{"id":2193,"date":"2021-08-18T20:19:00","date_gmt":"2021-08-18T20:19:00","guid":{"rendered":"https:\/\/live-usc-dornsife.pantheonsite.io\/wrigley\/?p=2193"},"modified":"2024-07-19T17:54:39","modified_gmt":"2024-07-19T17:54:39","slug":"drones-and-coastal-zones","status":"publish","type":"post","link":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/","title":{"rendered":"Drones and Coastal Zones"},"content":{"rendered":"\n\n\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--article-hero \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--article-hero\"\n    \n      >\n\n    \n<div class=\"inner-wrapper\">\n  \n  \n  <div class=\"text-wrapper\">\n    \n              \n<div class=\"f--field f--page-title\">\n\n    \n  <h1>Drones and Coastal Zones<\/h1>\n\n\n<\/div>\n    \n    \n          <strong class=\"author-field\"><span >By<\/span>Charnelle Wickliff<\/strong>\n    \n          <span class=\"post-date-field\">August 18, 2021<\/span>\n      <\/div>\n<\/div>\n\n\n  <\/div><\/div>\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--social-share \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--social-share\"\n    \n      >\n\n    \n  <div class=\"content-wrapper\">\n    <span class=\"a2a_kit a2a_kit_size_32 addtoany_list\" style=\"line-height: 32px;\">\n      <span class=\"title\">\n        Share\n      <\/span>\n                        <a class=\"a2a_button_copy_link\" target=\"_blank\" href=\"\/#copy_link\" rel=\"nofollow noopener\" title=\"Link\">\n            <span class=\"a2a_svg a2a_s__default a2a_s_copy_link\">\n              <svg height=\"19\" viewBox=\"0 0 19 19\" width=\"19\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"m7.43475275 9.52380952-2.17490843 2.26076008c-1.08745421 1.058837-1.68841575 2.518315-1.68841575 4.0350275 0 1.5167124.60096154 2.9475732 1.68841575 4.0350274 1.058837 1.0874543 2.51831502 1.6884158 4.03502747 1.6884158 1.44087681 0 2.80427251-.5423678 3.86936601-1.5289606l.1656615-.1594552 2.2321428-2.2321428-1.6311813-1.6311813-2.2321429 2.26076c-.6581959.658196-1.5167124 1.0016026-2.43246332 1.0016026s-1.7742674-.3434066-2.43246337-1.0016026c-.65819597-.6581959-1.00160257-1.5167124-1.00160257-2.4324633 0-.8547009.2991453-1.6595442.87416905-2.2981957l.12743352-.1342677 2.23214286-2.2321429zm6.88661855-.40736607-5.26116068 5.26116075 1.61881868 1.6188186 5.2611607-5.2611607zm1.3837569-5.54501488c-1.4408768 0-2.8042725.54236779-3.869366 1.52896062l-.1656615.15945513-2.23214282 2.23214286 1.63118132 1.63118132 2.2321429-2.23214286c.6581959-.65819597 1.5167124-1.00160256 2.4324633-1.00160256s1.7742674.34340659 2.4324634 1.00160256 1.0016026 1.51671246 1.0016026 2.43246337c0 .85470089-.2991453 1.65954419-.8741691 2.29819559l-.1274335.1342678-2.2321429 2.2321428 1.5739469 1.5739469 2.2321429-2.2321428c1.0874542-1.058837 1.6884157-2.5183151 1.6884157-4.03502751 0-1.51671245-.6009615-2.94757326-1.6884157-4.03502747-1.058837-1.08745421-2.518315-1.68841575-4.0350275-1.68841575z\" transform=\"translate(-3 -3)\"\/><\/svg>\n            <\/span>\n            <span class=\"a2a_label visually-hidden\">Copy Link<\/span>\n          <\/a>\n                                <a class=\"a2a_button_facebook\" target=\"_blank\" href=\"\/#facebook\" rel=\"nofollow noopener\" title=\"Facebook\">\n            <span class=\"a2a_svg a2a_s__default a2a_s_facebook\">\n              <svg height=\"19\" viewBox=\"0 0 19 19\" width=\"19\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"m23.9512 6h-16.9024c-.57923625 0-1.0488.46956375-1.0488 1.0488v16.9024c0 .5792362.46956375 1.0488 1.0488 1.0488h9.10024v-7.34768h-2.46772v-2.87584h2.46772v-2.11508c0-2.45404 1.49872-3.79012 3.68828-3.79012.7389668-.00263323 1.4775241.03516995 2.21236.11324v2.56348h-1.51392c-1.18788 0-1.4174.56544-1.4174 