{"id":179536,"date":"2025-07-19T22:00:57","date_gmt":"2025-07-19T22:00:57","guid":{"rendered":"https:\/\/flypix.ai\/?p=179536"},"modified":"2025-07-25T14:36:30","modified_gmt":"2025-07-25T14:36:30","slug":"landsat-imagery-tools","status":"publish","type":"post","link":"https:\/\/flypix.ai\/zh\/landsat-imagery-tools\/","title":{"rendered":"\u8bbf\u95ee\u548c\u5206\u6790 Landsat \u5f71\u50cf\u7684\u6700\u4f73\u5de5\u5177"},"content":{"rendered":"<p>Landsat \u5f71\u50cf\u5df2\u6210\u4e3a\u73af\u5883\u76d1\u6d4b\u3001\u571f\u5730\u5229\u7528\u89c4\u5212\u548c\u79d1\u5b66\u7814\u7a76\u7684\u57fa\u77f3\u3002\u5f97\u76ca\u4e8e\u6570\u5341\u5e74\u6765\u514d\u8d39\u63d0\u4f9b\u7684\u536b\u661f\u6570\u636e\uff0c\u4e13\u4e1a\u4eba\u58eb\u548c\u7814\u7a76\u4eba\u5458\u80fd\u591f\u4ee5\u60ca\u4eba\u7684\u7ec6\u8282\u8ffd\u8e2a\u5730\u7403\u8868\u9762\u7684\u53d8\u5316\u3002\u4f46\u8981\u5145\u5206\u5229\u7528\u8fd9\u4e9b\u6570\u636e\uff0c\u60a8\u9700\u8981\u5408\u9002\u7684\u5de5\u5177\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u4e00\u4e9b\u7528\u4e8e\u5904\u7406 Landsat \u5f71\u50cf\u7684\u6700\u5b9e\u7528\u7684\u5e73\u53f0\u548c\u8f6f\u4ef6\u2014\u2014\u4ece\u7b80\u5355\u7684\u67e5\u770b\u5668\u5230\u9ad8\u7ea7\u5206\u6790\u5de5\u5177\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"237\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Flypix-1-1024x237.png\" alt=\"\" class=\"wp-image-155987\" style=\"width:306px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Flypix-1-1024x237.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Flypix-1-300x69.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Flypix-1-768x178.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Flypix-1-1536x355.png 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Flypix-1-2048x474.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1. FlyPix<\/h2>\n\n\n\n<p>\u5728 FlyPix\uff0c\u6211\u4eec\u6784\u5efa\u4e86\u4e00\u4e2a\u57fa\u4e8e\u4e91\u7684\u5730\u7406\u7a7a\u95f4\u5206\u6790\u5e73\u53f0\uff0c\u65e8\u5728\u4f7f Landsat \u7b49\u536b\u661f\u56fe\u50cf\u66f4\u6613\u4e8e\u8bbf\u95ee\u3001\u5206\u6790\u548c\u89e3\u8bfb\u3002\u6211\u4eec\u7684\u5e73\u53f0\u652f\u6301\u81ea\u52a8\u7269\u4f53\u68c0\u6d4b\u3001\u571f\u5730\u5229\u7528\u5206\u7c7b\u4ee5\u53ca\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u8fdb\u884c\u591a\u65f6\u76f8\u53d8\u5316\u8ffd\u8e2a\u3002\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u5728\u4ea4\u4e92\u5f0f\u5730\u56fe\u754c\u9762\u4e2d\u67e5\u770b\u548c\u4f7f\u7528\u56fe\u50cf\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u6211\u4eec\u7684 API \u8fde\u63a5\u4ee5\u5b9e\u73b0\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7a0b\u3002\u51ed\u501f\u5bf9 Landsat \u7b49\u957f\u671f\u536b\u661f\u6570\u636e\u96c6\u7684\u652f\u6301\uff0c\u6211\u4eec\u5e2e\u52a9\u5404\u7ec4\u7ec7\u4ee5\u7cbe\u51c6\u548c\u5927\u89c4\u6a21\u7684\u65b9\u5f0f\u76d1\u6d4b\u968f\u65f6\u95f4\u53d8\u5316\u7684\u73af\u5883\u53d8\u5316\u3001\u57ce\u5e02\u53d1\u5c55\u548c\u571f\u5730\u5229\u7528\u6a21\u5f0f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u591a\u65f6\u76f8 Landsat \u5f71\u50cf\u5206\u6790<\/li>\n\n\n\n<li>\u7528\u4e8e\u7269\u4f53\u68c0\u6d4b\u548c\u571f\u5730\u5229\u7528\u5206\u7c7b\u7684\u5185\u7f6e\u5de5\u5177<\/li>\n\n\n\n<li>\u81ea\u52a8\u5316\u6570\u636e\u5de5\u4f5c\u6d41\u7a0b\u7684 API \u8bbf\u95ee<\/li>\n\n\n\n<li>\u7528\u4e8e\u6570\u636e\u63a2\u7d22\u7684\u53ef\u89c6\u5316\u5730\u56fe\u754c\u9762<\/li>\n\n\n\n<li>\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u53ef\u4ee5\u5206\u6790\u4e0d\u540c\u65f6\u95f4\u7684\u56fe\u50cf<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u73af\u5883\u5206\u6790\u5e08\u8ffd\u8e2a\u571f\u5730\u8986\u76d6\u53d8\u5316<\/li>\n\n\n\n<li>\u57ce\u5e02\u89c4\u5212\u5e08\u548c\u57fa\u7840\u8bbe\u65bd\u7814\u7a76\u4eba\u5458<\/li>\n\n\n\n<li>\u4f7f\u7528\u65f6\u95f4\u5e8f\u5217\u536b\u661f\u6570\u636e\u7684 GIS \u56e2\u961f<\/li>\n\n\n\n<li>\u5f00\u53d1\u4eba\u5458\u5c06\u536b\u661f\u6d1e\u5bdf\u96c6\u6210\u5230\u5b9a\u5236\u5e94\u7528\u7a0b\u5e8f\u4e2d<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1a <a href=\"https:\/\/flypix.ai\/zh\/\" target=\"_blank\" rel=\"noreferrer noopener\">flypix.ai<\/a><\/li>\n\n\n\n<li>\u5730\u5740\uff1aRobert-Bosch-Str. 7, 64293 Darmstadt, Germany<\/li>\n\n\n\n<li>\u7535\u8bdd\uff1a+49 6151 2776497<\/li>\n\n\n\n<li>\u7535\u5b50\u90ae\u4ef6\uff1a <a href=\"mailto:info@flypix.ai\" target=\"_blank\" rel=\"noreferrer noopener\">info@flypix.ai<\/a><\/li>\n\n\n\n<li>LinkedIn\uff1a <a href=\"https:\/\/www.linkedin.com\/company\/flypix-ai\" target=\"_blank\" rel=\"noreferrer noopener\">www.linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Atlas.jpg\" alt=\"\" class=\"wp-image-179304\" style=\"width:170px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Atlas.jpg 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Atlas-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Atlas-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Atlas-12x12.jpg 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. Atlas<\/h2>\n\n\n\n<p>Atlas \u662f\u4e00\u4e2a\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5e73\u53f0\uff0c\u5c06 Landsat Look \u5f71\u50cf\u6574\u5408\u5230\u4e00\u4e2a\u53ef\u89c6\u5316\u4e14\u53ef\u641c\u7d22\u7684\u73af\u5883\u4e2d\u3002\u8be5\u5e73\u53f0\u5c06\u516c\u5171\u548c\u5546\u4e1a\u536b\u661f\u6570\u636e\u805a\u5408\u5230\u4e00\u4e2a\u7edf\u4e00\u7684\u7cfb\u7edf\u4e2d\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u63a2\u7d22\u5168\u7403\u5404\u5730\u7684\u5386\u53f2\u548c\u5f53\u524d\u5f71\u50cf\u3002\u5176\u754c\u9762\u5305\u542b\u4e00\u4e2a\u57fa\u4e8e\u5730\u56fe\u7684\u67e5\u770b\u5668\uff0c\u7528\u6237\u53ef\u4ee5\u6309\u65e5\u671f\u3001\u4e91\u91cf\u548c\u4f20\u611f\u5668\u7c7b\u578b\u7b5b\u9009 Landsat \u6570\u636e\u3002&nbsp;<\/p>\n\n\n\n<p>Atlas \u7b80\u5316\u4e86\u5f71\u50cf\u8bbf\u95ee\uff0c\u65e0\u9700\u7f16\u7801\uff0c\u5e76\u652f\u6301\u4ee5\u6807\u51c6\u5730\u7406\u7a7a\u95f4\u683c\u5f0f\u5bfc\u51fa\u6570\u636e\u3002Atlas \u5177\u5907\u5e76\u6392\u5f71\u50cf\u6bd4\u8f83\u548c\u5168\u7403\u8986\u76d6\u7b49\u529f\u80fd\uff0c\u53ef\u7528\u4e8e\u57fa\u4e8e