{"id":169584,"date":"2024-09-27T14:17:06","date_gmt":"2024-09-27T14:17:06","guid":{"rendered":"https:\/\/flypix.ai\/?p=169584"},"modified":"2025-07-25T13:34:31","modified_gmt":"2025-07-25T13:34:31","slug":"geospatial-visualization-software-tools-ai","status":"publish","type":"post","link":"https:\/\/flypix.ai\/zh\/geospatial-visualization-software-tools-ai\/","title":{"rendered":"\u4e86\u89e3\u5730\u7406\u7a7a\u95f4\u53ef\u89c6\u5316\u8f6f\u4ef6\u548c\u4eba\u5de5\u667a\u80fd\u5de5\u5177"},"content":{"rendered":"<p>\u5730\u7406\u7a7a\u95f4\u53ef\u89c6\u5316\u8f6f\u4ef6\u548c AI \u5de5\u5177\u53ef\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u5305\u542b\u4f4d\u7f6e\u7ec4\u4ef6\u7684\u6570\u636e\u3002\u65e0\u8bba\u60a8\u662f\u5728\u7ed8\u5236\u4ea4\u901a\u6a21\u5f0f\u56fe\u3001\u8ddf\u8e2a\u73af\u5883\u53d8\u5316\u8fd8\u662f\u5206\u6790\u57ce\u5e02\u53d1\u5c55\uff0c\u8fd9\u4e9b\u5de5\u5177\u90fd\u53ef\u4ee5\u5c06\u590d\u6742\u7684\u6570\u636e\u96c6\u8f6c\u6362\u4e3a\u6613\u4e8e\u7406\u89e3\u7684\u53ef\u89c6\u5316\u5730\u56fe\u6216\u6a21\u578b\u3002\u5b83\u4eec\u7528\u4e8e\u4ece\u57ce\u5e02\u89c4\u5212\u5230\u519c\u4e1a\u7b49\u5404\u79cd\u884c\u4e1a\uff0c\u5e2e\u52a9\u4eba\u4eec\u66f4\u6e05\u695a\u5730\u4e86\u89e3\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u3001\u8d8b\u52bf\u548c\u5173\u7cfb\u3002\u8ba9\u6211\u4eec\u5206\u6790\u4e00\u4e0b\u4ec0\u4e48\u662f\u5730\u7406\u7a7a\u95f4\u53ef\u89c6\u5316\u4ee5\u53ca\u8fd9\u4e9b\u5de5\u5177\u5728\u65e5\u5e38\u60c5\u51b5\u4e0b\u7684\u5de5\u4f5c\u539f\u7406\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><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\" 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\u63d0\u4f9b\u5730\u7406\u7a7a\u95f4\u5206\u6790\u5e73\u53f0\uff0c\u65e8\u5728\u5e2e\u52a9\u4f01\u4e1a\u4f7f\u7528\u5148\u8fdb\u7684 AI \u6a21\u578b\u5206\u6790\u5730\u7403\u8868\u9762\u3002\u6211\u4eec\u7684\u5e73\u53f0\u5141\u8bb8\u7528\u6237\u68c0\u6d4b\u548c\u5206\u6790\u5730\u7406\u7a7a\u95f4\u56fe\u50cf\uff08\u5305\u62ec\u536b\u661f\u548c\u822a\u7a7a\u6570\u636e\uff09\u4e2d\u7684\u5bf9\u8c61\uff0c\u800c\u65e0\u9700\u5927\u91cf\u7684\u7f16\u7a0b\u77e5\u8bc6\u3002\u901a\u8fc7\u63d0\u4f9b\u5141\u8bb8\u521b\u5efa\u81ea\u5b9a\u4e49 AI \u6a21\u578b\u548c\u7cbe\u786e\u6ce8\u91ca\u7684\u5de5\u5177\uff0c\u6211\u4eec\u5e2e\u52a9\u5404\u4e2a\u884c\u4e1a\u7684\u4f01\u4e1a\u76d1\u63a7\u548c\u5206\u6790\u4e0e\u5730\u7406\u5750\u6807\u76f8\u5173\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u7684\u5e73\u53f0\u652f\u6301\u519c\u4e1a\u3001\u5efa\u7b51\u3001\u653f\u5e9c\u548c\u73af\u5883\u76d1\u6d4b\u7b49\u884c\u4e1a\uff0c\u80fd\u591f\u9ad8\u6548\u5206\u6790\u5bc6\u96c6\u800c\u590d\u6742\u7684\u573a\u666f\u3002FlyPix AI \u7684\u7cfb\u7edf\u96c6\u6210\u4e86\u591a\u5149\u8c31\u6570\u636e\uff0c\u5e76\u63d0\u4f9b\u5404\u79cd\u8ba2\u9605\u8ba1\u5212\uff0c\u4ece\u57fa\u672c\u7684\u514d\u8d39\u670d\u52a1\u5230\u4f01\u4e1a\u7ea7\u89e3\u51b3\u65b9\u6848\u3002\u4e3b\u8981\u529f\u80fd\u5305\u62ec\u652f\u6301 AI \u7684\u5bf9\u8c61\u68c0\u6d4b\u3001\u8be6\u7ec6\u7684\u5bf9\u8c61\u5206\u6790\u548c\u5f02\u5e38\u68c0\u6d4b\u3002\u8fd9\u4e9b\u529f\u80fd\u53ef\u5e2e\u52a9\u4f01\u4e1a\u8ddf\u8e2a\u968f\u65f6\u95f4\u7684\u53d8\u5316\u5e76\u8bc6\u522b\u6f5c\u5728\u95ee\u9898\uff0c\u5e76\u901a\u8fc7 AI \u9a71\u52a8\u7684\u5730\u7406\u7a7a\u95f4\u6d1e\u5bdf\u7b80\u5316\u51b3\u7b56\u6d41\u7a0b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u4ef7\u8ba1\u5212\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u7840\u7248\uff1a\u57fa\u7840\u7248\u5957\u9910\u514d\u8d39\uff0c\u5305\u542b\u4e00\u4e2a\u7528\u6237\u5e2d\u4f4d\u30013GB \u5b58\u50a8\u7a7a\u95f4\u548c 10 \u4e2a\u79ef\u5206\u3002\u6b64\u5957\u9910\u63d0\u4f9b\u6709\u9650\u7684\u652f\u6301\u548c\u5bf9 FlyPix