1.39612v1.8316h2.84772l-.37088 2.87584h-2.47684v7.34844h4.83284c.5792362 0 1.0488-.4695638 1.0488-1.0488v-16.9024c0-.57923625-.4695638-1.0488-1.0488-1.0488z\" fill-rule=\"evenodd\" transform=\"translate(-6 -6)\"\/><\/svg>\n            <\/span>\n            <span class=\"a2a_label visually-hidden\">Facebook<\/span>\n          <\/a>\n                                <a class=\"a2a_button_twitter\" target=\"_blank\" href=\"\/#twitter\" rel=\"nofollow noopener\" title=\"X\">\n            <span class=\"a2a_svg a2a_s__default a2a_s_twitter\">\n              <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\"\n\t y=\"0px\" viewBox=\"0 0 30 30\" enable-background=\"new 0 0 30 30\" xml:space=\"preserve\" width=\"19\" height=\"19\">\n<path fill=\"#000\" fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M14.5,16.2l-0.8-1.1l-6.3-9h2.7l5.1,7.3l0.8,1.1\n\tl6.6,9.4h-2.7L14.5,16.2L14.5,16.2z M16.9,13.4l7.4-8.7h-1.8l-6.5,7.5L11,4.8H5l7.8,11.4L5,25.2h1.8l6.8-7.9l5.5,7.9h6L16.9,13.4\n\tL16.9,13.4z\"\/>\n<\/svg>\n\n            <\/span>\n            <span class=\"a2a_label visually-hidden\">X<\/span>\n          <\/a>\n                                <a class=\"a2a_button_linkedin\" target=\"_blank\" href=\"\/#linkedin\" rel=\"nofollow noopener\" title=\"Linkedin\">\n            <span class=\"a2a_svg a2a_s__default a2a_s_linkedin\">\n              <svg height=\"19\" viewBox=\"0 0 19 19\" width=\"19\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"m25 21.4220779c0 1.974026-1.6038961 3.5779221-3.5779221 3.5779221h-11.84415582c-1.97402598 0-3.57792208-1.6038961-3.57792208-3.5779221v-11.84415582c0-1.97402598 1.6038961-3.57792208 3.57792208-3.57792208h11.84415582c1.974026 0 3.5779221 1.6038961 3.5779221 3.57792208zm-14.5584416-12.21428569c-.98701295 0-1.60389606.61688311-1.60389606 1.48051949-.12337663.8636364.49350649 1.4805195 1.48051946 1.4805195.987013 0 1.6038961-.6168831 1.6038961-1.4805195 0-.86363638-.6168831-1.48051949-1.4805195-1.48051949zm1.3571429 12.70779219v-8.6363636h-2.83766234v8.6363636zm10.2402597 0v-4.9350649c0-2.5909091-1.3571428-3.8246753-3.3311688-3.8246753-1.4805195 0-2.0974026.8636363-2.4675325 1.4805194v-1.2337662h-2.8376623v8.6363636h2.8376623v-4.9350649c0-.2467532 0-.4935065.1233767-.7402597.1233766-.4935065.6168831-.987013 1.4805194-.987013.987013 0 1.4805195.7402597 1.4805195 1.974026v4.564935z\" transform=\"translate(-6 -6)\"\/><\/svg>\n            <\/span>\n            <span class=\"a2a_label visually-hidden\">LinkedIn<\/span>\n          <\/a>\n                                <a class=\"a2a_button_bluesky\" target=\"_blank\" href=\"\/#bluesky\" rel=\"nofollow noopener\" title=\"Bluesky\">\n            <span class=\"a2a_svg a2a_s__default a2a_s_bluesky\">\n              <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"50px\" height=\"50px\" viewBox=\"0 0 24 24\">\n                <path fill=\"#00000\" d=\"M12 10.8c-1.087-2.114-4.046-6.053-6.798-7.995C2.566.944 1.561 1.266.902 1.565C.139 1.908 0 3.08 0 3.768c0 .69.378 5.65.624 6.479c.815 2.736 3.713 3.66 6.383 3.364c.136-.02.275-.039.415-.056c-.138.022-.276.04-.415.056c-3.912.58-7.387 2.005-2.83 7.078c5.013 5.19 6.87-1.113 7.823-4.308c.953 3.195 2.05 9.271 7.733 4.308c4.267-4.308 1.172-6.498-2.74-7.078a8.741 8.741 0 0 1-.415-.056c.14.017.279.036.415.056c2.67.297 5.568-.628 6.383-3.364c.246-.828.624-5.79.624-6.478c0-.69-.139-1.861-.902-2.206c-.659-.298-1.664-.62-4.3 1.24C16.046 4.748 13.087 8.687 12 10.8\"  fill-rule=\"evenodd\" \/>\n              <\/svg>\n            <\/span>\n            <span class=\"a2a_label visually-hidden\">Bluesky<\/span>\n          <\/a>\n                                <a class=\"a2a_button_email\" target=\"_blank\" href=\"\/#email\" rel=\"nofollow noopener\" title=\"E-mail\">\n            <span class=\"a2a_svg