{"id":170471,"date":"2024-11-01T17:19:57","date_gmt":"2024-11-01T17:19:57","guid":{"rendered":"https:\/\/flypix.ai\/?p=170471"},"modified":"2024-11-01T17:19:58","modified_gmt":"2024-11-01T17:19:58","slug":"google-earth-engine-alternatives","status":"publish","type":"post","link":"https:\/\/flypix.ai\/zh\/google-earth-engine-alternatives\/","title":{"rendered":"Google Earth Engine \u7684\u66ff\u4ee3\u65b9\u6848\uff1a\u8be6\u7ec6\u6982\u8ff0\u00a0"},"content":{"rendered":"<p>Google Earth Engine (GEE) \u5e7f\u6cdb\u7528\u4e8e\u536b\u661f\u6570\u636e\u5206\u6790\u548c\u76d1\u6d4b\u73af\u5883\u53d8\u5316\u3002\u4f46\u662f\uff0c\u5bf9\u4e8e\u7531\u4e8e\u6210\u672c\u3001\u8bb8\u53ef\u9650\u5236\u6216\u9700\u8981\u66f4\u5f3a\u7684\u6570\u636e\u63a7\u5236\u800c\u9700\u8981\u66ff\u4ee3\u89e3\u51b3\u65b9\u6848\u7684\u4efb\u52a1\uff0c\u8fd8\u6709\u5176\u4ed6\u5e73\u53f0\u53ef\u4ee5\u63d0\u4f9b\u7c7b\u4f3c\u6216\u9644\u52a0\u529f\u80fd\u3002\u5728\u672c\u6982\u8ff0\u4e2d\uff0c\u6211\u4eec\u5c06\u63a2\u8ba8 Google Earth Engine 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class=\"wp-block-heading\">\u4e00\u822c\u6982\u5ff5\uff1a\u5b83\u662f\u4ec0\u4e48\u4ee5\u53ca\u5b83\u5982\u4f55\u8fd0\u4f5c<\/h2>\n\n\n\n<p>\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5206\u6790\u5e73\u53f0\uff08\u4f8b\u5982 Google Earth Engine \u53ca\u5176\u66ff\u4ee3\u54c1\uff09\u63d0\u4f9b\u5bf9\u536b\u661f\u56fe\u50cf\u7684\u8bbf\u95ee\u4ee5\u53ca\u7528\u4e8e\u5206\u6790\u536b\u661f\u56fe\u50cf\u7684\u5de5\u5177\u3002\u8fd9\u4e9b\u5e73\u53f0\u5141\u8bb8\u6267\u884c\u4ee5\u4e0b\u4efb\u52a1\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5927\u6570\u636e\u5904\u7406<\/h3>\n\n\n\n<p>\u536b\u661f\u56fe\u50cf\u751f\u6210\u5927\u91cf\u6570\u636e\uff0c\u53ef\u7528\u4e8e\u5206\u6790\u5730\u7403\u8868\u9762\u7684\u53d8\u5316\uff0c\u5305\u62ec\u690d\u88ab\u53d8\u5316\u3001\u57ce\u5e02\u5316\u76d1\u6d4b\u548c\u707e\u5bb3\u8bc4\u4f30\u3002\u8fd9\u4e9b\u6570\u636e\u5bf9\u4e8e\u4e86\u89e3\u6a21\u5f0f\u3001\u9884\u6d4b\u672a\u6765\u8d8b\u52bf\u4ee5\u53ca\u5728\u57ce\u5e02\u89c4\u5212\u3001\u519c\u4e1a\u548c\u73af\u5883\u4fdd\u62a4\u7b49\u9886\u57df\u505a\u51fa\u660e\u667a\u7684\u51b3\u7b56\u81f3\u5173\u91cd\u8981\u3002\u5904\u7406\u548c\u5206\u6790\u5982\u6b64\u5e9e\u5927\u7684\u6570\u636e\u96c6\u7684\u80fd\u529b\u63d0\u4f9b\u4e86\u4ee5\u524d\u65e0\u6cd5\u83b7\u5f97\u7684\u6d1e\u5bdf\u529b\uff0c\u6709\u52a9\u4e8e\u4e3b\u52a8\u7ba1\u7406\u81ea\u7136\u8d44\u6e90\u548c\u5e94\u5bf9\u707e\u5bb3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u50cf\u7d20\u7ea7\u5206\u6790<\/h3>\n\n\n\n<p>\u5e73\u53f0\u4f7f\u7528\u56fe\u50cf\u5904\u7406\u7b97\u6cd5\u5bf9\u56fe\u50cf\u7684\u6bcf\u4e2a\u90e8\u5206\u8fdb\u884c\u8be6\u7ec6\u5206\u6790\uff0c\u8fd9\u5bf9\u519c\u4e1a\u3001\u6797\u4e1a\u548c\u73af\u5883\u76d1\u6d4b\u975e\u5e38\u6709\u7528\u3002\u50cf\u7d20\u7ea7\u5206\u6790\u6709\u52a9\u4e8e\u8bc6\u522b\u7279\u5b9a\u4f5c\u7269\u7684\u5065\u5eb7\u95ee\u9898\u3001\u8ddf\u8e2a\u68ee\u6797\u780d\u4f10\u6d3b\u52a8\u548c\u76d1\u6d4b\u751f\u7269\u591a\u6837\u6027\u3002\u901a\u8fc7\u5206\u6790\u5355\u4e2a\u50cf\u7d20\uff0c\u7528\u6237\u53ef\u4ee5\u83b7\u5f97\u9ad8\u5ea6\u672c\u5730\u5316\u7684\u89c1\u89e3\uff0c\u53ef\u7528\u4e8e\u91c7\u53d6\u6709\u9488\u5bf9\u6027\u7684\u884c\u52a8\uff0c\u4f8b\u5982\u4f18\u5316\u704c\u6e89\u6216\u51cf\u8f7b\u73af\u5883\u7834\u574f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e91\u8ba1\u7b97<\/h3>\n\n\n\n<p>\u5305\u62ec Google Earth Engine \u5728\u5185\u7684\u8bb8\u591a\u5e73\u53f0\u90fd\u5728\u4e91\u7aef\u8fd0\u884c\uff0c\u4ece\u800c\u964d\u4f4e\u4e86\u5bf9\u7528\u6237\u8ba1\u7b97\u8d44\u6e90\u7684\u8981\u6c42\uff0c\u751a\u81f3\u5141\u8bb8\u5728\u666e\u901a\u8ba1\u7b97\u673a\u4e0a\u8fdb\u884c\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u3002\u4e91\u8ba1\u7b97\u8fd8\u4fc3\u8fdb\u4e86\u534f\u4f5c\uff0c\u56e0\u4e3a\u591a\u4e2a\u7528\u6237\u53ef\u4ee5\u8bbf\u95ee\u548c\u5904\u7406\u76f8\u540c\u7684\u6570\u636e\u96c6\uff0c\u800c\u65e0\u9700\u5f3a\u5927\u7684\u672c\u5730\u786c\u4ef6\u3002\u8fd9\u79cd\u65b9\u6cd5\u5927\u5927\u63d0\u9ad8\u4e86\u7814\u7a76\u4eba\u5458\u548c\u5206\u6790\u5e08\u65e0\u8bba\u8eab\u5904\u4f55\u5730\u90fd\u80fd\u534f\u540c\u5de5\u4f5c\u7684\u80fd\u529b\uff0c\u4ece\u800c\u4fc3\u8fdb\u4e86\u5e94\u5bf9\u73af\u5883\u6311\u6218\u7684\u5168\u7403\u5408\u4f5c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f00\u53d1\u4eba\u5458\u754c\u9762<\/h3>\n\n\n\n<p>\u901a\u8fc7 API\uff08\u5e94\u7528\u7a0b\u5e8f\u7f16\u7a0b\u63a5\u53e3\uff09\u8bbf\u95ee\uff0c\u5e73\u53f0\u53ef\u4ee5\u4e0e\u5176\u4ed6\u7cfb\u7edf\u96c6\u6210\uff0c\u81ea\u52a8\u8fdb\u884c\u6570\u636e\u5206\u6790\uff0c\u5e76\u5f00\u53d1\u81ea\u5b9a\u4e49\u5e94\u7528\u7a0b\u5e8f\u3002API \u63d0\u4f9b\u4e86\u7075\u6d3b\u6027\uff0c\u4f7f\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u521b\u5efa\u4e13\u95e8\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5c06\u5730\u7406\u7a7a\u95f4\u6570\u636e\u4e0e\u5546\u4e1a\u667a\u80fd\u5de5\u5177\u96c6\u6210\uff0c\u6216\u6784\u5efa\u9488\u5bf9\u7279\u5b9a\u884c\u4e1a\u9700\u6c42\u7684\u7528\u6237\u53cb\u597d\u754c\u9762\u3002\u8fd9\u79cd\u7ea7\u522b\u7684\u96c6\u6210\u5bf9\u4e8e\u5e0c\u671b\u5c06\u5730\u7406\u7a7a\u95f4\u6570\u636e\u7eb3\u5165\u51b3\u7b56\u8fc7\u7a0b\u800c\u65e0\u9700\u6df1\u5165\u6280\u672f\u4e13\u4e1a\u77e5\u8bc6\u7684\u516c\u53f8\u7279\u522b\u6709\u76ca\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6570\u636e\u6765\u6e90\u548c\u8bbf\u95ee<\/h3>\n\n\n\n<p>\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5e73\u53f0\uff08\u4f8b\u5982 Google Earth Engine \u53ca\u5176\u66ff\u4ee3\u54c1\uff09\u63d0\u4f9b\u6765\u81ea\u591a\u4e2a\u6765\u6e90\u7684\u5404\u79cd\u7c7b\u578b\u7684\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u5305\u62ec\u536b\u661f\u56fe\u50cf\u3001\u822a\u62cd\u7167\u7247\u4ee5\u53ca\u6765\u81ea NASA\u3001ESA \u548c NOAA \u7b49\u7ec4\u7ec7\u7684\u73af\u5883\u6570\u636e\u96c6\u3002\u901a\u5e38\uff0c\u6570\u636e\u8de8\u8d8a\u6570\u5341\u5e74\uff0c\u53ef\u7528\u4e8e\u957f\u671f\u76d1\u6d4b\u548c\u8d8b\u52bf\u5206\u6790\u3002\u5927\u591a\u6570\u5e73\u53f0\u8fd8\u63d0\u4f9b\u5bfc\u5165\u81ea\u5b9a\u4e49\u6570\u636e\u7684\u529f\u80fd\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u5c06\u672c\u5730\u6570\u636e\u96c6\u4e0e\u5168\u7403\u536b\u661f\u6570\u636e\u96c6\u6210\u4ee5\u83b7\u5f97\u5b9a\u5236\u89c1\u89e3\u3002\u6b64\u5916\uff0c\u8fd9\u4e9b\u5e73\u53f0\u901a\u5e38\u63d0\u4f9b\u9884\u5904\u7406\u6570\u636e\u96c6\uff0c\u901a\u8fc7\u4e3a\u7279\u5b9a\u5e94\u7528\uff08\u4f8b\u5982\u6c14\u5019\u5efa\u6a21\u6216\u57ce\u5e02\u70ed\u5c9b\u5206\u6790\uff09\u63d0\u4f9b\u73b0\u6210\u7684\u4fe1\u606f\uff0c\u4e3a\u7528\u6237\u8282\u7701\u65f6\u95f4\u548c\u7cbe\u529b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5206\u6790\u548c\u7528\u4f8b\u7684\u7c7b\u578b<\/h3>\n\n\n\n<p>Google Earth Engine \u7684\u66ff\u4ee3\u65b9\u6848\u901a\u5e38\u652f\u6301\u591a\u79cd\u5206\u6790\u65b9\u6cd5\u3002\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u901a\u5e38\u7528\u4e8e\u8ddf\u8e2a\u968f\u65f6\u95f4\u7684\u53d8\u5316\uff0c\u53ef\u7528\u4e8e\u6c14\u5019\u7814\u7a76\u3001\u76d1\u6d4b\u571f\u5730\u5229\u7528\u53d8\u5316\u6216\u68c0\u6d4b\u68ee\u6797\u780d\u4f10\u3002\u8bb8\u591a\u5e73\u53f0\u4e5f\u652f\u6301\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5e2e\u52a9\u5b8c\u6210\u6a21\u5f0f\u8bc6\u522b\u4efb\u52a1\uff0c\u4f8b\u5982\u5bf9\u571f\u5730\u8986\u76d6\u8fdb\u884c\u5206\u7c7b\u6216\u8bc4\u4f30\u6d2a\u6c34\u98ce\u9669\u3002\u4ece\u519c\u4e1a\u5230\u57ce\u5e02\u89c4\u5212\u7b49\u5404\u884c\u5404\u4e1a\u7684\u7528\u6237\u90fd\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u529f\u80fd\u8fdb\u884c\u66f4\u597d\u7684\u51b3\u7b56\u548c\u9884\u6d4b\u5206\u6790\u3002\u4f8b\u5982\uff0c\u5728\u519c\u4e1a\u9886\u57df\uff0c\u9884\u6d4b\u6a21\u578b\u53ef\u4ee5\u6839\u636e\u5386\u53f2\u6570\u636e\u548c\u5f53\u524d\u60c5\u51b5\u9884\u6d4b\u519c\u4f5c\u7269\u4ea7\u91cf\uff0c\u800c\u5728\u57ce\u5e02\u89c4\u5212\u9886\u57df\uff0c\u5206\u6790\u53ef\u4ee5\u5e2e\u52a9\u786e\u5b9a\u6613\u53d7\u6d2a\u6c34\u5f71\u54cd\u7684\u5730\u533a\u5e76\u4e3a\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u63d0\u4f9b\u4fe1\u606f\u3002\u5730\u7406\u7a7a\u95f4\u6570\u636e\u4e0e\u673a\u5668\u5b66\u4e60\u7684\u7ed3\u5408\u4e3a\u5e94\u5bf9\u590d\u6742\u7684\u73af\u5883\u548c\u793e\u4f1a\u6311\u6218\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"311\" height=\"67\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png\" alt=\"\" class=\"wp-image-155864\" style=\"width:255px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png 