AI \u6a21\u578b\u7684\u8bbf\u95ee\u6743\u9650\uff0c\u7528\u4e8e\u57fa\u672c\u5206\u6790\u548c AI \u6a21\u578b\u8bad\u7ec3\u3002<\/li>\n\n\n\n<li>\u5165\u95e8\u7ea7\uff1a\u6b64\u5957\u9910\u6bcf\u4f4d\u7528\u6237\u6bcf\u6708 50 \u6b27\u5143\uff0c\u63d0\u4f9b 10GB \u5b58\u50a8\u7a7a\u95f4\u3001\u6bcf\u6708 50 \u4e2a\u79ef\u5206\uff0c\u652f\u6301\u5904\u7406\u9ad8\u8fbe 1 \u5343\u5146\u50cf\u7d20\u7684\u6570\u636e\u3002\u5b83\u8fd8\u5305\u62ec\u8bbf\u95ee\u5206\u6790\u4eea\u8868\u677f\u548c\u5bfc\u51fa\u77e2\u91cf\u56fe\u5c42\u7684\u529f\u80fd\u3002\u652f\u6301\u4ec5\u9650\u4e8e\u4e94\u4e2a\u5de5\u4f5c\u65e5\u5185\u7684\u7535\u5b50\u90ae\u4ef6\u56de\u590d\u3002<\/li>\n\n\n\n<li>\u6807\u51c6\u7248\uff1a\u6807\u51c6\u7248\u5957\u9910\u6bcf\u6708\u6536\u8d39 500 \u6b27\u5143\uff0c\u53ef\u4f9b 2 \u540d\u7528\u6237\u4f7f\u7528\uff0c\u5305\u62ec 120GB \u5b58\u50a8\u7a7a\u95f4\u3001500 \u4e2a\u79ef\u5206\u4ee5\u53ca\u6bcf\u6708\u989d\u5916 100 \u4e2a\u79ef\u5206\uff0c\u652f\u6301\u5904\u7406\u9ad8\u8fbe 12 \u5343\u5146\u50cf\u7d20\u7684\u6570\u636e\u3002\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u591a\u5149\u8c31\u6570\u636e\u548c\u5730\u56fe\u5171\u4eab\u7b49\u9ad8\u7ea7\u529f\u80fd\uff0c\u5e76\u5728\u4e24\u4e2a\u5de5\u4f5c\u65e5\u5185\u83b7\u5f97\u7535\u5b50\u90ae\u4ef6\u652f\u6301\u3002<\/li>\n\n\n\n<li>\u4e13\u4e1a\u7248\uff1a\u4e13\u4e1a\u7248\u5957\u9910\u6bcf\u6708\u6536\u8d39 2000 \u6b27\u5143\uff0c\u6700\u591a\u652f\u6301 5 \u540d\u7528\u6237\uff0c\u5305\u62ec 600GB \u5b58\u50a8\u7a7a\u95f4\u30012000 \u4e2a\u79ef\u5206\u4ee5\u53ca\u6bcf\u6708 1000 \u4e2a\u989d\u5916\u79ef\u5206\uff0c\u5904\u7406\u80fd\u529b\u9ad8\u8fbe 60 \u5343\u5146\u50cf\u7d20\u3002\u6b64\u5957\u9910\u8fd8\u63d0\u4f9b\u9ad8\u7ea7\u529f\u80fd\uff0c\u4f8b\u5982 API \u8bbf\u95ee\u3001\u56e2\u961f\u7ba1\u7406\u4ee5\u53ca\u901a\u8fc7\u7535\u5b50\u90ae\u4ef6\u548c\u804a\u5929\u63d0\u4f9b\u652f\u6301\uff0c\u54cd\u5e94\u65f6\u95f4\u4e3a\u4e00\u5c0f\u65f6\u3002<\/li>\n\n\n\n<li>\u4f01\u4e1a\u7248\uff1a\u4f01\u4e1a\u7248\u8ba1\u5212\u63d0\u4f9b\u9488\u5bf9\u7279\u5b9a\u9700\u6c42\u7684\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\uff0c\u7528\u6237\u5e2d\u4f4d\u3001\u5b58\u50a8\u7a7a\u95f4\u548c\u4fe1\u7528\u989d\u5ea6\u4e0d\u53d7\u9650\u5236\u3002\u6b64\u8ba1\u5212\u4e13\u4e3a\u9700\u8981\u5927\u91cf\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u7684\u5927\u89c4\u6a21\u8fd0\u8425\u800c\u8bbe\u8ba1\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u65e0\u4ee3\u7801\u5e73\u53f0\uff0c\u53ef\u8f7b\u677e\u521b\u5efa\u548c\u8bad\u7ec3 AI \u6a21\u578b\u3002<\/li>\n\n\n\n<li>\u652f\u6301\u5e7f\u6cdb\u7684\u5730\u7406\u7a7a\u95f4\u6570\u636e\u6e90\u3002<\/li>\n\n\n\n<li>\u9002\u7528\u4e8e\u5c0f\u578b\u56e2\u961f\u548c\u5927\u578b\u4f01\u4e1a\u7684\u53ef\u6269\u5c55\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u7ea7\u529f\u80fd\u548c\u5927\u5bb9\u91cf\u5b58\u50a8\u9700\u8981\u66f4\u9ad8\u7ea7\u522b\u7684\u8ba1\u5212\uff0c\u8fd9\u5bf9\u4e8e\u5c0f\u578b\u4f01\u4e1a\u6765\u8bf4\u53ef\u80fd\u6210\u672c\u9ad8\u6602\u3002<\/li>\n\n\n\n<li>\u8f83\u4f4e\u7ea7\u522b\u8ba1\u5212\u4e2d\u7684\u652f\u6301\u6709\u9650\uff0c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u95ee\u9898\u89e3\u51b3\u901f\u5ea6\u53d8\u6162\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1a <a href=\"https:\/\/flypix.ai\/zh\/\" target=\"_blank\" rel=\"noreferrer noopener\">flypix.ai<\/a><\/li>\n\n\n\n<li>\u5730\u5740\uff1aRobert-Bosch-Str. 7, 64293 Darmstadt, Germany<\/li>\n\n\n\n<li>\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\">www.linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"175133\" class=\"elementor elementor-175133\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-104087b e-con-full elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"104087b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-867b2d5 e-con-full e-flex e-con e-child\" data-id=\"867b2d5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-22a9257 e-con-full e-flex e-con e-child\" data-id=\"22a9257\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-35f7bb2 elementor-widget elementor-widget-heading\" data-id=\"35f7bb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u4f7f\u7528 FlyPix \u4f53\u9a8c\u5730\u7406\u7a7a\u95f4\u5206\u6790\u7684\u672a\u6765\uff01<br>\n<span style=\"color:var( --e-global-color-accent )\">\u7acb\u5373\u5f00\u59cb\u8bd5\u7528<\/span><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-73bbc8c e-con-full e-flex e-con e-child\" data-id=\"73bbc8c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a05b61c elementor-align-right elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"a05b61c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/app.flypix.ai\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u7acb\u5373\u8bd5\u7528<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"449\" height=\"112\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Kontur-Global-Fires.jpg\" alt=\"\" class=\"wp-image-169586\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Kontur-Global-Fires.jpg 449w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Kontur-Global-Fires-300x75.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Kontur-Global-Fires-18x4.jpg 18w\" sizes=\"(max-width: 449px) 100vw, 449px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. Kontur \u5168\u7403\u706b\u707e<\/h2>\n\n\n\n<p>Kontur Global Fires \u662f\u4e00\u6b3e\u65e8\u5728\u53ef\u89c6\u5316\u5168\u7403\u706b\u707e\u6570\u636e\u5e76\u5e2e\u52a9\u7528\u6237\u5728\u91ce\u706b\u5b63\u8282\u627e\u5230\u7a7a\u6c14\u66f4\u6e05\u6d01\u7684\u5730\u533a\u7684\u5de5\u5177\u3002\u5b83\u6536\u96c6\u6709\u5173\u91ce\u706b\u548c\u7a7a\u6c14\u8d28\u91cf\u72b6\u51b5\u7684\u6570\u636e\uff0c\u5e76\u5728\u79fb\u52a8\u8bbe\u5907\u4e0a\u5b9e\u65f6\u63d0\u4f9b\u8fd9\u4e9b\u4fe1\u606f\u3002\u8be5\u5de5\u5177\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u8bc6\u522b\u53d7\u706b\u707e\u5f71\u54cd\u7684\u5730\u533a\u548c\u9644\u8fd1\u6709\u53ef\u547c\u5438\u7a7a\u6c14\u7684\u5730\u533a\uff0c\u8fd9\u5728\u706b\u707e\u8fc5\u901f\u53d1\u5c55\u5e76\u5a01\u80c1\u5927\u7247\u5730\u533a\u65f6\u81f3\u5173\u91cd\u8981\u3002<\/p>\n\n\n\n<p>\u8be5\u5e73\u53f0\u7684\u521b\u5efa\u662f\u4e3a\u4e86\u5e94\u5bf9\u91ce\u706b\u53d1\u751f\u9891\u7387\u548c\u4e25\u91cd\u7a0b\u5ea6\u7684\u4e0d\u65ad\u589e\u52a0\uff0c\u91ce\u706b\u5bf9\u5168\u7403\u7ecf\u6d4e\u548c\u73af\u5883\u4ea7\u751f\u4e86\u91cd\u5927\u5f71\u54cd\u3002Kontur Global Fires \u4f7f\u7528\u6570\u636e\u53ef\u89c6\u5316\u6765\u663e\u793a\u706b\u707e\u4f4d\u7f6e\u548c\u57fa\u4e8e PM2.5 \u9897\u7c92\u7684\u7a7a\u6c14\u8d28\u91cf\u6c34\u5e73\u3002\u8be5\u5de5\u5177\u5bf9\u4e8e\u76d1\u6d4b\u7a7a\u6c14\u8d28\u91cf\u548c\u9884\u6d4b\u91ce\u706b\u53ef\u80fd\u5982\u4f55\u53d1\u5c55\u7279\u522b\u6709\u7528\uff0c\u4f7f\u4e2a\u4eba\u548c\u7ec4\u7ec7\u80fd\u591f\u5c31\u758f\u6563\u548c\u8d44\u6e90\u5206\u914d\u505a\u51fa\u660e\u667a\u7684\u51b3\u5b9a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u4ef7\u8ba1\u5212\uff1a<\/h3>\n\n\n\n<p>Kontur Global Fires \u7684\u5b9a\u4ef7\u5e76\u672a\u5728\u516c\u53f8\u7f51\u7ad9\u4e0a\u660e\u786e\u516c\u5e03\u3002\u611f\u5174\u8da3\u7684\u7528\u6237\u53ef\u6839\u636e\u81ea\u8eab\u9700\u6c42\u8054\u7cfb Kontur \u4e86\u89e3\u5177\u4f53\u5b9a\u4ef7\u8be6\u60c5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u706b\u707e\u548c\u7a7a\u6c14\u8d28\u91cf\u7684\u5b9e\u65f6\u53ef\u89c6\u5316<\/li>\n\n\n\n<li>\u53ef\u901a\u8fc7\u79fb\u52a8\u8bbe\u5907\u8fdb\u884c\u968f\u65f6\u968f\u5730\u76d1\u63a7<\/li>\n\n\n\n<li>\u4e00\u5e74\u7684\u7efc\u5408\u706b\u707e\u548c\u7a7a\u6c14\u8d28\u91cf\u6570\u636e<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\u4e0a\u6ca1\u6709\u8be6\u7ec6\u7684\u5b9a\u4ef7\u4fe1\u606f<\/li>\n\n\n\n<li>\u8be5\u5e73\u53f0\u53ef\u80fd\u9700\u8981\u9488\u5bf9\u7279\u5b9a\u7528\u4f8b\u8fdb\u884c\u8fdb\u4e00\u6b65\u5b9a\u5236<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1akontur.io<\/li>\n\n\n\n<li>\u5730\u5740\uff1a1305 \u5317\u970d\u6d1b\u6ce2\u8bfa\u8857\uff0cSte 2 \u57fa\u9ed1\uff0cHI 96753<\/li>\n\n\n\n<li>\u63a8\u7279: x.com\/konturinc<\/li>\n\n\n\n<li>\u9886\u82f1: linkedin.com\/company\/konturinc<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/ArcGIS-by-Esri.jpg\" alt=\"\" class=\"wp-image-169587\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/ArcGIS-by-Esri.jpg 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/ArcGIS-by-Esri-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/ArcGIS-by-Esri-12x12.jpg 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. Esri \u7684 ArcGIS<\/h2>\n\n\n\n<p>ArcGIS \u662f\u7531 Esri \u5f00\u53d1\u7684\u7efc\u5408\u5730\u7406\u7a7a\u95f4\u5e73\u53f0\uff0c\u65e8\u5728\u5e2e\u52a9\u7ec4\u7ec7\u7ba1\u7406\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u7a7a\u95f4\u6570\u636e\u3002\u5b83\u901a\u8fc7\u5730\u7406\u73af\u5883\u96c6\u6210\u6570\u636e\uff0c\u63d0\u4f9b\u5236\u56fe\u3001\u7a7a\u95f4\u5206\u6790\u548c\u5b9e\u65f6\u53ef\u89c6\u5316\u5de5\u5177\u3002\u8be5\u5e73\u53f0\u5e7f\u6cdb\u5e94\u7528\u4e8e\u57ce\u5e02\u89c4\u5212\u3001\u73af\u5883\u7ba1\u7406\u548c\u4ea4\u901a\u8fd0\u8f93\u7b49\u5404\u4e2a\u884c\u4e1a\u3002ArcGIS \u4f7f\u7528\u6237\u80fd\u591f\u901a\u8fc7\u57fa\u4e8e\u4f4d\u7f6e\u7684\u6d1e\u5bdf\u521b\u5efa\u6570\u5b57\u5b6a\u751f\u3001\u4f18\u5316\u4f9b\u5e94\u94fe\u548c\u7ba1\u7406\u8d44\u4ea7\u3002<\/p>\n\n\n\n<p>ArcGIS \u652f\u6301\u4e00\u7cfb\u5217\u5e94\u7528\uff0c\u4ece\u5b9e\u65f6\u6570\u636e\u76d1\u63a7\u5230\u81ea\u7136\u8d44\u6e90\u7ba1\u7406\u3002\u5176\u529f\u80fd\u5305\u62ec 2D \u548c 3D \u5236\u56fe\u3001\u7a7a\u95f4\u5efa\u6a21\u3001\u6570\u636e\u7ba1\u7406\u548c\u5b9e\u65f6\u5206\u6790\u3002\u8be5\u5e73\u53f0\u5141\u8bb8\u7ec4\u7ec7\u901a\u8fc7\u5229\u7528\u5730\u7406\u7a7a\u95f4\u6570\u636e\uff08\u65e0\u8bba\u662f\u901a\u8fc7\u684c\u9762\u5e94\u7528\u7a0b\u5e8f\u3001\u4e91\u670d\u52a1\u8fd8\u662f\u79fb\u52a8\u8bbe\u5907\uff09\u6765\u7b80\u5316\u8fd0\u8425\u3002\u5b83\u5728\u653f\u5e9c\u548c\u4f01\u4e1a\u4e2d\u7684\u5e7f\u6cdb\u91c7\u7528\u51f8\u663e\u4e86\u5176\u5728\u5c06\u5730\u7406\u6570\u636e\u8f6c\u5316\u4e3a\u53ef\u64cd\u4f5c\u89c1\u89e3\u65b9\u9762\u7684\u6709\u6548\u6027\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u4ef7\u8ba1\u5212\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u672c\u8ba1\u5212\uff1a<br>ArcGIS \u63d0\u4f9b\u591a\u79cd\u5b9a\u4ef7\u9009\u9879\uff0c\u4ece\u67e5\u770b\u8005\u548c\u79fb\u52a8\u5de5\u4f5c\u8005\u7b49\u57fa\u672c\u7528\u6237\u7c7b\u578b\u5f00\u59cb\u3002\u8fd9\u4e9b\u662f\u4e3a\u9700\u8981\u7b80\u5355\u6570\u636e\u8bbf\u95ee\u548c\u7f16\u8f91\u529f\u80fd\u7684\u7528\u6237\u8bbe\u8ba1\u7684\uff0c\u4ef7\u683c\u53d6\u51b3\u4e8e\u4e2a\u4eba\u7528\u6237\u7684\u9700\u6c42\u3002<\/li>\n\n\n\n<li>\u4e13\u4e1a\u8ba1\u5212\uff1a<br>\u5982\u9700\u66f4\u591a\u9ad8\u7ea7\u529f\u80fd\uff0c\u5982\u6570\u636e\u7f16\u8f91\u3001\u5236\u56fe\u548c\u7a7a\u95f4\u5206\u6790\uff0c\u7528\u6237\u53ef\u4ee5\u9009\u62e9\u4e13\u4e1a\u7248\u6216\u4e13\u4e1a\u589e\u5f3a\u7248\u8ba1\u5212\u3002\u8fd9\u4e9b\u8ba1\u5212\u63d0\u4f9b\u589e\u5f3a\u7684\u6570\u636e\u7ba1\u7406\u5de5\u5177\u548c\u5bf9\u590d\u6742\u5730\u7406\u6a21\u578b\u7684\u8bbf\u95ee\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u5e7f\u6cdb\u7684\u6620\u5c04\u548c\u5b9e\u65f6\u5206\u6790\u3002<\/li>\n\n\n\n<li>\u9002\u7528\u4e8e\u4f01\u4e1a\u7ea7\u4f7f\u7528\u548c\u5404\u4e2a\u884c\u4e1a\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53ef\u80fd\u9700\u8981\u5bf9\u4e0d\u719f\u6089 