/6july12_msg_swd\" target=\"_blank\" rel=\"noopener\">http:\/\/rammb.cira.colostate.edu\/templates\/loop_directory.asp?data_folder=training\/visit\/loops\/6july12_msg_swd<\/a><\/p>\n\n\n\n<p>Focus  on the clear area (that was shown in the visible image) from the center  of the scene southeastward.&nbsp; SWD values gradually increase (going  toward warmer colors) indicating deepening moisture along this  convergence boundary, followed by convective initiation (expanding  regions of blue\/purple later in the loop).<\/p>\n\n\n\n<p>A local maximum in SWD  developed over a convergence boundary (under clear skies) about 2 hours  prior to convective initiation.&nbsp; Forecasters can make use of this  information when attempting to predict where \/ when convective  initiation will occur.&nbsp; As looking at this imagery becomes routine with  GOES-R for diagnosing convective initiation (under clear skies  beforehand), experience with this product will lead to greater  forecaster confidence in timing and location of convective initiation.<\/p>\n\n\n\n<p>For more detailed information on this product, see this article:<\/p>\n\n\n\n<p>Lindsey,  D.T., Grasso, L., Dostalek, J.F., and J. Kerkmann,  2014: Use of the  GOES-R Split-Window Difference to Diagnose Deepening  Low-Level Water  Vapor. <em>J. Appl. Meteor. Climatol.<\/em>, <strong>53<\/strong>, 2005\u20132016.&nbsp; <a href=\"http:\/\/dx.doi.org\/10.1175\/JAMC-D-14-0010.1\">http:\/\/dx.doi.org\/10.1175\/JAMC-D-14-0010.1<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>One of the exciting new products that will be available on GOES-R is the split window difference (SWD) which is simply the difference between the 10.35 micron and 12.3 micrometer channels.&nbsp; This channel difference has been shown to provide information about atmospheric column water vapor.&nbsp; Higher SWD values (larger positive difference) can correspond to deepener [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-771","post","type-post","status-publish","format-standard","hentry","category-synthetic-nssl-wrf-arw-imagery"],"_links":{"self":[{"href":"https:\/\/rammb2.cira.colostate.edu\/proving-ground-blog\/wp-json\/wp\/v2\/posts\/771","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rammb2.cira.colostate.edu\/proving-ground-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rammb2.cira.colostate.edu\/proving-ground-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rammb2.cira.colostate.edu\/proving-ground-blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/rammb2.cira.colostate.edu\/proving-ground-blog\/wp-json\/wp\/v2\/comments?post=771"}],"version-history":[{"count":3,"href":"https:\/\/rammb2.cira.colostate.edu\/proving-ground-blog\/wp-json\/wp\/v2\/posts\/771\/revisions"}],"predecessor-version":[{"id":1299,"href":"https:\/\/rammb2.cira.colostate.edu\/proving-ground-blog\/wp-json\/wp\/v2\/posts\/771\/revisions\/1299"}],"wp:attachment":[{"href":"https:\/\/rammb2.cira.colostate.edu\/proving-ground-blog\/wp-json\/wp\/v2\/media?parent=771"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rammb2.cira.colostate.edu\/proving-ground-blog\/wp-json\/wp\/v2\/categories?post=771"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rammb2.cira.colostate.edu\/proving-ground-blog\/wp-json\/wp\/v2\/tags?post=771"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}