311w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo-300x65.png 300w\" sizes=\"(max-width: 311px) 100vw, 311px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1. FlyPix AI<\/h2>\n\n\n\n<p>\u5728 FlyPix AI\uff0c\u6211\u4eec\u4e13\u6ce8\u4e8e\u5730\u7406\u7a7a\u95f4\u6280\u672f\uff0c\u901a\u8fc7\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u5c06\u590d\u6742\u7684\u822a\u62cd\u56fe\u50cf\u8f6c\u5316\u4e3a\u53ef\u64cd\u4f5c\u7684\u5730\u7406\u53c2\u8003\u89c1\u89e3\u3002\u6211\u4eec\u7684\u5e73\u53f0\u901a\u8fc7\u63d0\u4f9b\u51c6\u786e\u7684\u7269\u4f53\u68c0\u6d4b\u3001\u8ddf\u8e2a\u548c\u76d1\u63a7\u89e3\u51b3\u65b9\u6848\uff0c\u6539\u5584\u4e86\u653f\u5e9c\u3001\u5efa\u7b51\u548c\u519c\u4e1a\u7b49\u9886\u57df\u7684\u8fd0\u8425\u3002\u4f7f\u7528\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\uff0c\u6211\u4eec\u63d0\u4f9b\u8be6\u7ec6\u7684\u5206\u6790\u548c\u52a8\u6001\u8ddf\u8e2a\uff0c\u4f7f\u6211\u4eec\u7684\u5ba2\u6237\u80fd\u591f\u6839\u636e\u6700\u7cbe\u786e\u7684\u5730\u7406\u7a7a\u95f4\u6570\u636e\u505a\u51fa\u660e\u667a\u7684\u51b3\u7b56\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u7684\u6280\u672f\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u5168\u9762\u5206\u6790\u5bf9\u8c61\u7684\u65b9\u6cd5\uff0c\u8fd9\u5bf9\u4e8e\u73af\u5883\u76d1\u6d4b\u3001\u57ce\u5e02\u89c4\u5212\u548c\u57fa\u7840\u8bbe\u65bd\u7ba1\u7406\u81f3\u5173\u91cd\u8981\u3002\u6211\u4eec\u7684 AI \u6a21\u578b\u53ef\u9002\u5e94\u81ea\u5b9a\u4e49\u7528\u4f8b\uff0c\u4f7f\u5ba2\u6237\u80fd\u591f\u6839\u636e\u5176\u884c\u4e1a\u7279\u5b9a\u9700\u6c42\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\uff0c\u4ece\u800c\u63d0\u9ad8\u7075\u6d3b\u6027\u548c\u76f8\u5173\u6027\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u5e73\u53f0\u7684\u4e00\u5927\u7279\u8272\u662f\u5176\u7528\u6237\u53cb\u597d\u578b\u754c\u9762\uff0c\u7b80\u5316\u4e86\u5730\u7406\u7a7a\u95f4\u6570\u636e\u7684\u53ef\u89c6\u5316\u548c\u62a5\u544a\uff0c\u4f7f\u6280\u672f\u4e13\u4e1a\u4eba\u5458\u548c\u51b3\u7b56\u8005\u90fd\u80fd\u8f7b\u677e\u4f7f\u7528\u3002\u8fd9\u79cd\u7b80\u5355\u6027\u4e0e\u9ad8\u6548\u7684\u6570\u636e\u5904\u7406\u76f8\u7ed3\u5408\uff0c\u4e3a\u6211\u4eec\u7684\u5ba2\u6237\u8282\u7701\u4e86\u5927\u91cf\u6210\u672c\u5e76\u5e26\u6765\u4e86\u7ade\u4e89\u4f18\u52bf\u3002<\/p>\n\n\n\n<p>FlyPix AI \u8fd8\u975e\u5e38\u91cd\u89c6\u5b89\u5168\u6027\u548c\u96c6\u6210\u80fd\u529b\uff0c\u786e\u4fdd\u59cb\u7ec8\u7ef4\u62a4\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u5b89\u5168\u6027\u3002\u6211\u4eec\u7684\u7cfb\u7edf\u4e0e\u73b0\u6709\u7684 GIS \u5e73\u53f0\u65e0\u7f1d\u96c6\u6210\uff0c\u5728\u4e0d\u4e2d\u65ad\u5f53\u524d\u5de5\u4f5c\u6d41\u7a0b\u7684\u60c5\u51b5\u4e0b\u589e\u5f3a\u4e86\u5176\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>\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u5730\u7406\u7a7a\u95f4\u5206\u6790<\/li>\n\n\n\n<li>\u53ef\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\uff0c\u6ee1\u8db3\u4e0d\u540c\u884c\u4e1a\u9700\u6c42<\/li>\n\n\n\n<li>\u7528\u6237\u53cb\u597d\u754c\u9762\uff0c\u8f7b\u677e\u5b9e\u73b0\u6570\u636e\u53ef\u89c6\u5316<\/li>\n\n\n\n<li>\u9ad8\u5ea6\u91cd\u89c6\u6570\u636e\u5b89\u5168\u548c\u7cfb\u7edf\u96c6\u6210<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4eba\u5de5\u667a\u80fd\u7269\u4f53\u68c0\u6d4b\u548c\u5b9a\u4f4d<\/li>\n\n\n\n<li>\u8be6\u7ec6\u5bf9\u8c61\u5206\u6790<\/li>\n\n\n\n<li>\u53d8\u5316\u548c\u5f02\u5e38\u68c0\u6d4b<\/li>\n\n\n\n<li>\u52a8\u6001\u8ddf\u8e2a<\/li>\n\n\n\n<li>\u7279\u5b9a\u884c\u4e1a\u7684\u5b9a\u5236\u7528\u4f8b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\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>\u8054\u7cfb\u7535\u5b50\u90ae\u7bb1: <a href=\"mailto:info@flypix.ai\" target=\"_blank\" rel=\"noreferrer noopener\">info@flypix.ai<\/a><\/li>\n\n\n\n<li>\u7535\u8bdd\u53f7\u7801\uff1a+49 6151 2776497<\/li>\n\n\n\n<li>LinkedIn\uff1a <a href=\"http:\/\/www.linkedin.com\/company\/flypix-ai\" target=\"_blank\" rel=\"noreferrer noopener\">linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"371\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Sentinel-Hub-1024x371.jpg\" alt=\"\" class=\"wp-image-156184\" style=\"width:254px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Sentinel-Hub-1024x371.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Sentinel-Hub-300x109.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Sentinel-Hub-768x278.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Sentinel-Hub.jpg 1213w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. Sentinel Hub<\/h2>\n\n\n\n<p>Sentinel Hub \u662f\u4e00\u4e2a\u57fa\u4e8e\u4e91\u7684\u5e73\u53f0\uff0c\u53ef\u8bbf\u95ee\u536b\u661f\u6570\u636e\uff0c\u5305\u62ec Sentinel\u3001Landsat\u3001MODIS \u548c\u5176\u4ed6\u70ed\u95e8\u6765\u6e90\u3002\u5b83\u5141\u8bb8\u7528\u6237\u9ad8\u6548\u5730\u8bbf\u95ee\u5404\u79cd\u5730\u7406\u7a7a\u95f4\u6570\u636e\uff0c\u7528\u4e8e\u5404\u79cd\u5e94\u7528\u3002\u8be5\u5e73\u53f0\u5bf9\u4e8e\u9700\u8981\u5927\u89c4\u6a21\u536b\u661f\u6570\u636e\u6765\u76d1\u6d4b\u548c\u8bc4\u4f30\u73af\u5883\u6761\u4ef6\u3001\u519c\u4e1a\u751f\u4ea7\u529b\u548c\u571f\u5730\u5229\u7528\u52a8\u6001\u7684\u7814\u7a76\u4eba\u5458\u3001\u5f00\u53d1\u4eba\u5458\u548c\u7ec4\u7ec7\u7279\u522b\u6709\u7528\u3002<\/p>\n\n\n\n<p>\u8be5\u5e73\u53f0\u9488\u5bf9\u5904\u7406\u5927\u91cf\u6570\u636e\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u786e\u4fdd\u5feb\u901f\u5904\u7406\u548c\u8bbf\u95ee\u5206\u6790\u7ed3\u679c\u3002\u5176\u529f\u80fd\u4f7f\u5176\u9002\u5408\u73af\u5883\u76d1\u6d4b\u3001\u519c\u4e1a\u7ba1\u7406\u548c\u571f\u5730\u5229\u7528\u5206\u6790\u7b49\u4efb\u52a1\uff0c\u8fd9\u4e9b\u4efb\u52a1\u9700\u8981\u5b9e\u65f6\u6570\u636e\u8bbf\u95ee\u548c\u9ad8\u6548\u5904\u7406\u3002Sentinel Hub \u8fd8\u652f\u6301\u5404\u79cd\u53ef\u89c6\u5316\u548c\u6570\u636e\u8bbf\u95ee\u5de5\u5177\uff0c\u4f7f\u5176\u529f\u80fd\u591a\u6837\uff0c\u65e0\u8bba\u662f\u521d\u5b66\u8005\u8fd8\u662f\u9ad8\u7ea7\u7528\u6237\u90fd\u53ef\u4ee5\u8f7b\u677e\u96c6\u6210\u5230\u73b0\u6709\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5173\u952e\u4eae\u70b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u5730\u7406\u7a7a\u95f4\u5206\u6790<\/li>\n\n\n\n<li>\u53ef\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\uff0c\u6ee1\u8db3\u4e0d\u540c\u884c\u4e1a\u9700\u6c42<\/li>\n\n\n\n<li>\u7528\u6237\u53cb\u597d\u754c\u9762\uff0c\u8f7b\u677e\u5b9e\u73b0\u6570\u636e\u53ef\u89c6\u5316<\/li>\n\n\n\n<li>\u9ad8\u5ea6\u91cd\u89c6\u6570\u636e\u5b89\u5168\u548c\u7cfb\u7edf\u96c6\u6210<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u536b\u661f\u6570\u636e\u8bbf\u95ee\uff08Sentinel\u3001Landsat\u3001MODIS\uff09<\/li>\n\n\n\n<li>\u5b9e\u65f6\u6570\u636e\u5904\u7406<\/li>\n\n\n\n<li>\u73af\u5883\u76d1\u6d4b\u89e3\u51b3\u65b9\u6848<\/li>\n\n\n\n<li>\u519c\u4e1a\u6570\u636e\u5206\u6790<\/li>\n\n\n\n<li>\u81ea\u5b9a\u4e49\u6570\u636e\u53ef\u89c6\u5316<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9: sentinel-hub.com<\/li>\n\n\n\n<li>\u7535\u5b50\u90ae\u4ef6: info@sentinel-hub.com<\/li>\n\n\n\n<li>YouTube\uff1ayoutube.com\/SentinelHub<\/li>\n\n\n\n<li>\u63a8\u7279: twitter.com\/sentinel_hub<\/li>\n\n\n\n<li>LinkedIn: linkedin.com\/showcase\/sentinel-hub<\/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<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"319\" height=\"158\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/Planet-Labs-PBC.png\" alt=\"\" class=\"wp-image-170400\" style=\"width:220px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/Planet-Labs-PBC.png 319w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/Planet-Labs-PBC-300x149.