Landsat \u6570\u636e\u7684\u957f\u671f\u73af\u5883\u76d1\u6d4b\u548c\u571f\u5730\u5229\u7528\u5206\u6790\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bbf\u95ee\u53ef\u641c\u7d22\u7684 Landsat Look \u56fe\u50cf<\/li>\n\n\n\n<li>\u65e5\u671f\u3001\u4f20\u611f\u5668\u548c\u4e91\u91cf\u8fc7\u6ee4\u5668\uff0c\u53ef\u8fdb\u884c\u7cbe\u786e\u9009\u62e9<\/li>\n\n\n\n<li>\u5e76\u6392\u56fe\u50cf\u6bd4\u8f83\u5de5\u5177<\/li>\n\n\n\n<li>\u6765\u81ea\u591a\u4e2a\u6570\u636e\u6e90\u7684\u5168\u7403\u8986\u76d6<\/li>\n\n\n\n<li>\u5730\u7406\u7a7a\u95f4\u683c\u5f0f\u7684\u5bfc\u51fa\u529f\u80fd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8ffd\u8e2a\u666f\u89c2\u53d8\u5316\u7684\u73af\u5883\u4e13\u4e1a\u4eba\u5458<\/li>\n\n\n\n<li>\u7814\u7a76\u4eba\u5458\u4f7f\u7528\u5386\u53f2 Landsat \u5f71\u50cf<\/li>\n\n\n\n<li>\u5730\u7406\u7a7a\u95f4\u9886\u57df\u7684\u6559\u80b2\u5de5\u4f5c\u8005\u548c\u5b66\u751f<\/li>\n\n\n\n<li>\u9700\u8981\u5feb\u901f\u8bbf\u95ee\u536b\u661f\u6570\u636e\u800c\u65e0\u9700\u7f16\u7801\u7684\u7528\u6237<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aatlas.co<\/li>\n\n\n\n<li>LinkedIn: www.linkedin.com\/company\/atlasmapshq<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/AtlasMapsHQ<\/li>\n\n\n\n<li>Instagram\uff1a www.instagram.com\/life.at.atlas<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"197\" height=\"255\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/01\/worldviewsoftware.jpg\" alt=\"\" class=\"wp-image-172810\" style=\"width:163px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/01\/worldviewsoftware.jpg 197w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/01\/worldviewsoftware-9x12.jpg 9w\" sizes=\"(max-width: 197px) 100vw, 197px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3.\u4e16\u754c\u89c2<\/h2>\n\n\n\n<p>Worldview \u662f\u7531 NASA \u5f00\u53d1\u7684\u4e00\u6b3e\u5728\u7ebf\u536b\u661f\u56fe\u50cf\u67e5\u770b\u5668\uff0c\u5141\u8bb8\u7528\u6237\u4ee5\u4ea4\u4e92\u65b9\u5f0f\u63a2\u7d22\u5168\u7403\u8fd1\u5b9e\u65f6\u5730\u7403\u6570\u636e\u3002\u5b83\u901a\u8fc7\u57fa\u4e8e Web \u7684\u5730\u56fe\u754c\u9762\uff0c\u63d0\u4f9b\u5bf9\u6570\u767e\u4e2a\u6570\u636e\u5c42\u7684\u8bbf\u95ee\uff0c\u5305\u62ec Landsat \u7cfb\u5217\u6570\u636e\u3002\u7528\u6237\u53ef\u4ee5\u67e5\u770b\u536b\u661f\u8fc7\u5883\u540e\u6570\u5c0f\u65f6\u5185\u7684\u56fe\u50cf\uff0c\u53e0\u52a0\u591a\u4e2a\u6570\u636e\u96c6\uff0c\u5e76\u4e0b\u8f7d\u5feb\u7167\u8fdb\u884c\u5206\u6790\u3002\u8be5\u5e73\u53f0\u8fd8\u652f\u6301\u65f6\u95f4\u8f74\u5bfc\u822a\uff0c\u4ee5\u6bd4\u8f83\u968f\u65f6\u95f4\u7684\u53d8\u5316\u3002\u867d\u7136 Worldview \u5e76\u975e\u4e13\u4e3a\u6df1\u5ea6\u5904\u7406\u800c\u8bbe\u8ba1\uff0c\u4f46\u5b83\u5bf9\u4e8e\u5feb\u901f\u53ef\u89c6\u5316\u548c\u76d1\u6d4b\u571f\u5730\u8986\u76d6\u3001\u91ce\u706b\u3001\u690d\u88ab\u7b49\u975e\u5e38\u6709\u7528\uff0c\u5c24\u5176\u662f\u5728\u5904\u7406\u5386\u53f2\u6216\u5b9e\u65f6 Landsat \u56fe\u50cf\u65f6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8fd1\u4e4e\u5b9e\u65f6\u5730\u8bbf\u95ee\u5168\u7403\u536b\u661f\u56fe\u50cf<\/li>\n\n\n\n<li>\u5305\u62ec\u5177\u6709\u5386\u53f2\u6570\u636e\u7684 Landsat \u56fe\u5c42<\/li>\n\n\n\n<li>\u53ef\u5b9a\u5236\u7684\u65f6\u95f4\u7ebf\uff0c\u7528\u4e8e\u591a\u65e5\u671f\u6bd4\u8f83<\/li>\n\n\n\n<li>\u5177\u6709\u53e0\u52a0\u9009\u9879\u7684\u4ea4\u4e92\u5f0f\u5730\u56fe\u67e5\u770b\u5668<\/li>\n\n\n\n<li>\u9009\u5b9a\u89c6\u56fe\u7684\u7b80\u5355\u4e0b\u8f7d\u529f\u80fd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u8981\u5feb\u901f\u83b7\u53d6\u5730\u7403\u89c2\u6d4b\u6570\u636e\u7684\u7814\u7a76\u4eba\u5458<\/li>\n\n\n\n<li>\u6559\u80b2\u5de5\u4f5c\u8005\u548c\u5b66\u751f\u5728\u8bfe\u7a0b\u4e2d\u4f7f\u7528\u536b\u661f\u56fe\u50cf<\/li>\n\n\n\n<li>\u73af\u5883\u5206\u6790\u5e08\u76d1\u6d4b\u706b\u707e\u6216\u68ee\u6797\u780d\u4f10\u7b49\u4e8b\u4ef6<\/li>\n\n\n\n<li>\u5bfb\u6c42\u65e0\u9700\u590d\u6742\u5de5\u5177\u5373\u53ef\u76f4\u89c2\u6d1e\u5bdf\u5168\u7403\u53d8\u5316\u7684\u7528\u6237<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aworldview.earthdata.nasa.gov<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/EOSDA-LandViewer-1024x1024.jpg\" alt=\"\" class=\"wp-image-179538\" style=\"width:177px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/EOSDA-LandViewer-1024x1024.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/EOSDA-LandViewer-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/EOSDA-LandViewer-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/EOSDA-LandViewer-768x768.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/EOSDA-LandViewer-12x12.jpg 12w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/EOSDA-LandViewer-700x700.jpg 700w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/EOSDA-LandViewer.jpg 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">4.EOSDA LandViewer<\/h2>\n\n\n\n<p>EOSDA LandViewer \u662f\u4e00\u4e2a\u57fa\u4e8e\u7f51\u7edc\u7684\u536b\u661f\u56fe\u50cf\u5e73\u53f0\uff0c\u63d0\u4f9b\u5e7f\u6cdb\u7684\u5730\u7403\u89c2\u6d4b\u6570\u636e\uff0c\u5305\u62ec Landsat \u4efb\u52a1\u7684\u5b8c\u6574\u5b58\u6863\u3002\u8be5\u5de5\u5177\u5141\u8bb8\u7528\u6237\u641c\u7d22\u3001\u53ef\u89c6\u5316\u548c\u5206\u6790\u536b\u661f\u56fe\u50cf\uff0c\u5e76\u63d0\u4f9b\u5149\u8c31\u6ce2\u6bb5\u7ec4\u5408\u3001\u690d\u88ab\u6307\u6570\u548c\u53d8\u5316\u68c0\u6d4b\u7b49\u9009\u9879\u3002LandViewer \u652f\u6301\u81ea\u5b9a\u4e49\u533a\u57df\u9009\u62e9\u3001\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u548c\u76f4\u63a5\u56fe\u50cf\u6bd4\u8f83\uff0c\u56e0\u6b64\u9002\u7528\u4e8e\u5386\u53f2\u548c\u6700\u65b0\u76d1\u6d4b\u4efb\u52a1\u3002&nbsp;<\/p>\n\n\n\n<p>\u8be5\u5e73\u53f0\u5305\u62ec\u7528\u4e8e\u4e0b\u8f7d\u5404\u79cd\u683c\u5f0f\u6570\u636e\u7684\u5185\u7f6e\u5de5\u5177\uff0c\u5e76\u4e0e\u5176\u4ed6 EOSDA \u670d\u52a1\u96c6\u6210\uff0c\u4ee5\u6269\u5c55\u519c\u4e1a\u3001\u6797\u4e1a\u548c\u73af\u5883\u5e94\u7528\u7684\u529f\u80fd\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bbf\u95ee\u5e26\u6709\u4e91\u5c42\u8fc7\u6ee4\u7684\u5b8c\u6574 Landsat \u56fe\u50cf\u6863\u6848<\/li>\n\n\n\n<li>\u5b9e\u65f6\u548c\u5386\u53f2\u56fe\u50cf\u53ef\u89c6\u5316<\/li>\n\n\n\n<li>NDVI \u548c\u5176\u4ed6\u690d\u88ab\u6307\u6570\u5de5\u5177<\/li>\n\n\n\n<li>\u53d8\u5316\u68c0\u6d4b\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790<\/li>\n\n\n\n<li>\u591a\u79cd\u5730\u7406\u7a7a\u95f4\u683c\u5f0f\u7684\u5bfc\u51fa\u9009\u9879<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u76d1\u6d4b\u519c\u4e1a\u548c\u6797\u4e1a\u8d8b\u52bf\u7684\u5206\u6790\u5e08<\/li>\n\n\n\n<li>\u7814\u7a76\u4eba\u5458\u5229\u7528 Landsat \u8fdb\u884c\u571f\u5730\u8986\u76d6\u53d8\u5316\u7814\u7a76<\/li>\n\n\n\n<li>\u9700\u8981\u81ea\u5b9a\u4e49\u533a\u57df\u5206\u6790\u7684 GIS \u7528\u6237<\/li>\n\n\n\n<li>\u5904\u7406\u65f6\u95f4\u5e8f\u5217\u536b\u661f\u6570\u636e\u7684\u4e13\u4e1a\u4eba\u5458<\/li>\n<\/ul>\n\n\n\n<p>\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aeos.com<\/li>\n\n\n\n<li>Facebook\uff1awww.facebook.com\/EOSDA<\/li>\n\n\n\n<li>LinkedIn\uff1a www.linkedin.com\/company\/eos-data-analytics<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/eos_da<\/li>\n\n\n\n<li>Instagram\uff1a instagram.com\/eosdataanalytics<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/SAGA-GIS.jpg\" alt=\"\" class=\"wp-image-168940\" style=\"width:168px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/SAGA-GIS.jpg 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/SAGA-GIS-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/SAGA-GIS-12x12.jpg 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5. SAGA GIS<\/h2>\n\n\n\n<p>SAGA GIS\uff08\u81ea\u52a8\u5730\u7403\u79d1\u5b66\u5206\u6790\u7cfb\u7edf\uff09\u662f\u4e00\u6b3e\u5f00\u6e90\u684c\u9762\u5e94\u7528\u7a0b\u5e8f\uff0c\u5305\u542b\u5404\u79cd\u7528\u4e8e\u5904\u7406\u536b\u661f\u56fe\u50cf\uff08\u5305\u62ec\u6765\u81ea Landsat \u4efb\u52a1\u7684\u6570\u636e\uff09\u7684\u5de5\u5177\u3002\u8be5\u8f6f\u4ef6\u652f\u6301\u6805\u683c\u548c\u77e2\u91cf\u683c\u5f0f\uff0c\u5e76\u63d0\u4f9b\u7528\u4e8e\u56fe\u50cf\u5206\u7c7b\u3001\u6ce2\u6bb5\u8fd0\u7b97\u3001NDVI \u8ba1\u7b97\u3001\u4e3b\u6210\u5206\u5206\u6790\u548c\u975e\u76d1\u7763\u805a\u7c7b\u7684\u8be6\u7ec6\u6a21\u5757\u3002&nbsp;<\/p>\n\n\n\n<p>\u5176\u201c\u5f71\u50cf - \u536b\u661f\u5de5\u5177\u201d\u90e8\u5206\u4e13\u4e3a\u5904\u7406 Landsat \u7b49\u536b\u661f\u6570\u636e\u800c\u8bbe\u8ba1\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u8fdb\u884c\u5927\u6c14\u6821\u6b63\u3001\u8ba1\u7b97\u690d\u88ab\u6307\u6570\u5e76\u63d0\u53d6\u7279\u5f81\u3002\u867d\u7136\u9700\u8981\u5b89\u88c5\u5e76\u6709\u4e00\u5b9a\u7684\u5b66\u4e60\u65f6\u95f4\uff0c\u4f46 SAGA GIS \u5bf9\u4e8e\u9700\u8981\u81ea\u5b9a\u4e49\u6216\u8be6\u7ec6\u5206\u6790\u7684\u7528\u6237\u6765\u8bf4\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u9009\u62e9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u591a\u79cdLandsat\u5904\u7406\u529f\u80fd<\/li>\n\n\n\n<li>NDVI\u3001PCA\u3001\u5206\u7c7b\u548c\u6ce2\u6bb5\u6570\u5b66\u6a21\u5757<\/li>\n\n\n\n<li>\u5f00\u6e90\uff0c\u62e5\u6709\u4e30\u5bcc\u7684\u79d1\u5b66\u6587\u732e<\/li>\n\n\n\n<li>\u5904\u7406\u6805\u683c\u548c\u77e2\u91cf\u6570\u636e\u683c\u5f0f<\/li>\n\n\n\n<li>\u5141\u8bb8\u5927\u6c14\u6821\u6b63\u548c\u5149\u8c31\u5206\u6790<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u8981\u9ad8\u7ea7\u56fe\u50cf\u5206\u6790\u7684 GIS \u4e13\u4e1a\u4eba\u5458<\/li>\n\n\n\n<li>\u7814\u7a76\u4eba\u5458\u6b63\u5728\u8fdb\u884c\u8be6\u7ec6\u7684\u536b\u661f\u6570\u636e\u7814\u7a76<\/li>\n\n\n\n<li>\u4f7f\u7528 Landsat \u5f71\u50cf\u79bb\u7ebf\u5de5\u4f5c\u7684\u7528\u6237<\/li>\n\n\n\n<li>\u5bfb\u627e\u53ef\u5b9a\u5236\u5de5\u5177\u7684\u5b66\u751f\u548c\u79d1\u5b66\u5bb6<\/li>\n<\/ul>\n\n\n\n<p>\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1asaga-gis.sourceforge.io<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"735\" height=\"735\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/grassgis.png\" alt=\"\" class=\"wp-image-170399\" style=\"width:178px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/grassgis.png 735w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/grassgis-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/grassgis-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/grassgis-12x12.png 12w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/grassgis-700x700.png 700w\" sizes=\"(max-width: 735px) 100vw, 735px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6.\u8349\u5730\u5730\u7406\u4fe1\u606f\u7cfb\u7edf<\/h2>\n\n\n\n<p>GRASS GIS\uff08\u5730\u7406\u8d44\u6e90\u5206\u6790\u652f\u6301\u7cfb\u7edf\uff09\u662f\u4e00\u6b3e\u5f00\u6e90 GIS \u8f6f\u4ef6\uff0c\u63d0\u4f9b\u5f3a\u5927\u7684\u5de5\u5177\u6765\u5904\u7406\u548c\u5206\u6790\u536b\u661f\u56fe\u50cf\uff08\u5305\u62ec Landsat \u6570\u636e\uff09\u3002\u5176\u56fe\u50cf\u5904\u7406\u529f\u80fd\u5305\u62ec\u8f90\u5c04\u6821\u6b63\u548c\u5927\u6c14\u6821\u6b63\u3001\u76d1\u7763\u548c\u975e\u76d1\u7763\u5206\u7c7b\u3001\u690d\u88ab\u6307\u6570\u8ba1\u7b97\u4ee5\u53ca\u968f\u65f6\u95f4\u7684\u53d8\u5316\u68c0\u6d4b\u3002&nbsp;<\/p>\n\n\n\n<p>GRASS \u652f\u6301\u6805\u683c\u6570\u636e\u548c\u77e2\u91cf\u6570\u636e\uff0c\u5e76\u5141\u8bb8\u7528\u6237\u4f7f\u7528\u5176\u4e13\u7528\u5f71\u50cf\u6a21\u5757\u5904\u7406\u591a\u6ce2\u6bb5\u5f71\u50cf\u3002\u8be5\u7cfb\u7edf\u8bbe\u8ba1\u7075\u6d3b\u4e14\u529f\u80fd\u5f3a\u5927\uff0c\u975e\u5e38\u9002\u5408\u9700\u8981\u9ad8\u7ea7\u5206\u6790\u529f\u80fd\u4e14\u719f\u6089\u547d\u4ee4\u884c\u64cd\u4f5c\u6216\u81ea\u52a8\u5316\u811a\u672c\u7684\u7528\u6237\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528\u4e8e Landsat \u56fe\u50cf\u5206\u7c7b\u548c\u6821\u6b63\u7684\u9ad8\u7ea7\u5de5\u5177<\/li>\n\n\n\n<li>NDVI\u3001\u7f28\u5e3d\u548c\u65f6\u95f4\u5206\u6790\u6a21\u5757<\/li>\n\n\n\n<li>\u652f\u6301\u57fa\u4e8e\u5149\u6805\u548c\u77e2\u91cf\u7684\u5de5\u4f5c\u6d41\u7a0b<\/li>\n\n\n\n<li>\u5b9e\u73b0\u8be6\u7ec6\u7684\u5149\u8c31\u548c\u7a7a\u95f4\u56fe\u50cf\u5904\u7406<\/li>\n\n\n\n<li>\u5f00\u6e90\u4e14\u9ad8\u5ea6\u53ef\u5b9a\u5236\uff0c\u9002\u7528\u4e8e\u7814\u7a76\u4efb\u52a1<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9065\u611f\u4e13\u5bb6\u5229\u7528 Landsat \u8fdb\u884c\u957f\u671f\u7814\u7a76<\/li>\n\n\n\n<li>\u9700\u8981\u63a7\u5236\u5904\u7406\u5de5\u4f5c\u6d41\u7684 GIS \u5206\u6790\u5e08<\/li>\n\n\n\n<li>\u5730\u7406\u7a7a\u95f4\u79d1\u5b66\u9886\u57df\u7684\u5b66\u672f\u7814\u7a76\u4eba\u5458\u548c\u5b66\u751f<\/li>\n\n\n\n<li>\u719f\u6089\u6280\u672f\u754c\u9762\u548c\u811a\u672c\u7684\u7528\u6237<\/li>\n<\/ul>\n\n\n\n<p>\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1agrass.osgeo.org<\/li>\n\n\n\n<li>LinkedIn: www.linkedin.com\/company\/grass-gis<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/grassgis<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"180\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/gvSIG.jpg\" alt=\"\" class=\"wp-image-168953\" style=\"width:182px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/gvSIG.jpg 250w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/gvSIG-18x12.jpg 18w\" sizes=\"(max-width: 250px) 100vw, 250px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">7. gvSIG<\/h2>\n\n\n\n<p>gvSIG \u662f\u4e00\u6b3e\u5f00\u6e90\u684c\u9762 GIS \u5e94\u7528\u7a0b\u5e8f\uff0c\u4e13\u4e3a\u7a7a\u95f4\u6570\u636e\u7ba1\u7406\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u800c\u8bbe\u8ba1\u3002\u5b83\u652f\u6301\u591a\u79cd\u6805\u683c\u548c\u77e2\u91cf\u683c\u5f0f\uff0c\u5e76\u5305\u542b\u7528\u4e8e\u9065\u611f\u4efb\u52a1\u7684\u4e13\u7528\u5de5\u5177\uff0c\u4f8b\u5982\u56fe\u50cf\u5206\u7c7b\u3001\u6ce2\u6bb5\u8fd0\u7b97\u3001\u5f52\u4e00\u5316\u690d\u88ab\u6307\u6570 (NDVI) \u8ba1\u7b97\u4ee5\u53ca\u76d1\u7763\u5b66\u4e60\u6216\u975e\u76d1\u7763\u5b66\u4e60\u3002gvSIG \u5141\u8bb8\u7528\u6237\u76f4\u63a5\u5728\u5e73\u53f0\u5185\u5bfc\u5165\u548c\u5206\u6790 Landsat \u5f71\u50cf\uff0c\u4ece\u800c\u53ef\u7528\u4e8e\u571f\u5730\u5229\u7528\u76d1\u6d4b\u548c\u73af\u5883\u8bc4\u4f30\u3002&nbsp;<\/p>\n\n\n\n<p>\u5b83\u8fd8\u652f\u6301\u63d2\u4ef6\u6269\u5c55\uff0c\u53ef\u6839\u636e\u9700\u8981\u5b9e\u73b0\u66f4\u4e13\u4e1a\u7684\u5904\u7406\u3002\u8be5\u8f6f\u4ef6\u652f\u6301\u591a\u8bed\u8a00\uff0c\u5e76\u8bbe\u8ba1\u4e3a\u517c\u5bb9\u4e0d\u540c\u7684\u64cd\u4f5c\u7cfb\u7edf\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5168\u9762\u652f\u6301 Landsat \u6805\u683c\u56fe\u50cf\u548c\u5206\u6790\u5de5\u5177<\/li>\n\n\n\n<li>\u7528\u4e8e\u5206\u7c7b\u548c\u6ce2\u6bb5\u6570\u5b66\u7684\u9065\u611f\u6a21\u5757<\/li>\n\n\n\n<li>\u5305\u542b NDVI \u548c\u690d\u88ab\u6307\u6570\u8ba1\u7b97\u5de5\u5177<\/li>\n\n\n\n<li>\u7528\u4e8e\u6269\u5c55\u529f\u80fd\u7684\u63d2\u4ef6\u67b6\u6784<\/li>\n\n\n\n<li>\u591a\u5e73\u53f0\uff0c\u591a\u79cd\u8bed\u8a00\u7248\u672c<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u684c\u9762\u73af\u5883\u4e2d\u4f7f\u7528\u536b\u661f\u6570\u636e\u7684 GIS \u7528\u6237<\/li>\n\n\n\n<li>\u73af\u5883\u4e13\u4e1a\u4eba\u5458\u4f7f\u7528 Landsat \u5206\u6790\u571f\u5730\u8986\u76d6<\/li>\n\n\n\n<li>\u7814\u7a76\u4eba\u5458\u9700\u8981\u5f00\u6e90\u7a7a\u95f4\u5206\u6790\u89e3\u51b3\u65b9\u6848<\/li>\n\n\n\n<li>\u5bfb\u627e\u5177\u6709\u9065\u611f\u652f\u6301\u7684\u53ef\u5b9a\u5236 GIS \u5de5\u5177\u7684\u7528\u6237<\/li>\n<\/ul>\n\n\n\n<p>\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1awww.gvsig.com<\/li>\n\n\n\n<li>\u8138\u4e66\uff1awww.facebook.com\/gvSIG<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/gvsig<\/li>\n\n\n\n<li>\u9886\u82f1\uff1a www.linkedin.com\/groups\/gvSIG-4478025<\/li>\n\n\n\n<li>\u90ae\u7bb1: info@gvsig.com<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"220\" height=\"220\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Esri-ArcGIS-Pro.png\" alt=\"\" class=\"wp-image-179539\" style=\"width:178px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Esri-ArcGIS-Pro.png 220w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Esri-ArcGIS-Pro-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Esri-ArcGIS-Pro-12x12.png 12w\" sizes=\"(max-width: 220px) 100vw, 220px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8.Esri ArcGIS Pro<\/h2>\n\n\n\n<p>Esri \u7684 ArcGIS Pro \u662f\u4e00\u4e2a\u4e13\u4e1a\u7684\u684c\u9762 GIS \u5e73\u53f0\uff0c\u5305\u542b\u7528\u4e8e\u5904\u7406 Landsat \u5f71\u50cf\u7684\u9ad8\u7ea7\u5de5\u5177\u3002\u5b83\u652f\u6301\u901a\u8fc7 Living Atlas of the World \u76f4\u63a5\u8bbf\u95ee\u6574\u4e2a Landsat \u6863\u6848\uff0c\u8ba9\u7528\u6237\u5728\u540c\u4e00\u73af\u5883\u4e2d\u641c\u7d22\u3001\u53ef\u89c6\u5316\u548c\u5206\u6790\u5f71\u50cf\u3002&nbsp;<\/p>\n\n\n\n<p>ArcGIS Pro \u63d0\u4f9b\u7528\u4e8e\u5f71\u50cf\u5206\u7c7b\u3001\u53d8\u5316\u68c0\u6d4b\u3001\u5149\u8c31\u5206\u6790\u548c\u65f6\u95f4\u5e8f\u5217\u63a2\u7d22\u7684\u5de5\u5177\u3002\u7528\u6237\u53ef\u4ee5\u5e94\u7528\u6805\u683c\u51fd\u6570\u6765\u589e\u5f3a\u5f71\u50cf\u3001\u8ba1\u7b97 NDVI \u7b49\u690d\u88ab\u6307\u6570\uff0c\u6216\u4f7f\u7528\u8bad\u7ec3\u6837\u672c\u8fdb\u884c\u76d1\u7763\u5206\u7c7b\u3002\u8be5\u5e73\u53f0\u65e8\u5728\u5904\u7406\u5927\u89c4\u6a21\u5206\u6790\u548c\u8be6\u7ec6\u7684\u672c\u5730\u7814\u7a76\uff0c\u5e76\u63d0\u4f9b\u9ad8\u5ea6\u5b9a\u5236\u7684\u9009\u9879\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u901a\u8fc7 Living Atlas \u76f4\u63a5\u8bbf\u95ee Landsat \u5f71\u50cf<\/li>\n\n\n\n<li>\u7528\u4e8e NDVI\u3001\u5206\u7c7b\u548c\u65f6\u95f4\u5206\u6790\u7684\u5185\u7f6e\u5de5\u5177<\/li>\n\n\n\n<li>\u7528\u4e8e\u52a8\u6001\u56fe\u50cf\u5904\u7406\u7684\u6805\u683c\u51fd\u6570<\/li>\n\n\n\n<li>\u4e0e\u4e91\u548c\u672c\u5730\u6570\u636e\u5de5\u4f5c\u6d41\u96c6\u6210<\/li>\n\n\n\n<li>\u652f\u6301\u9ad8\u5206\u8fa8\u7387\u53ef\u89c6\u5316\u548c\u5206\u6790<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8fdb\u884c\u590d\u6742\u7a7a\u95f4\u5206\u6790\u7684 GIS \u4e13\u4e1a\u4eba\u5458<\/li>\n\n\n\n<li>\u4f7f\u7528 Landsat \u8fdb\u884c\u57ce\u5e02\u6216\u73af\u5883\u89c4\u5212\u7684\u7ec4\u7ec7<\/li>\n\n\n\n<li>\u5904\u7406\u5927\u89c4\u6a21\u536b\u661f\u65f6\u95f4\u5e8f\u5217\u7684\u5206\u6790\u5e08<\/li>\n\n\n\n<li>\u9700\u8981\u5f3a\u5927\u7684\u56fe\u50cf\u5206\u7c7b\u548c\u53d8\u5316\u68c0\u6d4b\u5de5\u5177\u7684\u7528\u6237<\/li>\n<\/ul>\n\n\n\n<p>\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1awww.esri.com<\/li>\n\n\n\n<li>\u5730\u5740\uff1a\u7f8e\u56fd\u7ebd\u7ea6\u5e02\u7b2c\u4e03\u5927\u9053500\u53f79\u697c<\/li>\n\n\n\n<li>\u7535\u8bdd\uff1a212-349-3700<\/li>\n\n\n\n<li>\u8138\u4e66\uff1awww.facebook.com\/esrigis<\/li>\n\n\n\n<li>Twitter\uff1ax.com\/Esri<\/li>\n\n\n\n<li>Instagram\uff1a www.instagram.com\/esrigram<\/li>\n\n\n\n<li>LinkedIn\uff1a www.linkedin.com\/company\/esri<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Global-Mapper.jpg\" alt=\"\" class=\"wp-image-179540\" style=\"width:182px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Global-Mapper.