{"id":12801,"date":"2024-07-25T14:23:23","date_gmt":"2024-07-25T14:23:23","guid":{"rendered":"https:\/\/sig-gis.com\/?p=12801"},"modified":"2024-09-27T18:21:45","modified_gmt":"2024-09-27T18:21:45","slug":"monitoring-severely-burned-redwood-forest","status":"publish","type":"post","link":"https:\/\/sig-gis.com\/monitoring-severely-burned-redwood-forest\/","title":{"rendered":"Monitoring Severely Burned Redwood Forest"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"12801\" class=\"elementor elementor-12801\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c9198dd e-con-full e-flex e-con e-parent\" data-id=\"c9198dd\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;arrow&quot;,&quot;shape_divider_bottom_negative&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"true\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 700 10\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M360 0L350 9.9 340 0 0 0 0 10 700 10 700 0\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b38c55f elementor-view-framed elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"b38c55f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-group-leaf\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tNatural Hazards\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tCase Study\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fef0cfb e-con-full e-flex e-con e-parent\" data-id=\"fef0cfb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f904434 e-con-full e-flex e-con e-child\" data-id=\"f904434\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c8a5741 e-con-full animated-slow e-flex e-con e-child\" data-id=\"c8a5741\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;sticky_on&quot;:[&quot;desktop&quot;],&quot;sticky_effects_offset&quot;:7,&quot;animation&quot;:&quot;none&quot;,&quot;sticky_offset&quot;:14,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t<div class=\"elementor-element elementor-element-b08beb3 e-con-full e-flex e-con e-child\" data-id=\"b08beb3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-324b909 elementor-widget elementor-widget-heading\" data-id=\"324b909\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Monitoring Severely Burned Redwood Forest<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23f4f09 elementor-widget elementor-widget-heading\" data-id=\"23f4f09\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Assessing Fire Damage Quickly and Accurately for Intelligent Recovery\n\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36071c9 elementor-widget elementor-widget-heading\" data-id=\"36071c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/sig-gis.com\/group-nh\/\" target=\"_blank\">SCIENCE GROUP: Natural Hazards<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-796e57f e-con-full e-flex e-con e-child\" data-id=\"796e57f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-778fb4c e-con-full e-flex e-con e-child\" data-id=\"778fb4c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5ffed18 elementor-widget elementor-widget-heading\" data-id=\"5ffed18\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">When their forest burned, Save the Redwoods turned to SIG to measure wildfire impacts  and to monitor recovery<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d2c3ce elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"3d2c3ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>When the Save the Redwoods League acquired the Cascade Creek Property, 564 acres of mixed old- and second-growth coast redwood forest in the hills north of Santa Cruz, California, their intention was to make the parcel part of a belt of continuous protected redwood habitat from the Santa Cruz Mountains to the Pacific Ocean.<\/p><p>But they experienced a serious setback in 2020, when the 86,000 acre CZU Lightning Complex fires completely consumed Cascade Creek. Large patches of the property were destroyed, experiencing high-severity burn effects like total or near total overstory top-kill.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-38f23db e-con-full e-flex e-con e-child\" data-id=\"38f23db\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-61b100b e-con-full e-flex e-con e-child\" data-id=\"61b100b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div data-pa-eq-height=\"{&quot;targetType&quot;:&quot;widget&quot;,&quot;target&quot;:&quot;&quot;,&quot;trigger&quot;:&quot;load&quot;,&quot;enableOn&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" class=\"elementor-element elementor-element-6194402 e-con-full premium-equal-height-yes e-flex e-con e-child\" data-id=\"6194402\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;premium_eq_height_switcher&quot;:&quot;yes&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f081adc e-con-full e-flex e-con e-child\" data-id=\"f081adc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a12a726 elementor-widget elementor-widget-heading\" data-id=\"a12a726\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Spatial Informatics Group had the Right Experience<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a9c1ab elementor-widget elementor-widget-text-editor\" data-id=\"0a9c1ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Save the Redwoods turned to Spatial Informatics Group. Our extensive experience with data collection, science-informed wildfire modeling, and remote sensing combined with trained ecologists and Registered Professional Foresters (RPFs) made SIG a natural partner to create a post-fire monitoring plan to quantify the fire\u2019s effects and to begin tracking recovery.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ae9b616 e-con-full e-flex e-con e-child\" data-id=\"ae9b616\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9f4ecda elementor-widget elementor-widget-image\" data-id=\"9f4ecda\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"585\" src=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Field_Work_Santa-Cruz_2.jpg\" class=\"attachment-large size-large wp-image-12887\" alt=\"Uncrewed Aircraft Systems images\" srcset=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Field_Work_Santa-Cruz_2.jpg 934w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Field_Work_Santa-Cruz_2-300x219.jpg 300w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Field_Work_Santa-Cruz_2-768x562.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-899b996 e-con-full e-flex e-con e-child\" data-id=\"899b996\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-21d8ec7 e-con-full e-flex e-con e-child\" data-id=\"21d8ec7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1553801 elementor-widget elementor-widget-image\" data-id=\"1553801\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"602\" src=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Field_Work_Santa-Cruz_3.jpg\" class=\"attachment-large size-large wp-image-12888\" alt=\"Uncrewed Aircraft Systems images\" srcset=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Field_Work_Santa-Cruz_3.jpg 933w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Field_Work_Santa-Cruz_3-300x226.jpg 300w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Field_Work_Santa-Cruz_3-768x578.