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/Planet-Labs-PBC-18x9.png 18w\" sizes=\"(max-width: 319px) 100vw, 319px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u661f\u7403\u5b9e\u9a8c\u5ba4<\/h2>\n\n\n\n<p>Planet Labs \u63d0\u4f9b\u6bcf\u65e5\u66f4\u65b0\u7684\u9ad8\u5206\u8fa8\u7387\u536b\u661f\u6570\u636e\uff0c\u8ba9\u60a8\u5168\u9762\u4e86\u89e3\u5730\u7403\u8868\u9762\u3002\u8be5\u5e73\u53f0\u4f7f\u7528\u4e00\u7ec4\u5c0f\u578b\u536b\u661f\uff08\u79f0\u4e3a Dove\uff09\uff0c\u5b83\u4eec\u53ef\u4ee5\u9ad8\u9891\u7387\u6355\u83b7\u56fe\u50cf\uff0c\u975e\u5e38\u9002\u5408\u9700\u8981\u8fd1\u4e4e\u5b9e\u65f6\u4fe1\u606f\u7684\u5e94\u7528\u3002\u8fd9\u4e2a\u5546\u4e1a\u5e73\u53f0\u9002\u5408\u9700\u8981\u4f7f\u7528\u6700\u65b0\u548c\u51c6\u786e\u7684\u6570\u636e\u6765\u8ddf\u8e2a\u52a8\u6001\u53d8\u5316\uff08\u4f8b\u5982\u57ce\u5e02\u53d1\u5c55\u6216\u73af\u5883\u53d8\u5316\uff09\u7684\u7ec4\u7ec7\u3002<\/p>\n\n\n\n<p>Planet Labs \u7684\u6570\u636e\u53ef\u901a\u8fc7\u8ba2\u9605\u6a21\u5f0f\u83b7\u53d6\uff0c\u4e3a\u519c\u4e1a\u3001\u6797\u4e1a\u3001\u57fa\u7840\u8bbe\u65bd\u76d1\u6d4b\u548c\u707e\u5bb3\u7ba1\u7406\u7b49\u9886\u57df\u63d0\u4f9b\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u3002\u5b83\u80fd\u591f\u53ca\u65f6\u63d0\u4f9b\u4fe1\u606f\uff0c\u5e2e\u52a9\u7ec4\u7ec7\u505a\u51fa\u660e\u667a\u7684\u51b3\u7b56\uff0c\u65e0\u8bba\u662f\u8bc4\u4f30\u4f5c\u7269\u5065\u5eb7\u72b6\u51b5\u3001\u7ba1\u7406\u81ea\u7136\u8d44\u6e90\u8fd8\u662f\u5e94\u5bf9\u81ea\u7136\u707e\u5bb3\u3002\u9ad8\u7a7a\u95f4\u5206\u8fa8\u7387\u548c\u9891\u7e41\u7684\u6570\u636e\u66f4\u65b0\u4f7f Planet Labs \u6210\u4e3a\u9700\u8981\u6301\u7eed\u548c\u8be6\u7ec6\u5730\u7403\u89c2\u6d4b\u7684\u7528\u6237\u7684\u5b9d\u8d35\u5de5\u5177\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5173\u952e\u4eae\u70b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bcf\u65e5\u66f4\u65b0\u7684\u9ad8\u5206\u8fa8\u7387\u536b\u661f\u56fe\u50cf<\/li>\n\n\n\n<li>\u975e\u5e38\u9002\u5408\u8fd1\u5b9e\u65f6\u5730\u7403\u8868\u9762\u76d1\u6d4b<\/li>\n\n\n\n<li>\u5c0f\u578b\u536b\u661f\u7fa4\uff08Dove\uff09\u7528\u4e8e\u9891\u7e41\u66f4\u65b0<\/li>\n\n\n\n<li>\u9002\u5408\u5546\u4e1a\u548c\u7814\u7a76\u7528\u9014\u7684\u57fa\u4e8e\u8ba2\u9605\u7684\u8bbf\u95ee<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u5206\u8fa8\u7387\u536b\u661f\u56fe\u50cf<\/li>\n\n\n\n<li>\u5b9e\u65f6\u76d1\u63a7\u89e3\u51b3\u65b9\u6848<\/li>\n\n\n\n<li>\u707e\u5bb3\u7ba1\u7406\u6570\u636e\u8bbf\u95ee<\/li>\n\n\n\n<li>\u519c\u4e1a\u548c\u6797\u4e1a\u5206\u6790<\/li>\n\n\n\n<li>\u57fa\u7840\u8bbe\u65bd\u7ba1\u7406<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aplanet.com<\/li>\n\n\n\n<li>Twitter\uff1a twitter.com\/planet<\/li>\n\n\n\n<li>LinkedIn: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/PlanetLabs<\/li>\n\n\n\n<li>Instagram\uff1a instagram.com\/planetlabs<\/li>\n\n\n\n<li>YouTube\uff1ayoutube.com\/PlanetLabs<\/li>\n\n\n\n<li>\u5730\u5740\uff1a\u52a0\u5229\u798f\u5c3c\u4e9a\u5dde\u65e7\u91d1\u5c71\u54c8\u91cc\u68ee\u8857 645 \u53f7 4 \u697c 94107<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"270\" height=\"179\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/openeo.png\" alt=\"\" class=\"wp-image-170467\" style=\"width:167px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/openeo.png 270w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/openeo-18x12.png 18w\" sizes=\"(max-width: 270px) 100vw, 270px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">4. OpenEO<\/h2>\n\n\n\n<p>OpenEO \u662f\u4e00\u4e2a\u5f00\u6e90\u5e73\u53f0\uff0c\u63d0\u4f9b\u6807\u51c6\u5316 API\uff0c\u96c6\u6210\u5404\u79cd\u7528\u4e8e\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5904\u7406\u7684\u4e91\u5e73\u53f0\u3002\u5b83\u65e8\u5728\u901a\u8fc7\u63d0\u4f9b\u7edf\u4e00\u7684\u754c\u9762\u7b80\u5316\u5bf9\u5730\u7403\u89c2\u6d4b\u6570\u636e\u7684\u8bbf\u95ee\uff0c\u4f7f\u5f00\u53d1\u4eba\u5458\u548c\u7814\u7a76\u4eba\u5458\u66f4\u5bb9\u6613\u4e0e\u4e0d\u540c\u7684\u6570\u636e\u63d0\u4f9b\u5546\u5408\u4f5c\u3002OpenEO \u5141\u8bb8\u7528\u6237\u8fde\u63a5\u5230 Google Earth Engine\u3001Sentinel Hub \u548c\u5176\u4ed6\u4e91\u8ba1\u7b97\u63d0\u4f9b\u5546\u7b49\u5e73\u53f0\uff0c\u4ece\u800c\u63d0\u9ad8\u7075\u6d3b\u6027\u548c\u4e92\u64cd\u4f5c\u6027\u3002<\/p>\n\n\n\n<p>OpenEO \u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5305\u62ec Python\u3001R \u548c JavaScript\uff0c\u8ba9\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u81ea\u7531\u9009\u62e9\u81ea\u5df1\u559c\u6b22\u7684\u6570\u636e\u8bbf\u95ee\u548c\u5206\u6790\u5de5\u5177\u3002\u8be5\u5e73\u53f0\u7684\u5f00\u6e90\u7279\u6027\u9f13\u52b1\u793e\u533a\u53c2\u4e0e\uff0c\u5141\u8bb8\u7528\u6237\u4e3a\u5176\u5f00\u53d1\u505a\u51fa\u8d21\u732e\u5e76\u6839\u636e\u81ea\u5df1\u7684\u7279\u5b9a\u9700\u6c42\u8fdb\u884c\u4fee\u6539\u3002\u5176\u9002\u5e94\u6027\u4f7f OpenEO \u7279\u522b\u9002\u5408\u7528\u4e8e\u6559\u80b2\u76ee\u7684\u3001\u7814\u7a76\u9879\u76ee\u548c\u81ea\u5b9a\u4e49\u5206\u6790\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5173\u952e\u4eae\u70b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5177\u6709\u7edf\u4e00 API \u7684\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5904\u7406\u5f00\u6e90\u5e73\u53f0<\/li>\n\n\n\n<li>\u4e0e Google Earth Engine \u548c Sentinel Hub \u7b49\u591a\u4e2a\u4e91\u5e73\u53f0\u96c6\u6210<\/li>\n\n\n\n<li>\u652f\u6301 Python\u3001R \u548c JavaScript\uff0c\u5b9e\u73b0\u7075\u6d3b\u7684\u6570\u636e\u5206\u6790<\/li>\n\n\n\n<li>\u793e\u533a\u9a71\u52a8\u5f00\u53d1\uff0c\u6301\u7eed\u6539\u8fdb<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5730\u7403\u89c2\u6d4b\u6570\u636e\u7edf\u4e00 API<\/li>\n\n\n\n<li>\u81ea\u5b9a\u4e49\u5730\u7406\u7a7a\u95f4\u5206\u6790<\/li>\n\n\n\n<li>\u6559\u80b2\u548c\u7814\u7a76\u89e3\u51b3\u65b9\u6848<\/li>\n\n\n\n<li>\u8de8\u5e73\u53f0\u96c6\u6210<\/li>\n\n\n\n<li>\u5f00\u6e90\u5f00\u53d1\u652f\u6301<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aopeneo.org<\/li>\n\n\n\n<li>\u7535\u5b50\u90ae\u4ef6: openeo.psc@uni-muenster.de<\/li>\n\n\n\n<li>LinkedIn\uff1a linkedin.com\/company\/openeospec<\/li>\n\n\n\n<li>\u63a8\u7279\uff1a twitter.com\/Open_EO<\/li>\n\n\n\n<li>YouTube\uff1ayoutube.com\/OpenEO<\/li>\n\n\n\n<li>\u5730\u5740\uff1a\u660e\u65af\u7279\u5927\u5b66\u5730\u7406\u4fe1\u606f\u7814\u7a76\u6240\uff0cHeisenbergstra\u00dfe 2, 48149 M\u00fcnster, \u5fb7\u56fd<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"722\" height=\"346\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/QGIS-Quantum-GIS.svg\" alt=\"\" class=\"wp-image-168585\" style=\"width:209px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/QGIS-Quantum-GIS.svg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/QGIS-Quantum-GIS.svg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/QGIS-Quantum-GIS.svg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/QGIS-Quantum-GIS.svg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/QGIS-Quantum-GIS.svg 722w\" sizes=\"(max-width: 722px) 