{"id":183090,"date":"2026-04-14T15:23:20","date_gmt":"2026-04-14T15:23:20","guid":{"rendered":"https:\/\/flypix.ai\/?p=183090"},"modified":"2026-04-14T15:23:39","modified_gmt":"2026-04-14T15:23:39","slug":"free-satellite-imagery-sources","status":"publish","type":"post","link":"https:\/\/flypix.ai\/zh\/free-satellite-imagery-sources\/","title":{"rendered":"\u9762\u5411\u519c\u6c11\u548c\u7814\u7a76\u4eba\u5458\u7684\u9876\u7ea7\u514d\u8d39\u536b\u661f\u56fe\u50cf\u8d44\u6e90"},"content":{"rendered":"<p>\u519c\u6c11\u548c\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u4ece\u6743\u5a01\u673a\u6784\u514d\u8d39\u83b7\u53d6\u536b\u661f\u56fe\u50cf\uff0c\u5305\u62ec\u7f8e\u56fd\u5730\u8d28\u8c03\u67e5\u5c40\uff08USGS\uff09\u7684\u9646\u5730\u536b\u661f\uff08\u62e5\u6709\u8d85\u8fc750\u5e74\u7684\u5386\u53f2\u6570\u636e\uff09\u3001\u6b27\u6d32\u822a\u5929\u5c40\uff08ESA\uff09\u7684\u54e8\u5175\u536b\u661f\uff08\u5206\u8fa8\u738710\u7c73\uff0c\u6bcf5\u5929\u66f4\u65b0\u4e00\u6b21\uff09\u3001\u7f8e\u56fd\u56fd\u5bb6\u822a\u7a7a\u822a\u5929\u5c40\uff08NASA\uff09\u7684\u5730\u7403\u6570\u636e\uff08\u63d0\u4f9b\u4e13\u4e1a\u4ea7\u54c1\uff09\u4ee5\u53ca\u7f8e\u56fd\u56fd\u5bb6\u6d77\u6d0b\u548c\u5927\u6c14\u7ba1\u7406\u5c40\uff08NOAA\uff09\u7684\u6d77\u5cb8\u548c\u5927\u6c14\u6570\u636e\u3002\u8fd9\u4e9b\u5e73\u53f0\u63d0\u4f9b\u4f5c\u7269\u76d1\u6d4b\u3001\u571f\u5730\u5229\u7528\u5206\u6790\u548c\u73af\u5883\u7814\u7a76\u6240\u9700\u7684\u591a\u5149\u8c31\u3001\u5408\u6210\u5b54\u5f84\u96f7\u8fbe\uff08SAR\uff09\u548c\u70ed\u6210\u50cf\u56fe\u50cf\uff0c\u4e14\u65e0\u9700\u8ba2\u9605\u8d39\u7528\u3002.<\/p>\n\n\n\n<p>\u536b\u661f\u56fe\u50cf\u5f7b\u5e95\u6539\u53d8\u4e86\u519c\u4e1a\u4e13\u4e1a\u4eba\u58eb\u548c\u7814\u7a76\u4eba\u5458\u76d1\u6d4b\u4f5c\u7269\u3001\u8bc4\u4f30\u571f\u5730\u5065\u5eb7\u4ee5\u53ca\u505a\u51fa\u6570\u636e\u9a71\u52a8\u51b3\u7b56\u7684\u65b9\u5f0f\u3002\u597d\u6d88\u606f\u662f\uff0c\u83b7\u53d6\u9ad8\u8d28\u91cf\u7684\u536b\u661f\u6570\u636e\u65e0\u9700\u652f\u4ed8\u6602\u8d35\u7684\u8ba2\u9605\u8d39\u7528\u3002.<\/p>\n\n\n\n<p>\u591a\u4e2a\u653f\u5e9c\u673a\u6784\u548c\u56fd\u9645\u7ec4\u7ec7\u63d0\u4f9b\u514d\u8d39\u7684\u5730\u7403\u89c2\u6d4b\u6570\u636e\uff0c\u9002\u7528\u4e8e\u7cbe\u51c6\u519c\u4e1a\u3001\u73af\u5883\u76d1\u6d4b\u548c\u79d1\u5b66\u7814\u7a76\u3002\u8fd9\u4e9b\u5e73\u53f0\u63d0\u4f9b\u591a\u5149\u8c31\u5149\u5b66\u56fe\u50cf\u3001\u5408\u6210\u5b54\u5f84\u96f7\u8fbe\uff08SAR\uff09\u6570\u636e\u3001\u70ed\u6570\u636e\u4ee5\u53ca\u690d\u88ab\u6307\u6570\u7b49\u884d\u751f\u4ea7\u54c1\u3002.<\/p>\n\n\n\n<p>\u672c\u6587\u5168\u9762\u4ecb\u7ecd\u4e86\u76ee\u524d\u6700\u6709\u4ef7\u503c\u7684\u514d\u8d39\u536b\u661f\u56fe\u50cf\u8d44\u6e90\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7f8e\u56fd\u5730\u8d28\u8c03\u67e5\u5c40\u5730\u7403\u63a2\u7d22\u8005\uff1a\u9ec4\u91d1\u6807\u51c6\u6863\u6848<\/h2>\n\n\n\n<p>\u7f8e\u56fd\u5730\u8d28\u8c03\u67e5\u5c40\u8fd0\u8425\u7740\u201c\u5730\u7403\u63a2\u7d22\u8005\u201d\uff08EarthExplorer\uff09\u9879\u76ee\uff0c\u63d0\u4f9b\u5168\u7403\u6700\u957f\u7684\u8fde\u7eed\u5730\u7403\u89c2\u6d4b\u8bb0\u5f55\u3002\u81ea1972\u5e74\u4ee5\u6765\u7531\u7f8e\u56fd\u56fd\u5bb6\u822a\u7a7a\u822a\u5929\u5c40\uff08NASA\uff09\u548c\u7f8e\u56fd\u5730\u8d28\u8c03\u67e5\u5c40\u8054\u5408\u7ba1\u7406\u7684\u201c\u9646\u5730\u536b\u661f\u201d\uff08Landsat\uff09\u8ba1\u5212\u6784\u6210\u4e86\u8be5\u6863\u6848\u5e93\u7684\u6838\u5fc3\u3002.<\/p>\n\n\n\n<p>\u76ee\u524d\uff0cLandsat 8 \u548c Landsat 9 \u536b\u661f\u6b63\u5728\u7ed5\u5730\u7403\u8fd0\u884c\uff0c\u4ee5 30 \u7c73\u5206\u8fa8\u7387\u5728\u591a\u4e2a\u5149\u8c31\u6ce2\u6bb5\u62cd\u6444\u56fe\u50cf\u3002\u636e\u7f8e\u56fd\u5730\u8d28\u8c03\u67e5\u5c40 (USGS) \u79f0\uff0cLandsat \u5f71\u50cf\u5728\u91c7\u96c6\u540e 6 \u5c0f\u65f6\u5185\u5373\u53ef\u901a\u8fc7 EarthExplorer \u83b7\u53d6\u2014\u2014\u5bf9\u4e8e\u514d\u8d39\u6570\u636e\u800c\u8a00\uff0c\u8fd9\u901f\u5ea6\u975e\u5e38\u60ca\u4eba\u3002.<\/p>\n\n\n\n<p>\u8be5\u5e73\u53f0\u62e5\u6709\u8d85\u8fc750\u5e74\u7684\u5386\u53f2\u5f71\u50cf\u8d44\u6599\uff0c\u5bf9\u4e8e\u957f\u671f\u571f\u5730\u5229\u7528\u7814\u7a76\u800c\u8a00\u6781\u5177\u4ef7\u503c\u3002\u5206\u6790\u519c\u4e1a\u6269\u5f20\u3001\u68ee\u6797\u780d\u4f10\u6216\u57ce\u5e02\u53d1\u5c55\u7684\u7814\u7a76\u4eba\u5458\u9ad8\u5ea6\u4f9d\u8d56\u8fd9\u79cd\u65f6\u95f4\u8de8\u5ea6\u3002.<\/p>\n\n\n\n<p>\u53ef\u7528\u7684\u5173\u952e\u6570\u636e\u96c6\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Landsat 1-9 \u5149\u5b66\u5f71\u50cf\uff081972 \u5e74\u81f3\u4eca\uff09<\/li>\n\n\n\n<li>\u57fa\u4e8eAVHRR\u6570\u636e\u7684\u5168\u7403\u571f\u5730\u8986\u76d6\u7279\u5f81<\/li>\n\n\n\n<li>\u822a\u62cd\u6444\u5f71\u96c6<\/li>\n\n\n\n<li>\u89e3\u5bc6\u7684\u536b\u661f\u60c5\u62a5\u56fe\u50cf<\/li>\n\n\n\n<li>\u6570\u5b57\u9ad8\u7a0b\u6a21\u578b<\/li>\n<\/ul>\n\n\n\n<p>\u5bf9\u4e8e\u519c\u6c11\u800c\u8a00\uff0cLandsat\u7684\u70ed\u7ea2\u5916\u6ce2\u6bb5\u53ef\u7528\u4e8e\u8bc4\u4f30\u571f\u58e4\u6e7f\u5ea6\u548c\u76d1\u6d4b\u704c\u6e89\u60c5\u51b5\u300216\u5929\u7684\u91cd\u8bbf\u5468\u671f\u53ef\u63d0\u4f9b\u5b9a\u671f\u66f4\u65b0\uff0c\u4f46\u4e91\u5c42\u8986\u76d6\u53ef\u80fd\u4f1a\u9650\u5236\u67d0\u4e9b\u5730\u533a\u7684\u53ef\u7528\u6027\u3002.