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2ca8f55 e-con-full e-flex e-con e-child\" data-id=\"2ca8f55\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d525231 elementor-widget elementor-widget-heading\" data-id=\"d525231\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">On the Ground and in the Air, SIG is There<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f385c6 elementor-widget elementor-widget-text-editor\" data-id=\"6f385c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>SIG established 25 representative plots of one tenth of an acre each across the property and collected detailed field data and from above using <a href=\"https:\/\/sig-gis.com\/solutions-uas\/\" target=\"_blank\" rel=\"noopener\">Uncrewed Aircraft Systems<\/a> and satellite imagery.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-pa-eq-height=\"{&quot;targetType&quot;:&quot;widget&quot;,&quot;target&quot;:&quot;&quot;,&quot;trigger&quot;:&quot;load&quot;,&quot;enableOn&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" class=\"elementor-element elementor-element-8e6bdbb e-con-full premium-equal-height-yes e-flex e-con e-child\" data-id=\"8e6bdbb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;premium_eq_height_switcher&quot;:&quot;yes&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-964971d e-con-full e-flex e-con e-child\" data-id=\"964971d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38a5124 elementor-widget elementor-widget-heading\" data-id=\"38a5124\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">High Severity, but High Survival  <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bd94ca2 elementor-widget elementor-widget-text-editor\" data-id=\"bd94ca2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Through interpretation of satellite imagery we found that 78 percent of the Cascade Creek Property had burned at high severity. Redwoods have the capacity to resprout from the base and the crown, meaning that even badly fire-damaged trees may recover. SIG monitoring confirmed that even in high-severity burn areas, almost 4 out of 5 redwood trees were resprouting after a year. Larger trees had the best prospects, with 90 percent expected to survive.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2d48bd5 e-con-full e-flex e-con e-child\" data-id=\"2d48bd5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-06cc352 elementor-widget elementor-widget-image\" data-id=\"06cc352\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"434\" src=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/reedwoods-1024x556.jpg\" class=\"attachment-large size-large wp-image-12806\" alt=\"Monitoring Severely Burned Redwood Forest\" srcset=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/reedwoods-1024x556.jpg 1024w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/reedwoods-300x163.jpg 300w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/reedwoods-768x417.jpg 768w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/reedwoods.jpg 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dafdc89 e-con-full e-flex e-con e-child\" data-id=\"dafdc89\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-e7c1421 e-con-full e-flex e-con e-child\" data-id=\"e7c1421\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a20a6a elementor-widget elementor-widget-image\" data-id=\"6a20a6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"673\" src=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/burn-map-1024x861.jpg\" class=\"attachment-large size-large wp-image-12915\" alt=\"CZU Lightning Complex - Preliminary Vegetation Burn Severity\" srcset=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/burn-map-1024x861.jpg 1024w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/burn-map-300x252.jpg 300w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/burn-map-768x645.jpg 768w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/burn-map.jpg 1071w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a04fd4 e-con-full e-flex e-con e-child\" data-id=\"2a04fd4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-89ac379 elementor-widget elementor-widget-heading\" data-id=\"89ac379\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Getting it Done<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac60041 elementor-widget elementor-widget-text-editor\" data-id=\"ac60041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>SIG was able to complete a fire severity map of the CZU Lightning Complex Fire within weeks of the burn, allowing the landowner and the public to understand the changes to the area, and to begin to plan for recovery informed by solid open science.<\/p><p>And ongoing monitoring has enabled Save the Redwoods to understand the process of recovery on their land \u2013 including the recovery of the endangered marbled murrelet, a coastal marine bird that nests in old growth redwoods. The high survival rate of large trees indicates that nesting habitat will persist, though it may take years as burned trees put out new sprouts.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4fab15c elementor-align-left elementor-widget elementor-widget-button\" data-id=\"4fab15c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/gsal.sig-gis.com\/portal\/apps\/webappviewer\/index.html?id=a8a9c927a87f47b99cadce67f079476c&#038;extent=-13640860.9603%2C4444417.4079%2C-13567481.4131%2C4478699.4151%2C102100\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">View Map<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Save the Redwoods turned to Spatial Informatics Group (SIG) for their expertise in data collection, wildfire modeling, and remote sensing. SIG created a post-fire monitoring plan to quantify the fire&#8217;s effects and track recovery after the CZU Lightning Complex fires.<\/p>\n","protected":false},"author":2,"featured_media":12924,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[22,14,154,10,11,12],"tags":[165,164,67,160,168,156,158,166,163,161,157,162,169,70,167,69],"class_list":["post-12801","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies","category-map-projects","category-natural-hazards","category-portfolio","category-projects","category-science-groups","tag-assessing-fire-damage","tag-burned-forest","tag-california","tag-czu-lightning-complex-fire","tag-data-collection","tag-extreme-fire","tag-fire-maps","tag-fire-recovery","tag-forest-fire","tag-monitoring-severely-burned-redwood-forest","tag-natural-hazards","tag-redwoods","tag-remote-sensing","tag-wildfire","tag-wildfire-impacts","tag-wildfire-modeling"],"acf":{"Introduction":"Save the Redwoods turned to Spatial Informatics Group (SIG) for their expertise in data collection, wildfire modeling, and remote sensing. 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