GIS \u6280\u672f\u7684\u7528\u6237\u8fdb\u884c\u57f9\u8bad\u3002<\/li>\n\n\n\n<li>\u5bf9\u4e8e\u8f83\u5c0f\u7684\u7ec4\u7ec7\u6765\u8bf4\uff0c\u66f4\u9ad8\u7ea7\u522b\u7684\u8ba1\u5212\u53ef\u80fd\u4f1a\u5f88\u6602\u8d35\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aesri.com&nbsp;<\/li>\n\n\n\n<li>\u5730\u5740\uff1aRingstrasse 7, 85402 Kranzberg, \u5fb7\u56fd<\/li>\n\n\n\n<li>\u7535\u8bdd\uff1a+49 89 207 005 1200<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/esrigis<\/li>\n\n\n\n<li>Instagram\uff1a instagram.com\/esrigram<\/li>\n\n\n\n<li>Twitter\uff1a twitter.com\/Esri<\/li>\n\n\n\n<li>\u9886\u82f1\uff1a linkedin.com\/company\/esri<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><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\" 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\">4. QGIS<\/h2>\n\n\n\n<p>QGIS \u662f\u4e00\u6b3e\u5f00\u6e90\u5730\u7406\u7a7a\u95f4\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u521b\u5efa\u3001\u7f16\u8f91\u3001\u53ef\u89c6\u5316\u548c\u5206\u6790\u7a7a\u95f4\u6570\u636e\u3002\u5b83\u9002\u7528\u4e8e\u591a\u4e2a\u5e73\u53f0\uff0c\u5305\u62ec Windows\u3001Mac \u548c Linux\uff0c\u4f7f\u7528\u8d77\u6765\u975e\u5e38\u7075\u6d3b\u3002QGIS \u63d0\u4f9b\u4e86\u4e00\u5957\u5168\u9762\u7684\u5236\u56fe\u8bbe\u8ba1\u529f\u80fd\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u4e3a\u5404\u79cd\u683c\u5f0f\uff08\u5982\u684c\u9762\u3001\u79fb\u52a8\u3001\u4e91\u548c\u6253\u5370\uff09\u5236\u4f5c\u4e13\u4e1a\u54c1\u8d28\u7684\u5730\u56fe\u3002\u5176\u5e03\u5c40\u8bbe\u8ba1\u5668\u548c\u5f3a\u5927\u7684\u62a5\u544a\u5de5\u5177\u8fdb\u4e00\u6b65\u589e\u5f3a\u4e86\u5176\u5236\u4f5c\u8be6\u7ec6\u5730\u56fe\u96c6\u548c\u62a5\u544a\u7684\u80fd\u529b\uff0c\u5c06\u5730\u56fe\u548c\u8868\u683c\u6570\u636e\u96c6\u6210\u5230\u5404\u79cd\u5e94\u7528\u4e2d\u3002<\/p>\n\n\n\n<p>\u8be5\u5de5\u5177\u63d0\u4f9b\u9ad8\u7ea7\u6570\u5b57\u5316\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u7cbe\u786e\u521b\u5efa\u548c\u7f16\u8f91\u70b9\u3001\u7ebf\u3001\u591a\u8fb9\u5f62\u548c\u66f4\u590d\u6742\u7684\u51e0\u4f55\u56fe\u5f62\u3002QGIS \u8fd8\u914d\u5907\u4e86\u4e00\u5957\u4e30\u5bcc\u7684\u5206\u6790\u5de5\u5177\uff0c\u5e2e\u52a9\u7528\u6237\u4ece\u7a7a\u95f4\u6570\u636e\u4e2d\u53d1\u73b0\u89c1\u89e3\u3002\u8be5\u5e73\u53f0\u5bf9\u591a\u79cd\u6570\u636e\u6e90\u548c\u683c\u5f0f\u7684\u652f\u6301\u786e\u4fdd\u4e86\u4e92\u64cd\u4f5c\u6027\uff0c\u800c\u5176\u5f00\u6e90\u793e\u533a\u9a71\u52a8\u6a21\u578b\u9f13\u52b1\u5168\u7403\u7528\u6237\u7684\u8d21\u732e\u548c\u6539\u8fdb\u3002QGIS \u5b8c\u5168\u514d\u8d39\u4f7f\u7528\uff0c\u5e76\u4e14\u7531\u4e8e\u5176\u5f00\u6e90\u6027\u8d28\uff0c\u5728\u793e\u533a\u5fd7\u613f\u8005\u548c\u8d21\u732e\u7684\u652f\u6301\u4e0b\uff0c\u6bcf\u4e2a\u4eba\u90fd\u53ef\u4ee5\u8bbf\u95ee\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u4ef7\u8ba1\u5212\uff1a<\/h3>\n\n\n\n<p>QGIS \u662f\u514d\u8d39\u63d0\u4f9b\u7684\uff0c\u56e0\u4e3a\u5b83\u662f\u4e00\u4e2a\u7531\u793e\u533a\u652f\u6301\u7684\u5f00\u6e90\u9879\u76ee\u3002\u8be5\u8ba1\u5212\u63d0\u4f9b\u5bf9\u8be5\u5e73\u53f0\u529f\u80fd\u3001\u5de5\u5177\u548c\u6269\u5c55\u7684\u5b8c\u5168\u8bbf\u95ee\u6743\u9650\uff0c\u65e0\u9700\u4efb\u4f55\u8bb8\u53ef\u8d39\u7528\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6240\u6709\u7528\u6237\u5747\u53ef\u514d\u8d39\u4f7f\u7528<\/li>\n\n\n\n<li>\u652f\u6301\u5404\u79cd\u64cd\u4f5c\u7cfb\u7edf\uff08Windows\u3001Mac\u3001Linux\uff09<\/li>\n\n\n\n<li>\u4e30\u5bcc\u7684\u5730\u56fe\u521b\u5efa\u548c\u7a7a\u95f4\u6570\u636e\u5206\u6790\u529f\u80fd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u7ea7\u529f\u80fd\u53ef\u80fd\u9700\u8981\u521d\u5b66\u8005\u82b1\u4e9b\u65f6\u95f4\u5b66\u4e60<\/li>\n\n\n\n<li>\u6709\u9650\u7684\u76f4\u63a5\u5ba2\u6237\u652f\u6301\u9009\u9879\uff08\u793e\u533a\u9a71\u52a8\u7684\u652f\u6301\uff09<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aqgis.org<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/profile.php?id=100057434859831<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><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\" 