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1335\" height=\"553\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/04\/image1-1.avif\" alt=\"\u4ece 1972 \u5e74\u81f3\u4eca\u7684 Landsat \u536b\u661f\u8ba1\u5212\u65f6\u95f4\u7ebf\uff0c\u5c55\u793a\u4e86\u7f8e\u56fd\u5730\u8d28\u8c03\u67e5\u5c40 (USGS) \u548c\u7f8e\u56fd\u56fd\u5bb6\u822a\u7a7a\u822a\u5929\u5c40 (NASA) \u7ef4\u62a4\u7684\u8fde\u7eed\u5730\u7403\u89c2\u6d4b\u8bb0\u5f55\u3002.\" class=\"wp-image-183095\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u54e5\u767d\u5c3c\u54e8\u5175\u536b\u661f\uff1a\u9ad8\u5206\u8fa8\u7387\u6b27\u6d32\u6570\u636e<\/h2>\n\n\n\n<p>\u6b27\u6d32\u822a\u5929\u5c40\u7684\u54e5\u767d\u5c3c\u8ba1\u5212\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5206\u8fa8\u7387\u6700\u9ad8\u7684\u514d\u8d39\u536b\u661f\u56fe\u50cf\u3002\u54e8\u51752\u53f7\u536b\u661f\u63d0\u4f9b10\u7c73\u5206\u8fa8\u7387\u7684\u591a\u5149\u8c31\u56fe\u50cf\uff0c\u5730\u7403\u4e0a\u4efb\u4f55\u5730\u70b9\u7684\u56fe\u50cf\u5927\u7ea6\u6bcf5\u5929\u66f4\u65b0\u4e00\u6b21\u3002.<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u519c\u4e1a\u5e94\u7528\u800c\u8a00\uff0c\u8fd9\u79cd\u9891\u7e41\u7684\u590d\u67e5\u8ba1\u5212\u975e\u5e38\u5b9d\u8d35\u3002\u519c\u6c11\u53ef\u4ee5\u8ddf\u8e2a\u4f5c\u7269\u5728\u6574\u4e2a\u751f\u957f\u5b63\u7684\u751f\u957f\u60c5\u51b5\uff0c\u5728\u4f5c\u7269\u51fa\u73b0\u8089\u773c\u53ef\u89c1\u7684\u80c1\u8feb\u75c7\u72b6\u4e4b\u524d\u5c31\u53d1\u73b0\u5b83\u4eec\uff0c\u5e76\u4f18\u5316\u6295\u5165\u4f7f\u7528\u3002.<\/p>\n\n\n\n<p>\u6839\u636e\u54e5\u767d\u5c3c\u8ba1\u5212\u4e8e2026\u5e741\u6708\u53d1\u5e03\u7684\u6210\u529f\u6848\u4f8b\uff0cxarvio\u7684\u6570\u5b57\u519c\u4e1a\u5e73\u53f0\u5229\u7528Sentinel-2\u536b\u661f\u6570\u636e\uff0c\u4e3a\u5168\u7403\u8d85\u8fc713\u4e07\u540d\u519c\u6c11\u63d0\u4f9b\u670d\u52a1\uff0c\u7ba1\u7406\u7740\u8d85\u8fc72000\u4e07\u516c\u9877\u7684\u571f\u5730\u3002\u5728\u5fb7\u56fd25\u4e2a\u519c\u573a\uff08\u8986\u76d61400\u516c\u9877\uff09\u8fdb\u884c\u7684\u5b9e\u5730\u9a8c\u8bc1\u8868\u660e\uff0c\u5728\u751f\u7269\u91cf\u9ad8\u7684\u533a\u57df\uff0c\u4ea7\u91cf\u663e\u8457\u63d0\u9ad8\u4e86\u7ea651\u5428\/\u7acb\u65b9\u5428\uff0c\u800c\u5728\u751f\u7269\u91cf\u4f4e\u7684\u533a\u57df\uff0c\u6295\u5165\u6210\u672c\u6700\u591a\u53ef\u8282\u7701251\u5428\/\u7acb\u65b9\u5428\u3002.<\/p>\n\n\n\n<p>Sentinel-1\u536b\u661f\u63d0\u4f9b\u7684\u96f7\u8fbe\u56fe\u50cf\u80fd\u591f\u7a7f\u900f\u4e91\u5c42\uff0c\u8fd9\u5728\u4e91\u5c42\u6301\u7eed\u8986\u76d6\u7684\u5730\u533a\u662f\u4e00\u9879\u5173\u952e\u4f18\u52bf\u3002\u5408\u6210\u5b54\u5f84\u96f7\u8fbe\uff08SAR\uff09\u6570\u636e\u80fd\u591f\u5b9e\u73b0\u571f\u58e4\u6e7f\u5ea6\u4f30\u7b97\u548c\u6d2a\u6c34\u6d4b\u7ed8\uff0c\u4e14\u4e0d\u53d7\u5929\u6c14\u6761\u4ef6\u7684\u5f71\u54cd\u3002.<\/p>\n\n\n\n<p>\u5165\u53e3\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u54e5\u767d\u5c3c\u6570\u636e\u7a7a\u95f4\u751f\u6001\u7cfb\u7edf\uff08\u4e3b\u8981\u95e8\u6237\uff09<\/li>\n\n\n\n<li>\u54e5\u767d\u5c3c\u6d4f\u89c8\u5668\u7528\u4e8e\u5feb\u901f\u53ef\u89c6\u5316<\/li>\n\n\n\n<li>\u9762\u5411\u5f00\u53d1\u8005\u7684 Sentinel Hub API<\/li>\n<\/ul>\n\n\n\n<p>\u54e5\u767d\u5c3c\u571f\u5730\u76d1\u6d4b\u670d\u52a1\u63d0\u4f9b\u5df2\u5904\u7406\u7684\u4ea7\u54c1\uff0c\u5305\u62ec\u690d\u88ab\u7269\u5019\u3001\u6c34\u4f53\u548c\u571f\u5730\u8986\u76d6\u5206\u7c7b\u2014\u2014\u4e3a\u7814\u7a76\u4eba\u5458\u8282\u7701\u4e86\u5927\u91cf\u7684\u5904\u7406\u65f6\u95f4\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">NASA\u5730\u7403\u6570\u636e\uff1a\u4e13\u4e1a\u79d1\u5b66\u4ea7\u54c1<\/h2>\n\n\n\n<p>\u867d\u7136\u7f8e\u56fd\u5730\u8d28\u8c03\u67e5\u5c40 (USGS) \u8d1f\u8d23 Landsat \u6570\u636e\u7684\u5206\u53d1\uff0c\u4f46 NASA Earthdata \u5e73\u53f0\u63d0\u4f9b\u6570\u767e\u4e2a\u5176\u4ed6\u5730\u7403\u79d1\u5b66\u6570\u636e\u96c6\u7684\u8bbf\u95ee\u6743\u9650\u3002\u8be5\u5e73\u53f0\u7684\u4f18\u52bf\u5728\u4e8e\u63d0\u4f9b\u884d\u751f\u4ea7\u54c1\uff0c\u800c\u975e\u539f\u59cb\u56fe\u50cf\u3002.<\/p>\n\n\n\n<p>NASA\u7684MODIS\u4f20\u611f\u5668\u7a7a\u95f4\u5206\u8fa8\u7387\u8f83\u4f4e\uff08250-500\u7c73\uff09\uff0c\u4f46\u65f6\u95f4\u5206\u8fa8\u7387\u6781\u9ad8\u2014\u2014\u53ef\u8fdb\u884c\u591a\u6b21\u6bcf\u65e5\u89c2\u6d4b\u3002MODIS\u690d\u88ab\u6307\u6570\u5728\u533a\u57df\u5c3a\u5ea6\u519c\u4e1a\u76d1\u6d4b\u4e2d\u4ecd\u88ab\u5e7f\u6cdb\u5e94\u7528\u3002.<\/p>\n\n\n\n<p>NASA Worldview\u5e73\u53f0\u56e0\u5176\u5b9e\u65f6\u53ef\u89c6\u5316\u529f\u80fd\u800c\u503c\u5f97\u7279\u522b\u4e00\u63d0\u3002\u8be5\u5e73\u53f0\u53ef\u5728\u536b\u661f\u89c2\u6d4b\u540e\u6570\u5c0f\u65f6\u5185\u663e\u793a\u5305\u62ec\u6d3b\u8dc3\u706b\u60c5\u3001\u6c14\u6eb6\u80f6\u548c\u79ef\u96ea\u8986\u76d6\u7b49\u5728\u5185\u7684\u79d1\u5b66\u6570\u636e\u5c42\u3002.<\/p>\n\n\n\n<p>FIRMS\uff08\u706b\u707e\u4fe1\u606f\u8d44\u6e90\u7ba1\u7406\u7cfb\u7edf\uff09\u63d0\u4f9b\u8fd1\u4e4e\u5b9e\u65f6\u7684\u706b\u707e\u63a2\u6d4b\u4fe1\u606f\uff0c\u8fd9\u5bf9\u9762\u4e34\u91ce\u706b\u5a01\u80c1\u7684\u519c\u4e1a\u5730\u533a\u81f3\u5173\u91cd\u8981\u3002\u536b\u661f\u8fc7\u5883\u540e3\u5c0f\u65f6\u5185\u5373\u53ef\u83b7\u53d6\u6570\u636e\u3002.