{"id":5599,"date":"2026-04-23T18:34:33","date_gmt":"2026-04-23T18:34:33","guid":{"rendered":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=5599"},"modified":"2026-04-23T18:34:33","modified_gmt":"2026-04-23T18:34:33","slug":"sar-gmti-and-space-time-adaptive-processing","status":"publish","type":"post","link":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/?p=5599","title":{"rendered":"SAR GMTI and Space-time Adaptive Processing"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/www.youtube.com\/@NoiseInSpaceChannel\/videos\"><img loading=\"lazy\" decoding=\"async\" width=\"642\" height=\"223\" src=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-42.png\" alt=\"\" class=\"wp-image-5602\" srcset=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-42.png 642w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-42-300x104.png 300w\" sizes=\"auto, (max-width: 642px) 100vw, 642px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-audio\"><audio controls src=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/Tracking_with_Starlink.mp3\"><\/audio><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Sources:<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1007\" height=\"297\" src=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-43.png\" alt=\"\" class=\"wp-image-5604\" srcset=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-43.png 1007w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-43-300x88.png 300w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-43-768x227.png 768w\" sizes=\"auto, (max-width: 1007px) 100vw, 1007px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"481\" height=\"581\" src=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-46.png\" alt=\"\" class=\"wp-image-5607\" srcset=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-46.png 481w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-46-248x300.png 248w\" sizes=\"auto, (max-width: 481px) 100vw, 481px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/noiseinspacechannel\">noiseinspacechannel \u00b7 GitHub<\/a> <a href=\"https:\/\/github.com\/noiseinspacechannel\">https:\/\/github.com\/noiseinspacechannel<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/github.com\/noiseinspacechannel\"><img loading=\"lazy\" decoding=\"async\" width=\"832\" height=\"421\" src=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-44.png\" alt=\"\" class=\"wp-image-5605\" srcset=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-44.png 832w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-44-300x152.png 300w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-44-768x389.png 768w\" sizes=\"auto, (max-width: 832px) 100vw, 832px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"580\" src=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-45-1024x580.png\" alt=\"\" class=\"wp-image-5606\" srcset=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-45-1024x580.png 1024w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-45-300x170.png 300w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-45-768x435.png 768w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-45.png 1192w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/notebooklm.google.com\/notebook\/eef981b1-fa90-4e4b-b3c0-621ad94e213f\">https:\/\/notebooklm.google.com\/notebook\/eef981b1-fa90-4e4b-b3c0-621ad94e213f<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/04\/Starlink_Eye-1024x572.png\" alt=\"\" class=\"wp-image-5608\"\/><\/figure>\n\n\n\n<pre class=\"wp-block-code\"><code>Hey GPT, what's cool here for our SCYTHE System? &gt; Response: \"Yes \u2014 the most interesting parts are in NIS-Starlink-Radar-Video-main and NIS-SAR-AMTIGMTI-Video-main. The rest looks mostly like visualization\/demo HTML.\n\nBest candidates for SCYTHE consideration:\n\n 1. NIS-Starlink-Radar-Video-main\/Python Scripts\/sigint_sim_env.py\nThis is the strongest find. It\u2019s doing GPU-backed multibeam SIGINT scene generation with explicit emitter placement across LTE\/Wi\u2011Fi bands, temporal PRN-like streams, satellite motion, and swept beam collection. That \nmaps well to:\n  - synthetic RF observation generation\n  - protocol\/band priors for your MacCluster \/ RF signature work\n  - training\/evaluation data for RFUAV and control-path evidence\n 2. NIS-Starlink-Radar-Video-main\/Python Scripts\/sigint_multibeam_processing.py\nThis has a real post-processing pipeline: band sweeps, CLEAN-like deconvolution, tomographic source mapping, and cached viewer output. That could be useful for:\n  - spectrum\/source localization experiments\n  - operator-facing RF heat\/intensity products\n  - generating higher-level features from synthetic or captured RF scenes\n 3. NIS-SAR-AMTIGMTI-Video-main\/sar_scene_data.py\nThis is interesting as a scene\/material\/terrain generator, not just a toy. It pulls elevation, defines terrain\/material properties, and includes object\/model placement. Good fit for:\n  - synthetic geospatial scene generation\n  - radar\/SAR-informed environment priors\n  - richer simulation backdrops for SCYTHE\u2019s predictive or visualization stack\n 4. NIS-SAR-AMTIGMTI-Video-main\/sar_simulator_ursina.py\nLess exciting as production code, but useful as a 3D geospatial sandbox for scene inspection and rapid simulation visualization.\n\nLess exciting:\n\n - NIS-Laser-Video-main\n - NIS-Starlink-Video-main\n - NIS-ICBM-Video-main\n\nThose look mostly like HTML demos\/animations, good for presentation ideas but not as strong for backend reuse.\n\nBottom line: if you want reusable substance, I\u2019d mine:\n\n - synthetic emitter + multibeam collection from sigint_sim_env.py\n - CLEAN\/tomographic processing from sigint_multibeam_processing.py\n - scene\/material\/elevation generation from sar_scene_data.py\n\nThat\u2019s where the real leverage is.\"<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"377\" height=\"1024\" src=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-47-377x1024.png\" alt=\"\" class=\"wp-image-5613\" style=\"width:670px;height:auto\" srcset=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-47-377x1024.png 377w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-47-110x300.png 110w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-47-768x2085.png 768w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-47-566x1536.png 566w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-47-754x2048.png 754w, https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2026\/04\/image-47.png 772w\" sizes=\"auto, (max-width: 377px) 100vw, 377px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Sources: noiseinspacechannel \u00b7 GitHub https:\/\/github.com\/noiseinspacechannel https:\/\/notebooklm.google.com\/notebook\/eef981b1-fa90-4e4b-b3c0-621ad94e213f<\/p>\n","protected":false},"author":2,"featured_media":5606,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[8,13],"tags":[],"class_list":["post-5599","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sidling-up","category-the-truben-show"],"_links":{"self":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5599","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5599"}],"version-history":[{"count":0,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5599\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/media\/5606"}],"wp:attachment":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5599"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5599"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5599"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}