100vw, 722px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5. QGIS&nbsp;&nbsp;<\/h2>\n\n\n\n<p>QGIS \u662f\u4e00\u6b3e\u529f\u80fd\u5f3a\u5927\u3001\u514d\u8d39\u4e14\u5f00\u6e90\u7684 GIS \u5de5\u5177\uff0c\u652f\u6301\u5404\u79cd\u63d2\u4ef6\uff0c\u53ef\u7528\u4e8e\u5206\u6790\u536b\u661f\u6570\u636e\u548c\u5904\u7406\u4e0d\u540c\u7684\u9065\u611f\u6570\u636e\u683c\u5f0f\u3002\u5b83\u975e\u5e38\u7075\u6d3b\uff0c\u5bf9\u4e8e\u9700\u8981\u8fdb\u884c\u8be6\u7ec6\u5730\u7406\u7a7a\u95f4\u5206\u6790\u800c\u4e0d\u53d7\u8bb8\u53ef\u6210\u672c\u9650\u5236\u7684\u7528\u6237\u6765\u8bf4\uff0c\u5b83\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u9009\u62e9\u3002QGIS \u5141\u8bb8\u7528\u6237\u901a\u8fc7\u96c6\u6210\u5404\u79cd\u63d2\u4ef6\u6765\u521b\u5efa\u81ea\u5b9a\u4e49\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4f8b\u5982\u534a\u81ea\u52a8\u5206\u7c7b\u63d2\u4ef6 (SCP)\uff0c\u5b83\u6709\u52a9\u4e8e\u81ea\u52a8\u5904\u7406\u536b\u661f\u56fe\u50cf\uff0c\u5305\u62ec\u5206\u7c7b\u548c\u6570\u636e\u68c0\u7d22\u3002<\/p>\n\n\n\n<p>QGIS \u7684\u4e00\u5927\u4f18\u52bf\u662f\u5176\u79bb\u7ebf\u64cd\u4f5c\u80fd\u529b\uff0c\u8fd9\u4f7f\u5176\u6210\u4e3a\u5728\u4e92\u8054\u7f51\u8fde\u63a5\u53d7\u9650\u5730\u533a\u5de5\u4f5c\u7684\u7528\u6237\u7684\u7406\u60f3\u89e3\u51b3\u65b9\u6848\u3002\u5b83\u652f\u6301\u4f7f\u7528\u672c\u5730\u6570\u636e\u5b58\u50a8\uff0c\u63d0\u4f9b\u5bf9\u654f\u611f\u4fe1\u606f\u7684\u63a7\u5236\uff0c\u5e76\u4e3a\u73af\u5883\u7814\u7a76\u3001\u57ce\u5e02\u89c4\u5212\u548c\u8d44\u6e90\u7ba1\u7406\u63d0\u4f9b\u9ad8\u6548\u7684\u6570\u636e\u5206\u6790\u3002QGIS \u80cc\u540e\u53d1\u8fbe\u7684\u793e\u533a\u8fd8\u786e\u4fdd\u4e86\u6301\u7eed\u66f4\u65b0\u3001\u63d2\u4ef6\u5f00\u53d1\u548c\u5f3a\u5927\u7684\u652f\u6301\uff0c\u4f7f\u5176\u6210\u4e3a\u5730\u7406\u7a7a\u95f4\u4e13\u4e1a\u4eba\u58eb\u548c\u7814\u7a76\u4eba\u5458\u53ef\u9760\u4e14\u591a\u529f\u80fd\u7684\u5de5\u5177\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\u5168\u9762\u5730\u7406\u7a7a\u95f4\u5206\u6790\u7684\u514d\u8d39\u5f00\u6e90 GIS \u5de5\u5177<\/li>\n\n\n\n<li>\u5bf9\u536b\u661f\u6570\u636e\u548c\u56fe\u50cf\u5206\u7c7b\u7684\u5e7f\u6cdb\u63d2\u4ef6\u652f\u6301<\/li>\n\n\n\n<li>\u79bb\u7ebf\u5de5\u4f5c\uff0c\u9002\u5408\u8fde\u63a5\u53d7\u9650\u7684\u533a\u57df<\/li>\n\n\n\n<li>\u793e\u533a\u9a71\u52a8\u5f00\u53d1\uff0c\u6301\u7eed\u66f4\u65b0<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u672c\u5730\u5730\u7406\u7a7a\u95f4\u5206\u6790<\/li>\n\n\n\n<li>\u4f7f\u7528\u63d2\u4ef6\u5904\u7406\u536b\u661f\u6570\u636e<\/li>\n\n\n\n<li>\u5b9a\u5236\u5236\u56fe\u89e3\u51b3\u65b9\u6848<\/li>\n\n\n\n<li>\u73af\u5883\u7814\u7a76\u5de5\u5177<\/li>\n\n\n\n<li>\u672c\u5730\u6570\u636e\u5b58\u50a8\u4e0e\u5206\u6790<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aqgis.org<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/QGIS<\/li>\n\n\n\n<li>YouTube\uff1ayoutube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"236\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/microsoft-planetary-computer.png\" alt=\"\" class=\"wp-image-170473\" style=\"width:244px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/microsoft-planetary-computer.png 800w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/microsoft-planetary-computer-300x89.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/microsoft-planetary-computer-768x227.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/microsoft-planetary-computer-18x5.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6.\u5fae\u8f6f\u884c\u661f\u8ba1\u7b97\u673a<\/h2>\n\n\n\n<p>Microsoft Planetary Computer \u662f\u4e00\u4e2a\u57fa\u4e8e\u4e91\u7684\u5e73\u53f0\uff0c\u63d0\u4f9b\u5e7f\u6cdb\u7684\u751f\u6001\u6570\u636e\u96c6\u548c\u7528\u4e8e\u5730\u7406\u7a7a\u95f4\u5206\u6790\u7684\u9ad8\u7ea7\u5de5\u5177\uff0c\u4e13\u95e8\u7528\u4e8e\u5e94\u5bf9\u5168\u7403\u53ef\u6301\u7eed\u53d1\u5c55\u6311\u6218\u3002\u901a\u8fc7\u6574\u5408\u751f\u7269\u591a\u6837\u6027\u3001\u6c14\u5019\u548c\u81ea\u7136\u751f\u6001\u7cfb\u7edf\u7684\u6570\u636e\uff0c\u5b83\u4e3a\u7814\u7a76\u4eba\u5458\u548c\u51b3\u7b56\u8005\u63d0\u4f9b\u4e86\u4e86\u89e3\u548c\u89e3\u51b3\u73af\u5883\u95ee\u9898\u6240\u9700\u7684\u4fe1\u606f\u3002\u8be5\u5e73\u53f0\u5229\u7528 Azure \u7684\u4e91\u57fa\u7840\u8bbe\u65bd\uff0c\u5b9e\u73b0\u53ef\u6269\u5c55\u7684\u6570\u636e\u5904\u7406\u548c\u9ad8\u6027\u80fd\u5206\u6790\u3002<\/p>\n\n\n\n<p>\u5fae\u8f6f\u884c\u661f\u8ba1\u7b97\u673a\u8fd8\u652f\u6301\u4f7f\u7528 Jupyter Notebooks\uff0c\u5141\u8bb8\u7528\u6237\u4f7f\u7528\u719f\u6089\u7684\u7f16\u7a0b\u8bed\u8a00\uff08\u5982 Python \u548c R\uff09\u5206\u6790\u6570\u636e\u3002\u6b64\u529f\u80fd\u4f7f\u521d\u5b66\u8005\u548c\u4e13\u5bb6\u90fd\u53ef\u4ee5\u4f7f\u7528\u5b83\uff0c\u4e3a\u6570\u636e\u63a2\u7d22\u3001\u53ef\u89c6\u5316\u548c\u5171\u4eab\u63d0\u4f9b\u534f\u4f5c\u73af\u5883\u3002\u4e0e Azure \u670d\u52a1\u7684\u96c6\u6210\u8fd8\u7b80\u5316\u4e86\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u90e8\u7f72\u548c\u81ea\u5b9a\u4e49\u5e94\u7528\u7a0b\u5e8f\u7684\u521b\u5efa\uff0c\u4f7f\u5176\u6210\u4e3a\u751f\u6001\u7814\u7a76\u3001\u4fdd\u62a4\u89c4\u5212\u548c\u53ef\u6301\u7eed\u53d1\u5c55\u9879\u76ee\u7684\u5f3a\u5927\u89e3\u51b3\u65b9\u6848\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>\u62e5\u6709\u5927\u91cf\u751f\u6001\u6570\u636e\u96c6\u7684\u4e91\u5e73\u53f0<\/li>\n\n\n\n<li>\u4e0e Azure \u96c6\u6210\u4ee5\u5b9e\u73b0\u53ef\u6269\u5c55\u7684\u6570\u636e\u5904\u7406<\/li>\n\n\n\n<li>\u652f\u6301 Jupyter Notebooks \u8fdb\u884c\u534f\u4f5c\u6570\u636e\u5206\u6790<\/li>\n\n\n\n<li>\u4e13\u4e3a\u53ef\u6301\u7eed\u6027\u7814\u7a76\u548c\u73af\u5883\u7ba1\u7406\u800c\u8bbe\u8ba1<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u751f\u6001\u6570\u636e\u8bbf\u95ee<\/li>\n\n\n\n<li>\u53ef\u6269\u5c55\u5730\u7406\u7a7a\u95f4\u5206\u6790<\/li>\n\n\n\n<li>\u751f\u7269\u591a\u6837\u6027\u548c\u6c14\u5019\u6570\u636e\u89e3\u51b3\u65b9\u6848<\/li>\n\n\n\n<li>\u4e0e Azure \u4e91\u670d\u52a1\u96c6\u6210<\/li>\n\n\n\n<li>Jupyter Notebook \u652f\u6301\u6570\u636e\u5206\u6790<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aplanetarycomputer.microsoft.com<\/li>\n\n\n\n<li>Ggithub\uff1agithub.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"499\" height=\"499\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/earth.png\" alt=\"\" class=\"wp-image-170474\" style=\"width:155px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/earth.png 499w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/earth-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/earth-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/earth-12x12.png 12w\" sizes=\"(max-width: 499px) 100vw, 499px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">7. Earth Engine \u4ee3\u7801\u7f16\u8f91\u5668<\/h2>\n\n\n\n<p>Earth Engine \u4ee3\u7801\u7f16\u8f91\u5668\u662f\u4e00\u4e2a\u5728\u7ebf\u96c6\u6210\u5f00\u53d1\u73af\u5883 (IDE)\uff0c\u7528\u4e8e\u4f7f\u7528 Google Earth Engine \u5e73\u53f0\u7528 JavaScript \u548c Python \u7f16\u5199\u4ee3\u7801\u3002\u5b83\u8ba9\u7528\u6237\u53ef\u4ee5\u8bbf\u95ee Google \u7684\u5730\u7406\u7a7a\u95f4\u5904\u7406\u57fa\u7840\u8bbe\u65bd\uff0c\u4ece\u800c\u5b9e\u73b0\u5927\u89c4\u6a21\u73af\u5883\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002\u8be5\u5de5\u5177\u5bf9\u4e8e\u719f\u6089\u7f16\u7801\u7684\u7528\u6237\u7279\u522b\u6709\u7528\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u8bbf\u95ee\u5404\u79cd\u6570\u636e\u96c6\u548c\u8ba1\u7b97\u80fd\u529b\u6765\u89e3\u51b3\u590d\u6742\u7684\u5730\u7406\u7a7a\u95f4\u95ee\u9898\u3002<\/p>\n\n\n\n<p>Earth Engine \u4ee3\u7801\u7f16\u8f91\u5668\u4e13\u4e3a\u4ea4\u4e92\u5f0f\u63a2\u7d22\u800c\u8bbe\u8ba1\uff0c\u5177\u6709\u5b9e\u65f6\u53ef\u89c6\u5316\u6570\u636e\u548c\u7ed3\u679c\u7684\u529f\u80fd\u3002\u8be5\u5e73\u53f0\u8fd8\u652f\u6301\u673a\u5668\u5b66\u4e60\u96c6\u6210\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u5c06\u9ad8\u7ea7\u5206\u6790\u5e94\u7528\u4e8e\u5730\u7406\u7a7a\u95f4\u6570\u636e\u96c6\u3002\u5b83\u7684\u6613\u7528\u6027\u548c\u4e0e Google Cloud \u57fa\u7840\u67b6\u6784\u7684\u96c6\u6210\u4f7f\u5176\u6210\u4e3a\u5f00\u53d1\u4eba\u5458\u548c\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u7edd\u4f73\u9009\u62e9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5173\u952e\u4eae\u70b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301 JavaScript \u548c Python \u811a\u672c<\/li>\n\n\n\n<li>\u4e0e Google Cloud \u57fa\u7840\u67b6\u6784\u96c6\u6210<\/li>\n\n\n\n<li>\u4e30\u5bcc\u7684\u5168\u7403\u5730\u7406\u7a7a\u95f4\u6570\u636e\u96c6\u5e93<\/li>\n\n\n\n<li>\u5141\u8bb8\u4ea4\u4e92\u5f0f\u5730\u56fe\u53ef\u89c6\u5316\u548c\u81ea\u5b9a\u4e49\u811a\u672c<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u5b9a\u4e49\u5730\u7406\u7a7a\u95f4\u811a\u672c<\/li>\n\n\n\n<li>\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406<\/li>\n\n\n\n<li>\u4ea4\u4e92\u5f0f\u5730\u56fe\u53ef\u89c6\u5316<\/li>\n\n\n\n<li>\u73af\u5883\u76d1\u6d4b\u5de5\u5177<\/li>\n\n\n\n<li>\u6c14\u5019\u6570\u636e\u5206\u6790<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aosgeo.org\u3001geoserver.org<\/li>\n\n\n\n<li>\u7535\u5b50\u90ae\u4ef6\uff1atreasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/OSGeoFoundation<\/li>\n\n\n\n<li>LinkedIn: linkedin.com\/company\/osgeo<\/li>\n\n\n\n<li>Twitter\uff1a twitter.com\/osgeo<\/li>\n\n\n\n<li>\u5730\u5740\uff1aOSGeo\uff0c9450 SW Gemini Dr. #42523\uff0c\u6bd4\u5f17\u987f\uff0c\u4fc4\u52d2\u5188\u5dde 97008\uff0c\u7f8e\u56fd<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"453\" height=\"111\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/skywatch.png\" alt=\"\" class=\"wp-image-170448\" style=\"width:278px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/skywatch.png 453w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/skywatch-300x74.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/skywatch-18x4.png 18w\" sizes=\"(max-width: 453px) 100vw, 453px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8. SkyWatch \u5730\u7403\u7f13\u5b58<\/h2>\n\n\n\n<p>SkyWatch EarthCache \u662f\u4e00\u4e2a\u57fa\u4e8e\u4e91\u7684\u5e73\u53f0\uff0c\u53ef\u7b80\u5316\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u5bf9\u536b\u661f\u56fe\u50cf\u7684\u8bbf\u95ee\u3002EarthCache \u63d0\u4f9b\u5bf9\u5404\u79cd\u536b\u661f\u6570\u636e\u7684\u8bbf\u95ee\uff0c\u5305\u62ec\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u548c\u591a\u5149\u8c31\u6570\u636e\uff0c\u53ef\u7528\u4e8e\u519c\u4e1a\u3001\u57fa\u7840\u8bbe\u65bd\u76d1\u6d4b\u548c\u73af\u5883\u8bc4\u4f30\u7b49\u5404\u79cd\u5e94\u7528\u3002\u5b83\u5177\u6709\u6613\u4e8e\u4f7f\u7528\u7684 API\uff0c\u53ef\u6309\u9700\u63d0\u4f9b\u536b\u661f\u56fe\u50cf\uff0c\u800c\u65e0\u9700\u76f4\u63a5\u91c7\u8d2d\u536b\u661f\u6570\u636e\u7684\u590d\u6742\u6027\u3002<\/p>\n\n\n\n<p>SkyWatch EarthCache \u7684\u4e3b\u8981\u4f18\u52bf\u5728\u4e8e\u5176\u6309\u4f7f\u7528\u4ed8\u8d39\u6a21\u5f0f\uff0c\u53ef\u5e2e\u52a9\u4f01\u4e1a\u9ad8\u6548\u4f7f\u7528\u536b\u661f\u6570\u636e\u800c\u65e0\u9700\u524d\u671f\u6295\u8d44\u3002\u8be5\u5e73\u53f0\u6ce8\u91cd\u6613\u4e8e\u96c6\u6210\uff0c\u975e\u5e38\u9002\u5408\u5e0c\u671b\u5728\u73b0\u6709\u5e94\u7528\u7a0b\u5e8f\u548c\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u6dfb\u52a0\u5730\u7406\u7a7a\u95f4\u6d1e\u5bdf\u7684\u4f01\u4e1a\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\u6613\u4e8e\u4f7f\u7528\u7684 API \u6309\u9700\u83b7\u53d6\u536b\u661f\u56fe\u50cf<\/li>\n\n\n\n<li>\u901a\u8fc7\u4e00\u4e2a\u5e73\u53f0\u8bbf\u95ee\u591a\u4e2a\u536b\u661f\u6570\u636e\u63d0\u4f9b\u5546<\/li>\n\n\n\n<li>\u6309\u4f7f\u7528\u4ed8\u8d39\u6a21\u5f0f\uff0c\u5b9e\u73b0\u7ecf\u6d4e\u9ad8\u6548\u7684\u6570\u636e\u4f7f\u7528<\/li>\n\n\n\n<li>\u652f\u6301\u519c\u4e1a\u548c\u57fa\u7840\u8bbe\u65bd\u7b49\u591a\u4e2a\u884c\u4e1a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u901a\u8fc7 API \u8bbf\u95ee\u536b\u661f\u6570\u636e<\/li>\n\n\n\n<li>\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\u89e3\u51b3\u65b9\u6848<\/li>\n\n\n\n<li>\u519c\u4e1a\u6d1e\u5bdf<\/li>\n\n\n\n<li>\u73af\u5883\u8bc4\u4f30<\/li>\n\n\n\n<li>\u5b9a\u5236\u5730\u7406\u7a7a\u95f4\u6570\u636e\u89e3\u51b3\u65b9\u6848<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1askywatch.com&nbsp;<\/li>\n\n\n\n<li>LinkedIn\uff1a linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n<li>\u63a8\u7279\uff1a twitter.com\/SkyWatchApps<\/li>\n\n\n\n<li>\u5730\u5740\uff1a\u52a0\u62ff\u5927\u5b89\u5927\u7565\u7701\u57fa\u5947\u7eb3\u5e02\u67e5\u5c14\u65af\u8857\u897f 151 \u53f7 199 \u5ba4<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"679\" height=\"680\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/Airbus-OneAtlas.png\" alt=\"\" class=\"wp-image-170475\" style=\"width:162px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/Airbus-OneAtlas.png 679w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/Airbus-OneAtlas-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/Airbus-OneAtlas-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/Airbus-OneAtlas-12x12.png 12w\" sizes=\"(max-width: 679px) 100vw, 679px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. \u7a7a\u4e2d\u5ba2\u8f66OneAtlas<\/h2>\n\n\n\n<p>Airbus OneAtlas \u63d0\u4f9b\u5e7f\u6cdb\u7684\u536b\u661f\u56fe\u50cf\u6570\u636e\u5e93\u548c\u5206\u6790\u5de5\u5177\uff0c\u4e13\u4e3a\u56fd\u9632\u3001\u519c\u4e1a\u548c\u57fa\u7840\u8bbe\u65bd\u7b49\u5404\u4e2a\u884c\u4e1a\u800c\u8bbe\u8ba1\u3002OneAtlas \u5e73\u53f0\u5141\u8bb8\u7528\u6237\u8bbf\u95ee Airbus \u536b\u661f\u7fa4\uff08\u5305\u62ec Pl\u00e9iades \u548c SPOT \u536b\u661f\uff09\u7684\u9ad8\u5206\u8fa8\u7387\u536b\u661f\u56fe\u50cf\uff0c\u63d0\u4f9b\u9ad8\u9891\u6570\u636e\u548c\u9ad8\u7a7a\u95f4\u5206\u8fa8\u7387\u4ee5\u5b9e\u73b0\u7cbe\u786e\u76d1\u63a7\u3002<\/p>\n\n\n\n<p>OneAtlas \u96c6\u6210\u4e86\u5206\u6790\u5de5\u5177\uff08\u5305\u62ec\u57fa\u4e8e AI \u7684\u5904\u7406\uff09\uff0c\u53ef\u63d0\u4f9b\u6e90\u81ea\u5730\u7406\u7a7a\u95f4\u6570\u636e\u7684\u5f3a\u5927\u89c1\u89e3\u3002\u8be5\u5e73\u53f0\u975e\u5e38\u9002\u5408\u9700\u8981\u53ef\u9760\u536b\u661f\u6570\u636e\u3001\u9891\u7e41\u66f4\u65b0\u548c\u9ad8\u7ea7\u5206\u6790\u529f\u80fd\u7684\u9879\u76ee\uff0c\u4f8b\u5982\u57ce\u5e02\u89c4\u5212\u3001\u76d1\u6d4b\u68ee\u6797\u780d\u4f10\u6216\u7ba1\u7406\u8d44\u4ea7\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5173\u952e\u4eae\u70b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u83b7\u53d6\u7a7a\u4e2d\u5ba2\u8f66\u536b\u661f\u661f\u5ea7\u6570\u636e\uff08Pl\u00e9iades\u3001SPOT\u7b49\uff09<\/li>\n\n\n\n<li>\u9ad8\u9891\u9ad8\u5206\u8fa8\u7387\u536b\u661f\u56fe\u50cf<\/li>\n\n\n\n<li>\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u5206\u6790\u83b7\u53d6\u5730\u7406\u7a7a\u95f4\u6d1e\u5bdf<\/li>\n\n\n\n<li>\u4e13\u4e3a\u56fd\u9632\u3001\u519c\u4e1a\u548c\u57fa\u7840\u8bbe\u65bd\u7b49\u884c\u4e1a\u8bbe\u8ba1<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u536b\u661f\u56fe\u50cf\u8bbf\u95ee\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n<li>\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u5730\u7406\u7a7a\u95f4\u5206\u6790<\/li>\n\n\n\n<li>\u519c\u4e1a\u548c\u73af\u5883\u76d1\u6d4b<\/li>\n\n\n\n<li>\u57ce\u5e02\u89c4\u5212\u548c\u57fa\u7840\u8bbe\u65bd\u7ba1\u7406<\/li>\n\n\n\n<li>\u5b9a\u5236\u6570\u636e\u89e3\u51b3\u65b9\u6848<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1a intelligence.airbus.com<\/li>\n\n\n\n<li>\u9886\u82f1: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n<li>\u63a8\u7279\uff1a twitter.com\/AirbusSpace<\/li>\n\n\n\n<li>\u5730\u5740\uff1aWilly-Messerschmitt-Stra\u00dfe 1, 82024 \u9676\u592b\u57fa\u5174, \u5fb7\u56fd<\/li>\n\n\n\n<li>\u7535\u8bdd: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"230\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-1024x230.png\" alt=\"\" class=\"wp-image-156000\" style=\"width:298px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-1024x230.