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5e73\u53f0<\/th><th>\u89e3\u51b3<\/th><th>\u91cd\u8bbf\u65f6\u5149<\/th><th>\u6700\u4f73\u519c\u4e1a\u7528\u9014<\/th><\/tr><\/thead><tbody><tr><td>Landsat 8\/9<\/td><td>30\u7c73<\/td><td>16\u5929<\/td><td>\u7530\u95f4\u5206\u6790\u3001\u704c\u6e89<\/td><\/tr><tr><td>\u54e8\u5175-2<\/td><td>10\u7c73<\/td><td>5\u5929<\/td><td>\u4f5c\u7269\u5065\u5eb7\u3001\u751f\u7269\u91cf\u76d1\u6d4b<\/td><\/tr><tr><td>\u54e8\u5175-1\u53f7<\/td><td>10\u7c73<\/td><td>6\u5929<\/td><td>\u5168\u5929\u5019\u76d1\u6d4b\uff0c\u571f\u58e4\u6e7f\u5ea6<\/td><\/tr><tr><td>MODIS<\/td><td>250-500\u7c73<\/td><td>\u65e5\u5e38\u7684<\/td><td>\u533a\u57df\u8d8b\u52bf\uff0c\u7269\u5019\u5b66<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u7f8e\u56fd\u56fd\u5bb6\u6d77\u6d0b\u548c\u5927\u6c14\u7ba1\u7406\u5c40\u6570\u636e\u670d\u52a1\uff1a\u6d77\u5cb8\u548c\u5927\u6c14\u91cd\u70b9<\/h2>\n\n\n\n<p>\u7f8e\u56fd\u56fd\u5bb6\u6d77\u6d0b\u548c\u5927\u6c14\u7ba1\u7406\u5c40\u4e13\u95e8\u4ece\u4e8b\u6d77\u6d0b\u548c\u5927\u6c14\u6570\u636e\uff0c\u4f46\u4e5f\u4e3a\u519c\u4e1a\u7814\u7a76\u4eba\u5458\uff08\u7279\u522b\u662f\u6cbf\u6d77\u5730\u533a\u7684\u7814\u7a76\u4eba\u5458\uff09\u63d0\u4f9b\u4e86\u5b9d\u8d35\u7684\u8d44\u6e90\u3002.<\/p>\n\n\n\n<p>\u7f8e\u56fd\u56fd\u5bb6\u6d77\u6d0b\u548c\u5927\u6c14\u7ba1\u7406\u5c40 (NOAA) \u7684\u6570\u636e\u8bbf\u95ee\u67e5\u770b\u5668\u63d0\u4f9b\u6d77\u5cb8\u5f71\u50cf\u3001\u6fc0\u5149\u96f7\u8fbe\u9ad8\u7a0b\u6570\u636e\u548c\u571f\u5730\u8986\u76d6\u4ea7\u54c1\u3002\u5bf9\u4e8e\u9760\u8fd1\u6d77\u5cb8\u7ebf\u6216\u4e3b\u8981\u6c34\u4f53\u7684\u519c\u573a\u800c\u8a00\uff0c\u8fd9\u4e9b\u6570\u636e\u96c6\u6709\u52a9\u4e8e\u6392\u6c34\u89c4\u5212\u548c\u6d2a\u6c34\u98ce\u9669\u8bc4\u4f30\u3002.<\/p>\n\n\n\n<p>NOAA CLASS\u7cfb\u7edf\u5b58\u6863\u6765\u81eaGOES\u6c14\u8c61\u536b\u661f\u548c\u6781\u8f68\u73af\u5883\u536b\u661f\u7684\u6570\u636e\u3002\u867d\u7136\u8be5\u7cfb\u7edf\u4e3b\u8981\u7528\u4e8e\u6c14\u8c61\u5b66\uff0c\u4f46\u8fd9\u4e9b\u56fe\u50cf\u4e5f\u652f\u6301\u519c\u4e1a\u5e94\u7528\uff0c\u5305\u62ec\u971c\u51bb\u9884\u6d4b\u548c\u98ce\u66b4\u707e\u5bb3\u8bc4\u4f30\u3002.<\/p>\n\n\n\n<p>\u7f8e\u56fd\u56fd\u5bb6\u6d77\u6d0b\u548c\u5927\u6c14\u7ba1\u7406\u5c40\u7684\u5168\u7403\u6c14\u5019\u6570\u636e\u4e3a\u89e3\u91ca\u5730\u8868\u53d8\u5316\u63d0\u4f9b\u4e86\u5fc5\u8981\u7684\u73af\u5883\u80cc\u666f\uff0c\u4ece\u800c\u8865\u5145\u4e86\u536b\u661f\u56fe\u50cf\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e13\u4e1a\u519c\u4e1a\u5e73\u53f0<\/h2>\n\n\n\n<p>\u9664\u4e86\u901a\u7528\u7684\u5730\u7403\u89c2\u6d4b\u5e73\u53f0\u5916\uff0c\u4e00\u4e9b\u670d\u52a1\u8fd8\u4e13\u95e8\u9488\u5bf9\u519c\u4e1a\u7528\u6237\u3002.<\/p>\n\n\n\n<p>\u7f8e\u56fd\u519c\u4e1a\u90e8\u4f5c\u7269\u6982\u89c8\uff08USDA CropScape\uff09\u63d0\u4f9b\u4e86\u4e00\u4e2a\u57fa\u4e8e\u7f51\u7edc\u7684\u5de5\u5177\uff0c\u7528\u4e8e\u63a2\u7d22\u4ece\u536b\u661f\u56fe\u50cf\u4e2d\u63d0\u53d6\u7684\u7279\u5b9a\u4f5c\u7269\u6570\u636e\u5c42\u3002\u8015\u5730\u6570\u636e\u5c42\u4ee530\u7c73\u5206\u8fa8\u7387\u5bf9\u7f8e\u56fd\u5404\u5730\u7684\u519c\u4e1a\u7528\u5730\u8fdb\u884c\u5e74\u5ea6\u5206\u7c7b\u3002.<\/p>\n\n\n\n<p>JAXA \u7684 ALOS World 3D (AW3D30) \u63d0\u4f9b 30 \u7c73\u5206\u8fa8\u7387\u7684\u5168\u7403\u6570\u5b57\u8868\u9762\u6a21\u578b\uff0c\u6709\u52a9\u4e8e\u4e86\u89e3\u5730\u5f62\u5bf9\u519c\u4e1a\u666f\u89c2\u4e2d\u6c34\u6d41\u548c\u4fb5\u8680\u7684\u5f71\u54cd\u3002.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1470\" height=\"693\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/04\/image2-1.avif\" alt=\"\u6982\u8ff0\u536b\u661f\u6570\u636e\u7c7b\u578b\u53ca\u5176\u5728\u519c\u4e1a\u9886\u57df\u7684\u4e3b\u8981\u5e94\u7528\uff0c\u5c55\u793a\u4e0d\u540c\u7684\u4f20\u611f\u5668\u5982\u4f55\u6ee1\u8db3\u7cbe\u51c6\u519c\u4e1a\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u7684\u7279\u5b9a\u76d1\u6d4b\u9700\u6c42\u3002.\" class=\"wp-image-183096\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u519c\u4e1a\u7528\u9014\u7684\u5b9e\u9645\u8003\u8651<\/h2>\n\n\n\n<p>\u7406\u89e3\u536b\u661f\u6570\u636e\u9700\u8981\u8ba4\u8bc6\u5230\u5176\u5c40\u9650\u6027\u4ee5\u53ca\u4f18\u52bf\u3002\u4e91\u5c42\u8986\u76d6\u4ecd\u7136\u662f\u9646\u5730\u536b\u661f\uff08Landsat\uff09\u548c\u54e8\u51752\u53f7\uff08Sentinel-2\uff09\u7b49\u5149\u5b66\u4f20\u611f\u5668\u9762\u4e34\u7684\u4e3b\u8981\u969c\u788d\u3002\u5728\u6f6e\u6e7f\u6c14\u5019\u7684\u751f\u957f\u5b63\u8282\uff0c\u627e\u5230\u65e0\u4e91\u56fe\u50cf\u53ef\u80fd\u975e\u5e38\u56f0\u96be\u3002.<\/p>\n\n\n\n<p>\u8fd9\u6b63\u662f\u5408\u6210\u5b54\u5f84\u96f7\u8fbe\uff08SAR\uff09\u6570\u636e\u7684\u4f18\u52bf\u6240\u5728\u3002Sentinel-1\u7684\u96f7\u8fbe\u4fe1\u53f7\u80fd\u591f\u7a7f\u900f\u4e91\u5c42\uff0c\u65e0\u8bba\u5929\u6c14\u5982\u4f55\u90fd\u80fd\u63d0\u4f9b\u6301\u7eed\u7684\u76d1\u6d4b\u3002\u5bf9\u4e8e\u9700\u8981\u786e\u4fdd\u6570\u636e\u53ef\u7528\u6027\u7684\u5e94\u7528\uff0c\u7ed3\u5408\u5149\u5b66\u548c\u96f7\u8fbe\u6570\u636e\u6e90\u53ef\u4ee5\u63d0\u9ad8\u53ef\u9760\u6027\u3002.<\/p>\n\n\n\n<p>\u7a7a\u95f4\u5206\u8fa8\u7387\u51b3\u5b9a\u4e86\u54ea\u4e9b\u5e94\u7528\u53ef\u884c\u3002Landsat \u536b\u661f 30 \u7c73\u5206\u8fa8\u7387\u7684\u50cf\u7d20\u5927\u7ea6\u8986\u76d6 0.22 \u82f1\u4ea9\u2014\u2014\u5bf9\u4e8e\u5927\u578b\u5546\u4e1a\u519c\u7530\u6765\u8bf4\u8db3\u591f\uff0c\u4f46\u5bf9\u4e8e\u8f83\u5c0f\u7684\u5730\u5757\u6216\u519c\u7530\u5185\u7684\u7cbe\u51c6\u5e94\u7528\u6765\u8bf4\u5219\u7565\u663e\u4e0d\u8db3\u3002Sentinel-2 \u536b\u661f\u7684 10 \u7c73\u5206\u8fa8\u7387\u5c06\u8fd9\u4e00\u6570\u503c\u63d0\u9ad8\u5230\u6bcf\u4e2a\u50cf\u7d20\u7ea6 0.025 \u82f1\u4ea9\u3002.