a2a_s__default a2a_s_print\">\n              <svg height=\"12\" viewBox=\"0 0 18 12\" width=\"18\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"m8.14285714 9.42857143c-.17142857 0-.34285714 0-.51428571.08571428l7.28571427 6.34285719c.3428572.2571428.6857143.2571428.9428572 0l7.2857142-6.34285719c-.0857142-.08571428-.2571428-.08571428-.4285714-.08571428zm-1.28571428 1.11428567v.1714286 8.5714286c0 .6857143.6 1.2857143 1.28571428 1.2857143h14.57142856c.6857143 0 1.2857143-.6 1.2857143-1.2857143v-8.5714286c0-.0857143 0-.0857143 0-.1714286l-7.2 6.3428572c-.7714286.6857143-1.8857143.6857143-2.6571429 0z\" fill-rule=\"evenodd\" transform=\"translate(-6 -9)\"\/><\/svg>\n            <\/span>\n            <span class=\"a2a_label visually-hidden\">Email<\/span>\n          <\/a>\n                  <\/span>\n  <\/div>\n\n  <\/div><\/div>\n \n\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n      \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <div class=\"wysiwyg\">\n<p>Hello everyone! My name is Charnelle and I am a masters student at Moss Landing Marine Laboratories. I am co-advised through CSUMB by Dr. Corey Garza and Dr. Alison Haupt. I am excited to able to come out this summer to hike, snorkel, enjoy the island life, and fly a drone from the beach. I have been keeping myself busy this past year by finishing my thesis proposal, reading research papers, and analyzing data.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2194\" src=\"https:\/\/live-usc-dornsife.pantheonsite.io\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1.jpeg\" alt=\"\" width=\"1430\" height=\"956\" srcset=\"https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1.jpeg 1430w, https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1-300x201.jpeg 300w, https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1-1024x685.jpeg 1024w, https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1-768x513.jpeg 768w\" sizes=\"(max-width: 1430px) 100vw, 1430px\" \/><\/p>\n<div class=\"wysiwyg\">\n<p>My research focuses drones and how they can be a great tool in monitor subtidal habitats, like rhodolith beds, on Catalina. My interest in drones (other than their cool factor) stems from my undergraduate experience at CSUMB building and operating remotely operated vehicles (ROVs) and a capstone project building an autonomous buoy that can station-keep for small boat deeper waters.<\/p>\n<p>Many different methods exist in monitoring subtidal habitats from satellites to diving. Satellite images are great for looking at large scale habitats but can be costly when using satellites with finer resolution (&lt;1m). Most free satellite data images can miss the finer details within a smaller habitat, because of the greater image resolution. Diving is great for looking at the smaller habitats in greater detail but is limited in bottom time (Ivo\u0161evi\u0107 et al. 2015). Diving in shallow water for an extended period will increase risk of decompression sickness and bends.<\/p>\n<p>Technology now exist that may address the issue. Drones can cover large habitats in the less time than diving and can give a finer scope then satellite images (Ivo\u0161evi\u0107 et al, 2015). Equipped with high-resolution camera with polarized lenes, drones can capture the complexity and composition of a habitat with a few centimeters in resolution scale, filling the gap the limitations the other methods provide (Garza, 2019).