{"id":22471,"date":"2026-05-11T08:16:27","date_gmt":"2026-05-11T13:16:27","guid":{"rendered":"https:\/\/ewn.erdc.dren.mil\/?p=22471"},"modified":"2026-05-11T08:16:29","modified_gmt":"2026-05-11T13:16:29","slug":"research-update-new-framework-for-evaluating-nature-based-solutions-using-remote-sensing-data","status":"publish","type":"post","link":"https:\/\/ewn.erdc.dren.mil\/research-update-new-framework-for-evaluating-nature-based-solutions-using-remote-sensing-data\/","title":{"rendered":"Research Update: New Framework for Evaluating Nature-Based Solutions Using Remote Sensing Data"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Measuring the Success of Nature-Based Solutions<\/h2>\n\n\n\n<p>Nature-Based Solutions (NBS) are becoming increasingly vital for protecting our coastlines from storm damage while also providing significant environmental and socio-economic benefits. However, a major hurdle has been the absence of standardized and scalable methods to measure whether these projects are achieving their desired outcomes. Without clear performance metrics, it is difficult to assess the effectiveness of NBS projects, adaptively manage them, and justify future investments. For many coastal practitioners, the high cost of traditional field monitoring presents an additional barrier to effective evaluation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">A Cost-Effective Framework Using Remote Sensing<\/h2>\n\n\n\n<p>In a recent article titled &#8220;<a href=\"https:\/\/ewn.erdc.dren.mil\/publications\/archive\/coastal-nature-based-solutions-and-remote-sensing-data-selecting-performance-metrics-and-evaluating-data-availability\/\" target=\"_blank\" rel=\"noreferrer noopener\">Coastal Nature-based Solutions and Remote Sensing Data: Selecting Performance Metrics and Evaluating Data Availability<\/a>,&#8221; published in <em>Shore and Beach<\/em>, researchers from the USACE Engineering with Nature (EWN) program developed a standardized process to overcome this challenge. The new framework leverages over 25 years of publicly available remote sensing data from the USACE National Coastal Mapping Program (NCMP), including airborne lidar and high-resolution imagery.<\/p>\n\n\n\n<p>The study, titled &#8220;Performance Metrics for Nature-Based Solutions: Leveraging 25 Years of USACE and Partner Remote Sensing Data,&#8221; demonstrates how existing datasets, combined with established geospatial toolboxes, can be used to conduct robust, repeatable, and cost-effective performance assessments. The authors applied this framework to three case study sites:<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<ul class=\"wp-block-list\">\n<li>Ship Island, Mississippi: A barrier island restored in 2018.<\/li>\n\n\n\n<li>South Ponte Vedra Beach, Florida: A beach-dune system that underwent recent NBS-focused restoration.<\/li>\n\n\n\n<li>MalaCompra Park, Florida: Another beach-dune system with recent NBS restoration.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-right\">For these sites, the researchers identified key performance metrics such as island and dune dimensions, shoreline change, wetland elevation and area, and vegetation health. These methods are also transferable to other types of NBS, including salt marshes, mangroves, and oyster reefs.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/ewn.erdc.dren.mil\/wp-content\/uploads\/2026\/04\/MalaCompra_Imagery_DEM_UAS_opt.jpg\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"1008\" src=\"https:\/\/ewn.erdc.dren.mil\/wp-content\/uploads\/2026\/04\/MalaCompra_Imagery_DEM_UAS_opt-1024x1008.jpg\" alt=\"Composite scientific figure showing coastal imagery and dune restoration at MalaCompra following Hurricane Milton (2024 NCMP data). Panel A is an aerial image of a long, narrow barrier island with ocean on the right and developed land on the left. Panel B shows a digital elevation model (DEM) of the same area with color shading indicating elevation (approximately \u221210 to +10 meters NAVD88). Panels C\u2013F on the right provide closer views: C shows people working along a sandy dune ridge with equipment; D and E are overhead views labeling \u201cVegetated Dune,\u201d \u201cRestored Dune,\u201d and \u201cBeach,\u201d with the restored dune about 14 meters wide; F shows exposed beach rock along the shoreline, with a scale of about 8 meters.\" class=\"wp-image-22508\" style=\"aspect-ratio:1.0159021231483338;width:350px;height:auto\" srcset=\"https:\/\/ewn.erdc.dren.mil\/wp-content\/uploads\/2026\/04\/MalaCompra_Imagery_DEM_UAS_opt-1024x1008.jpg 1024w, https:\/\/ewn.erdc.dren.mil\/wp-content\/uploads\/2026\/04\/MalaCompra_Imagery_DEM_UAS_opt-300x295.jpg 300w, https:\/\/ewn.erdc.dren.mil\/wp-content\/uploads\/2026\/04\/MalaCompra_Imagery_DEM_UAS_opt-768x756.jpg 768w, https:\/\/ewn.erdc.dren.mil\/wp-content\/uploads\/2026\/04\/MalaCompra_Imagery_DEM_UAS_opt.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\">Example figure from the Shore and Beach publication, displaying MalaCompra Beach remote sensing data. A and B display USACE NCMP imagery and elevation data, respectively. C-F display unmanned aerial survey (UAS) photographs. Photo credit: University of Florida.