<\/p>\n\n\n\n<p>\u65f6\u95f4\u5206\u8fa8\u7387\u2014\u2014\u5373\u536b\u661f\u91cd\u8bbf\u540c\u4e00\u5730\u70b9\u7684\u9891\u7387\u2014\u2014\u4f1a\u5f71\u54cd\u53d8\u5316\u68c0\u6d4b\u80fd\u529b\u3002\u5728\u4f5c\u7269\u751f\u957f\u65fa\u5b63\uff0c\u5982\u679c\u89c2\u6d4b\u9891\u7387\u8fc7\u4f4e\uff0c\u5c31\u53ef\u80fd\u9519\u8fc7\u4f5c\u7269\u5feb\u901f\u751f\u957f\u7684\u53d8\u5316\u3002\u7ed3\u5408\u591a\u4e2a\u536b\u661f\u6570\u636e\u6e90\u53ef\u4ee5\u63d0\u9ad8\u6709\u6548\u7684\u91cd\u8bbf\u9891\u7387\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5165\u95e8\u6307\u5357\uff1a\u6ce8\u518c\u548c\u8bbf\u95ee<\/h2>\n\n\n\n<p>\u5927\u591a\u6570\u5e73\u53f0\u90fd\u9700\u8981\u514d\u8d39\u6ce8\u518c\u3002USGS EarthExplorer\u3001NASA Earthdata \u548c Copernicus Data Space Ecosystem \u90fd\u91c7\u7528\u7b80\u5355\u7684\u8d26\u6237\u521b\u5efa\u6d41\u7a0b\uff0c\u53ea\u9700\u8fdb\u884c\u7535\u5b50\u90ae\u4ef6\u9a8c\u8bc1\u5373\u53ef\u3002.<\/p>\n\n\n\n<p>\u4e0b\u8f7d\u683c\u5f0f\u56e0\u5e73\u53f0\u800c\u5f02\u3002GeoTIFF \u4ecd\u7136\u662f\u5f71\u50cf\u7684\u6807\u51c6\u683c\u5f0f\uff0c\u800c\u5143\u6570\u636e\u5219\u91c7\u7528 XML \u6216 JSON \u683c\u5f0f\u3002\u5904\u7406\u901a\u5e38\u9700\u8981 GIS \u8f6f\u4ef6\uff0c\u4f8b\u5982 QGIS\uff08\u514d\u8d39\uff09\u6216 ArcGIS\uff08\u5546\u4e1a\u8f6f\u4ef6\uff09\u3002.<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u4e0d\u5177\u5907\u9065\u611f\u4e13\u4e1a\u77e5\u8bc6\u7684\u7814\u7a76\u4eba\u5458\u6765\u8bf4\uff0c\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684\u53ef\u89c6\u5316\u5de5\u5177\u63d0\u4f9b\u4e86\u4fbf\u6377\u7684\u5165\u53e3\u3002Copernicus Browser \u548c NASA Worldview \u7b49\u5de5\u5177\u65e0\u9700\u4e0b\u8f7d\u6216\u4f7f\u7528\u4e13\u7528\u8f6f\u4ef6\u5373\u53ef\u6d4f\u89c8\u56fe\u50cf\u3002.<\/p>\n\n\n\n<p>Reddit \u7b49\u5e73\u53f0\u4e0a\u7684\u793e\u533a\u8ba8\u8bba\u63ed\u793a\u4e86\u4eba\u4eec\u5bf9\u964d\u4f4e\u6280\u672f\u95e8\u69db\u7684\u5de5\u5177\u7684\u4e0d\u540c\u770b\u6cd5\uff1a\u4e00\u4e9b\u7528\u6237\u8d5e\u8d4f\u5176\u7b80\u5316\u7684\u754c\u9762\uff0c\u800c\u53e6\u4e00\u4e9b\u7528\u6237\u5219\u5bf9\u5206\u6790\u7684\u4e25\u8c28\u6027\u8868\u793a\u62c5\u5fe7\u3002\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684\u5e73\u53f0\u9884\u7f6e\u4e86\u690d\u88ab\u6307\u6570\uff0c\u4f7f\u519c\u5b66\u5bb6\u65e0\u9700\u6210\u4e3a\u9065\u611f\u4e13\u5bb6\u5373\u53ef\u5229\u7528\u536b\u661f\u6570\u636e\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9e\u9645\u519c\u4e1a\u5e94\u7528<\/h2>\n\n\n\n<p>\u7cbe\u51c6\u519c\u4e1a\u662f\u514d\u8d39\u536b\u661f\u56fe\u50cf\u6700\u76f4\u63a5\u7684\u5e94\u7528\u3002\u53d8\u91cf\u65bd\u80a5\u56fe\u53ef\u4ee5\u6307\u5bfc\u8bbe\u5907\u5c06\u80a5\u6599\u3001\u519c\u836f\u6216\u704c\u6e89\u6c34\u7cbe\u51c6\u5730\u65bd\u7528\u4e8e\u6240\u9700\u4e4b\u5904\uff0c\u4ece\u800c\u964d\u4f4e\u6210\u672c\u548c\u73af\u5883\u5f71\u54cd\u3002.<\/p>\n\n\n\n<p>\u901a\u8fc7\u690d\u88ab\u6307\u6570\u76d1\u6d4b\u4f5c\u7269\u5065\u5eb7\u72b6\u51b5\uff0c\u53ef\u4ee5\u5728\u75c7\u72b6\u663e\u73b0\u524d\u6570\u5929\u751a\u81f3\u6570\u5468\u68c0\u6d4b\u5230\u4f5c\u7269\u80c1\u8feb\u3002\u65e9\u671f\u53d1\u73b0\u6709\u52a9\u4e8e\u91c7\u53d6\u5e72\u9884\u63aa\u65bd\uff0c\u4ece\u800c\u4fdd\u969c\u4ea7\u91cf\u3002.<\/p>\n\n\n\n<p>\u5229\u7528\u9ad8\u5206\u8fa8\u7387\u5f71\u50cf\u8fdb\u884c\u7530\u5730\u8fb9\u754c\u6d4b\u7ed8\uff0c\u6709\u52a9\u4e8e\u8865\u8d34\u7533\u8bf7\u548c\u571f\u5730\u7ba1\u7406\u6587\u4ef6\u7684\u7f16\u5236\u3002\u5386\u53f2\u5f71\u50cf\u5bf9\u4e8e\u6838\u5b9e\u571f\u5730\u5229\u7528\u5386\u53f2\u5177\u6709\u4e0d\u53ef\u4f30\u91cf\u7684\u4ef7\u503c\u3002.<\/p>\n\n\n\n<p>\u7814\u7a76\u5e94\u7528\u6db5\u76d6\u4f5c\u7269\u4ea7\u91cf\u9884\u6d4b\u3001\u6c14\u5019\u5f71\u54cd\u7814\u7a76\u548c\u571f\u5730\u5229\u7528\u53d8\u5316\u5206\u6790\u3002\u52a0\u5dde\u519c\u4e1a\u4ea7\u4e1a\u57282023\u5e74\u7684\u4ef7\u503c\u7ea6\u4e3a1459\u4ebf\u7f8e\u5143\uff0c\u53d7\u76ca\u4e8e\u536b\u661f\u6570\u636e\uff0c\u5305\u62ec\u5730\u4e0b\u6c34\u76d1\u6d4b\u5e94\u7528\u3002.<\/p>\n\n\n\n<p>\u91ce\u706b\u98ce\u9669\u5730\u56fe\u7ed3\u5408\u4e86\u690d\u88ab\u6570\u636e\u548c\u6c14\u8c61\u4fe1\u606f\uff0c\u4ee5\u4fdd\u62a4\u519c\u4e1a\u8d44\u4ea7\u3002\u6839\u636e2025\u5e7411\u6708\u7684\u62a5\u544a\uff0c\u6fb3\u5927\u5229\u4e9a\u7684\u9632\u706b\u9632\u707e\u7cfb\u7edf\u5728Sentinel-2\u536b\u661f\u6570\u636e\u7684\u5f3a\u5316\u4e0b\uff0c\u5c55\u73b0\u4e86\u536b\u661f\u76d1\u6d4b\u5982\u4f55\u633d\u6551\u751f\u547d\u548c\u8d22\u4ea7\u3002.