<\/p>\n<figure id=\"attachment_2195\" aria-describedby=\"caption-attachment-2195\" style=\"width: 840px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2195\" src=\"https:\/\/live-usc-dornsife.pantheonsite.io\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture115.jpeg\" alt=\"\" width=\"840\" height=\"1069\" srcset=\"https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture115.jpeg 840w, https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture115-236x300.jpeg 236w, https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture115-805x1024.jpeg 805w, https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture115-768x977.jpeg 768w\" sizes=\"(max-width: 840px) 100vw, 840px\" \/><figcaption id=\"caption-attachment-2195\" class=\"wp-caption-text\">Image of Isthmus rhodolith bed January 2020. Taken from 70m high. Orange arrows point to the Isthmus bed.<\/figcaption><\/figure>\n<div class=\"wysiwyg\">\n<p>A great place to test drone ability to survey subtidal habitats is Santa Catalina Island. I became interested in rhodoliths, which are a free-forming calcifying red coralline algae, after being introduced to Dr. Diana Steller at MLML and her colleague Dr. Matt Edward at SDSU. I learned from them and literature that rhodolith beds are beaming with life from worms, juvenile urchins and snails, and so much more.<\/p>\n<figure id=\"attachment_2196\" aria-describedby=\"caption-attachment-2196\" style=\"width: 1296px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2196\" src=\"https:\/\/live-usc-dornsife.pantheonsite.io\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Screen-Shot-2021-08-18-at-3.25.39-PM.png\" alt=\"\" width=\"1296\" height=\"909\" srcset=\"https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Screen-Shot-2021-08-18-at-3.25.39-PM.png 1296w, https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Screen-Shot-2021-08-18-at-3.25.39-PM-300x210.png 300w, https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Screen-Shot-2021-08-18-at-3.25.39-PM-1024x718.png 1024w, https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Screen-Shot-2021-08-18-at-3.25.39-PM-768x539.png 768w\" sizes=\"(max-width: 1296px) 100vw, 1296px\" \/><figcaption id=\"caption-attachment-2196\" class=\"wp-caption-text\">Image of the rhodolith bed at Emerald Bay January 2020. Taken at 70m high. Orange circle is around the bed at Emerald Bay.<\/figcaption><\/figure>\n<p>Catalina contains 7 beds within 6 different coves, and I will be comparing dive surveys and drone imagery for two beds of similar depth to detect and measure any differences in diving and drone measurements. I am measuring the perimeter (edge) and cover (total area and live rhodolith percent cover) of Emerald Bay and Isthmus Cove\u2019s rhodolith beds. I was able to collect my first set of photos in January 2020 by flying a Phantom 4 drone using Pix4d software. I am using ArcGIS to process my images by measuring area and detecting perimeter, area, and scaring from mooring chains. I plan to collect my last set of photos at the end of the summer and run my final analysis. I hope your summer endeavors have gone well so far. Feel free to email me with any questions.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<figure class=\"image-caption\"><\/figure>\n\n\n\n<\/div>\n\n\n  <\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":617,"featured_media":2194,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[41],"tags":[13,12],"class_list":["post-2193","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-research","tag-fellowship","tag-graduate"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Drones and Coastal Zones<\/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:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Drones and Coastal Zones - Wrigley Institute for Environment and Sustainability\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/\" \/>\n<meta property=\"og:site_name\" content=\"Wrigley Institute for Environment and Sustainability\" \/>\n<meta