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Global-Mapper-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Global-Mapper-12x12.jpg 12w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. \u5168\u7403\u5730\u56fe\u7ed8\u5236\u8005<\/h2>\n\n\n\n<p>Global Mapper \u7531 Blue Marble Geographics \u5f00\u53d1\uff0c\u662f\u4e00\u6b3e\u591a\u529f\u80fd GIS \u5e94\u7528\u7a0b\u5e8f\uff0c\u652f\u6301\u591a\u79cd\u6805\u683c\u548c\u77e2\u91cf\u683c\u5f0f\uff0c\u5305\u62ec Landsat \u536b\u661f\u56fe\u50cf\u3002\u5b83\u5141\u8bb8\u7528\u6237\u76f4\u63a5\u5bfc\u5165 Landsat \u6570\u636e\u5e76\u6267\u884c\u5404\u79cd\u7c7b\u578b\u7684\u56fe\u50cf\u5206\u6790\uff0c\u4f8b\u5982 NDVI\u3001\u5730\u5f62\u5efa\u6a21\u3001\u5206\u7c7b\u548c\u53d8\u5316\u68c0\u6d4b\u3002\u8be5\u5e73\u53f0\u8fd8\u63d0\u4f9b\u5bf9\u591a\u4e2a\u514d\u8d39\u536b\u661f\u56fe\u50cf\u6e90\u7684\u5185\u7f6e\u8bbf\u95ee\uff0c\u5305\u62ec\u7f8e\u56fd\u5730\u8d28\u8c03\u67e5\u5c40 (USGS) \u7684 Landsat \u56fe\u50cf\u3002&nbsp;<\/p>\n\n\n\n<p>\u7528\u6237\u53ef\u4ee5\u53ef\u89c6\u5316\u591a\u6ce2\u6bb5\u6570\u636e\u3001\u5e94\u7528\u81ea\u5b9a\u4e49\u7740\u8272\u5668\u5e76\u6267\u884c\u6279\u5904\u7406\u4efb\u52a1\u3002Global Mapper \u51ed\u501f\u5176\u811a\u672c\u754c\u9762\u548c\u5730\u5f62\u5206\u6790\u5de5\u5177\uff0c\u5bf9\u4e8e\u9700\u8981\u5f3a\u5927\u7684\u684c\u9762\u536b\u661f\u56fe\u50cf\u5de5\u4f5c\u6d41\u7a0b\u7684\u4e13\u4e1a\u4eba\u58eb\u6765\u8bf4\uff0c\u662f\u4e00\u4e2a\u5b9e\u7528\u7684\u9009\u62e9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u76f4\u63a5\u5bfc\u5165\u548c\u5206\u6790 Landsat \u6570\u636e<\/li>\n\n\n\n<li>\u8bbf\u95ee\u514d\u8d39\u7684 Landsat \u8d44\u6e90\uff0c\u4f8b\u5982 USGS Earth Explorer<\/li>\n\n\n\n<li>NDVI\u3001\u5206\u7c7b\u548c\u9ad8\u7a0b\u5efa\u6a21\u5de5\u5177<\/li>\n\n\n\n<li>\u811a\u672c\u548c\u6279\u5904\u7406\u529f\u80fd<\/li>\n\n\n\n<li>3D\u5730\u5f62\u53ef\u89c6\u5316\u548c\u5206\u6790\u529f\u80fd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u8981\u8be6\u7ec6\u5730\u5f62\u548c\u5149\u8c31\u5206\u6790\u7684 GIS \u4e13\u4e1a\u4eba\u5458<\/li>\n\n\n\n<li>\u5206\u6790\u4eba\u5458\u4f7f\u7528 Landsat \u6570\u636e\u8fdb\u884c\u73af\u5883\u76d1\u6d4b<\/li>\n\n\n\n<li>\u4f7f\u7528\u591a\u6e90\u6805\u683c\u548c\u77e2\u91cf\u6570\u636e\u96c6\u7684\u7528\u6237<\/li>\n\n\n\n<li>\u5bfb\u6c42\u5177\u6709\u811a\u672c\u9009\u9879\u7684\u684c\u9762\u89e3\u51b3\u65b9\u6848\u7684\u4e13\u4e1a\u4eba\u58eb<\/li>\n<\/ul>\n\n\n\n<p>\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9: www.bluemarblegeo.com<\/li>\n\n\n\n<li>\u8138\u4e66\uff1a www.facebook.com\/bluemarble.geographics<\/li>\n\n\n\n<li>Instagram\uff1a www.instagram.com\/bluemarblegeo<\/li>\n\n\n\n<li>LinkedIn\uff1a www.linkedin.com\/company\/blue-marble-geographics<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"180\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Trimble.png\" alt=\"\" class=\"wp-image-179541\" style=\"width:182px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Trimble.png 180w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Trimble-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Trimble-12x12.png 12w\" sizes=\"(max-width: 180px) 100vw, 180px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. Trimble eCognition<\/h2>\n\n\n\n<p>Trimble eCognition \u662f\u4e00\u6b3e\u5148\u8fdb\u7684\u57fa\u4e8e\u5bf9\u8c61\u7684\u56fe\u50cf\u5206\u6790 (OBIA) \u8f6f\u4ef6\uff0c\u65e8\u5728\u4ece\u536b\u661f\u56fe\u50cf\uff08\u5305\u62ec Landsat \u6570\u636e\uff09\u4e2d\u63d0\u53d6\u6709\u610f\u4e49\u7684\u4fe1\u606f\u3002\u8be5\u5e73\u53f0\u5141\u8bb8\u7528\u6237\u4f7f\u7528\u57fa\u4e8e\u89c4\u5219\u7684\u5206\u7c7b\u3001\u5206\u5272\u548c\u53d8\u5316\u68c0\u6d4b\u6280\u672f\u6765\u5904\u7406\u548c\u5206\u6790\u591a\u6e90\u6805\u683c\u6570\u636e\u3002eCognition \u652f\u6301\u96c6\u6210\u5149\u8c31\u3001\u7a7a\u95f4\u548c\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u4ee5\u6267\u884c\u8be6\u7ec6\u7684\u6d4b\u7ed8\u548c\u76d1\u6d4b\u4efb\u52a1\u3002\u5176\u81ea\u52a8\u5316\u7684\u5de5\u4f5c\u6d41\u7a0b\u529f\u80fd\u4f7f\u5176\u9002\u7528\u4e8e\u5927\u578b\u6570\u636e\u96c6\u548c\u91cd\u590d\u5206\u6790\u3002\u7531\u4e8e\u652f\u6301\u811a\u672c\u548c\u6a21\u578b\u5f00\u53d1\uff0c\u8be5\u5de5\u5177\u975e\u5e38\u9002\u5408\u57fa\u4e8e\u50cf\u7d20\u7684\u65b9\u6cd5\u4e0d\u8db3\u4e14\u9700\u8981\u66f4\u7ed3\u6784\u5316\u7684\u5206\u6790\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u4e8e\u5bf9\u8c61\u7684 Landsat \u5f71\u50cf\u5206\u7c7b\u548c\u5206\u5272<\/li>\n\n\n\n<li>\u652f\u6301\u591a\u6e90\u6805\u683c\u6570\u636e\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790<\/li>\n\n\n\n<li>\u57fa\u4e8e\u89c4\u5219\u7684\u53ef\u91cd\u590d\u5de5\u4f5c\u6d41\u7a0b\u81ea\u52a8\u5316<\/li>\n\n\n\n<li>\u5728\u4e00\u4e2a\u73af\u5883\u4e2d\u96c6\u6210\u5149\u8c31\u548c\u7a7a\u95f4\u6570\u636e<\/li>\n\n\n\n<li>\u901a\u8fc7\u811a\u672c\u652f\u6301\u8fdb\u884c\u81ea\u5b9a\u4e49\u6a21\u578b\u5f00\u53d1<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u8981\u8be6\u7ec6\u57fa\u4e8e\u5bf9\u8c61\u7684\u5206\u6790\u7684\u9065\u611f\u4e13\u4e1a\u4eba\u5458<\/li>\n\n\n\n<li>\u8fdb\u884c\u571f\u5730\u5229\u7528\u548c\u571f\u5730\u8986\u76d6\u5206\u7c7b\u7684\u5206\u6790\u5e08<\/li>\n\n\n\n<li>\u5229\u7528 Landsat \u8fdb\u884c\u53d8\u5316\u68c0\u6d4b\u7684\u7814\u7a76\u4eba\u5458<\/li>\n\n\n\n<li>\u7528\u6237\u81ea\u52a8\u5316\u5927\u89c4\u6a21\u536b\u661f\u56fe\u50cf\u5de5\u4f5c\u6d41\u7a0b<\/li>\n<\/ul>\n\n\n\n<p>\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1ageospatial.trimble.com<\/li>\n\n\n\n<li>LinkedIn\uff1a www.linkedin.com\/showcase\/trimble-geospatial<\/li>\n\n\n\n<li>Instagram\uff1a