{"id":34390,"date":"2025-04-29T10:38:32","date_gmt":"2025-04-29T02:38:32","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/34390.html"},"modified":"2025-04-29T10:38:32","modified_gmt":"2025-04-29T02:38:32","slug":"%e5%88%a9%e7%94%a8-google-earth-engine-%e6%8e%a2%e7%b4%a2%e6%b1%9f%e5%ae%81%e5%8c%ba-2010-2020-%e5%b9%b4-evi-%e6%97%b6%e7%a9%ba%e5%8f%98%e5%8c%96","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/34390.html","title":{"rendered":"\u5229\u7528 Google Earth Engine \u63a2\u7d22\u6c5f\u5b81\u533a 2010 - 2020 \u5e74 EVI \u65f6\u7a7a\u53d8\u5316"},"content":{"rendered":"<h3>\u5f15\u8a00<\/h3>\n<p>\u589e\u5f3a\u578b\u690d\u88ab\u6307\u6570&#xff08;Enhanced Vegetation Index&#xff0c;EVI&#xff09;\u662f\u4e00\u79cd\u7528\u4e8e\u91cf\u5316\u690d\u88ab\u751f\u957f\u72b6\u6001\u548c\u8986\u76d6\u7a0b\u5ea6\u7684\u91cd\u8981\u6307\u6807&#xff0c;\u5b83\u5728\u76d1\u6d4b\u690d\u88ab\u52a8\u6001\u3001\u751f\u6001\u73af\u5883\u8bc4\u4f30\u4ee5\u53ca\u6c14\u5019\u53d8\u5316\u7814\u7a76\u7b49\u9886\u57df\u53d1\u6325\u7740\u5173\u952e\u4f5c\u7528\u3002Google Earth Engine&#xff08;GEE&#xff09;\u4f5c\u4e3a\u4e00\u4e2a\u5f3a\u5927\u7684\u5730\u7406\u7a7a\u95f4\u5206\u6790\u5e73\u53f0&#xff0c;\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u9065\u611f\u6570\u636e\u8d44\u6e90\u548c\u9ad8\u6548\u7684\u6570\u636e\u5904\u7406\u80fd\u529b&#xff0c;\u80fd\u591f\u5e2e\u52a9\u6211\u4eec\u8f7b\u677e\u5730\u5bf9\u957f\u65f6\u95f4\u5e8f\u5217\u7684 EVI \u6570\u636e\u8fdb\u884c\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528 GEE \u5bf9\u5357\u4eac\u5e02\u6c5f\u5b81\u533a 2010 &#8211; 2020 \u5e74\u7684 EVI \u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790&#xff0c;\u4ee5\u63ed\u793a\u8be5\u5730\u533a\u690d\u88ab\u5728\u8fd9\u5341\u5e74\u95f4\u7684\u65f6\u7a7a\u53d8\u5316\u7279\u5f81\u3002<\/p>\n<h3>\u4e00\u3001\u6570\u636e\u4e0e\u7814\u7a76\u533a\u57df\u6982\u8ff0<\/h3>\n<h4>1.1 \u7814\u7a76\u533a\u57df<\/h4>\n<p>\u6c5f\u5b81\u533a\u4f4d\u4e8e\u5357\u4eac\u5e02\u4e2d\u5357\u90e8&#xff0c;\u662f\u5357\u4eac\u91cd\u8981\u7684\u7ecf\u6d4e\u3001\u6587\u5316\u548c\u751f\u6001\u533a\u57df\u3002\u8be5\u533a\u57df\u5730\u5f62\u591a\u6837&#xff0c;\u6db5\u76d6\u4e86\u5c71\u5730\u3001\u5e73\u539f\u3001\u6c34\u57df\u7b49\u591a\u79cd\u5730\u8c8c\u7c7b\u578b&#xff0c;\u690d\u88ab\u7c7b\u578b\u4e30\u5bcc&#xff0c;\u5305\u62ec\u68ee\u6797\u3001\u519c\u7530\u3001\u57ce\u5e02\u7eff\u5730\u7b49\u3002\u56e0\u6b64&#xff0c;\u5bf9\u6c5f\u5b81\u533a\u7684 EVI \u8fdb\u884c\u5206\u6790&#xff0c;\u6709\u52a9\u4e8e\u4e86\u89e3\u8be5\u5730\u533a\u7684\u751f\u6001\u73af\u5883\u53d8\u5316\u548c\u690d\u88ab\u751f\u957f\u72b6\u51b5\u3002<\/p>\n<h4>1.2 \u6570\u636e\u6765\u6e90<\/h4>\n<p>\u672c\u6587\u4f7f\u7528\u7684 EVI \u6570\u636e\u6765\u81ea MODIS&#xff08;Moderate Resolution Imaging Spectroradiometer&#xff09;\u7684 MOD13Q1 \u4ea7\u54c1&#xff0c;\u5176\u6570\u636e\u96c6 ID \u4e3a\u00a0MODIS\/006\/MOD13Q1\u3002\u8be5\u4ea7\u54c1\u5177\u6709 250 \u7c73\u7684\u7a7a\u95f4\u5206\u8fa8\u7387&#xff0c;\u6bcf 16 \u5929\u63d0\u4f9b\u4e00\u6b21\u5168\u7403\u8986\u76d6\u7684\u5f71\u50cf\u6570\u636e&#xff0c;\u80fd\u591f\u8f83\u597d\u5730\u6355\u6349\u690d\u88ab\u7684\u5b63\u8282\u6027\u53d8\u5316\u3002\u6211\u4eec\u4e3b\u8981\u5173\u6ce8\u5176\u4e2d\u7684\u00a0EVI\u00a0\u6ce2\u6bb5\u3002<\/p>\n<h3>\u4e8c\u3001\u4ee3\u7801\u5b9e\u73b0\u6b65\u9aa4\u8be6\u89e3<\/h3>\n<h4>2.1 \u5b9a\u4e49\u7814\u7a76\u533a\u57df<\/h4>\n<p>\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\n\/\/ 1. \u5b9a\u4e49\u6c5f\u5b81\u533a\u7ecf\u7eac\u5ea6\u77e9\u5f62\u8303\u56f4<br \/>\n\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\nvar jiangning &#061; ee.Geometry.Rectangle([118.5, 31.7, 119.2, 32.2]);<\/p>\n<p>\u901a\u8fc7\u00a0ee.Geometry.Rectangle\u00a0\u51fd\u6570&#xff0c;\u6211\u4eec\u4f7f\u7528\u7ecf\u7eac\u5ea6\u5750\u6807\u5b9a\u4e49\u4e86\u6c5f\u5b81\u533a\u7684\u77e9\u5f62\u8303\u56f4\u3002\u8fd9\u4e2a\u8303\u56f4\u5c06\u4f5c\u4e3a\u540e\u7eed\u6570\u636e\u7b5b\u9009\u548c\u5206\u6790\u7684\u5730\u7406\u8fb9\u754c\u3002<\/p>\n<h4>2.2 \u52a0\u8f7d MODIS EVI \u6570\u636e\u96c6<\/h4>\n<p>\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\n\/\/ 2. \u52a0\u8f7d MODIS EVI \u6570\u636e\u96c6<br \/>\n\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\n\/\/ \u7528 MOD13Q1 \u4ea7\u54c1&#xff0c;16 \u5929\u4e00\u666f&#xff0c;250 \u7c73\u5206\u8fa8\u7387<br \/>\nvar eviCollection &#061; ee.ImageCollection(&#039;MODIS\/006\/MOD13Q1&#039;)<br \/>\n                      .select(&#039;EVI&#039;);<\/p>\n<p>\u4f7f\u7528\u00a0ee.ImageCollection\u00a0\u51fd\u6570\u52a0\u8f7d MODIS MOD13Q1 \u6570\u636e\u96c6&#xff0c;\u5e76\u901a\u8fc7\u00a0.select(&#039;EVI&#039;)\u00a0\u65b9\u6cd5\u53ea\u9009\u62e9\u00a0EVI\u00a0\u6ce2\u6bb5&#xff0c;\u4ee5\u51cf\u5c11\u6570\u636e\u5904\u7406\u91cf\u3002<\/p>\n<h4>2.3 \u8bbe\u7f6e\u5206\u6790\u65f6\u95f4\u6bb5<\/h4>\n<p>\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\n\/\/ 3. \u8bbe\u7f6e\u5206\u6790\u65f6\u95f4\u6bb5<br \/>\n\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\nvar startYear &#061; 2010;<br \/>\nvar endYear &#061; 2020;<br \/>\nvar years &#061; ee.List.sequence(startYear, endYear);<\/p>\n<p>\u5b9a\u4e49\u4e86\u5206\u6790\u7684\u8d77\u59cb\u5e74\u4efd\u548c\u7ed3\u675f\u5e74\u4efd&#xff0c;\u5e76\u4f7f\u7528\u00a0ee.List.sequence\u00a0\u51fd\u6570\u751f\u6210\u4e00\u4e2a\u5305\u542b\u8fd9\u4e9b\u5e74\u4efd\u7684\u5217\u8868&#xff0c;\u4e3a\u540e\u7eed\u9010\u5e74\u5206\u6790\u505a\u51c6\u5907\u3002<\/p>\n<h4>2.4 \u9010\u5e74\u751f\u6210\u6bcf\u5e74\u7684\u5e74\u5747 EVI \u56fe\u5c42<\/h4>\n<p>\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\n\/\/ 4. \u9010\u5e74\u751f\u6210\u6bcf\u5e74\u7684\u5e74\u5747 EVI \u56fe\u5c42<br \/>\n\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\nvar eviYearlyImages &#061; years.map(function(year){<br \/>\n  year &#061; ee.Number(year);<br \/>\n  var yearlyEvi &#061; eviCollection<br \/>\n                  .filterDate(year.format(&#039;%d-01-01&#039;), year.format(&#039;%d-12-31&#039;))<br \/>\n                  .filterBounds(jiangning)<br \/>\n                  .mean()<br \/>\n                  .clip(jiangning)<br \/>\n                  .set(&#039;year&#039;, year);<br \/>\n  return yearlyEvi;<br \/>\n});<\/p>\n<p>\/\/ \u8f6c\u4e3a\u5f71\u50cf\u96c6\u5408<br \/>\nvar eviYearlyCollection &#061; ee.ImageCollection(eviYearlyImages);<\/p>\n<p>\u4f7f\u7528\u00a0.map\u00a0\u51fd\u6570\u904d\u5386\u5e74\u4efd\u5217\u8868&#xff0c;\u5bf9\u6bcf\u5e74\u7684 EVI \u6570\u636e\u8fdb\u884c\u7b5b\u9009\u3001\u8ba1\u7b97\u5747\u503c\u3001\u88c1\u526a&#xff0c;\u5e76\u4e3a\u6bcf\u4e2a\u5f71\u50cf\u6dfb\u52a0\u5e74\u4efd\u5c5e\u6027\u3002\u6700\u540e\u5c06\u5904\u7406\u540e\u7684\u5f71\u50cf\u5217\u8868\u8f6c\u6362\u4e3a\u5f71\u50cf\u96c6\u5408&#xff0c;\u65b9\u4fbf\u540e\u7eed\u7edf\u4e00\u5904\u7406\u3002<\/p>\n<h4>2.5 \u8bbe\u7f6e EVI \u53ef\u89c6\u5316\u53c2\u6570<\/h4>\n<p>\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\n\/\/ 5. \u8bbe\u7f6e EVI \u53ef\u89c6\u5316\u53c2\u6570<br \/>\n\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\n\/\/ \u6ce8\u610f MODIS EVI \u539f\u503c\u653e\u5927\u4e86 1e4&#xff0c;\u8981\u7f29\u653e<br \/>\nvar eviVis &#061; {<br \/>\n  min: 0,<br \/>\n  max: 8000,   \/\/ \u56e0\u4e3a EVI \u653e\u5927\u4e86 10000 \u500d<br \/>\n  palette: [&#039;white&#039;, &#039;lightblue&#039;, &#039;yellow&#039;, &#039;green&#039;, &#039;darkgreen&#039;]<br \/>\n};<\/p>\n<p>\u7531\u4e8e MODIS \u7684 EVI \u6570\u636e\u539f\u503c\u88ab\u653e\u5927\u4e86 10000 \u500d&#xff0c;\u56e0\u6b64\u5728\u8bbe\u7f6e\u53ef\u89c6\u5316\u53c2\u6570\u65f6&#xff0c;min\u00a0\u548c\u00a0max\u00a0\u503c\u9700\u8981\u76f8\u5e94\u8c03\u6574\u3002palette\u00a0\u5b9a\u4e49\u4e86\u989c\u8272\u6620\u5c04\u65b9\u6848&#xff0c;\u4ece\u767d\u8272\u5230\u6df1\u7eff\u8272&#xff0c;\u76f4\u89c2\u5730\u8868\u793a EVI \u503c\u4ece\u4f4e\u5230\u9ad8\u7684\u53d8\u5316\u3002<\/p>\n<h4>2.6 \u52a8\u6001\u64ad\u653e\u51c6\u5907<\/h4>\n<p>\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\n\/\/ 6. \u52a8\u6001\u64ad\u653e\u51c6\u5907<br \/>\n\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\nMap.centerObject(jiangning, 10);<\/p>\n<p>\/\/ \u6bcf\u5e74\u56fe\u5c42\u53ef\u89c6\u5316<br \/>\nvar eviWithYear &#061; eviYearlyCollection.map(function(image){<br \/>\n  var year &#061; ee.Number(image.get(&#039;year&#039;)).format(&#039;%d\u5e74&#039;);<br \/>\n  return image.visualize(eviVis).set({&#039;label&#039;: year});<br \/>\n});<\/p>\n<p>\/\/ \u751f\u6210\u52a8\u6001\u56fe\u5e8f\u5217<br \/>\nvar eviList &#061; eviWithYear.toList(eviWithYear.size());<\/p>\n<p>\u5c06\u5730\u56fe\u89c6\u56fe\u5b9a\u4f4d\u5230\u6c5f\u5b81\u533a&#xff0c;\u5e76\u8bbe\u7f6e\u7f29\u653e\u7ea7\u522b\u4e3a 10\u3002\u5bf9\u6bcf\u5e74\u7684 EVI \u5f71\u50cf\u8fdb\u884c\u53ef\u89c6\u5316\u5904\u7406&#xff0c;\u5e76\u6dfb\u52a0\u5e74\u4efd\u6807\u7b7e\u3002\u6700\u540e\u5c06\u53ef\u89c6\u5316\u540e\u7684\u5f71\u50cf\u96c6\u5408\u8f6c\u6362\u4e3a\u5217\u8868&#xff0c;\u4e3a\u751f\u6210\u52a8\u6001\u52a8\u753b\u505a\u51c6\u5907\u3002<\/p>\n<h4>2.7 \u4f7f\u7528 ui.Thumbnail \u52a8\u6001\u64ad\u653e<\/h4>\n<p>\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\n\/\/ 7. \u4f7f\u7528 ui.Thumbnail \u52a8\u6001\u64ad\u653e<br \/>\n\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\nvar thumbnailParams &#061; {<br \/>\n  dimensions: 600,<br \/>\n  region: jiangning,<br \/>\n  framesPerSecond: 2,<br \/>\n  crs: &#039;EPSG:4326&#039;<br \/>\n};<\/p>\n<p>print(&#039;2010 &#8211; 2020 \u6c5f\u5b81\u533a EVI \u53d8\u5316\u52a8\u753b&#xff1a;&#039;);<br \/>\nprint(ui.Thumbnail({<br \/>\n  image: ee.ImageCollection(eviList),<br \/>\n  params: thumbnailParams,<br \/>\n  style: {height: &#039;400px&#039;}<br \/>\n}));<\/p>\n<p>\u901a\u8fc7\u00a0ui.Thumbnail\u00a0\u51fd\u6570\u751f\u6210\u4e00\u4e2a\u52a8\u6001\u52a8\u753b&#xff0c;\u5c55\u793a\u6c5f\u5b81\u533a 2010 &#8211; 2020 \u5e74 EVI \u7684\u9010\u5e74\u53d8\u5316\u3002\u8bbe\u7f6e\u4e86\u52a8\u753b\u7684\u5206\u8fa8\u7387\u3001\u533a\u57df\u8303\u56f4\u3001\u64ad\u653e\u901f\u5ea6\u548c\u5750\u6807\u53c2\u8003\u7cfb\u7edf\u7b49\u53c2\u6570\u3002<\/p>\n<h4>2.8 \u53ef\u9009&#xff1a;\u6dfb\u52a0 2010 \u5e74\u548c 2020 \u5e74\u9759\u6001\u5bf9\u6bd4\u56fe\u5c42<\/h4>\n<p>\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\n\/\/ 8. \u53ef\u9009&#xff1a;\u6dfb\u52a0 2010 \u5e74\u548c 2020 \u5e74\u9759\u6001\u5bf9\u6bd4\u56fe\u5c42<br \/>\n\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\nvar evi2010 &#061; eviYearlyCollection.filter(ee.Filter.eq(&#039;year&#039;, 2010)).first();<br \/>\nvar evi2020 &#061; eviYearlyCollection.filter(ee.Filter.eq(&#039;year&#039;, 2020)).first();<\/p>\n<p>Map.addLayer(evi2010, eviVis, &#039;2010 \u5e74 EVI&#039;);<br \/>\nMap.addLayer(evi2020, eviVis, &#039;2020 \u5e74 EVI&#039;);<\/p>\n<p>\/\/ \u7ed8\u5236\u6c5f\u5b81\u533a\u8fb9\u754c<br \/>\nvar outline &#061; ee.Image().byte().paint({<br \/>\n  featureCollection: ee.FeatureCollection(jiangning),<br \/>\n  color: 1,<br \/>\n  width: 2<br \/>\n});<br \/>\nMap.addLayer(outline, {palette: &#039;red&#039;}, &#039;\u6c5f\u5b81\u533a\u8fb9\u754c&#039;);<\/p>\n<p>\u63d0\u53d6 2010 \u5e74\u548c 2020 \u5e74\u7684\u5e74\u5747 EVI \u5f71\u50cf&#xff0c;\u5e76\u6dfb\u52a0\u5230\u5730\u56fe\u4e0a\u8fdb\u884c\u9759\u6001\u5bf9\u6bd4\u3002\u540c\u65f6&#xff0c;\u7ed8\u5236\u6c5f\u5b81\u533a\u7684\u8fb9\u754c&#xff0c;\u65b9\u4fbf\u76f4\u89c2\u5730\u89c2\u5bdf\u8be5\u533a\u57df\u5185 EVI \u7684\u53d8\u5316\u3002<\/p>\n<h3>\u4e09\u3001\u7ed3\u679c\u5206\u6790\u4e0e\u610f\u4e49<\/h3>\n<p>\u901a\u8fc7\u4e0a\u8ff0\u4ee3\u7801\u7684\u8fd0\u884c&#xff0c;\u6211\u4eec\u53ef\u4ee5\u5f97\u5230\u6c5f\u5b81\u533a 2010 &#8211; 2020 \u5e74 EVI \u7684\u52a8\u6001\u53d8\u5316\u52a8\u753b\u548c 2010 \u5e74\u4e0e 2020 \u5e74\u7684\u9759\u6001\u5bf9\u6bd4\u56fe\u3002\u4ece\u52a8\u6001\u52a8\u753b\u4e2d&#xff0c;\u6211\u4eec\u53ef\u4ee5\u76f4\u89c2\u5730\u89c2\u5bdf\u5230\u690d\u88ab\u7684\u5b63\u8282\u6027\u53d8\u5316\u4ee5\u53ca\u957f\u671f\u7684\u8d8b\u52bf&#xff0c;\u4f8b\u5982\u67d0\u4e9b\u533a\u57df\u7684\u690d\u88ab\u8986\u76d6\u5ea6\u662f\u5426\u589e\u52a0\u6216\u51cf\u5c11\u3002\u9759\u6001\u5bf9\u6bd4\u56fe\u5219\u53ef\u4ee5\u66f4\u6e05\u6670\u5730\u6bd4\u8f83\u4e24\u4e2a\u5173\u952e\u5e74\u4efd\u4e4b\u95f4\u7684 EVI \u5dee\u5f02&#xff0c;\u6709\u52a9\u4e8e\u5206\u6790\u8be5\u5730\u533a\u5728\u8fd9\u5341\u5e74\u95f4\u7684\u751f\u6001\u73af\u5883\u53d8\u5316&#xff0c;\u5982\u57ce\u5e02\u5316\u8fdb\u7a0b\u5bf9\u690d\u88ab\u7684\u5f71\u54cd\u3001\u751f\u6001\u4fdd\u62a4\u63aa\u65bd\u7684\u6548\u679c\u7b49\u3002<\/p>\n<h3>\u56db\u3001\u603b\u7ed3\u4e0e\u62d3\u5c55<\/h3>\n<p>\u672c\u6587\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5982\u4f55\u4f7f\u7528 