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-300x68.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-768x173.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. Mapbox<\/h2>\n\n\n\n<p>Mapbox \u4e3a\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u5730\u56fe\u548c\u5b9a\u4f4d\u5de5\u5177\uff0c\u7528\u4e8e\u6784\u5efa\u81ea\u5b9a\u4e49\u5730\u56fe\u548c\u7a7a\u95f4\u53ef\u89c6\u5316\u3002\u5b83\u4e3a\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u4e86\u4e00\u5957\u5168\u9762\u7684 API \u548c SDK\uff0c\u7528\u4e8e\u521b\u5efa\u9ad8\u5ea6\u4ea4\u4e92\u4e14\u89c6\u89c9\u5438\u5f15\u529b\u5f3a\u7684\u5730\u56fe\u3002Mapbox \u9002\u7528\u4e8e\u4e3a Web \u548c\u79fb\u52a8\u5e73\u53f0\u521b\u5efa\u5bfc\u822a\u5e94\u7528\u7a0b\u5e8f\u3001\u89c6\u89c9\u53d9\u4e8b\u548c\u9ad8\u7ea7\u6570\u636e\u53ef\u89c6\u5316\u3002<\/p>\n\n\n\n<p>Mapbox \u5e73\u53f0\u5305\u542b\u5404\u79cd\u53ef\u81ea\u5b9a\u4e49\u7684\u5e95\u56fe\uff0c\u5e76\u652f\u6301\u5b9e\u65f6\u6570\u636e\u96c6\u6210\uff0c\u975e\u5e38\u9002\u5408\u8f66\u961f\u7ba1\u7406\u548c\u57ce\u5e02\u89c4\u5212\u7b49\u52a8\u6001\u5e94\u7528\u3002\u5176\u5e7f\u6cdb\u7684\u5f00\u53d1\u5de5\u5177\u5e93\u548c\u793e\u533a\u652f\u6301\u4f7f\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u6839\u636e\u7279\u5b9a\u7528\u4f8b\u521b\u5efa\u72ec\u7279\u7684\u5730\u56fe\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5173\u952e\u4eae\u70b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528\u4e8e\u6784\u5efa\u81ea\u5b9a\u4e49\u5730\u56fe\u7684 API \u548c SDK<\/li>\n\n\n\n<li>\u5177\u6709\u5b9e\u65f6\u6570\u636e\u66f4\u65b0\u7684\u9ad8\u5206\u8fa8\u7387\u5730\u56fe<\/li>\n\n\n\n<li>\u9762\u5411\u975e\u5f00\u53d1\u4eba\u5458\u7684\u7528\u6237\u53cb\u597d\u578b\u8bbe\u8ba1\u5de5\u5177<\/li>\n\n\n\n<li>\u517c\u5bb9\u7f51\u7edc\u548c\u79fb\u52a8\u5e73\u53f0<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u5b9a\u4e49\u5730\u56fe\u521b\u5efa<\/li>\n\n\n\n<li>\u57fa\u4e8e\u4f4d\u7f6e\u7684\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1<\/li>\n\n\n\n<li>\u5bfc\u822a\u548c\u8def\u7ebf\u89e3\u51b3\u65b9\u6848<\/li>\n\n\n\n<li>\u5b9e\u65f6\u5730\u7406\u7a7a\u95f4\u6570\u636e\u96c6\u6210<\/li>\n\n\n\n<li>\u89c6\u89c9\u53d9\u4e8b\u548c\u6570\u636e\u53ef\u89c6\u5316<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9: mapbox.com<\/li>\n\n\n\n<li>LinkedIn: linkedin.com\/company\/mapbox<\/li>\n\n\n\n<li>Twitter: twitter.com\/mapbox<\/li>\n\n\n\n<li>YouTube\uff1ayoutube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n<li>Instagram\uff1a instagram.com\/mapbox<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"959\" height=\"494\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/ArcGIS-Online.png\" alt=\"\" class=\"wp-image-170476\" style=\"width:215px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/ArcGIS-Online.png 959w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/ArcGIS-Online-300x155.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/ArcGIS-Online-768x396.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/ArcGIS-Online-18x9.png 18w\" sizes=\"(max-width: 959px) 100vw, 959px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">11.Esri ArcGIS\u5728\u7ebf<\/h2>\n\n\n\n<p>Esri \u7684 ArcGIS Online \u662f\u4e00\u6b3e\u57fa\u4e8e\u4e91\u7684\u5730\u56fe\u548c\u5206\u6790\u89e3\u51b3\u65b9\u6848\uff0c\u5141\u8bb8\u7528\u6237\u521b\u5efa\u3001\u7ba1\u7406\u548c\u5171\u4eab\u7a7a\u95f4\u5185\u5bb9\u3002\u5b83\u63d0\u4f9b\u4e86\u591a\u79cd\u7528\u4e8e\u7a7a\u95f4\u5206\u6790\u3001\u6570\u636e\u53ef\u89c6\u5316\u548c\u534f\u4f5c\u7684\u5de5\u5177\uff0c\u4f7f\u5176\u6210\u4e3a\u9700\u8981\u96c6\u6210 GIS \u89e3\u51b3\u65b9\u6848\u7684\u7814\u7a76\u4eba\u5458\u3001\u89c4\u5212\u4eba\u5458\u548c\u7ec4\u7ec7\u7684\u5f3a\u5927\u5de5\u5177\u3002<\/p>\n\n\n\n<p>ArcGIS Online \u5305\u62ec\u7a7a\u95f4\u5206\u6790\u3001\u5730\u56fe\u521b\u5efa\u548c\u6570\u636e\u5171\u4eab\u529f\u80fd\uff0c\u4ee5\u53ca\u4e0e\u5176\u4ed6 Esri \u4ea7\u54c1\u96c6\u6210\u7684\u529f\u80fd\u3002\u5b83\u6613\u4e8e\u4f7f\u7528\uff0c\u5e76\u914d\u6709\u4e00\u6574\u5957 GIS \u5de5\u5177\uff0c\u662f\u9700\u8981\u5f3a\u5927\u5730\u7406\u7a7a\u95f4\u5206\u6790\u529f\u80fd\u7684\u4f01\u4e1a\u548c\u653f\u5e9c\u7ec4\u7ec7\u7684\u70ed\u95e8\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>\u57fa\u4e8e\u4e91\u7684 GIS\uff0c\u5177\u6709\u5168\u9762\u7684\u7a7a\u95f4\u5206\u6790\u5de5\u5177<\/li>\n\n\n\n<li>\u4e30\u5bcc\u7684\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5c42\u5e93<\/li>\n\n\n\n<li>\u4e3a\u975e\u6280\u672f\u7528\u6237\u63d0\u4f9b\u53cb\u597d\u7684\u6620\u5c04\u754c\u9762<\/li>\n\n\n\n<li>\u7528\u4e8e\u5171\u4eab\u5730\u56fe\u548c\u6570\u636e\u7684\u534f\u4f5c\u5de5\u5177<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ea4\u4e92\u5f0f\u5730\u56fe\u7ed8\u5236\u4e0e\u5206\u6790<\/li>\n\n\n\n<li>\u5730\u7406\u7a7a\u95f4\u6570\u636e\u7ba1\u7406<\/li>\n\n\n\n<li>\u57fa\u4e8e\u4e91\u7684\u534f\u4f5c<\/li>\n\n\n\n<li>\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177<\/li>\n\n\n\n<li>\u4f4d\u7f6e\u5206\u6790<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aarcgis.com<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/esrigis<\/li>\n\n\n\n<li>Twitter\uff1a twitter.com\/Esri<\/li>\n\n\n\n<li>\u9886\u82f1: linkedin.com\/company\/esri<\/li>\n\n\n\n<li>Instagram\uff1a instagram.com\/esrigram<\/li>\n\n\n\n<li>YouTube\uff1ayoutube.com\/user\/esritv<\/li>\n\n\n\n<li>\u7535\u8bdd\uff1a+1-909-793-2853<\/li>\n\n\n\n<li>\u5730\u5740\uff1a\u7f8e\u56fd\u52a0\u5229\u798f\u5c3c\u4e9a\u5dde\u96f7\u5fb7\u5170\u5179\u7ebd\u7ea6\u8857 380 \u53f7<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"76\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TerrSet.png\" alt=\"\" class=\"wp-image-168597\" style=\"width:426px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TerrSet.png 600w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TerrSet-300x38.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TerrSet-18x2.png 18w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">12. TerrSet<\/h2>\n\n\n\n<p>TerrSet \u662f\u4e00\u4e2a\u7528\u4e8e\u76d1\u6d4b\u548c\u5efa\u6a21\u5730\u7403\u7cfb\u7edf\u7684\u7efc\u5408\u5730\u7406\u7a7a\u95f4\u8f6f\u4ef6\u7cfb\u7edf\u3002\u5b83\u63d0\u4f9b\u7528\u4e8e GIS\u3001\u9065\u611f\u548c\u5730\u7403\u7cfb\u7edf\u5efa\u6a21\u7684\u5de5\u5177\uff0c\u91cd\u70b9\u5173\u6ce8\u73af\u5883\u7ba1\u7406\u548c\u53ef\u6301\u7eed\u53d1\u5c55\u3002TerrSet \u7684\u5de5\u5177\u5957\u4ef6\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u4e86\u89e3\u4eba\u7c7b\u548c\u81ea\u7136\u8fc7\u7a0b\u5bf9\u73af\u5883\u7684\u5f71\u54cd\u3002<\/p>\n\n\n\n<p>\u8be5\u5e73\u53f0\u63d0\u4f9b\u571f\u5730\u53d8\u5316\u5efa\u6a21\u3001\u6816\u606f\u5730\u98ce\u9669\u8bc4\u4f30\u548c REDD\uff08\u51cf\u5c11\u6bc1\u6797\u548c\u68ee\u6797\u9000\u5316\u9020\u6210\u7684\u6392\u653e\uff09\u5206\u6790\u5de5\u5177\uff0c\u5bf9\u73af\u5883\u4fdd\u62a4\u5de5\u4f5c\u7279\u522b\u6709\u4ef7\u503c\u3002\u8be5\u5e73\u53f0\u4e13\u6ce8\u4e8e\u6a21\u62df\u73af\u5883\u53d8\u5316\u548c\u6c14\u5019\u53d8\u5316\u7684\u5f71\u54cd\uff0c\u8fd9\u4f7f\u5f97 TerrSet \u6210\u4e3a\u7814\u7a76\u4eba\u5458\u548c\u73af\u4fdd\u4e3b\u4e49\u8005\u7684\u7efc\u5408\u5de5\u5177\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5173\u952e\u4eae\u70b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GIS\u3001\u9065\u611f\u548c\u5730\u7403\u7cfb\u7edf\u5efa\u6a21\u7684\u96c6\u6210\u5957\u4ef6<\/li>\n\n\n\n<li>\u76d1\u6d4b\u73af\u5883\u53d8\u5316\u548c\u53ef\u6301\u7eed\u6027\u5206\u6790\u7684\u5de5\u5177<\/li>\n\n\n\n<li>\u4e13\u4e3a\u5168\u9762\u5730\u7406\u7a7a\u95f4\u5206\u6790\u800c\u8bbe\u8ba1\u7684\u7528\u6237\u53cb\u597d\u754c\u9762<\/li>\n\n\n\n<li>\u652f\u6301 REDD \u548c\u571f\u5730\u53d8\u5316\u5efa\u6a21<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u73af\u5883\u5efa\u6a21\u4e0e\u76d1\u6d4b<\/li>\n\n\n\n<li>\u571f\u5730\u8986\u76d6\u53d8\u5316\u5206\u6790<\/li>\n\n\n\n<li>REDD \u5206\u6790<\/li>\n\n\n\n<li>\u5730\u7406\u7a7a\u95f4\u6570\u636e\u96c6\u6210<\/li>\n\n\n\n<li>\u53ef\u6301\u7eed\u53d1\u5c55\u89c4\u5212<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aclarklabs.org\/terrset<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/profile.php?id=100067857810858&amp;paipv=0&amp;eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n<li>\u7535\u5b50\u90ae\u4ef6\uff1aclarklabs@clarku.edu<\/li>\n\n\n\n<li>\u7535\u8bdd\uff1a+1-508-793-7526<\/li>\n\n\n\n<li>\u5730\u5740\uff1a\u514b\u62c9\u514b\u5927\u5b66\uff0c950 Main Street\uff0c\u4f0d\u65af\u7279\uff0c\u9a6c\u8428\u8bf8\u585e\u5dde 01610-1477\uff0c\u7f8e\u56fd<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"364\" height=\"224\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/Hexagon-Luciad.png\" alt=\"\" class=\"wp-image-170477\" style=\"width:221px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/Hexagon-Luciad.png 364w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/Hexagon-Luciad-300x185.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/Hexagon-Luciad-18x12.png 18w\" sizes=\"(max-width: 364px) 100vw, 364px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">13. \u516d\u8fb9\u5f62 Luciad<\/h2>\n\n\n\n<p>Hexagon Luciad \u662f\u4e00\u4e2a\u5730\u7406\u7a7a\u95f4\u8f6f\u4ef6\u5e73\u53f0\uff0c\u63d0\u4f9b\u5148\u8fdb\u7684\u6570\u636e\u53ef\u89c6\u5316\u548c\u5206\u6790\u529f\u80fd\u3002\u5b83\u7528\u4e8e\u5b9e\u65f6\u6001\u52bf\u611f\u77e5\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u53ef\u89c6\u5316\u5e76\u4e0e\u6765\u81ea\u5404\u79cd\u6765\u6e90\uff08\u4f8b\u5982\u536b\u661f\u56fe\u50cf\u3001\u4f20\u611f\u5668\u6570\u636e\u548c\u822a\u62cd\u7167\u7247\uff09\u7684\u590d\u6742\u5730\u7406\u7a7a\u95f4\u6570\u636e\u8fdb\u884c\u4ea4\u4e92\u3002Luciad \u5728\u56fd\u9632\u3001\u822a\u7a7a\u548c\u5e94\u6025\u54cd\u5e94\u7b49\u5b9e\u65f6\u6570\u636e\u53ef\u89c6\u5316\u81f3\u5173\u91cd\u8981\u7684\u884c\u4e1a\u4e2d\u5c24\u5176\u53d7\u6b22\u8fce\u3002<\/p>\n\n\n\n<p>\u8be5\u5e73\u53f0\u652f\u6301 2D \u548c 3D \u53ef\u89c6\u5316\uff0c\u5e76\u53ef\u4e0e\u591a\u79cd\u6570\u636e\u683c\u5f0f\u548c\u6807\u51c6\u96c6\u6210\u3002Hexagon Luciad \u7684\u4f18\u52bf\u5728\u4e8e\u5b83\u80fd\u591f\u65e0\u7f1d\u5904\u7406\u5927\u91cf\u6570\u636e\uff0c\u5bf9\u4e8e\u9700\u8981\u9ad8\u6027\u80fd\u5730\u7406\u7a7a\u95f4\u5206\u6790\u548c\u53ef\u89c6\u5316\u529f\u80fd\u7684\u7528\u6237\u6765\u8bf4\uff0c\u5b83\u662f\u4e00\u6b3e\u6709\u4ef7\u503c\u7684\u5de5\u5177\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 2D \u548c 3D \u6570\u636e\u53ef\u89c6\u5316\u5b9e\u73b0\u5b9e\u65f6\u6001\u52bf\u611f\u77e5<\/li>\n\n\n\n<li>\u4e0e\u591a\u79cd\u6570\u636e\u683c\u5f0f\u548c\u6807\u51c6\u96c6\u6210<\/li>\n\n\n\n<li>\u7528\u4e8e\u56fd\u9632\u3001\u822a\u7a7a\u548c\u5e94\u6025\u54cd\u5e94\u884c\u4e1a<\/li>\n\n\n\n<li>\u5927\u6570\u636e\u91cf\u7684\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b9e\u65f6\u5730\u7406\u7a7a\u95f4\u6570\u636e\u53ef\u89c6\u5316<\/li>\n\n\n\n<li>\u591a\u6e90\u5730\u7406\u7a7a\u95f4\u6570\u636e\u6574\u5408<\/li>\n\n\n\n<li>\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n<li>\u56fd\u9632\u548c\u5e94\u6025\u54cd\u5e94\u89e3\u51b3\u65b9\u6848<\/li>\n\n\n\n<li>\u5b9a\u5236\u5730\u7406\u7a7a\u95f4\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9: hexagon.com<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/HexagonAB<\/li>\n\n\n\n<li>Instagram\uff1a instagram.com\/hexagon_ab<\/li>\n\n\n\n<li>LinkedIn: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n<li>YouTube\uff1ayoutube.com\/hexagonvideos<\/li>\n\n\n\n<li>\u5730\u5740\uff1aHexagon AB (Publ)\uff0cPO Box 3692\uff0cSE-103 59 \u65af\u5fb7\u54e5\u5c14\u6469\uff0c\u745e\u5178<\/li>\n\n\n\n<li>\u8857\u9053\u5730\u5740\uff1aLilla Bantorget 15, SE-111 23 \u65af\u5fb7\u54e5\u5c14\u6469, \u745e\u5178<\/li>\n\n\n\n<li>\u7535\u8bdd\uff1a+46 8 601 26 20<\/li>\n\n\n\n<li>\u4f20\u771f\uff1a+46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"460\" height=\"180\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/CARTO.png\" alt=\"\" class=\"wp-image-170402\" style=\"width:220px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/CARTO.png 460w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/CARTO-300x117.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/CARTO-18x7.png 18w\" sizes=\"(max-width: 460px) 100vw, 460px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">14.\u5361\u6258<\/h2>\n\n\n\n<p>Carto \u662f\u4e00\u4e2a\u57fa\u4e8e\u4e91\u7684\u5730\u7406\u7a7a\u95f4\u5206\u6790\u548c\u5236\u56fe\u5e73\u53f0\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u4ea4\u4e92\u5f0f\u5730\u56fe\u7ba1\u7406\u548c\u53ef\u89c6\u5316\u6570\u636e\u3002Carto \u5e2e\u52a9\u7ec4\u7ec7\u548c\u5f00\u53d1\u4eba\u5458\u521b\u5efa\u53ef\u7528\u4e8e\u4e1a\u52a1\u5206\u6790\u3001\u57ce\u5e02\u89c4\u5212\u548c\u5e02\u573a\u7814\u7a76\u7684\u5bcc\u6709\u6d1e\u5bdf\u529b\u7684\u5730\u56fe\u3002\u8be5\u5e73\u53f0\u5141\u8bb8\u4f7f\u7528\u5404\u79cd API \u548c\u5206\u6790\u5de5\u5177\u5c06\u7a7a\u95f4\u6570\u636e\u4e0e\u5916\u90e8\u6765\u6e90\u96c6\u6210\u3002<\/p>\n\n\n\n<p>Carto \u4f7f\u7528\u81ea\u5df1\u7684\u5de5\u5177\u4ee5\u53ca\u4e0e Python \u548c R \u7b49\u6d41\u884c\u7f16\u7a0b\u8bed\u8a00\u7684\u96c6\u6210\uff0c\u63d0\u4f9b\u4e86\u5e7f\u6cdb\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u529f\u80fd\u3002\u8fd9\u4f7f\u5f97\u8be5\u5e73\u53f0\u9002\u7528\u4e8e\u5e7f\u6cdb\u7684\u4efb\u52a1\uff0c\u5305\u62ec\u5206\u6790\u6d88\u8d39\u8005\u884c\u4e3a\u8d8b\u52bf\u3001\u7ba1\u7406\u4ea4\u901a\u548c\u8bc4\u4f30\u57ce\u5e02\u89c4\u5212\u533a\u57df\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>\u5730\u7406\u7a7a\u95f4\u5206\u6790\u548c\u7ed8\u56fe\u4e91\u5e73\u53f0<\/li>\n\n\n\n<li>\u4e0e\u5916\u90e8\u6570\u636e\u6e90\u96c6\u6210\u4ee5\u8fdb\u884c\u9ad8\u7ea7\u5206\u6790<\/li>\n\n\n\n<li>\u652f\u6301 Python \u548c R\uff0c\u4ee5\u6269\u5c55\u5206\u6790\u529f\u80fd<\/li>\n\n\n\n<li>\u4e13\u6ce8\u4e8e\u57ce\u5e02\u5206\u6790\u548c\u5546\u4e1a\u667a\u80fd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ea4\u4e92\u5f0f\u5730\u56fe\u521b\u5efa<\/li>\n\n\n\n<li>\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5206\u6790\u4e0e\u53ef\u89c6\u5316<\/li>\n\n\n\n<li>\u5546\u4e1a\u667a\u80fd\u548c\u6d88\u8d39\u8005\u8d8b\u52bf\u5206\u6790<\/li>\n\n\n\n<li>\u4ea4\u901a\u7ba1\u7406\u548c\u57ce\u5e02\u89c4\u5212\u89e3\u51b3\u65b9\u6848<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9: carto.com<\/li>\n\n\n\n<li>YouTube\uff1ayoutube.com\/user\/CartoDB<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/CartoDB<\/li>\n\n\n\n<li>Twitter\uff1a twitter.com\/CARTO<\/li>\n\n\n\n<li>LinkedIn: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"439\" height=\"115\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Picterra-.png\" alt=\"\" class=\"wp-image-156082\" style=\"width:244px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Picterra-.png 439w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Picterra--300x79.png 300w\" sizes=\"(max-width: 439px) 100vw, 439px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">15. Picterra<\/h2>\n\n\n\n<p>Picterra \u662f\u4e00\u4e2a\u5229\u7528\u673a\u5668\u5b66\u4e60\u6280\u672f\u7684\u5730\u7406\u7a7a\u95f4\u56fe\u50cf\u5206\u6790\u5e73\u53f0\u3002\u5b83\u5141\u8bb8\u7528\u6237\u521b\u5efa\u81ea\u5b9a\u4e49\u56fe\u50cf\u5206\u6790\u6a21\u578b\uff0c\u4ece\u800c\u66f4\u8f7b\u677e\u5730\u76d1\u6d4b\u5730\u8868\u53d8\u5316\u3001\u89c2\u5bdf\u57fa\u7840\u8bbe\u65bd\u548c\u8bc4\u4f30\u73af\u5883\u6761\u4ef6\u3002Picterra \u63d0\u4f9b\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u65e8\u5728\u4e0e\u5404\u79cd\u4e1a\u52a1\u6d41\u7a0b\u65e0\u7f1d\u96c6\u6210\uff0c\u9002\u7528\u4e8e\u519c\u4e1a\u548c\u8d44\u4ea7\u7ba1\u7406\u7b49\u884c\u4e1a\u3002<\/p>\n\n\n\n<p>\u8be5\u5e73\u53f0\u4e13\u6ce8\u4e8e\u7b80\u5316\u5904\u7406\u5927\u91cf\u5730\u7406\u7a7a\u95f4\u6570\u636e\u7684\u5de5\u4f5c\uff0c\u4f7f\u7528\u6237\u65e0\u9700\u6df1\u539a\u7684\u7f16\u7a0b\u77e5\u8bc6\u5373\u53ef\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002Picterra \u662f\u9700\u8981\u53ef\u5b9a\u5236\u5730\u7406\u7a7a\u95f4\u5206\u6790\u89e3\u51b3\u65b9\u6848\uff08\u4ece\u73af\u5883\u76d1\u6d4b\u5230\u57fa\u7840\u8bbe\u65bd\u7ba1\u7406\uff09\u7684\u516c\u53f8\u7684\u7406\u60f3\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>\u673a\u5668\u5b66\u4e60\u9a71\u52a8\u7684\u5730\u7406\u7a7a\u95f4\u5206\u6790\u5e73\u53f0<\/li>\n\n\n\n<li>\u521b\u5efa\u81ea\u5b9a\u4e49\u6a21\u578b\u4ee5\u8fdb\u884c\u5b9a\u5236\u6570\u636e\u5206\u6790<\/li>\n\n\n\n<li>\u8bad\u7ec3\u6a21\u578b\u4e0d\u9700\u8981\u6df1\u539a\u7684\u7f16\u7a0b\u6280\u80fd<\/li>\n\n\n\n<li>\u9002\u7528\u4e8e\u519c\u4e1a\u3001\u8d44\u4ea7\u7ba1\u7406\u548c\u73af\u5883\u76d1\u6d4b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5730\u7406\u7a7a\u95f4\u56fe\u50cf\u5206\u6790<\/li>\n\n\n\n<li>\u81ea\u5b9a\u4e49\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3<\/li>\n\n\n\n<li>\u73af\u5883\u76d1\u6d4b\u89e3\u51b3\u65b9\u6848<\/li>\n\n\n\n<li>\u57fa\u7840\u8bbe\u65bd\u89c2\u5bdf\u5de5\u5177<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1apicterra.ch<\/li>\n\n\n\n<li>LinkedIn: linkedin.com\/company\/picterra<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/picterraCH<\/li>\n\n\n\n<li>Twitter\uff1a twitter.com\/picterra<\/li>\n\n\n\n<li>YouTube\uff1ayoutube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n<li>\u5730\u5740: Rue de la Mouline 8, 1022 Chavannes, \u745e\u58eb<\/li>\n\n\n\n<li>\u90ae\u7bb1\uff1ahello@picterra.ch<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bba<\/h2>\n\n\n\n<p>\u5728\u65e5\u76ca\u53d1\u5c55\u7684\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5206\u6790\u9886\u57df\uff0c\u6709\u51e0\u79cd\u5f3a\u5927\u7684 Google Earth Engine \u66ff\u4ee3\u65b9\u6848\uff0c\u53ef\u6ee1\u8db3\u5404\u884c\u5404\u4e1a\u7684\u4e0d\u540c\u9700\u6c42\u3002SkyWatch EarthCache\u3001Airbus OneAtlas \u548c Sentinel Hub \u7b49\u5e73\u53f0\u63d0\u4f9b\u4e13\u4e1a\u670d\u52a1\uff0c\u65e0\u8bba\u662f\u9ad8\u9891\u536b\u661f\u56fe\u50cf\u3001AI \u9a71\u52a8\u7684\u6d1e\u5bdf\uff0c\u8fd8\u662f\u901a\u8fc7 API \u8f7b\u677e\u96c6\u6210\u3002\u8fd9\u4e9b\u5e73\u53f0\u4f7f\u7528\u6237\u80fd\u591f\u6709\u6548\u5730\u5229\u7528\u536b\u661f\u6570\u636e\uff0c\u7528\u4e8e\u4ece\u519c\u4e1a\u5230\u57ce\u5e02\u89c4\u5212\u7b49\u5404\u79cd\u5e94\u7528\uff0c\u63d0\u4f9b\u7075\u6d3b\u4e14\u53ef\u6269\u5c55\u7684\u89e3\u51b3\u65b9\u6848\u3002\u9009\u62e9\u6b63\u786e\u7684\u5de5\u5177\u53d6\u51b3\u4e8e\u7279\u5b9a\u7684\u9879\u76ee\u8981\u6c42\u3001\u6570\u636e\u53ef\u8bbf\u95ee\u6027\u548c\u6240\u9700\u7684\u5206\u6790\u89c4\u6a21\uff0c\u786e\u4fdd\u7ec4\u7ec7\u80fd\u591f\u6839\u636e\u5730\u7406\u7a7a\u95f4\u60c5\u62a5\u505a\u51fa\u660e\u667a\u7684\u51b3\u7b56\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u95ee\u95ee\u9898<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1730481256356\"><strong class=\"schema-faq-question\"><strong>1. \u6709\u54ea\u4e9b Google Earth Engine \u7684\u66ff\u4ee3\u54c1\uff1f<\/strong>\u00a0<\/strong> <p class=\"schema-faq-answer\">Google Earth Engine \u7684\u66ff\u4ee3\u54c1\u5305\u62ec Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer \u548c FlyPix AI \u7b49\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1730481265163\"><strong class=\"schema-faq-question\"><strong>2. \u54ea\u79cd Google Earth Engine \u66ff\u4ee3\u54c1\u6700\u9002\u5408\u5b9e\u65f6\u536b\u661f\u6570\u636e\uff1f<\/strong>\u00a0<\/strong> <p class=\"schema-faq-answer\">Planet Labs \u548c Sentinel Hub \u662f\u5b9e\u65f6\u536b\u661f\u6570\u636e\u7684\u7406\u60f3\u9009\u62e9\uff0c\u56e0\u4e3a\u5b83\u4eec\u63d0\u4f9b\u9891\u7e41\u7684\u56fe\u50cf\u66f4\u65b0\u548c\u9ad8\u6548\u7684\u6570\u636e\u8bbf\u95ee\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1730481277899\"><strong class=\"schema-faq-question\"><strong>3. \u6709\u6ca1\u6709 Google Earth Engine \u7684\u514d\u8d39\u66ff\u4ee3\u54c1\uff1f<\/strong>\u00a0<\/strong> <p class=\"schema-faq-answer\">\u662f\u7684\uff0cQGIS \u662f\u4e00\u4e2a\u514d\u8d39\u7684\u5f00\u6e90 GIS \u5e73\u53f0\uff0c\u652f\u6301\u4f7f\u7528\u5404\u79cd\u63d2\u4ef6\u8fdb\u884c\u536b\u661f\u6570\u636e\u5206\u6790\uff0c\u662f Google Earth Engine \u7684\u4e00\u4e2a\u5f88\u597d\u7684\u66ff\u4ee3\u54c1\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1730481289987\"><strong class=\"schema-faq-question\"><strong>4. \u6211\u53ef\u4ee5\u4f7f\u7528 Python \u8bbf\u95ee\u8fd9\u4e9b Google Earth Engine \u66ff\u4ee3\u54c1\u5417\uff1f<\/strong>\u00a0<\/strong> <p class=\"schema-faq-answer\">\u662f\u7684\uff0cOpenEO\u3001Microsoft Planetary Computer\u3001QGIS \u548c FlyPix AI \u7b49\u5e73\u53f0\u652f\u6301 Python \u8fdb\u884c\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1730481302067\"><strong class=\"schema-faq-question\"><strong>5. \u9009\u62e9 Google Earth Engine \u66ff\u4ee3\u54c1\u65f6\u5e94\u8be5\u8003\u8651\u54ea\u4e9b\u529f\u80fd\uff1f<\/strong>\u00a0<\/strong> <p class=\"schema-faq-answer\">\u9700\u8981\u8003\u8651\u7684\u5173\u952e\u7279\u6027\u5305\u62ec\u6570\u636e\u53ef\u8bbf\u95ee\u6027\u3001\u5904\u7406\u80fd\u529b\u3001\u6210\u672c\u3001\u5bf9\u7279\u5b9a\u7f16\u7a0b\u8bed\u8a00\u7684\u652f\u6301\u3001\u96c6\u6210\u80fd\u529b\u3001\u5b89\u5168\u6027\u4ee5\u53ca\u5bf9\u60a8\u7684\u7279\u5b9a\u9879\u76ee\u6216\u5206\u6790\u8981\u6c42\u7684\u9002\u7528\u6027\u3002<\/p> <\/div> <\/div>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","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 Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\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\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/zh\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-01T17:19:57+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-01T17:19:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/google-earth-engine-alternatives-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1707\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"FlyPix AI Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"FlyPix AI Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"21 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/google-earth-engine-alternatives\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/google-earth-engine-alternatives\\\/\"},\"author\":{\"name\":\"FlyPix AI 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What are some alternatives to Google Earth Engine?\u00a0\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.\",\"inLanguage\":\"zh-Hans\"},\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/google-earth-engine-alternatives\\\/#faq-question-1730481265163\",\"position\":2,\"url\":\"https:\\\/\\\/flypix.ai\\\/google-earth-engine-alternatives\\\/#faq-question-1730481265163\",\"name\":\"2. 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