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Remote sensing played a major role in one of the most critical components of land change science, which includes observation, monitoring, and characterization of land"> <meta itemprop="image" content="https://authorea.com//d197for5662m48.cloudfront.net/assets/blog/default_image-be9182bca7b6523bb6c72e32e5c12398f36b92d81f6ee7882327b6145744bf1f.jpg"> <script> window.iframelyKey = '2e4f7b1eda34892de7870e1d00e11857' </script>  <meta name="twitter:card" content="summary_large_image"> <meta name="twitter:site" content="@authorea"> <meta name="twitter:title" content="Remote Sensing of Land Change: A Multifaceted Perspective"> <meta name="twitter:description" content="The discipline of land change science has been evolving rapidly in the past decades. 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Remote sensing played a major role in one of the most critical components of land change science, which includes observation, monitoring, and characterization of land" /> <meta property="og:site_name" content="Authorea" /> <meta property="article:modified_time" content="2022-11-30 19:29:51 UTC" /> <link rel="stylesheet" type="text/css" href="https://cdnjs.cloudflare.com/ajax/libs/mathquill/0.10.1/mathquill.min.css"/> <meta id='mathquillmin' class='mq-editable-field'> <script type="text/javascript"> var tag = document.querySelector('meta#mathquillmin') var tagStyle = window.getComputedStyle(tag).getPropertyValue('display') if (!tagStyle || tagStyle == 'auto' ){ var message = "mathquill.min.0.10.1.css failed to load, falling back to local copy" localLink = document.createElement('link'); localLink.rel = "stylesheet"; localLink.type = "text/css"; localLink.href = "/assets/mathquill.min.0.10.1.css"; document.head.appendChild(localLink); delete localLink; } </script> <meta property="article:publisher" content="https://www.authorea.com" /> <link rel="stylesheet" type="text/css" href="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.18.1/styles/default.min.css"/> <meta id='defaultmin' class='hljs-strong'> <script type="text/javascript"> var tag = document.querySelector('meta#defaultmin') var tagStyle = window.getComputedStyle(tag).getPropertyValue('font-weight') if (!tagStyle || tagStyle == 'auto' ){ var message = "default.min.css failed to load, falling back to local copy" localLink = document.createElement('link'); localLink.rel = "stylesheet"; localLink.type = "text/css"; localLink.href = "/assets/default.min.css"; document.head.appendChild(localLink); delete localLink; } </script>  <meta name="citation_publisher" content="Authorea"/> <meta name="citation_title" content="Remote Sensing of Land Change: A Multifaceted Perspective"/> <meta name="citation_abstract" content="The discipline of land change science has been evolving rapidly in the past decades. Remote sensing played a major role in one of the most critical components of land change science, which includes observation, monitoring, and characterization of land change. In this paper, we proposed a new framework of the multifaceted view of land change through the lens of remote sensing and recommended five facets of land change including change location, time, target, process, and agent. We also evaluated the impact of spatial, spectral, temporal, and angular dimensions of the remotely sensed data on observing, monitoring, and characterization of different facets of land change, as well as discussed some of the current land change products. We recommend clarifying the specific land change facet being studied in all remote sensing of land change efforts, reporting multiple or full facets of land change in remote sensing products, shifting the focus from land cover change to identify the specific change process and agent, integrating socioeconomic data as well as new social-environment framework for a deeper and fuller understanding of land change, and recognizing the limitations and weaknesses of remote sensing platforms in land change studies."/> <meta name="citation_doi" content="10.1002/essoar.10510470.2"/> <meta name="citation_pdf_url" content="https://essopenarchive.org/doi/pdf/10.1002/essoar.10510470.2" /> <meta name="citation_author" content="Zhe Zhu"> <meta name="citation_author" content="Shi Qiu"> <meta name="citation_author" content="Su Ye"> <meta name="citation_publication_date" content="2022/11/30"> <meta name="citation_journal_title" content="Authorea Preprints"> <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathquill/0.10.1/mathquill.min.js"></script> <script type="text/javascript"> try{if (!(MathQuill)){ throw new Error("") }} catch(e){ var message = 'mathquill.min failed to load, falling back to local copy' console.log(message); 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href="https://orcid.org/0000-0001-8283-6407" rel="noopener noreferrer" target="_blank"><img src="https://d197for5662m48.cloudfront.net/assets/icons/omniauth/orcid-ca37582cd91a671ed5cec57770e0e96c01b4b79b8b5b75d8598fc1ddac18c974.svg" /></a><div class="author-popover-affiliations">University of Connecticut, University of Connecticut</div><p>Corresponding Author:<a href="/cdn-cgi/l/email-protection" class="__cf_email__" data-cfemail="98e2f0ede2f0fdd8faedb6fdfced">[email protected]</a></p><a class="author-popover-profile" href="/users/561366">Author Profile</a></div><div class="author-popover-avatar"><img src="data:image/jpg;base64,iVBORw0KGgoAAAANSUhEUgAAAJYAAACWCAMAAAAL34HQAAAABGdBTUEAALGP