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"590\" height=\"125\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo.avif\" alt=\"\" class=\"wp-image-182258\" style=\"width:286px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo.avif 590w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo-300x64.avif 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo-18x4.avif 18w\" sizes=\"(max-width: 590px) 100vw, 590px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u8ba9\u514d\u8d39\u536b\u661f\u56fe\u50cf\u771f\u6b63\u53d1\u6325\u4f5c\u7528<\/h2>\n\n\n\n<p>\u514d\u8d39\u536b\u661f\u56fe\u50cf\u5f88\u5bb9\u6613\u83b7\u53d6\uff0c\u4f46\u5c06\u539f\u59cb\u56fe\u50cf\u8f6c\u5316\u4e3a\u53ef\u7528\u56fe\u50cf\u624d\u662f\u66f4\u96be\u7684\u90e8\u5206\u3002. <a href=\"https:\/\/flypix.ai\/zh\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u98de\u50cf\u7d20 AI<\/a> \u8be5\u7cfb\u7edf\u4e13\u6ce8\u4e8e\u5229\u7528\u4eba\u5de5\u667a\u80fd\u5206\u6790\u536b\u661f\u3001\u65e0\u4eba\u673a\u548c\u822a\u7a7a\u6570\u636e\uff0c\u5e2e\u52a9\u68c0\u6d4b\u7269\u4f53\u3001\u8ffd\u8e2a\u968f\u65f6\u95f4\u7684\u53d8\u5316\uff0c\u5e76\u7a81\u51fa\u663e\u793a\u96be\u4ee5\u4eba\u5de5\u8bc6\u522b\u7684\u6a21\u5f0f\u3002\u5b83\u8fd8\u652f\u6301\u65e0\u4ee3\u7801\u6a21\u578b\u8bad\u7ec3\uff0c\u56e0\u6b64\u56e2\u961f\u65e0\u9700\u8fdb\u884c\u4efb\u4f55\u6280\u672f\u8bbe\u7f6e\u5373\u53ef\u6839\u636e\u81ea\u8eab\u7684\u519c\u4e1a\u6216\u7814\u7a76\u9700\u6c42\u8c03\u6574\u5206\u6790\u65b9\u6cd5\u3002.<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u519c\u6c11\u548c\u7814\u7a76\u4eba\u5458\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\u4e0d\u518d\u4ec5\u4ec5\u662f\u67e5\u770b\u56fe\u50cf\uff0c\u800c\u662f\u8981\u771f\u6b63\u5730\u5229\u7528\u56fe\u50cf\u2014\u2014\u76d1\u6d4b\u571f\u5730\u3001\u53d1\u73b0\u53d8\u5316\uff0c\u5e76\u6839\u636e\u771f\u5b9e\u6570\u636e\u505a\u51fa\u51b3\u7b56\u3002\u5982\u679c\u60a8\u5df2\u7ecf\u5728\u4f7f\u7528\u514d\u8d39\u7684\u536b\u661f\u6570\u636e\u6e90\uff0c\u90a3\u4e48\u503c\u5f97\u8054\u7cfb\u2026\u2026 <a href=\"https:\/\/flypix.ai\/zh\/contact-us\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u98de\u50cf\u7d20 AI<\/a> \u56e2\u961f\u5c06\u5e2e\u52a9\u60a8\u4e86\u89e3\u4ed6\u4eec\u7684\u5e73\u53f0\u5982\u4f55\u5e2e\u52a9\u60a8\u4ece\u8fd9\u4e9b\u6570\u636e\u4e2d\u83b7\u5f97\u5b9e\u9645\u4ef7\u503c\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bba<\/h2>\n\n\n\n<p>\u514d\u8d39\u536b\u661f\u56fe\u50cf\u4f7f\u5730\u7403\u89c2\u6d4b\u6570\u636e\u7684\u83b7\u53d6\u66f4\u52a0\u666e\u53ca\u3002\u5982\u4eca\uff0c\u7ba1\u7406\u6570\u767e\u82f1\u4ea9\u571f\u5730\u7684\u519c\u6c11\u548c\u7814\u7a76\u5168\u7403\u519c\u4e1a\u7684\u7814\u7a76\u4eba\u5458\u90fd\u53ef\u4ee5\u83b7\u53d6\u4ee5\u524d\u53d7\u9650\u6216\u4ef7\u683c\u6781\u5176\u6602\u8d35\u7684\u653f\u5e9c\u63d0\u4f9b\u7684\u6570\u636e\u3002.<\/p>\n\n\n\n<p>\u672c\u6587\u4ecb\u7ecd\u7684\u5e73\u53f0\u2014\u2014\u5305\u62ec\u7f8e\u56fd\u5730\u8d28\u8c03\u67e5\u5c40\u5730\u7403\u89c2\u6d4b\u8ba1\u5212\uff08USGS EarthExplorer\uff09\u3001\u54e5\u767d\u5c3c\u54e8\u5175\u536b\u661f\u8ba1\u5212\uff08Copernicus Sentinels\uff09\u3001\u7f8e\u56fd\u56fd\u5bb6\u822a\u7a7a\u822a\u5929\u5c40\u5730\u7403\u6570\u636e\u8ba1\u5212\uff08NASA Earthdata\uff09\u548c\u7f8e\u56fd\u56fd\u5bb6\u6d77\u6d0b\u548c\u5927\u6c14\u7ba1\u7406\u5c40\uff08NOAA\uff09\u670d\u52a1\u2014\u2014\u63d0\u4f9b\u5168\u9762\u7684\u6570\u636e\u8986\u76d6\uff0c\u51e0\u4e4e\u9002\u7528\u4e8e\u4efb\u4f55\u519c\u4e1a\u6216\u79d1\u7814\u5e94\u7528\u3002\u60a8\u53ef\u4ee5\u5148\u9009\u62e9\u7b26\u5408\u5206\u8fa8\u7387\u548c\u91cd\u8bbf\u9891\u7387\u8981\u6c42\u7684\u5e73\u53f0\uff0c\u7136\u540e\u968f\u7740\u9700\u6c42\u7684\u589e\u957f\u6269\u5c55\u5230\u5176\u4ed6\u6570\u636e\u6e90\u3002.<\/p>\n\n\n\n<p>\u5149\u5b66\u3001\u96f7\u8fbe\u548c\u70ed\u6210\u50cf\u4f20\u611f\u5668\u7684\u7ed3\u5408\uff0c\u80fd\u591f\u63d0\u4f9b\u4ec5\u9760\u5730\u9762\u89c2\u6d4b\u65e0\u6cd5\u83b7\u5f97\u7684\u4fe1\u606f\u3002\u968f\u7740\u536b\u661f\u661f\u5ea7\u7684\u6269\u5c55\u548c\u5904\u7406\u5de5\u5177\u7684\u65e5\u76ca\u4fbf\u6377\uff0c\u5929\u57fa\u6570\u636e\u91c7\u96c6\u4e0e\u5b9e\u5730\u51b3\u7b56\u4e4b\u95f4\u7684\u5dee\u8ddd\u6b63\u5728\u4e0d\u65ad\u7f29\u5c0f\u3002.<\/p>\n\n\n\n<p>\u7acb\u5373\u5f00\u59cb\u63a2\u7d22\u8fd9\u4e9b\u8d44\u6e90\u3002\u60a8\u5728\u4f5c\u7269\u7ba1\u7406\u6216\u7814\u7a76\u65b9\u9762\u7684\u4e0b\u4e00\u4e2a\u7a81\u7834\u53ef\u80fd\u5c31\u9690\u85cf\u5728\u6628\u5929\u62cd\u6444\u7684\u514d\u8d39\u536b\u661f\u56fe\u50cf\u4e2d\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u89c1\u95ee\u9898<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1776179556316\"><strong class=\"schema-faq-question\">\u53ef\u83b7\u53d6\u7684\u6700\u9ad8\u5206\u8fa8\u7387\u7684\u514d\u8d39\u536b\u661f\u56fe\u50cf\u662f\u4ec0\u4e48\uff1f<\/strong> <p class=\"schema-faq-answer\">Sentinel-2 \u63d0\u4f9b\u5206\u8fa8\u7387\u6700\u9ad8\u7684\u514d\u8d39\u536b\u661f\u5f71\u50cf\uff0c\u5927\u591a\u6570\u6ce2\u6bb5\u7684\u5206\u8fa8\u7387\u4e3a 10 \u7c73\u3002Landsat \u6807\u51c6\u5206\u8fa8\u7387\u4e3a 30 \u7c73\uff0c\u5168\u8272\u5206\u8fa8\u7387\u4e3a 15 \u7c73\u3002\u5bf9\u4e8e\u707e\u5bb3\u4e8b\u4ef6\uff0cMaxar \u7684\u5f00\u653e\u6570\u636e\u8ba1\u5212\u4f1a\u5728\u707e\u5bb3\u53d1\u751f\u540e 24-48 \u5c0f\u65f6\u5185\u53d1\u5e03\u9ad8\u5206\u8fa8\u7387\u5149\u5b66\u5f71\u50cf\uff08\u4e9a\u7c73\u7ea7\u5206\u8fa8\u7387\uff09\uff0c\u4f46\u5176\u8986\u76d6\u8303\u56f4\u4ec5\u9650\u4e8e\u7279\u5b9a\u4e8b\u4ef6\uff0c\u800c\u975e\u8fde\u7eed\u3002.