{"id":12685,"date":"2024-07-24T22:30:20","date_gmt":"2024-07-24T22:30:20","guid":{"rendered":"https:\/\/sig-gis.com\/?p=12685"},"modified":"2024-08-12T22:14:29","modified_gmt":"2024-08-12T22:14:29","slug":"community-wildfire-risk-mitigation-assessment","status":"publish","type":"post","link":"https:\/\/sig-gis.com\/community-wildfire-risk-mitigation-assessment\/","title":{"rendered":"Community Wildfire Risk Mitigation Assessment"},"content":{"rendered":"\t\t
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\n\t\t\t\t\t\t\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

\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

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Community Wildfire Risk Mitigation Assessment<\/h1>\t\t\t\t<\/div>\n\t\t\t\t
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Pilot Research Project on Methods for Quantifying Wildfire Hazard and Risk\n\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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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
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Understanding the Landscape Effects of Wildfire Resiliency Treatments in the Wildland-Urban Interface\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Forests in California are increasingly vulnerable to damaging, high severity wildfires. Not only have climate change, fire exclusion, and past forest management practices created very favorable conditions for mega fires, but increasing human settlement of the wildland-urban interface and intermix (WUI) has dramatically increased the potential lives and values at risk.<\/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

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How Do Local Interventions Affect the Landscape?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\tMeasures to reduce risk, such as defensible space regulations and home hardening, as well as fuel reduction treatment, are in place throughout the state, but the integration of their \nlandscape-level effects on potential structure losses have not been well studied.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Paradise, CA study area boundaries shown in context to the Camp Fire burn perimeter in the map<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Getting the Lay of the Land<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\tCAL FIRE asked Spatial Informatics Group to undertake a pilot study to explore data, methods, and models and develop information and guidance to aid in planning fuel treatments and in implementing defensible space in the WUI of the communities of Nevada City, Grass Valley, and Auburn, California. SIG was also tasked with evaluating inspection and defensible space compliance data related to properties involved in the 2018 Camp Fire to evaluate the effects of building features, building codes, and defensible space in a big wildfire.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Comparing Two Methodologies<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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The project compared two methods for calculating carbon emissions associated with fuel treatments: the Reduced Emissions from Megafires Protocol<\/a> that SIG developed and another developed by California\u2019s Greenhouse Gas Reduction Fund. SIG\u2019s protocol was found to be more robust and better able to capture the benefits of fuel treatments.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Results <\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Regardless of analytical method, results showed that the expected loss of value due to a simulated wildfire decreased as the proportion of the landscape subjected to fuels treatment increased and as the proportion of parcels in compliance with defensible space regulations increased.<\/p>

They also showed that structure loss or survival is attributed to structure hardness, with newer structures compliant with more recent California building codes less susceptible to damage or destruction.<\/p>

However, parcel-level landscape characteristics were less predictive, with defensible space clearance showing only minimal significance.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"Community\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
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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"CALFIRE,\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
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Ready for Next Steps<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\tThis project demonstrated that it is possible to simulate wildfire behavior and risk effects of changes in parcel-level defensible space compliance in combination with fuel reduction treatments. It is an important first step towards developing an online statewide fuels treatment planning decision support system.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tNeed Report<\/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":"

Forests in California are increasingly vulnerable to wildfires. Not only have climate change and past forest management practices created very favorable conditions for fires, but increasing human settlement of the wildland-urban interface and intermix (WUI) has dramatically increased the stakes.<\/p>\n","protected":false},"author":2,"featured_media":12735,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[22,14,154,10,11,12],"tags":[149,150,121,153,151,152,148],"class_list":["post-12685","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-californias-sierra-nevada","tag-fire-resilience","tag-forest-agriculture-management","tag-forest-fuel-treatments","tag-fuel-treatments","tag-landscape-scale","tag-merican-forest-foundation"],"acf":{"Introduction":"CAL FIRE asked Spatial Informatics Group to undertake a pilot study to explore data, methods, and models and develop information and guidance to aid in planning fuel treatments and in implementing defensible space in California\u2019s WUI. 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SIG was also tasked with evaluating inspection and defensible space compliance data related to properties involved in the 2018 Camp Fire to evaluate the effects of building features, building codes, and defensible space in a big wildfire.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sig-gis.com\/community-wildfire-risk-mitigation-assessment\/\" \/>\n<meta property=\"og:site_name\" content=\"SIG - Spatial Informatics Group\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Spatial.Informatics.Group\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-07-24T22:30:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-08-12T22:14:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/NH-comunity-02.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"680\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Andrea Raschke\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:description\" content=\"Consulting with the American Forest Foundation, SIG scientists evaluated landscape-scale fuels treatments by analyzing treatment levels and spatial arrangement across public and private lands.\" \/>\n<meta name=\"twitter:creator\" content=\"@sig_gis\" \/>\n<meta name=\"twitter:site\" content=\"@sig_gis\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Andrea Raschke\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/sig-gis.com\\\/community-wildfire-risk-mitigation-assessment\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/community-wildfire-risk-mitigation-assessment\\\/\"},\"author\":{\"name\":\"Andrea Raschke\",\"@id\":\"https:\\\/\\\/sig-gis.com\\\/#\\\/schema\\\/person\\\/807d31bb73d8f270cc3ec9c9f744bd06\"},\"headline\":\"Community Wildfire Risk Mitigation Assessment\",\"datePublished\":\"2024-07-24T22:30:20+00:00\",\"dateModified\":\"2024-08-12T22:14:29+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/community-wildfire-risk-mitigation-assessment\\\/\"},\"wordCount\":436,\"publisher\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/community-wildfire-risk-mitigation-assessment\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/sig-gis.com\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/community-cover.jpg\",\"keywords\":[\"California\u2019s Sierra Nevada\",\"fire resilience\",\"Forest & Agriculture Management\",\"forest fuel treatments\",\"fuel treatments\",\"landscape scale\",\"merican Forest Foundation\"],\"articleSection\":[\"Case Studies\",\"Map Projects\",\"Natural Hazards\",\"Portfolio\",\"Projects\",\"Science Groups\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sig-gis.com\\\/community-wildfire-risk-mitigation-assessment\\\/\",\"url\":\"https:\\\/\\\/sig-gis.com\\\/community-wildfire-risk-mitigation-assessment\\\/\",\"name\":\"Community Wildfire Risk Mitigation Assessment - 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