www.instagram.com\/trimblegeospatial<\/li>\n\n\n\n<li>Facebook\uff1awww.facebook.com\/TrimbleSurvey<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"361\" height=\"361\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/NOAA-Digital-Coast.jpg\" alt=\"\" class=\"wp-image-179542\" style=\"width:180px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/NOAA-Digital-Coast.jpg 361w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/NOAA-Digital-Coast-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/NOAA-Digital-Coast-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/NOAA-Digital-Coast-12x12.jpg 12w\" sizes=\"(max-width: 361px) 100vw, 361px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">11. NOAA\u6570\u5b57\u6d77\u5cb8\u6570\u636e\u67e5\u770b\u5668<\/h2>\n\n\n\n<p>NOAA \u6570\u5b57\u6d77\u5cb8\u6570\u636e\u67e5\u770b\u5668\u662f\u4e00\u4e2a\u5728\u7ebf\u5e73\u53f0\uff0c\u63d0\u4f9b\u5bf9\u6d77\u5cb8\u5730\u7406\u7a7a\u95f4\u6570\u636e\u7684\u8bbf\u95ee\uff0c\u5305\u62ec\u90e8\u5206 Landsat \u5f71\u50cf\u3002\u867d\u7136\u8be5\u5de5\u5177\u4e3b\u8981\u5173\u6ce8\u6cbf\u6d77\u548c\u6d77\u6d0b\u73af\u5883\uff0c\u4f46\u4e5f\u5141\u8bb8\u7528\u6237\u6d4f\u89c8\u548c\u4e0b\u8f7d\u4e0e\u6d77\u5cb8\u7ebf\u53d8\u5316\u3001\u571f\u5730\u8986\u76d6\u3001\u6d77\u62d4\u548c\u6816\u606f\u5730\u76f8\u5173\u7684\u6570\u636e\u96c6\u3002\u7528\u6237\u53ef\u4ee5\u53e0\u52a0\u591a\u4e2a\u6570\u636e\u5c42\u3001\u5e94\u7528\u8fc7\u6ee4\u5668\uff0c\u5e76\u53ef\u89c6\u5316\u6d77\u5cb8\u7ebf\u7684\u65f6\u95f4\u53d8\u5316\u3002&nbsp;<\/p>\n\n\n\n<p>\u867d\u7136\u5b83\u4e0d\u662f Landsat \u4e13\u7528\u5de5\u5177\uff0c\u4f46\u5b83\u5305\u542b\u57fa\u4e8e Landsat \u7684\u5386\u53f2\u571f\u5730\u8986\u76d6\u6570\u636e\u96c6\uff0c\u53ef\u7528\u4e8e\u6cbf\u6d77\u5730\u533a\u7684\u957f\u671f\u73af\u5883\u5206\u6790\u548c\u89c4\u5212\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6765\u81ea Landsat \u5f71\u50cf\u7684\u6cbf\u6d77\u571f\u5730\u8986\u76d6\u6570\u636e<\/li>\n\n\n\n<li>\u5177\u6709\u56fe\u5c42\u53e0\u52a0\u548c\u8fc7\u6ee4\u529f\u80fd\u7684\u4ea4\u4e92\u5f0f\u67e5\u770b\u5668<\/li>\n\n\n\n<li>\u53ef\u7528\u7684\u6d77\u5cb8\u7ebf\u53d8\u5316\u548c\u9ad8\u7a0b\u6570\u636e\u96c6<\/li>\n\n\n\n<li>\u4e0b\u8f7d\u9009\u5b9a\u5730\u7406\u7a7a\u95f4\u6570\u636e\u96c6\u7684\u9009\u9879<\/li>\n\n\n\n<li>\u67e5\u770b\u957f\u671f\u6cbf\u6d77\u8d8b\u52bf\u7684\u5de5\u5177<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6d77\u5cb8\u89c4\u5212\u4eba\u5458\u548c\u8d44\u6e90\u7ba1\u7406\u8005<\/li>\n\n\n\n<li>\u7814\u7a76\u6d77\u5cb8\u7ebf\u548c\u6816\u606f\u5730\u53d8\u5316\u7684\u73af\u5883\u79d1\u5b66\u5bb6<\/li>\n\n\n\n<li>\u7814\u7a76\u9646\u5730-\u6c34\u754c\u9762\u5e26\u7684\u7814\u7a76\u4eba\u5458<\/li>\n\n\n\n<li>\u4e13\u6ce8\u4e8e\u5c06 Landsat \u6570\u636e\u5e94\u7528\u4e8e\u6cbf\u6d77\u5206\u6790\u7684\u7528\u6237<\/li>\n<\/ul>\n\n\n\n<p>\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1acoast.noaa.gov<\/li>\n\n\n\n<li>Facebook\uff1a www.facebook.com\/NOAADigitalCoast<\/li>\n\n\n\n<li>Instagram\uff1a www.instagram.com\/NOAADigitalCoast<\/li>\n\n\n\n<li>Twitter: x.com\/NOAADigCoast<\/li>\n\n\n\n<li>\u9886\u82f1: www.linkedin.com\/showcase\/noaa-coastal-management<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/PolSARPro.png\" alt=\"\" class=\"wp-image-179543\" style=\"width:173px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/PolSARPro.png 200w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/PolSARPro-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/PolSARPro-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">12. PolSARPro<\/h2>\n\n\n\n<p>PolSARPro\uff08\u6781\u5316\u5408\u6210\u5b54\u5f84\u96f7\u8fbe\u5904\u7406\u548c\u6559\u80b2\u5de5\u5177\uff09\u662f\u7531\u6b27\u7a7a\u5c40\u5f00\u53d1\u7684\u4e00\u6b3e\u4e13\u7528\u8f6f\u4ef6\uff0c\u7528\u4e8e\u5904\u7406\u548c\u5206\u6790\u6781\u5316\u5408\u6210\u5b54\u5f84\u96f7\u8fbe (PolSAR) \u6570\u636e\u3002\u867d\u7136\u5b83\u4e13\u6ce8\u4e8e\u96f7\u8fbe\u5f71\u50cf\u800c\u975e\u50cf Landsat \u90a3\u6837\u7684\u5149\u5b66\u6570\u636e\uff0c\u4f46\u5b83\u652f\u6301\u4e0e\u591a\u5149\u8c31\u6570\u636e\u96c6\u96c6\u6210\u4ee5\u8fdb\u884c\u5168\u9762\u5206\u6790\u3002\u8be5\u5de5\u5177\u5305\u542b\u6570\u636e\u6821\u51c6\u3001\u5206\u89e3\u3001\u5206\u7c7b\u4ee5\u53ca\u6781\u5316\u7279\u5f81\u53ef\u89c6\u5316\u7b49\u529f\u80fd\u3002&nbsp;<\/p>\n\n\n\n<p>PolSARPro \u5e7f\u6cdb\u7528\u4e8e\u7814\u7a76\u548c\u6559\u80b2\u76ee\u7684\uff0c\u63d0\u4f9b\u8be6\u7ec6\u7684\u7b97\u6cd5\u548c\u5de5\u4f5c\u6d41\u7a0b\uff0c\u7528\u4e8e\u7406\u89e3\u590d\u6742\u7684\u96f7\u8fbe\u4fe1\u53f7\u4e0e\u5730\u7403\u8868\u9762\u7684\u76f8\u4e92\u4f5c\u7528\u3002\u5b83\u901a\u8fc7\u63d0\u4f9b\u989d\u5916\u7684\u6570\u636e\u5c42\u548c\u6d1e\u5bdf\uff0c\u4f5c\u4e3a\u5149\u5b66\u536b\u661f\u5206\u6790\u7684\u8865\u5145\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e13\u6ce8\u4e8e\u6781\u5316SAR\u6570\u636e\u5904\u7406<\/li>\n\n\n\n<li>\u5305\u62ec\u6821\u51c6\u3001\u5206\u89e3\u548c\u5206\u7c7b\u5de5\u5177<\/li>\n\n\n\n<li>\u652f\u6301\u4e0e Landsat \u7b49\u591a\u5149\u8c31\u5f71\u50cf\u7684\u96c6\u6210<\/li>\n\n\n\n<li>\u4e3a\u7814\u7a76\u548c\u6559\u80b2\u8bbe\u8ba1\u7684\u8be6\u7ec6\u7b97\u6cd5<\/li>\n\n\n\n<li>\u5f00\u6e90\uff0c\u5177\u6709\u4e30\u5bcc\u7684\u6587\u6863\u548c\u793e\u533a\u652f\u6301<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e13\u6ce8\u4e8e\u96f7\u8fbe\u548c\u591a\u5149\u8c31\u6570\u636e\u7684\u9065\u611f\u7814\u7a76\u4eba\u5458<\/li>\n\n\n\n<li>\u79d1\u5b66\u5bb6\u5229\u7528\u5408\u6210\u5b54\u5f84\u96f7\u8fbe\u548c\u5149\u5b66\u56fe\u50cf\u5206\u6790\u571f\u5730\u8986\u76d6<\/li>\n\n\n\n<li>\u6559\u6388\u5148\u8fdb\u536b\u661f\u6570\u636e\u5904\u7406\u6280\u672f\u7684\u6559\u80b2\u5de5\u4f5c\u8005<\/li>\n\n\n\n<li>\u9700\u8981\u8be6\u7ec6\u6781\u5316\u5206\u6790\u4ee5\u53ca Landsat \u6570\u636e\u7684\u7528\u6237<\/li>\n<\/ul>\n\n\n\n<p>\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u5740\uff1aearth.esa.int\/eogateway\/tools\/polsarpro<\/li>\n\n\n\n<li>\u8138\u4e66\uff1awww.facebook.com\/EuropeanSpaceAgency<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/ESA_EarthOnline<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"682\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/geemap.png\" alt=\"\" class=\"wp-image-179544\" style=\"width:175px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/geemap.png 683w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/geemap-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/geemap-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/geemap-12x12.png 12w\" sizes=\"(max-width: 683px) 100vw, 683px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">13. Geemap<\/h2>\n\n\n\n<p>Geemap \u662f\u4e00\u4e2a\u5f00\u6e90 Python \u8f6f\u4ef6\u5305\uff0c\u65e8\u5728\u65b9\u4fbf\u7528\u6237\u4f7f\u7528 Google Earth Engine \u5bf9\u5730\u7403\u89c2\u6d4b\u6570\u636e\uff08\u5305\u62ec Landsat \u5f71\u50cf\uff09\u8fdb\u884c\u4ea4\u4e92\u5f0f\u5236\u56fe\u548c\u5206\u6790\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u6237\u53cb\u597d\u7684\u754c\u9762\uff0c\u53ea\u9700\u6781\u5c11\u7684\u4ee3\u7801\u5373\u53ef\u53ef\u89c6\u5316\u548c\u5904\u7406\u536b\u661f\u6570\u636e\uff0c\u5e76\u5c06 Google Earth Engine \u7684\u6d77\u91cf\u6570\u636e\u76ee\u5f55\u4e0e Python \u7684\u5206\u6790\u529f\u80fd\u76f8\u7ed3\u5408\u3002\u7528\u6237\u53ef\u4ee5\u521b\u5efa\u52a8\u6001\u5730\u56fe\u3001\u5e94\u7528\u690d\u88ab\u6307\u6570\u3001\u8fdb\u884c\u53d8\u5316\u68c0\u6d4b\u4ee5\u53ca\u751f\u6210\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u3002&nbsp;<\/p>\n\n\n\n<p>Geemap \u652f\u6301\u4ee5\u591a\u79cd\u683c\u5f0f\u5bfc\u51fa\u7ed3\u679c\uff0c\u5e76\u4e0e Jupyter Notebooks \u826f\u597d\u96c6\u6210\uff0c\u9002\u7528\u4e8e\u6559\u80b2\u3001\u7814\u7a76\u548c\u8fd0\u8425\u76ee\u7684\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u4e8e Python \u7684 Landsat \u548c\u5176\u4ed6\u536b\u661f\u6570\u636e\u7684\u4ea4\u4e92\u5f0f\u5730\u56fe\u7ed8\u5236<\/li>\n\n\n\n<li>\u8bbf\u95ee Google Earth Engine \u7684\u5e7f\u6cdb\u6570\u636e\u76ee\u5f55<\/li>\n\n\n\n<li>NDVI\u3001\u53d8\u5316\u68c0\u6d4b\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u5de5\u5177<\/li>\n\n\n\n<li>\u4e0e Jupyter Notebook \u517c\u5bb9\uff0c\u53ef\u8f7b\u677e\u5b9e\u73b0\u53ef\u89c6\u5316<\/li>\n\n\n\n<li>\u652f\u6301\u591a\u79cd\u683c\u5f0f\u7684\u5730\u56fe\u548c\u5206\u6790\u7ed3\u679c\u5bfc\u51fa<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528 Python \u5904\u7406 Landsat \u6570\u636e\u7684\u7814\u7a76\u4eba\u5458\u548c\u6559\u80b2\u5de5\u4f5c\u8005<\/li>\n\n\n\n<li>\u9700\u8981\u53ef\u5b9a\u5236 Earth Engine \u8bbf\u95ee\u6743\u9650\u7684 GIS \u4e13\u4e1a\u4eba\u5458<\/li>\n\n\n\n<li>\u6570\u636e\u79d1\u5b66\u5bb6\u5c06\u536b\u661f\u6570\u636e\u4e0e\u5176\u4ed6\u6570\u636e\u96c6\u76f8\u7ed3\u5408<\/li>\n\n\n\n<li>\u5728\u7f16\u7801\u73af\u5883\u4e2d\u5bfb\u6c42\u4ea4\u4e92\u5f0f\u6620\u5c04\u7684\u7528\u6237<\/li>\n<\/ul>\n\n\n\n<p>\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1ageemap.org<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/giswqs<\/li>\n\n\n\n<li>\u9886\u82f1: www.linkedin.com\/in\/giswqs<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Sentinel-Hub-1.png\" alt=\"\" class=\"wp-image-179545\" style=\"width:170px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Sentinel-Hub-1.png 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Sentinel-Hub-1-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Sentinel-Hub-1-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Sentinel-Hub-1-12x12.png 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">14. Sentinel Hub API<\/h2>\n\n\n\n<p>Sentinel Hub API \u662f\u4e00\u9879\u57fa\u4e8e\u4e91\u7684\u670d\u52a1\uff0c\u901a\u8fc7\u53ef\u7f16\u7a0b\u7684 Web \u670d\u52a1\u63d0\u4f9b\u5bf9\u536b\u661f\u5f71\u50cf\uff08\u5305\u62ec Landsat \u6570\u636e\uff09\u7684\u7b80\u5316\u8bbf\u95ee\u3002\u8be5 API \u5141\u8bb8\u7528\u6237\u6309\u9700\u641c\u7d22\u3001\u68c0\u7d22\u548c\u5904\u7406\u591a\u5149\u8c31\u5f71\u50cf\uff0c\u5e76\u652f\u6301\u81ea\u5b9a\u4e49\u53ef\u89c6\u5316\u3001\u5149\u8c31\u6307\u6570\u4ee5\u53ca\u6765\u81ea\u591a\u4e2a\u536b\u661f\u6e90\u7684\u6570\u636e\u878d\u5408\u3002\u5b83\u5141\u8bb8\u4e0e GIS \u5e73\u53f0\u3001Web \u5e94\u7528\u7a0b\u5e8f\u548c\u6570\u636e\u79d1\u5b66\u5de5\u4f5c\u6d41\u7a0b\u96c6\u6210\u3002&nbsp;<\/p>\n\n\n\n<p>Sentinel Hub \u901a\u8fc7\u4e91\u5904\u7406\u9ad8\u6548\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\uff0c\u51cf\u5c11\u5bf9\u672c\u5730\u5b58\u50a8\u548c\u8ba1\u7b97\u7684\u9700\u6c42\u3002\u8be5\u5e73\u53f0\u652f\u6301\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u3001\u53d8\u5316\u68c0\u6d4b\uff0c\u5e76\u80fd\u4ee5\u591a\u79cd\u683c\u5f0f\u63d0\u4f9b\u6570\u636e\uff0c\u65b9\u4fbf\u8fdb\u4e00\u6b65\u5206\u6790\u6216\u53ef\u89c6\u5316\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6309\u9700\u8bbf\u95ee Landsat \u548c\u5176\u4ed6\u536b\u661f\u56fe\u50cf<\/li>\n\n\n\n<li>\u4e91\u5904\u7406\u53ef\u5b9e\u73b0\u5feb\u901f\u3001\u53ef\u6269\u5c55\u7684\u6570\u636e\u5904\u7406<\/li>\n\n\n\n<li>\u53ef\u5b9a\u5236\u7684\u5149\u8c31\u6307\u6570\u548c\u56fe\u50cf\u53ef\u89c6\u5316<\/li>\n\n\n\n<li>\u4e0e GIS\u3001Web \u5e94\u7528\u7a0b\u5e8f\u548c\u6570\u636e\u79d1\u5b66\u5de5\u5177\u96c6\u6210<\/li>\n\n\n\n<li>\u652f\u6301\u65f6\u95f4\u5e8f\u5217\u548c\u53d8\u5316\u68c0\u6d4b\u5206\u6790<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f00\u53d1\u4eba\u5458\u4f7f\u7528 Landsat \u548c\u591a\u5149\u8c31\u6570\u636e\u6784\u5efa\u5e94\u7528\u7a0b\u5e8f<\/li>\n\n\n\n<li>\u7814\u7a76\u4eba\u5458\u9700\u8981\u53ef\u6269\u5c55\u7684\u57fa\u4e8e\u4e91\u7684\u56fe\u50cf\u5904\u7406<\/li>\n\n\n\n<li>\u9700\u8981\u4e0e\u73b0\u6709\u5de5\u4f5c\u6d41\u7a0b\u96c6\u6210\u7684 GIS \u4e13\u4e1a\u4eba\u5458<\/li>\n\n\n\n<li>\u4ece\u4e8b\u536b\u661f\u65f6\u95f4\u5e8f\u5217\u548c\u5206\u6790\u7684\u6570\u636e\u79d1\u5b66\u5bb6<\/li>\n<\/ul>\n\n\n\n<p>\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9: www.sentinel-hub.com<\/li>\n\n\n\n<li>\u5730\u5740: Cvetkova ulica 29, SI-1000 \u5362\u5e03\u5c14\u96c5\u90a3, \u65af\u6d1b\u6587\u5c3c\u4e9a<\/li>\n\n\n\n<li>\u7535\u8bdd:+386 (0) 1 320-61-50<\/li>\n\n\n\n<li>\u7535\u5b50\u90ae\u4ef6: info@sentinel-hub.com<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/sentinel_hub<\/li>\n\n\n\n<li>LinkedIn: www.linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n<li>\u8138\u4e66\uff1a www.facebook.com\/sentinelhub.by.planetlabs<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"336\" height=\"336\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/OpenAerialMap.png\" alt=\"\" class=\"wp-image-179546\" style=\"width:172px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/OpenAerialMap.png 336w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/OpenAerialMap-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/OpenAerialMap-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/OpenAerialMap-12x12.png 12w\" sizes=\"(max-width: 336px) 100vw, 336px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">15. OpenAerialMap<\/h2>\n\n\n\n<p>OpenAerialMap \u662f\u4e00\u4e2a\u5f00\u6e90\u5e73\u53f0\uff0c\u6c47\u96c6\u4e86\u6765\u81ea\u4e0d\u540c\u6765\u6e90\uff08\u5305\u62ec Landsat \u7b49\u536b\u661f\u6570\u636e\uff09\u7684\u516c\u5f00\u6388\u6743\u822a\u62cd\u56fe\u50cf\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u6237\u53cb\u597d\u7684\u5730\u56fe\u754c\u9762\uff0c\u7528\u4e8e\u641c\u7d22\u3001\u9884\u89c8\u548c\u4e0b\u8f7d\u5168\u7403\u9ad8\u5206\u8fa8\u7387\u822a\u62cd\u56fe\u50cf\u548c\u536b\u661f\u56fe\u50cf\u3002\u8be5\u5e73\u53f0\u652f\u6301\u793e\u533a\u8d21\u732e\uff0c\u9f13\u52b1\u5206\u4eab\u7528\u4e8e\u4eba\u9053\u4e3b\u4e49\u3001\u73af\u5883\u548c\u7814\u7a76\u5e94\u7528\u7684\u6700\u65b0\u56fe\u50cf\u3002&nbsp;<\/p>\n\n\n\n<p>OpenAerialMap \u4e3b\u8981\u4e13\u6ce8\u4e8e\u822a\u7a7a\u5f71\u50cf\uff0c\u4f46\u5b83\u4e5f\u901a\u8fc7\u63d0\u4f9b\u66f4\u9ad8\u5206\u8fa8\u7387\u7684\u672c\u5730\u5316\u5206\u6790\u9009\u9879\u6765\u8865\u5145 Landsat \u6570\u636e\u3002\u8be5\u5de5\u5177\u652f\u6301\u4ee5\u6807\u51c6\u5730\u7406\u7a7a\u95f4\u683c\u5f0f\u5bfc\u51fa\u6570\u636e\uff0c\u5e76\u4e0e API \u96c6\u6210\uff0c\u4ee5\u65b9\u4fbf\u7f16\u7a0b\u8bbf\u95ee\u548c\u81ea\u5b9a\u4e49\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u805a\u5408\u516c\u5f00\u8bb8\u53ef\u7684\u822a\u7a7a\u548c\u536b\u661f\u56fe\u50cf<\/li>\n\n\n\n<li>\u7528\u6237\u53cb\u597d\u7684\u5730\u56fe\u754c\u9762\uff0c\u65b9\u4fbf\u6d4f\u89c8\u548c\u4e0b\u8f7d\u6570\u636e<\/li>\n\n\n\n<li>\u652f\u6301\u793e\u533a\u8d21\u732e\u548c\u66f4\u65b0\u56fe\u50cf\u4e0a\u4f20<\/li>\n\n\n\n<li>\u6570\u636e\u53ef\u5bfc\u51fa\u4e3a\u5e38\u89c1\u7684 GIS \u683c\u5f0f<\/li>\n\n\n\n<li>\u7528\u4e8e\u4e0e\u5916\u90e8\u5e94\u7528\u7a0b\u5e8f\u96c6\u6210\u7684 API \u8bbf\u95ee<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u8981\u6700\u65b0\u3001\u516c\u5f00\u56fe\u50cf\u7684\u4eba\u9053\u4e3b\u4e49\u7ec4\u7ec7<\/li>\n\n\n\n<li>\u9700\u8981\u8bbf\u95ee\u5404\u79cd\u7a7a\u95f4\u6570\u636e\u96c6\u7684\u7814\u7a76\u4eba\u5458<\/li>\n\n\n\n<li>\u7ed3\u5408\u822a\u7a7a\u548c\u536b\u661f\u6570\u636e\u7684\u73af\u5883\u5206\u6790\u5e08<\/li>\n\n\n\n<li>\u4f7f\u7528\u5f00\u653e\u6570\u636e\u6e90\u7684\u5f00\u53d1\u4eba\u5458\u548c GIS \u4e13\u4e1a\u4eba\u5458<\/li>\n<\/ul>\n\n\n\n<p>\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aopenaerialmap.org<\/li>\n\n\n\n<li>\u7535\u5b50\u90ae\u4ef6: info@openaerialmap.org<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bba<\/h2>\n\n\n\n<p>\u5f97\u76ca\u4e8e\u5404\u79cd\u9488\u5bf9\u4e0d\u540c\u9700\u6c42\u548c\u4e13\u4e1a\u6c34\u5e73\u800c\u8bbe\u8ba1\u7684\u5de5\u5177\uff0c\u8bbf\u95ee\u548c\u5206\u6790 Landsat \u5f71\u50cf\u53d8\u5f97\u66f4\u52a0\u4fbf\u6377\u3002\u4ece\u63d0\u4f9b\u53ef\u6269\u5c55\u5904\u7406\u548c AI \u9a71\u52a8\u5206\u6790\u7684 Sentinel Hub \u548c FlyPix \u7b49\u57fa\u4e8e\u4e91\u7684\u5e73\u53f0\uff0c\u5230\u63d0\u4f9b\u9ad8\u7ea7\u5b9a\u5236\u548c\u7cbe\u7ec6\u5f71\u50cf\u5904\u7406\u7684 GRASS GIS \u548c SAGA GIS \u7b49\u5f00\u6e90 GIS \u5e94\u7528\u7a0b\u5e8f\uff0c\u51e0\u4e4e\u6bcf\u4e2a\u7528\u6237\u90fd\u80fd\u627e\u5230\u5408\u9002\u7684\u89e3\u51b3\u65b9\u6848\u3002&nbsp;<\/p>\n\n\n\n<p>Worldview \u548c Atlas \u7b49\u5de5\u5177\u7b80\u5316\u4e86\u5386\u53f2\u6570\u636e\u7684\u53ef\u89c6\u5316\u548c\u63a2\u7d22\uff0c\u800c Trimble eCognition \u548c PolSARPro \u7b49\u8f6f\u4ef6\u5219\u652f\u6301\u4e13\u95e8\u7684\u5206\u6790\u6280\u672f\u3002\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u53d6\u51b3\u4e8e\u5177\u4f53\u76ee\u6807\u2014\u2014\u65e0\u8bba\u662f\u5feb\u901f\u53ef\u89c6\u5316\u3001\u6df1\u5ea6\u5206\u7c7b\uff0c\u8fd8\u662f\u96c6\u6210\u5230\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u3002\u901a\u8fc7\u6709\u6548\u5229\u7528\u8fd9\u4e9b\u5de5\u5177\uff0c\u7814\u7a76\u4eba\u5458\u3001\u89c4\u5212\u4eba\u5458\u548c\u5206\u6790\u5e08\u53ef\u4ee5\u5145\u5206\u53d1\u6325 Landsat \u6570\u636e\u5728\u73af\u5883\u76d1\u6d4b\u3001\u57ce\u5e02\u89c4\u5212\u548c\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u6f5c\u529b\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Landsat imagery has become a cornerstone in environmental monitoring, land-use planning, and scientific research. Thanks to decades of freely available satellite data, professionals and researchers can track changes on Earth\u2019s surface with remarkable detail. But to make the most of this data, you need the right tools. In this article, we\u2019ll look at the most [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":179537,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-179536","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Best Tools for Accessing and Analyzing Landsat Imagery - Flypix<\/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:\/\/flypix.ai\/zh\/landsat-imagery-tools\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Tools for Accessing and Analyzing Landsat Imagery - Flypix\" \/>\n<meta property=\"og:description\" content=\"Landsat imagery has become a cornerstone in environmental monitoring, land-use planning, and scientific research. Thanks to decades of freely available satellite data, professionals and researchers can track changes on Earth\u2019s surface with remarkable detail. But to make the most of this data, you need the right tools. 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