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179561877\"><strong class=\"schema-faq-question\">\u536b\u661f\u56fe\u50cf\u591a\u4e45\u66f4\u65b0\u4e00\u6b21\uff1f<\/strong> <p class=\"schema-faq-answer\">\u4e0d\u540c\u536b\u661f\u7684\u66f4\u65b0\u9891\u7387\u5404\u4e0d\u76f8\u540c\u3002Sentinel-2 \u6bcf 5 \u5929\u91cd\u8bbf\u4e00\u6b21\uff0cLandsat \u6bcf 16 \u5929\u91cd\u8bbf\u4e00\u6b21\uff0cMODIS \u6bcf\u5929\u91cd\u8bbf\u4e00\u6b21\u3002\u636e\u7f8e\u56fd\u5730\u8d28\u8c03\u67e5\u5c40 (USGS) \u79f0\uff0cLandsat \u5f71\u50cf\u5728\u83b7\u53d6\u540e 6 \u5c0f\u65f6\u5185\u5373\u53ef\u901a\u8fc7 EarthExplorer \u83b7\u53d6\u3002\u7ed3\u5408\u591a\u9897\u536b\u661f\u7684\u6570\u636e\u53ef\u4ee5\u63d0\u9ad8\u4efb\u4f55\u5730\u70b9\u7684\u6709\u6548\u91cd\u8bbf\u9891\u7387\u3002.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179566820\"><strong class=\"schema-faq-question\">\u6211\u53ef\u4ee5\u5c06\u514d\u8d39\u536b\u661f\u56fe\u50cf\u7528\u4e8e\u5546\u4e1a\u519c\u4e1a\u5417\uff1f<\/strong> <p class=\"schema-faq-answer\">\u662f\u7684\u3002\u6765\u81ea\u7f8e\u56fd\u5730\u8d28\u8c03\u67e5\u5c40\u9646\u5730\u536b\u661f\uff08USGS Landsat\uff09\u3001\u6b27\u6d32\u822a\u5929\u5c40\u54e5\u767d\u5c3c\u54e8\u5175\u536b\u661f\uff08ESA Copernicus Sentinels\uff09\u548c\u7f8e\u56fd\u56fd\u5bb6\u822a\u7a7a\u822a\u5929\u5c40\uff08NASA\uff09\u536b\u661f\u7684\u6570\u636e\u6ca1\u6709\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u9650\u5236\u3002\u8fd9\u4e9b\u5e73\u53f0\u660e\u786e\u5141\u8bb8\u5546\u4e1a\u5e94\u7528\uff0c\u5305\u62ec\u7cbe\u51c6\u519c\u4e1a\u670d\u52a1\u3001\u4f5c\u7269\u54a8\u8be2\u548c\u519c\u573a\u7ba1\u7406\u8f6f\u4ef6\u3002\u8bf7\u52a1\u5fc5\u6838\u5b9e\u6bcf\u4e2a\u6570\u636e\u96c6\u7684\u5177\u4f53\u6761\u6b3e\u3002.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179814388\"><strong class=\"schema-faq-question\">\u6211\u9700\u8981\u7279\u6b8a\u7684\u8f6f\u4ef6\u624d\u80fd\u5904\u7406\u536b\u661f\u56fe\u50cf\u5417\uff1f<\/strong> <p class=\"schema-faq-answer\">\u4e0d\u4e00\u5b9a\u3002\u50cf Copernicus Browser \u548c NASA Worldview \u8fd9\u6837\u7684\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684\u5e73\u53f0\u65e0\u9700\u4e0b\u8f7d\u5373\u53ef\u5b9e\u73b0\u53ef\u89c6\u5316\u3002\u5bf9\u4e8e\u5206\u6790\uff0c\u50cf QGIS \u8fd9\u6837\u7684\u514d\u8d39\u8f6f\u4ef6\u53ef\u4ee5\u5904\u7406\u5927\u591a\u6570\u536b\u661f\u6570\u636e\u683c\u5f0f\u3002\u8bb8\u591a\u5e73\u53f0\u73b0\u5728\u63d0\u4f9b\u9884\u5904\u7406\u4ea7\u54c1\uff0c\u4f8b\u5982\u690d\u88ab\u6307\u6570\uff0c\u4ece\u800c\u964d\u4f4e\u4e86\u6280\u672f\u8981\u6c42\u3002.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179820141\"><strong class=\"schema-faq-question\">\u5982\u4f55\u5904\u7406\u536b\u661f\u56fe\u50cf\u4e2d\u7684\u4e91\u5c42\uff1f<\/strong> <p class=\"schema-faq-answer\">\u4e91\u5c42\u8986\u76d6\u4f1a\u9650\u5236\u5149\u5b66\u536b\u661f\u7684\u53ef\u7528\u6027\u3002\u5e94\u5bf9\u7b56\u7565\u5305\u62ec\u4e0b\u8f7d\u591a\u4e2a\u65e5\u671f\u7684\u6570\u636e\u4ee5\u5bfb\u627e\u65e0\u4e91\u65f6\u6bb5\u3001\u4f7f\u7528\u80fd\u591f\u7a7f\u900f\u4e91\u5c42\u7684Sentinel-1\u96f7\u8fbe\u6570\u636e\uff0c\u6216\u4f7f\u7528\u7ed3\u5408\u591a\u4e2a\u65e0\u4e91\u89c2\u6d4b\u6570\u636e\u7684\u5408\u6210\u4ea7\u54c1\u3002\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u901a\u5e38\u53ef\u4ee5\u514b\u670d\u5076\u5c14\u51fa\u73b0\u7684\u4e91\u5c42\u8986\u76d6\u56fe\u50cf\u7684\u5f71\u54cd\u3002.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179827453\"><strong class=\"schema-faq-question\">\u6211\u53ef\u4ee5\u5229\u7528\u514d\u8d39\u536b\u661f\u6570\u636e\u8ba1\u7b97\u54ea\u4e9b\u690d\u88ab\u6307\u6570\uff1f<\/strong> <p class=\"schema-faq-answer\">Landsat \u548c Sentinel-2 \u652f\u6301\u6240\u6709\u5e38\u7528\u7684\u690d\u88ab\u6307\u6570\uff0c\u5305\u62ec NDVI\uff08\u5f52\u4e00\u5316\u690d\u88ab\u6307\u6570\uff09\u3001EVI\uff08\u589e\u5f3a\u578b\u690d\u88ab\u6307\u6570\uff09\u3001NDWI\uff08\u5f52\u4e00\u5316\u6c34\u4f53\u6307\u6570\uff09\u548c SAVI\uff08\u571f\u58e4\u8c03\u6574\u690d\u88ab\u6307\u6570\uff09\u3002\u8fd9\u4e9b\u6307\u6570\u53ef\u4ee5\u53cd\u6620\u4f5c\u7269\u5065\u5eb7\u72b6\u51b5\u3001\u6c34\u5206\u80c1\u8feb\u548c\u751f\u7269\u91cf\u3002\u8bb8\u591a\u5e73\u53f0\u63d0\u4f9b\u9884\u5148\u8ba1\u7b97\u597d\u7684\u6307\u6570\u3002.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179832695\"><strong class=\"schema-faq-question\">\u5386\u53f2\u536b\u661f\u56fe\u50cf\u53ef\u4ee5\u514d\u8d39\u83b7\u53d6\u5417\uff1f<\/strong> <p class=\"schema-faq-answer\">\u662f\u7684\u3002\u7f8e\u56fd\u5730\u8d28\u8c03\u67e5\u5c40\u5730\u7403\u63a2\u7d22\u8005\uff08USGS EarthExplorer\uff09\u63d0\u4f9b\u81ea1972\u5e74\u4ee5\u6765\u7684Landsat\u536b\u661f\u5f71\u50cf\u2014\u2014\u8d85\u8fc750\u5e74\u7684\u8fde\u7eed\u5730\u7403\u89c2\u6d4b\u6570\u636e\u3002\u8fd9\u4e00\u5386\u53f2\u6863\u6848\u5e93\u80fd\u591f\u5f00\u5c55\u957f\u671f\u7684\u571f\u5730\u5229\u7528\u53d8\u5316\u7814\u7a76\uff0c\u5bf9\u4e8e\u7814\u7a76\u519c\u4e1a\u6269\u5f20\u3001\u6c14\u5019\u5f71\u54cd\u4ee5\u53ca\u6570\u5341\u5e74\u6765\u7684\u73af\u5883\u53d8\u5316\u5177\u6709\u4e0d\u53ef\u4f30\u91cf\u7684\u4ef7\u503c\u3002.