C/xhBQAAACBjSFJNAAB6JgAAgIQAAPoAAACA6AAAdTAAAOpgAAA6mAAAF3Cc ulE8AAACEFBMVEWt1n2s1Xys1Xuq1Hmr1Xqr1Xur1Xmu1n+l0nHB4J3////+ /v7v9+ek0W6t1n6p1Hey2IX+/v2k0W/x+Oii0Gyo03ax2IOk0XDA35z9/vyp 1Haw14L9/v2q1Hjv9+aw14P+//7x+Omj0W3r9eCu1n78/ful0nD9/vuu1oD8 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data-popper-arrow=""></div></div><div class="author-popover" data-collab-id="948819"><div class="author-popover-info"><div class="author-popover-name">Su Ye</div><div class="author-popover-affiliations">University of Connecticut</div><a class="author-popover-profile" href="/users/561367">Author Profile</a></div><div class="author-popover-avatar"><img src="data:image/jpg;base64,iVBORw0KGgoAAAANSUhEUgAAAJYAAACWCAMAAAAL34HQAAAABGdBTUEAALGP C/xhBQAAACBjSFJNAAB6JgAAgIQAAPoAAACA6AAAdTAAAOpgAAA6mAAAF3Cc ulE8AAAC8VBMVEWiiH6iiH2ih32hh32iiX+jioCkioGki4GkioCjiX+hhnyd gniafnOYe3CWeW6WeG2VeG2Xem+ZfXKcgXaghXughnyYfHGVeGybf3SljIKw mpK5pp/Br6nEs63Fta/Dsqu9qqO0n5epkIefhHmbf3WcgHWbgHWhiH6afnSc gHaeg3mfhXudgXeznpba0Mz7+vr////l3tuVd2ydgnft6Ob39fT59/b39fX+ /v7r5eOXem7d1NH18vGjiYCXe2/Ht7H9/f39/fz9/PzUycS3o5ynj4XHuLKT dWq2opr+/v3GtrDs5+X8/Pz+/f38/Pvv6+mUd2vc08/8+/v18/LWy8fr5uSt lo6xm5KafXK7qKDl3tyUdmvYzcny7u3d1ND+/v/z7+6okIetl47Arqjn4N7b 0c7Qw77Pwbzk3Nnz8O6TdGnq5OKUdmrTx8Pt5+afhXr//v7o4d+qk4rZz8uy 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showPopover (author, popover) { popover.setAttribute('data-show', '') popperInstance = Popper.createPopper(author, popover, popperOptions) } function hidePopover () { if (!popperInstance) return const el = document.querySelector('.author-popover[data-show]') if (!el) return el.removeAttribute('data-show') popperInstance.destroy() popperInstance = null } authors.forEach(author => { const id = author.getAttribute('data-collab-id') const popover = document.querySelector(`.author-popover[data-collab-id="${id}"]`) author.addEventListener('click', () => { if (popperInstance) { hidePopover() } showPopover(author, popover) }) }) document.addEventListener('click', (e) => { if (!popperInstance) return const container = document.querySelector('.preview-author-list') if (container.contains(e.target)) return hidePopover() }) })</script><div class="article-paragraph preview-abstract"><h2 class="preview-abstract-heading">Abstract</h2>The discipline of land change science has been evolving rapidly in the past decades. Remote sensing played a major role in one of the essential components of land change science, which includes observation, monitoring, and characterization of land change. In this paper, we proposed a new framework of the multifaceted view of land change through the lens of remote sensing and recommended five facets of land change including change location, time, target, metric, and agent. We also evaluated the impacts of spatial, spectral, temporal, angular, and data-integration domains of the remotely sensed data on observing, monitoring, and characterization of different facets of land change, as well as discussed some of the current land change products. We recommend clarifying the specific land change facet being studied in remote sensing of land change, reporting multiple or all facets of land change in remote sensing products, shifting the focus from land cover change to specific change metric and agent, integrating social science data and multi-sensor datasets for a deeper and fuller understanding of land change, and recognizing limitations and weaknesses of remote sensing in land change studies.</div><div class="preview-publication-status"></div></div></div> <div id="article-content"> </div> </div>  <div style="clear: both"></div>  <div id='article-sidebar-portal'></div> <script> initialServerStore = {"article":{"titleBlock":{"block_content":null,"type":"htmlBlock","html":"\u003cdiv\u003eRemote Sensing of Land Change: A Multifaceted Perspective\u003c/div\u003e","render_report":null,"raw":"\u003cdiv\u003eRemote Sensing of Land Change: A Multifaceted Perspective\u003c/div\u003e","name":"title","format":"html","url":"/users/561366/articles/608885/master/file/title.html","folder_url":"/users/561366/articles/608885/master/folder/.","path":"title.html","old_path":null,"collapsed":false,"sha":"8f5efa45f3421182f1bd3c6ac4c513d34e39d433","captionBlock":null,"has_data":false,"has_ipython_notebook":false,"config":null},"id":608885,"sha":"bf04d298f2f18032a3f86865e5db18baff9443ab","blocks":[],"oldBlocks":[],"oldLayout":null,"online":true,"layout":"abstract.html\ndata/essoar/essoar.10510470.2.pdf\n","references":[],"referenceSorting":{"key":"default","ascending":true},"citationHash":{},"commits":null,"version":0},"commitToView":"bf04d298f2f18032a3f86865e5db18baff9443ab","commentToView":null,"onboarding":false} initialFlashMessagesForReact = [] </script> <script src="https://d197for5662m48.cloudfront.net/assets/editable_article_manifest_react-ddeeb8194703aca81267c69ccb1330a3afea795f89456883e9fb9d4f9047c520.js" defer="defer"></script> <link rel="stylesheet" type="text/css" href="//cdnjs.cloudflare.com/ajax/libs/KaTeX/0.11.1/katex.min.css"/> <meta id='katexmin' class='katex'> <script type="text/javascript"> var tag = document.querySelector('meta#katexmin') var tagStyle = window.getComputedStyle(tag).getPropertyValue('font-family') if (!tagStyle || tagStyle == 'auto' ){ var message = "katex.min.0.11.1.css failed to load, falling back to local copy" localLink = document.createElement('link'); 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