property=\"article:published_time\" content=\"2021-08-18T20:19:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-07-19T17:54:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1430\" \/>\n\t<meta property=\"og:image:height\" content=\"956\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Vanessa Codilla\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/\"},\"author\":{\"name\":\"Vanessa Codilla\",\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/#\/schema\/person\/cefc8bc71f32db7f4e34b225604556d5\"},\"headline\":\"Drones and Coastal Zones\",\"datePublished\":\"2021-08-18T20:19:00+00:00\",\"dateModified\":\"2024-07-19T17:54:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/\"},\"wordCount\":4,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1.jpeg\",\"keywords\":[\"fellowship\",\"graduate\"],\"articleSection\":[\"Research\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/\",\"url\":\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/\",\"name\":\"Drones and Coastal Zones - Wrigley Institute for Environment and Sustainability\",\"isPartOf\":{\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1.jpeg\",\"datePublished\":\"2021-08-18T20:19:00+00:00\",\"dateModified\":\"2024-07-19T17:54:39+00:00\",\"author\":{\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/#\/schema\/person\/cefc8bc71f32db7f4e34b225604556d5\"},\"breadcrumb\":{\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#primaryimage\",\"url\":\"https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1.jpeg\",\"contentUrl\":\"https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1.jpeg\",\"width\":1430,\"height\":956},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/dornsife.usc.edu\/wrigley\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Drones and Coastal Zones\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/#website\",\"url\":\"https:\/\/dornsife.usc.edu\/wrigley\/\",\"name\":\"Wrigley Institute for Environment and Sustainability\",\"description\":\"Creating a more sustainable and environmentally just future for our planet and all who live on it\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/dornsife.usc.edu\/wrigley\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/#\/schema\/person\/cefc8bc71f32db7f4e34b225604556d5\",\"name\":\"Vanessa Codilla\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/dornsife.usc.edu\/wrigley\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/9a5b5049e56777bb529ae70751cb3a208d5b646b8390bd95faa60533962ef7d8?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/9a5b5049e56777bb529ae70751cb3a208d5b646b8390bd95faa60533962ef7d8?s=96&d=mm&r=g\",\"caption\":\"Vanessa Codilla\"},\"url\":\"https:\/\/dornsife.usc.edu\/wrigley\/author\/codillav\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Drones and Coastal Zones","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/","og_locale":"en_US","og_type":"article","og_title":"Drones and Coastal Zones - Wrigley Institute for Environment and Sustainability","og_url":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/","og_site_name":"Wrigley Institute for Environment and Sustainability","article_published_time":"2021-08-18T20:19:00+00:00","article_modified_time":"2024-07-19T17:54:39+00:00","og_image":[{"width":1430,"height":956,"url":"https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1.jpeg","type":"image\/jpeg"}],"author":"Vanessa Codilla","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#article","isPartOf":{"@id":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/"},"author":{"name":"Vanessa Codilla","@id":"https:\/\/dornsife.usc.edu\/wrigley\/#\/schema\/person\/cefc8bc71f32db7f4e34b225604556d5"},"headline":"Drones and Coastal