{"id":49382,"date":"2022-12-18T15:07:55","date_gmt":"2022-12-18T15:07:55","guid":{"rendered":"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/?p=49382"},"modified":"2022-12-19T15:28:38","modified_gmt":"2022-12-19T15:28:38","slug":"goes-r-level-2-products-with-geo2grid-version-1-1","status":"publish","type":"post","link":"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/archives\/49382","title":{"rendered":"GOES-R Level 2 Products with geo2grid version 1.1"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-content\/uploads\/sites\/5\/2022\/12\/GOES-16_ABI_TEMP_20221216_150020_SubTropCLASSTLF.png\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"720\" src=\"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-content\/uploads\/sites\/5\/2022\/12\/GOES-16_ABI_TEMP_20221216_150020_SubTropCLASSTLF.png\" alt=\"\" class=\"wp-image-49383\" srcset=\"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-content\/uploads\/sites\/5\/2022\/12\/GOES-16_ABI_TEMP_20221216_150020_SubTropCLASSTLF.png 960w, https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-content\/uploads\/sites\/5\/2022\/12\/GOES-16_ABI_TEMP_20221216_150020_SubTropCLASSTLF-300x225.png 300w, https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-content\/uploads\/sites\/5\/2022\/12\/GOES-16_ABI_TEMP_20221216_150020_SubTropCLASSTLF-768x576.png 768w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/a><figcaption class=\"wp-element-caption\">GOES-16 Level 2 Cloud Top Temperature product, 1500 UTC on 16 December 2022 (Click to enlarge)<\/figcaption><\/figure>\n\n\n\n<p>The latest release of the <a href=\"https:\/\/cimss.ssec.wisc.edu\/csppgeo\/software.html\">CSPPGeo<\/a> software package geo2grid (<a href=\"https:\/\/cimss.ssec.wisc.edu\/csppgeo\/geo2grid.html\">version 1.1, downloadable here<\/a>) includes support to display two Level 2 products from GOES-R:  Cloud Top Temperature and Cloud Top Height.  Cloud Top Temperature, above, created using data ordered and downloaded from the <a href=\"https:\/\/www.avl.class.noaa.gov\/saa\/products\/welcome\">NOAA CLASS<\/a> site, is at 2-km resolution (in line with the latest Algorithm Theoretical Basis Document &#8212; ATBD &#8212; for the product), and is created for every time step in the Full Disk and Mesoscale Domains.  The commands to create this image are shown below.  The &#8216;SubTrop&#8217; grid used was created <a href=\"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/archives\/49010\">as shown in this blog post<\/a>.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>..\/geo2grid.sh -r abi_l2_nc -w geotiff -p TEMP --grids SubTrop --grid-configs $GEO2GRID_HOME\/SubTrop.yaml -f $GEO2GRID_HOME\/bin\/Level2\/CLASSData\/OR_ABI-L2-ACHTF-M6_G16_s20223501500*.nc\n\n..\/add_coastlines.sh -o GOES-16_ABI_TEMP_20221216_150020_SubTropCLASS.png  --add-grid --grid-D 5.0 5.0 --grid-d 5.0 5.0 --add-coastlines --grid-text-size 14 --add-colorbar --colorbar-align right --colorbar-text-size 10 --colorbar-tick-marks 100 GOES-16_ABI_TEMP_20221216_150020_SubTrop.tif\n<\/code><\/pre>\n\n\n\n<p>Cloud-top Height is shown below, from 3 data sources:  The SBN, NOAA CLASS, and <a href=\"https:\/\/cimss.ssec.wisc.edu\/csppgeo\/ait.html\">CSPPGeo Algorithm Integration Team (AIT)<\/a> software.  You will note that both <a href=\"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-content\/uploads\/sites\/5\/2022\/12\/GOES-16_ABI_HT_20221216_150020_SubTropSBNTLF.png\">SBN<\/a> and <a href=\"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-content\/uploads\/sites\/5\/2022\/12\/GOES-16_ABI_HT_20221216_150020_SubTropCLASSTLF.png\">CLASS<\/a> (produced from the GOES-R Ground System) show (identical) data with 10-km resolution (AWIPS imagery likewise shows 10-km resolution for this field).  Only the <a href=\"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-content\/uploads\/sites\/5\/2022\/12\/GOES-16_ABI_HT_20221216_150020_SubTropAITTLF.png\">CSPPGeo AIT output<\/a> shows the data at 2-km resolution (in agreement with the latest ATBD for this product).  This degraded resolution for Cloud Top Height (and other cloud products) is a known issue\/risk at NESDIS affecting Clear Sky Radiances that are then assimilated into numerical prediction models.  Work continues to update the Ground System to mitigate this risk.  The commands to create the imagery from downloaded CLASS data are shown below.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>..\/geo2grid.sh -r abi_l2_nc -w geotiff -p HT --grids SubTrop --grid-configs $GEO2GRID_HOME\/SubTrop.yaml -f $GEO2GRID_HOME\/bin\/Level2\/CLASSData\/OR_ABI-L2-ACHAF-M6_G16_s20223501500207_e20223501509515_c20223501512366.nc\n\n..\/add_coastlines.sh -o GOES-16_ABI_HT_20221216_150020_SubTropCLASS.png  --add-grid --grid-D 5.0 5.0 --grid-d 5.0 5.0 --add-coastlines --grid-text-size 14 --add-colorbar --colorbar-align right --colorbar-text-size 10 --colorbar-tick-marks 1500 GOES-16_ABI_HT_20221216_150020_SubTrop.tif<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-content\/uploads\/sites\/5\/2022\/12\/GOES-16_ABI_HT_20221216_150020_SubTropToggle_3datasources.gif\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"720\" src=\"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-content\/uploads\/sites\/5\/2022\/12\/GOES-16_ABI_HT_20221216_150020_SubTropToggle_3datasources.gif\" alt=\"\" class=\"wp-image-49384\"\/><\/a><figcaption class=\"wp-element-caption\">Cloud Top Height (meters) at 1500 UTC on 16 December 2022, from data at CLASS, from over the SBN, and from CSPP&#8217;s AIT software) (Click to enlarge)<\/figcaption><\/figure>\n\n\n\n<p>The CIMSS Blog also discussed Level 2 products and geo2grid &#8212; with an earlier beta version &#8212; <a href=\"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/archives\/45332\">here<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The latest release of the CSPPGeo software package geo2grid (version 1.1, downloadable here) includes support to display two Level 2 products from GOES-R: Cloud Top Temperature and Cloud Top Height. Cloud Top Temperature, above, created using data ordered and downloaded from the NOAA CLASS site, is at 2-km resolution (in line with the latest Algorithm [&hellip;]<\/p>\n","protected":false},"author":19,"featured_media":49385,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[109,39],"tags":[],"class_list":["post-49382","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software","category-training"],"acf":[],"_links":{"self":[{"href":"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-json\/wp\/v2\/posts\/49382","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-json\/wp\/v2\/comments?post=49382"}],"version-history":[{"count":1,"href":"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-json\/wp\/v2\/posts\/49382\/revisions"}],"predecessor-version":[{"id":49388,"href":"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-json\/wp\/v2\/posts\/49382\/revisions\/49388"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-json\/wp\/v2\/media\/49385"}],"wp:attachment":[{"href":"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-json\/wp\/v2\/media?parent=49382"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-json\/wp\/v2\/categories?post=49382"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/wp-json\/wp\/v2\/tags?post=49382"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}