<\/figcaption><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Empowering Practitioners and Enhancing Coastal Resilience<\/h2>\n\n\n\n<p>This research provides a practical and accessible framework for coastal practitioners who may not have the resources for extensive field monitoring. By using readily available data and tools, they can now more easily evaluate the performance of their NBS projects.<\/p>\n\n\n\n<p>This work empowers decision-makers with the information they need to adaptively manage and improve coastal restoration efforts. The publication serves as a foundational guideline for the coastal community and paves the way for future analytical products that will further enhance our ability to design and implement effective nature-based solutions. Ultimately, this research contributes to building more resilient coastlines for the future.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Measuring the Success of Nature-Based Solutions Nature-Based Solutions (NBS) are becoming increasingly vital for protecting our coastlines from storm damage while also providing significant environmental and socio-economic benefits. However, a major hurdle has been the absence of standardized and scalable methods to measure whether these projects are achieving their desired outcomes. Without clear performance metrics, [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":22509,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[60],"class_list":["post-22471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Research Update: New Framework for Evaluating Nature-Based Solutions Using Remote Sensing Data - Engineering With Nature<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ewn.erdc.dren.mil\/research-update-new-framework-for-evaluating-nature-based-solutions-using-remote-sensing-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Research Update: New Framework for Evaluating Nature-Based Solutions Using Remote Sensing Data - Engineering With Nature\" \/>\n<meta property=\"og:description\" content=\"Measuring the Success of Nature-Based Solutions Nature-Based Solutions (NBS) are becoming increasingly vital for protecting our coastlines from storm damage while also providing significant environmental and socio-economic benefits. However, a major hurdle has been the absence of standardized and scalable methods to measure whether these projects are achieving their desired outcomes. Without clear performance metrics, [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ewn.erdc.dren.mil\/research-update-new-framework-for-evaluating-nature-based-solutions-using-remote-sensing-data\/\" \/>\n<meta property=\"og:site_name\" content=\"Engineering With Nature\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-11T13:16:27+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-11T13:16:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ewn.erdc.dren.mil\/wp-content\/uploads\/2026\/04\/ShoreandBeachCoverPageSpurgeon_opt.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"870\" \/>\n\t<meta property=\"og:image:height\" content=\"1200\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Audrey Strelzoff\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Audrey Strelzoff\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/ewn.erdc.dren.mil\\\/research-update-new-framework-for-evaluating-nature-based-solutions-using-remote-sensing-data\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ewn.erdc.dren.mil\\\/research-update-new-framework-for-evaluating-nature-based-solutions-using-remote-sensing-data\\\/\"},\"author\":{\"name\":\"Audrey Strelzoff\",\"@id\":\"https:\\\/\\\/ewn.erdc.dren.mil\\\/#\\\/schema\\\/person\\\/ce1c41a18deac1d7ef398ae1b2a3ea9f\"},\"headline\":\"Research Update: New Framework for Evaluating Nature-Based Solutions Using Remote Sensing Data\",\"datePublished\":\"2026-05-11T13:16:27+00:00\",\"dateModified\":\"2026-05-11T13:16:29+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/ewn.erdc.dren.mil\\\/research-update-new-framework-for-evaluating-nature-based-solutions-using-remote-sensing-data\\\/\"},\"wordCount\":438,\"publisher\":{\"@id\":\"https:\\\/\\\/ewn.erdc.dren.mil\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/ewn.erdc.dren.mil\\\/research-update-new-framework-for-evaluating-nature-based-solutions-using-remote-sensing-data\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ewn.erdc.dren.mil\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/ShoreandBeachCoverPageSpurgeon_opt.jpg\",\"keywords\":[\"news\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ewn.erdc.dren.mil\\\/research-update-new-framework-for-evaluating-nature-based-solutions-using-remote-sensing-data\\\/\",\"url\":\"https:\\\/\\\/ewn.erdc.dren.mil\\\/research-update-new-framework-for-evaluating-nature-based-solutions-using-remote-sensing-data\\\/\",\"name\":\"Research Update: New Framework for Evaluating Nature-Based Solutions Using Remote Sensing Data - 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