Zones","datePublished":"2021-08-18T20:19:00+00:00","dateModified":"2024-07-19T17:54:39+00:00","mainEntityOfPage":{"@id":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/"},"wordCount":4,"commentCount":0,"image":{"@id":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#primaryimage"},"thumbnailUrl":"https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1.jpeg","keywords":["fellowship","graduate"],"articleSection":["Research"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/","url":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/","name":"Drones and Coastal Zones - Wrigley Institute for Environment and Sustainability","isPartOf":{"@id":"https:\/\/dornsife.usc.edu\/wrigley\/#website"},"primaryImageOfPage":{"@id":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#primaryimage"},"image":{"@id":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#primaryimage"},"thumbnailUrl":"https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1.jpeg","datePublished":"2021-08-18T20:19:00+00:00","dateModified":"2024-07-19T17:54:39+00:00","author":{"@id":"https:\/\/dornsife.usc.edu\/wrigley\/#\/schema\/person\/cefc8bc71f32db7f4e34b225604556d5"},"breadcrumb":{"@id":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#primaryimage","url":"https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1.jpeg","contentUrl":"https:\/\/dornsife.usc.edu\/wrigley\/wp-content\/uploads\/sites\/116\/2024\/07\/Picture27-1.jpeg","width":1430,"height":956},{"@type":"BreadcrumbList","@id":"https:\/\/dornsife.usc.edu\/wrigley\/2021\/08\/18\/drones-and-coastal-zones\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dornsife.usc.edu\/wrigley\/"},{"@type":"ListItem","position":2,"name":"Drones and Coastal Zones"}]},{"@type":"WebSite","@id":"https:\/\/dornsife.usc.edu\/wrigley\/#website","url":"https:\/\/dornsife.usc.edu\/wrigley\/","name":"Wrigley Institute for Environment and Sustainability","description":"Creating a more sustainable and environmentally just future for our planet and all who live on it","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dornsife.usc.edu\/wrigley\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/dornsife.usc.edu\/wrigley\/#\/schema\/person\/cefc8bc71f32db7f4e34b225604556d5","name":"Vanessa Codilla","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/dornsife.usc.edu\/wrigley\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/9a5b5049e56777bb529ae70751cb3a208d5b646b8390bd95faa60533962ef7d8?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9a5b5049e56777bb529ae70751cb3a208d5b646b8390bd95faa60533962ef7d8?s=96&d=mm&r=g","caption":"Vanessa Codilla"},"url":"https:\/\/dornsife.usc.edu\/wrigley\/author\/codillav\/"}]}},"_links":{"self":[{"href":"https:\/\/dornsife.usc.edu\/wrigley\/wp-json\/wp\/v2\/posts\/2193","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dornsife.usc.edu\/wrigley\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dornsife.usc.edu\/wrigley\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dornsife.usc.edu\/wrigley\/wp-json\/wp\/v2\/users\/617"}],"replies":[{"embeddable":true,"href":"https:\/\/dornsife.usc.edu\/wrigley\/wp-json\/wp\/v2\/comments?post=2193"}],"version-history":[{"count":1,"href":"https:\/\/dornsife.usc.edu\/wrigley\/wp-json\/wp\/v2\/posts\/2193\/revisions"}],"predecessor-version":[{"id":2197,"href":"https:\/\/dornsife.usc.edu\/wrigley\/wp-json\/wp\/v2\/posts\/2193\/revisions\/2197"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dornsife.usc.edu\/wrigley\/wp-json\/wp\/v2\/media\/2194"}],"wp:attachment":[{"href":"https:\/\/dornsife.usc.edu\/wrigley\/wp-json\/wp\/v2\/media?parent=2193"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dornsife.usc.edu\/wrigley\/wp-json\/wp\/v2\/categories?post=2193"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dornsife.usc.edu\/wrigley\/wp-json\/wp\/v2\/tags?post=2193"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}