{"id":107,"date":"2025-11-07T15:08:10","date_gmt":"2025-11-07T21:08:10","guid":{"rendered":"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/?page_id=107"},"modified":"2025-11-18T09:06:05","modified_gmt":"2025-11-18T15:06:05","slug":"2023-goes-virtual-science-fair-top-projects","status":"publish","type":"page","link":"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/goes-vsf\/2023-goes-virtual-science-fair-top-projects\/","title":{"rendered":"2023 GOES Virtual Science Fair Top Projects"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">High School: 1st Place<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Title: Verifying Flash Flood Advisory Boundary Locations using GOES-16 ABI Imagery: A Case Study of Tropical Storm Beta (2020)<br>Akshay Kapur from Bellaire High School, Bellaire, Texas<br>Coach: Jimmy Newland<\/p>\n<\/blockquote>\n\n\n\n<p>Abstract<strong>:<\/strong> With an increasing amount of severe flash floods worldwide, meteorologists are seeking more efficient and accurate ways to issue warnings to populations. Despite the increasing coverage of Doppler radar networks, large parts of the world still lack these valuable instruments to track storms and measure precipitation rates. Although satellite products to calculate precipitation rates in these areas including the GOES Rainfall Rate\/Quantitative Precipitation Estimation product do somewhat assist meteorologists in determining flash flood advisory boundaries, this study focuses on an extrapolation-based method to determine relative rainfall amounts. This is fueled by the growing presence of weather stations on the ASOS network worldwide. Based on satellite data at an ASOS station with a known amount of rainfall, we can determine whether flash flood conditions are occurring at a nearby location. In this study, we explored the correlations of GOES ABI data with rainfall totals over a one-hour period. This can compound and serve as verification for traditional radar-based estimates. Using imagery from GOES-16 ABI bands, I examined a situation in the Houston metropolitan area with two nearby ASOS stations with a significant difference in one hour rainfall.<\/p>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/Qfup2TI84yU\">YouTube Video<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/FFboundariesGOES_Akshay_Kapur_CIMSS_Final.pdf\">Download the poster (PDF)<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/FFboundariesTS_Beta-1024x768.jpg\" alt=\"\" class=\"wp-image-108\" srcset=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/FFboundariesTS_Beta-1024x768.jpg 1024w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/FFboundariesTS_Beta-300x225.jpg 300w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/FFboundariesTS_Beta-768x576.jpg 768w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/FFboundariesTS_Beta.jpg 1533w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">High School: Honorable Mentions<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Title: Using GOES-16 Products to Analyze Convective Turbulence: A Case Study of the March 2023 Lufthansa Event<br>Jesse Zhong from Gilman School, Baltimore, Maryland<br>Coach: Dr. Ken Pryor <\/p>\n<\/blockquote>\n\n\n\n<p><a href=\"https:\/\/www.loom.com\/share\/81dcfe55fe234058a00a2a4194b5f3d7\">Watch the video<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/ConvectiveTurbulence-1.jpg\">Download the poster<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"767\" src=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/ConvectiveTurbulence-1024x767.jpg\" alt=\"\" class=\"wp-image-109\" srcset=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/ConvectiveTurbulence-1024x767.jpg 1024w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/ConvectiveTurbulence-300x225.jpg 300w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/ConvectiveTurbulence-768x576.jpg 768w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/ConvectiveTurbulence.jpg 1525w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Title: Buffalo Bomb Cyclone<br>Poyraz Ozer, Ziqin Chen, Christopher Samuels, and Rishi Amaravadi from Friends&#8217; Central School STEM Club, Wynnewood, PA<br>Coach: Christopher Guides<\/p>\n<\/blockquote>\n\n\n\n<p><a href=\"https:\/\/drive.google.com\/file\/d\/1V_S4QyUyF0_EtxA8o-xNABm1A0tSBIFr\/view?usp=sharing\">Watch the video<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/BBcyclone_Friends_Central_School_STEM_CLUB_poster.pdf\">Download the poster (PDF)<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"763\" src=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/BombCyclone-1024x763.jpg\" alt=\"\" class=\"wp-image-110\" srcset=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/BombCyclone-1024x763.jpg 