<\/p> <\/div> <\/div>","protected":false},"excerpt":{"rendered":"<p>Farmers and researchers can access free satellite imagery from authoritative sources including USGS Landsat (50+ years of archive), ESA&#8217;s Sentinel satellites (10m resolution, updated every 5 days), NASA Earthdata for specialized products, and NOAA for coastal and atmospheric data. These platforms provide multispectral, SAR, and thermal imagery essential for crop monitoring, land use analysis, and [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":183094,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-183090","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>Top Free Satellite Imagery Sources for Farmers 2026<\/title>\n<meta name=\"description\" content=\"Discover the best free satellite imagery platforms for agriculture and research. Access Landsat, Sentinel-2, NASA data, and more\u2014no subscription required.\" \/>\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\/free-satellite-imagery-sources\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top Free Satellite Imagery Sources for Farmers 2026\" \/>\n<meta property=\"og:description\" content=\"Discover the best free satellite imagery platforms for agriculture and research. Access Landsat, Sentinel-2, NASA data, and more\u2014no subscription required.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/zh\/free-satellite-imagery-sources\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2026-04-14T15:23:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-14T15:23:39+00:00\" \/>\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=\"10 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/\"},\"author\":{\"name\":\"FlyPix AI Team\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\"},\"headline\":\"Top Free Sources of Satellite Imagery for Farmers and Researchers\",\"datePublished\":\"2026-04-14T15:23:20+00:00\",\"dateModified\":\"2026-04-14T15:23:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/\"},\"wordCount\":1875,\"publisher\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/pexels-tonywuphotography-5555232.avif\",\"articleSection\":[\"Articles\"],\"inLanguage\":\"zh-Hans\"},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/\",\"url\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/\",\"name\":\"Top Free Satellite Imagery Sources for Farmers 2026\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/pexels-tonywuphotography-5555232.avif\",\"datePublished\":\"2026-04-14T15:23:20+00:00\",\"dateModified\":\"2026-04-14T15:23:39+00:00\",\"description\":\"Discover the best free satellite imagery platforms for agriculture and research. 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Landsat offers 30-meter resolution as standard, with 15-meter panchromatic resolution. For disaster events, Maxar's Open Data Program releases high-resolution optical imagery (sub-meter resolution) within 24-48 hours of disaster events, though coverage is event-specific rather than continuous.\",\"inLanguage\":\"zh-Hans\"},\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179561877\",\"position\":2,\"url\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179561877\",\"name\":\"How often are satellite images updated?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Update frequency varies by satellite. Sentinel-2 revisits every 5 days, Landsat every 16 days, and MODIS daily. According to USGS, Landsat scenes become available through EarthExplorer within 6 hours of acquisition. 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Always verify specific terms for each dataset.\",\"inLanguage\":\"zh-Hans\"},\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179814388\",\"position\":4,\"url\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179814388\",\"name\":\"Do I need special software to work with satellite imagery?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Not necessarily. Browser-based platforms like Copernicus Browser and NASA Worldview allow visualization without downloads. For analysis, free software like QGIS handles most satellite data formats. Many platforms now offer pre-processed products like vegetation indices, reducing technical requirements.\",\"inLanguage\":\"zh-Hans\"},\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179820141\",\"position\":5,\"url\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179820141\",\"name\":\"How do I deal with clouds in satellite images?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Cloud cover limits optical satellite usefulness. Strategies include downloading multiple dates to find cloud-free periods, using Sentinel-1 radar data that penetrates clouds, or working with composite products that combine multiple cloud-free observations. Time series analysis can often work around occasional cloudy images.\",\"inLanguage\":\"zh-Hans\"},\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179827453\",\"position\":6,\"url\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179827453\",\"name\":\"What vegetation indices can I calculate from free satellite data?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Landsat and Sentinel-2 support all common vegetation indices including NDVI (Normalized Difference Vegetation Index), EVI (Enhanced Vegetation Index), NDWI (Normalized Difference Water Index), and SAVI (Soil-Adjusted Vegetation Index). These reveal crop health, water stress, and biomass. 