Google Earth Engine \u5bf9\u6c5f\u5b81\u533a 2010 &#8211; 2020 \u5e74\u7684 EVI \u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790&#xff0c;\u901a\u8fc7\u52a8\u6001\u52a8\u753b\u548c\u9759\u6001\u5bf9\u6bd4\u56fe\u5c55\u793a\u4e86\u8be5\u5730\u533a\u690d\u88ab\u7684\u65f6\u7a7a\u53d8\u5316\u7279\u5f81\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d&#xff0c;\u6211\u4eec\u8fd8\u53ef\u4ee5\u8fdb\u4e00\u6b65\u62d3\u5c55\u5206\u6790&#xff0c;\u4f8b\u5982\u8ba1\u7b97 EVI \u7684\u53d8\u5316\u7387\u3001\u8fdb\u884c\u8d8b\u52bf\u5206\u6790\u3001\u7ed3\u5408\u5176\u4ed6\u73af\u5883\u6570\u636e&#xff08;\u5982\u6c14\u8c61\u6570\u636e\u3001\u5730\u5f62\u6570\u636e&#xff09;\u8fdb\u884c\u7efc\u5408\u7814\u7a76\u7b49\u3002\u5e0c\u671b\u672c\u6587\u80fd\u591f\u4e3a\u76f8\u5173\u9886\u57df\u7684\u7814\u7a76\u4eba\u5458\u548c\u7231\u597d\u8005\u63d0\u4f9b\u6709\u76ca\u7684\u53c2\u8003\u3002<\/p>\n<\/p>\n<p>\u5982\u679c\u4f60\u5728\u4f7f\u7528 GEE \u8fdb\u884c EVI \u5206\u6790\u7684\u8fc7\u7a0b\u4e2d\u9047\u5230\u4efb\u4f55\u95ee\u9898&#xff0c;\u6216\u8005\u6709\u5176\u4ed6\u611f\u5174\u8da3\u7684\u5730\u7406\u7a7a\u95f4\u5206\u6790\u9700\u6c42&#xff0c;\u6b22\u8fce\u5728\u8bc4\u8bba\u533a\u7559\u8a00\u4ea4\u6d41&#xff01;<\/p>\n<p style=\"text-align:center\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250429023831-68103ba770147.gif\" \/><\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb943\u6b21\uff0c\u70b9\u8d5e24\u6b21\uff0c\u6536\u85cf15\u6b21\u3002\u589e\u5f3a\u578b\u690d\u88ab\u6307\u6570\uff08Enhanced Vegetation Index\uff0cEVI\uff09\u662f\u4e00\u79cd\u7528\u4e8e\u91cf\u5316\u690d\u88ab\u751f\u957f\u72b6\u6001\u548c\u8986\u76d6\u7a0b\u5ea6\u7684\u91cd\u8981\u6307\u6807\uff0c\u5b83\u5728\u76d1\u6d4b\u690d\u88ab\u52a8\u6001\u3001\u751f\u6001\u73af\u5883\u8bc4\u4f30\u4ee5\u53ca\u6c14\u5019\u53d8\u5316\u7814\u7a76\u7b49\u9886\u57df\u53d1\u6325\u7740\u5173\u952e\u4f5c\u7528\u3002Google Earth Engine\uff08GEE\uff09\u4f5c\u4e3a\u4e00\u4e2a\u5f3a\u5927\u7684\u5730\u7406\u7a7a\u95f4\u5206\u6790\u5e73\u53f0\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u9065\u611f\u6570\u636e\u8d44\u6e90\u548c\u9ad8\u6548\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\uff0c\u80fd\u591f\u5e2e\u52a9\u6211\u4eec\u8f7b\u677e\u5730\u5bf9\u957f\u65f6\u95f4\u5e8f\u5217\u7684 EVI \u6570\u636e\u8fdb\u884c\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528 GEE \u5bf9\u5357\u4eac\u5e02\u6c5f\u5b81\u533a 2010 &#8211; 2020 \u5e74\u7684 EVI \u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\uff0c\u4ee5\u63ed\u793a\u8be5\u5730\u533a\u690d\u88ab\u5728\u8fd9\u5341\u5e74<\/p>\n","protected":false},"author":2,"featured_media":34389,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[2418,2915,50,1224,62],"topic":[],"class_list":{"0":"post-34390","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-server","8":"tag-gee","10":"tag-50","11":"tag-1224","12":"tag-62"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5229\u7528 Google Earth Engine \u63a2\u7d22\u6c5f\u5b81\u533a 2010 - 2020 \u5e74 EVI \u65f6\u7a7a\u53d8\u5316 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/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:\/\/www.wsisp.com\/helps\/34390.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5229\u7528 Google Earth Engine \u63a2\u7d22\u6c5f\u5b81\u533a 2010 - 2020 \u5e74 EVI \u65f6\u7a7a\u53d8\u5316 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb943\u6b21\uff0c\u70b9\u8d5e24\u6b21\uff0c\u6536\u85cf15\u6b21\u3002\u589e\u5f3a\u578b\u690d\u88ab\u6307\u6570\uff08Enhanced Vegetation Index\uff0cEVI\uff09\u662f\u4e00\u79cd\u7528\u4e8e\u91cf\u5316\u690d\u88ab\u751f\u957f\u72b6\u6001\u548c\u8986\u76d6\u7a0b\u5ea6\u7684\u91cd\u8981\u6307\u6807\uff0c\u5b83\u5728\u76d1\u6d4b\u690d\u88ab\u52a8\u6001\u3001\u751f\u6001\u73af\u5883\u8bc4\u4f30\u4ee5\u53ca\u6c14\u5019\u53d8\u5316\u7814\u7a76\u7b49\u9886\u57df\u53d1\u6325\u7740\u5173\u952e\u4f5c\u7528\u3002Google Earth Engine\uff08GEE\uff09\u4f5c\u4e3a\u4e00\u4e2a\u5f3a\u5927\u7684\u5730\u7406\u7a7a\u95f4\u5206\u6790\u5e73\u53f0\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u9065\u611f\u6570\u636e\u8d44\u6e90\u548c\u9ad8\u6548\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\uff0c\u80fd\u591f\u5e2e\u52a9\u6211\u4eec\u8f7b\u677e\u5730\u5bf9\u957f\u65f6\u95f4\u5e8f\u5217\u7684 EVI \u6570\u636e\u8fdb\u884c\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528 GEE \u5bf9\u5357\u4eac\u5e02\u6c5f\u5b81\u533a 2010 - 2020 \u5e74\u7684 EVI \u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\uff0c\u4ee5\u63ed\u793a\u8be5\u5730\u533a\u690d\u88ab\u5728\u8fd9\u5341\u5e74\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/34390.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-29T02:38:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250429023831-68103ba770147.gif\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" 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