1024w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/BombCyclone-300x224.jpg 300w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/BombCyclone-768x572.jpg 768w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/BombCyclone.jpg 1143w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Middle School: 1st Place<\/strong><\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Title: GOES-16 ABI Band 2 and 13 and Product Sandwich RGB Useful in Analyzing Thunderstorms<br>Lucas Perrone from Medford Memorial Middle School, Medford, New Jersey<br>Coach: Vicky Gorman<\/p>\n<\/blockquote>\n\n\n\n<p><a href=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/GOES16_SanwhichRGB_Perrone.pdf\">Download the poster (PDF)<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"777\" src=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/GOES-16sandwichRGB-1024x777.jpg\" alt=\"\" class=\"wp-image-111\" srcset=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/GOES-16sandwichRGB-1024x777.jpg 1024w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/GOES-16sandwichRGB-300x228.jpg 300w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/GOES-16sandwichRGB-768x582.jpg 768w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/GOES-16sandwichRGB.jpg 1519w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Middle School: Honorable Mentions<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Title: Hurricanes and Their Past Destructiveness Compared to the Recent Past<br>Carsten Drury, Maximillian Meyer, and Benjaman Gurch from Beacon Hill Middle School, Decatur, Georgia<br>Coaches: Beverly Beyer and Jessica Nicks <\/p>\n<\/blockquote>\n\n\n\n<p><a href=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/HurricanesBeaconMS.pdf\">Download the poster (PDF)<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"770\" src=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/HurricanesBeaconHillMS-1024x770.jpg\" alt=\"\" class=\"wp-image-112\" srcset=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/HurricanesBeaconHillMS-1024x770.jpg 1024w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/HurricanesBeaconHillMS-300x225.jpg 300w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/HurricanesBeaconHillMS-768x577.jpg 768w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/HurricanesBeaconHillMS.jpg 1525w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Title: GOES-17 ABI Bands 1 and 2 (RGB) Useful in Analyzing Atmospheric Weather Patterns and Precipitation<br>Elise Preston from Medford Memorial Middle School, Medford, New Jersey<br>Coach: Vicky Gorman<\/p>\n<\/blockquote>\n\n\n\n<p><a href=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/GOES17AR-1.jpg\">Download the poster (PDF)<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"747\" src=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/GOES17AR.jpg\" alt=\"\" class=\"wp-image-113\" srcset=\"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/GOES17AR.jpg 1000w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/GOES17AR-300x224.jpg 300w, https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-content\/uploads\/sites\/33\/2025\/11\/GOES17AR-768x574.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>High School: 1st Place Title: Verifying Flash Flood Advisory Boundary Locations using GOES-16 ABI Imagery: A Case Study of Tropical Storm Beta (2020)Akshay Kapur from Bellaire High School, Bellaire, TexasCoach: Jimmy Newland Abstract: With an increasing amount of severe flash floods worldwide, meteorologists are seeking more efficient and accurate ways to issue warnings to populations. [&hellip;]<\/p>\n","protected":false},"author":55,"featured_media":0,"parent":13,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-107","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-json\/wp\/v2\/pages\/107","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-json\/wp\/v2\/users\/55"}],"replies":[{"embeddable":true,"href":"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-json\/wp\/v2\/comments?post=107"}],"version-history":[{"count":2,"href":"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-json\/wp\/v2\/pages\/107\/revisions"}],"predecessor-version":[{"id":296,"href":"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-json\/wp\/v2\/pages\/107\/revisions\/296"}],"up":[{"embeddable":true,"href":"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-json\/wp\/v2\/pages\/13"}],"wp:attachment":[{"href":"https:\/\/cimss.ssec.wisc.edu\/virtual-science-fairs\/wp-json\/wp\/v2\/media?parent=107"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}