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Team"},"url":"https:\/\/flypix.ai\/zh\/author\/manager\/"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179556316","position":1,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179556316","name":"\u53ef\u83b7\u53d6\u7684\u6700\u9ad8\u5206\u8fa8\u7387\u7684\u514d\u8d39\u536b\u661f\u56fe\u50cf\u662f\u4ec0\u4e48\uff1f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Sentinel-2 provides the highest resolution free satellite imagery at 10 meters for most bands. Landsat offers 30-meter resolution as standard, with 15-meter panchromatic resolution. For disaster events, Maxar's Open Data Program releases high-resolution optical imagery (sub-meter resolution) within 24-48 hours of disaster events, though coverage is event-specific rather than continuous.","inLanguage":"zh-Hans"},"inLanguage":"zh-Hans"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179561877","position":2,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179561877","name":"\u536b\u661f\u56fe\u50cf\u591a\u4e45\u66f4\u65b0\u4e00\u6b21\uff1f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Update frequency varies by satellite. Sentinel-2 revisits every 5 days, Landsat every 16 days, and MODIS daily. According to USGS, Landsat scenes become available through EarthExplorer within 6 hours of acquisition. Combining multiple satellites increases effective revisit frequency for any location.","inLanguage":"zh-Hans"},"inLanguage":"zh-Hans"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179566820","position":3,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179566820","name":"\u6211\u53ef\u4ee5\u5c06\u514d\u8d39\u536b\u661f\u56fe\u50cf\u7528\u4e8e\u5546\u4e1a\u519c\u4e1a\u5417\uff1f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes. Data from USGS Landsat, ESA Copernicus Sentinels, and NASA satellites carries no commercial use restrictions. These platforms explicitly permit commercial applications including precision agriculture services, crop consulting, and farm management software. Always verify specific terms for each dataset.","inLanguage":"zh-Hans"},"inLanguage":"zh-Hans"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179814388","position":4,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179814388","name":"\u6211\u9700\u8981\u7279\u6b8a\u7684\u8f6f\u4ef6\u624d\u80fd\u5904\u7406\u536b\u661f\u56fe\u50cf\u5417\uff1f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Not necessarily. Browser-based platforms like Copernicus Browser and NASA Worldview allow visualization without downloads. For analysis, free software like QGIS handles most satellite data formats. Many platforms now offer pre-processed products like vegetation indices, reducing technical requirements.","inLanguage":"zh-Hans"},"inLanguage":"zh-Hans"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179820141","position":5,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179820141","name":"\u5982\u4f55\u5904\u7406\u536b\u661f\u56fe\u50cf\u4e2d\u7684\u4e91\u5c42\uff1f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Cloud cover limits optical satellite usefulness. Strategies include downloading multiple dates to find cloud-free periods, using Sentinel-1 radar data that penetrates clouds, or working with composite products that combine multiple cloud-free observations. Time series analysis can often work around occasional cloudy images.","inLanguage":"zh-Hans"},"inLanguage":"zh-Hans"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179827453","position":6,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179827453","name":"\u6211\u53ef\u4ee5\u5229\u7528\u514d\u8d39\u536b\u661f\u6570\u636e\u8ba1\u7b97\u54ea\u4e9b\u690d\u88ab\u6307\u6570\uff1f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Landsat and Sentinel-2 support all common vegetation indices including NDVI (Normalized Difference Vegetation Index), EVI (Enhanced Vegetation Index), NDWI (Normalized Difference Water Index), and SAVI (Soil-Adjusted Vegetation Index). These reveal crop health, water stress, and biomass. Many platforms provide pre-calculated indices.","inLanguage":"zh-Hans"},"inLanguage":"zh-Hans"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179832695","position":7,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179832695","name":"\u5386\u53f2\u536b\u661f\u56fe\u50cf\u53ef\u4ee5\u514d\u8d39\u83b7\u53d6\u5417\uff1f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes. USGS EarthExplorer provides Landsat imagery dating to 1972\u2014over 50 years of continuous earth observation. This historical archive enables long-term land use change studies, making it invaluable for research into agricultural expansion, climate impacts, and environmental changes over decades.","inLanguage":"zh-Hans"},"inLanguage":"zh-Hans"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/posts\/183090","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/comments?post=183090"}],"version-history":[{"count":2,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/posts\/183090\/revisions"}],"predecessor-version":[{"id":183097,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/posts\/183090\/revisions\/183097"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/media\/183094"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/media?parent=183090"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/categories?post=183090"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/tags?post=183090"}],"curies":[{"name":"\u53ef\u6e7f\u6027\u7c89\u5242","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}