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\">5. Mapbox<\/h2>\n\n\n\n<p>Mapbox \u662f\u4e00\u4e2a\u5730\u7406\u7a7a\u95f4\u5e73\u53f0\uff0c\u63d0\u4f9b\u7528\u4e8e\u4e3a Web\u3001\u79fb\u52a8\u548c\u6c7d\u8f66\u5e94\u7528\u7a0b\u5e8f\u521b\u5efa\u81ea\u5b9a\u4e49\u5730\u56fe\u3001\u5bfc\u822a\u7cfb\u7edf\u548c\u6570\u636e\u53ef\u89c6\u5316\u7684\u5de5\u5177\u3002\u4ed6\u4eec\u7684\u5e73\u53f0\u5141\u8bb8\u5f00\u53d1\u4eba\u5458\u4f7f\u7528 API \u548c SDK \u5c06\u5b9e\u65f6\u5730\u56fe\u548c\u4f4d\u7f6e\u6570\u636e\u96c6\u6210\u5230\u4ed6\u4eec\u7684\u5e94\u7528\u7a0b\u5e8f\u4e2d\u3002Mapbox \u8fd8\u901a\u8fc7\u63d0\u4f9b\u5bf9\u6700\u65b0\u5730\u7406\u6570\u636e\u96c6\u7684\u8bbf\u95ee\u4ee5\u53ca\u7528\u4e8e\u5730\u56fe\u6837\u5f0f\u548c\u6e32\u67d3\u7684\u5404\u79cd\u81ea\u5b9a\u4e49\u9009\u9879\uff0c\u4e3a\u7269\u6d41\u3001\u6c7d\u8f66\u548c\u5546\u4e1a\u667a\u80fd\u7b49\u884c\u4e1a\u63d0\u4f9b\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<p>Mapbox \u7684\u5de5\u5177\u5305\u62ec\u4e0a\u4f20\u548c\u7ba1\u7406\u81ea\u5b9a\u4e49\u5730\u7406\u7a7a\u95f4\u6570\u636e\u96c6\u3001\u521b\u5efa\u4ea4\u4e92\u5f0f\u5730\u56fe\u4ee5\u53ca\u4f7f\u7528\u5b9e\u65f6\u4ea4\u901a\u6570\u636e\u548c 3D \u73af\u5883\u7b49\u9ad8\u7ea7\u529f\u80fd\u3002\u4ed6\u4eec\u7684\u5e73\u53f0\u652f\u6301\u8de8\u5e73\u53f0\u5f00\u53d1\uff0c\u5141\u8bb8\u7528\u6237\u6784\u5efa\u53ef\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u65e0\u7f1d\u8fd0\u884c\u7684\u5730\u56fe\u3002\u6b64\u5916\uff0cMapbox \u8fd8\u4e0e\u5916\u90e8\u6570\u636e\u96c6\u96c6\u6210\uff0c\u4e3a\u4ece\u79fb\u52a8\u5e94\u7528\u5230\u8f66\u8f86\u5bfc\u822a\u7cfb\u7edf\u7b49\u5404\u79cd\u7528\u4f8b\u5904\u7406\u4f4d\u7f6e\u6570\u636e\u63d0\u4f9b\u4e86\u7075\u6d3b\u6027\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u4ef7\u8ba1\u5212\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u514d\u8d39\u5957\u9910\uff1aMapbox \u63d0\u4f9b\u514d\u8d39\u5957\u9910\uff0c\u5176\u4e2d\u5305\u542b\u4e00\u7ec4\u5b9e\u7528\u529f\u80fd\uff0c\u5f00\u53d1\u4eba\u5458\u65e0\u9700\u9884\u4ed8\u8d39\u5373\u53ef\u5f00\u59cb\u4f7f\u7528\u3002\u6b64\u5957\u9910\u5305\u62ec\u5730\u56fe\u3001\u5bfc\u822a\u548c\u641c\u7d22\u7684\u57fa\u672c\u4f7f\u7528\u3002<\/li>\n\n\n\n<li>\u6309\u4f7f\u7528\u91cf\u4ed8\u8d39\uff1a\u6839\u636e\u5b9e\u9645\u4f7f\u7528\u91cf\u5411\u7528\u6237\u8ba1\u8d39\uff0c\u5305\u62ec\u5730\u56fe\u52a0\u8f7d\u3001\u9759\u6001\u56fe\u50cf\u548c\u5bfc\u822a\u7b49\u529f\u80fd\u3002\u8fd9\u79cd\u7075\u6d3b\u7684\u5b9a\u4ef7\u6a21\u5f0f\u53ef\u6839\u636e\u4f7f\u7528\u91cf\u8fdb\u884c\u8c03\u6574\u3002<\/li>\n\n\n\n<li>\u6279\u91cf\u6298\u6263\uff1a\u968f\u7740\u4f7f\u7528\u91cf\u7684\u589e\u52a0\uff0cMapbox \u4f1a\u81ea\u52a8\u5e94\u7528\u6279\u91cf\u6298\u6263\uff0c\u4ece\u800c\u964d\u4f4e\u5927\u578b\u9879\u76ee\u6216\u5bf9\u5730\u56fe\u548c\u6570\u636e\u9700\u6c42\u8f83\u9ad8\u7684\u7ec4\u7ec7\u7684\u603b\u4f53\u6210\u672c\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b9a\u4ef7\u7075\u6d3b\uff0c\u57fa\u672c\u4f7f\u7528\u514d\u8d39<\/li>\n\n\n\n<li>\u9488\u5bf9 Web \u548c\u79fb\u52a8\u7aef\u7684\u8de8\u5e73\u53f0\u5f00\u53d1\u652f\u6301<\/li>\n\n\n\n<li>\u5b9e\u65f6\u6570\u636e\u66f4\u65b0\u548c\u53ef\u5b9a\u5236\u7684\u5730\u56fe<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528\u91cf\u589e\u52a0\u4f1a\u5bfc\u81f4\u6210\u672c\u5927\u5e45\u589e\u52a0<\/li>\n\n\n\n<li>\u9ad8\u7ea7\u529f\u80fd\u53ef\u80fd\u9700\u8981\u65b0\u7528\u6237\u5b66\u4e60\u4e00\u6bb5\u65f6\u95f4<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9: mapbox.com<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/Mapbox<\/li>\n\n\n\n<li>Instagram\uff1a instagram.com\/mapbox<\/li>\n\n\n\n<li>Twitter: twitter.com\/mapbox<\/li>\n\n\n\n<li>\u9886\u82f1: linkedin.com\/company\/mapbox<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"63\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoPandas.png\" alt=\"\" class=\"wp-image-168630\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoPandas.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoPandas-18x4.png 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6. GeoPandas<\/h2>\n\n\n\n<p>GeoPandas \u662f\u4e00\u4e2a\u5f00\u6e90 Python \u5e93\uff0c\u65e8\u5728\u8ba9 Python \u751f\u6001\u7cfb\u7edf\u4e2d\u7684\u7528\u6237\u66f4\u8f7b\u677e\u5730\u5904\u7406\u5730\u7406\u7a7a\u95f4\u6570\u636e\u3002\u5b83\u901a\u8fc7\u6574\u5408\u7a7a\u95f4\u6570\u636e\u7c7b\u578b\u548c\u64cd\u4f5c\uff0c\u6269\u5c55\u4e86\u6d41\u884c\u7684\u6570\u636e\u5904\u7406\u5e93 pandas \u7684\u529f\u80fd\u3002\u901a\u8fc7\u4e0e Shapely \u7b49\u7528\u4e8e\u51e0\u4f55\u64cd\u4f5c\u7684\u5e93\u548c matplotlib \u7b49\u7528\u4e8e\u7ed8\u56fe\u7684\u5e93\u96c6\u6210\uff0cGeoPandas \u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8e\u5904\u7406\u7a7a\u95f4\u6570\u636e\u7684\u9ad8\u7ea7\u63a5\u53e3\uff0c\u800c\u65e0\u9700\u50cf PostGIS \u8fd9\u6837\u7684\u4e13\u7528\u7a7a\u95f4\u6570\u636e\u5e93\u3002<\/p>\n\n\n\n<p>GeoPandas \u4f7f\u7528\u6237\u80fd\u591f\u6267\u884c\u7a7a\u95f4\u64cd\u4f5c\uff0c\u4f8b\u5982\u51e0\u4f55\u53d8\u6362\u3001\u7a7a\u95f4\u8fde\u63a5\u548c\u6295\u5f71\u3002\u5b83\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5730\u7406\u4fe1\u606f\u7cfb\u7edf (GIS)\u3001\u73af\u5883\u76d1\u6d4b\u548c\u57ce\u5e02\u89c4\u5212\u7b49\u9886\u57df\uff0c\u4f7f Python \u5f00\u53d1\u4eba\u5458\u66f4\u5bb9\u6613\u8fdb\u884c\u7a7a\u95f4\u5206\u6790\u3002\u8be5\u5e73\u53f0\u5f97\u5230\u4e86\u66f4\u5e7f\u6cdb\u7684\u5f00\u6e90\u793e\u533a\u7684\u652f\u6301\uff0c\u5e76\u7531 NumFOCUS \u63d0\u4f9b\u8d44\u91d1\u8d5e\u52a9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u4ef7\u8ba1\u5212\uff1a<\/h3>\n\n\n\n<p>GeoPandas \u662f\u4e00\u6b3e\u514d\u8d39\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u53ef\u901a\u8fc7 GitHub \u4f7f\u7528\u548c\u8d21\u732e\u3002\u6ca1\u6709\u4ed8\u8d39\u7248\u672c\u6216\u9ad8\u7ea7\u529f\u80fd\uff1b\u8be5\u5e93\u53ef\u4f9b\u6240\u6709\u7528\u6237\u5b8c\u5168\u8bbf\u95ee\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u514d\u8d39\u4e14\u5f00\u6e90<\/li>\n\n\n\n<li>\u4e0e Python \u6570\u636e\u751f\u6001\u7cfb\u7edf\u65e0\u7f1d\u96c6\u6210<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u8981\u4e86\u89e3 Python \u53ca\u5176\u5b89\u88c5\u4f9d\u8d56\u9879<\/li>\n\n\n\n<li>\u4e0e\u5b8c\u6574\u7684 GIS \u8f6f\u4ef6\u5305\u76f8\u6bd4\uff0c\u5f00\u7bb1\u5373\u7528\u7684\u529f\u80fd\u6709\u9650<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1ageopandas.org<\/li>\n\n\n\n<li>\u63a8\u7279\uff1a twitter.com\/geopandas<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Kepler.gl_.png\" alt=\"\" class=\"wp-image-169588\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">7. Kepler.gl<\/h2>\n\n\n\n<p>Kepler.gl \u662f\u4e00\u6b3e\u5f00\u6e90\u5730\u7406\u7a7a\u95f4\u5206\u6790\u5de5\u5177\uff0c\u65e8\u5728\u5904\u7406\u5927\u89c4\u6a21\u4f4d\u7f6e\u6570\u636e\u3002\u5b83\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u53ef\u89c6\u5316\u5404\u79cd\u7c7b\u578b\u7684\u5730\u7406\u7a7a\u95f4\u6570\u636e\uff08\u5305\u62ec\u70b9\u3001\u7ebf\u548c\u70ed\u56fe\uff09\u6765\u521b\u5efa\u8be6\u7ec6\u5730\u56fe\u3002Kepler.gl \u57fa\u4e8e WebGL \u6784\u5efa\uff0c\u53ef\u786e\u4fdd\u5feb\u901f\u9ad8\u6548\u5730\u6e32\u67d3\u5927\u578b\u6570\u636e\u96c6\u3002\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u5728\u5e73\u53f0\u4e0a\u62d6\u653e\u6570\u636e\u96c6\u3001\u5e94\u7528\u8fc7\u6ee4\u5668\u5e76\u63a2\u7d22\u6570\u636e\u4e2d\u7684\u76f8\u5173\u6027\uff08\u4f8b\u5982\u8d77\u70b9-\u76ee\u7684\u5730\u79fb\u52a8\uff09\u3002\u5b83\u88ab\u5730\u56fe\u7231\u597d\u8005\u3001\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u5f00\u53d1\u4eba\u5458\u5e7f\u6cdb\u4f7f\u7528\uff0c\u4ee5\u4ece\u4f4d\u7f6e\u6570\u636e\u4e2d\u83b7\u53d6\u89c1\u89e3\u5e76\u63d0\u4f9b\u6709\u4ef7\u503c\u7684\u4e1a\u52a1\u6210\u679c\u3002<\/p>\n\n\n\n<p>Kepler.gl \u8fd8\u4e3a\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u81ea\u5b9a\u4e49\u9009\u9879\uff0c\u5141\u8bb8\u96c6\u6210\u5230\u73b0\u6709\u7684\u5730\u56fe\u5e94\u7528\u7a0b\u5e8f\u4e2d\u3002\u5b83\u4f7f\u7528 React \u548c Redux \u6784\u5efa\uff0c\u4f7f\u5176\u6210\u4e3a\u4e00\u79cd\u9ad8\u5ea6\u9002\u5e94\u5730\u7406\u7a7a\u95f4\u53ef\u89c6\u5316\u7684\u5de5\u5177\u3002\u6b64\u5916\uff0c\u5b83\u8fd8\u652f\u6301\u591a\u79cd\u6570\u636e\u683c\u5f0f\uff0c\u5982 GeoJSON \u548c CSV\uff0c\u5141\u8bb8\u7528\u6237\u65e0\u7f1d\u4e0a\u4f20\u6570\u636e\u3002Kepler.gl \u901a\u5e38\u7528\u4e8e\u8f66\u961f\u53ef\u89c6\u5316\u3001\u5730\u9707\u76d1\u6d4b\u548c\u901a\u52e4\u6a21\u5f0f\u5206\u6790\u7b49\u4efb\u52a1\uff0c\u56e0\u6b64\u5bf9\u4e8e\u4efb\u4f55\u5904\u7406\u5730\u7406\u7a7a\u95f4\u6570\u636e\u7684\u4eba\u6765\u8bf4\uff0c\u5b83\u90fd\u662f\u4e00\u79cd\u591a\u529f\u80fd\u5de5\u5177\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u4ef7\u8ba1\u5212\uff1a<\/h3>\n\n\n\n<p>Kepler.gl \u662f\u4e00\u4e2a\u514d\u8d39\u7684\u5f00\u6e90\u5e73\u53f0\uff0c\u6ca1\u6709\u4f20\u7edf\u7684\u5b9a\u4ef7\u6a21\u5f0f\u3002\u7528\u6237\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528\u5176\u5168\u90e8\u529f\u80fd\uff0c\u5305\u62ec\u521b\u5efa\u5730\u56fe\u3001\u6dfb\u52a0\u56fe\u5c42\u548c\u6267\u884c\u5730\u7406\u7a7a\u95f4\u5206\u6790\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f00\u6e90\u4e14\u514d\u8d39\u4f7f\u7528<\/li>\n\n\n\n<li>\u652f\u6301\u5927\u89c4\u6a21\u6570\u636e\u96c6\u548c\u5404\u79cd\u6570\u636e\u683c\u5f0f<\/li>\n\n\n\n<li>\u53ef\u4ee5\u5b9a\u5236\u5e76\u5d4c\u5165\u5230\u5176\u4ed6\u5e94\u7528\u7a0b\u5e8f\u4e2d<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u8981\u6280\u672f\u77e5\u8bc6\u624d\u80fd\u5b9e\u73b0\u5b8c\u5168\u5b9a\u5236<\/li>\n\n\n\n<li>\u7f3a\u5c11\u4ed8\u8d39\u66ff\u4ee3\u54c1 Foursquare Studio \u4e2d\u7684\u67d0\u4e9b\u9ad8\u7ea7\u529f\u80fd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9: kepler.gl<\/li>\n\n\n\n<li>\u63a8\u7279\uff1a twitter.com\/foursquare<\/li>\n\n\n\n<li>\u9886\u82f1: linkedin.com\/company\/foursquare<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"212\" height=\"113\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/EOfactory.png\" alt=\"\" class=\"wp-image-168550\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/EOfactory.png 212w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/EOfactory-18x10.png 18w\" sizes=\"(max-width: 212px) 100vw, 212px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8.EOFactory<\/h2>\n\n\n\n<p>EOFactory \u662f\u4e00\u4e2a\u65e8\u5728\u4e3a\u5404\u79cd\u884c\u4e1a\u63d0\u4f9b\u53ef\u64cd\u4f5c\u7684\u5730\u7406\u60c5\u62a5\u89e3\u51b3\u65b9\u6848\u7684\u5e73\u53f0\u3002\u5b83\u4e3a\u7528\u6237\u63d0\u4f9b\u5206\u6790\u536b\u661f\u3001\u822a\u62cd\u548c\u65e0\u4eba\u673a\u56fe\u50cf\u7684\u5de5\u5177\uff0c\u4ee5\u5728\u519c\u4e1a\u3001\u6797\u4e1a\u548c\u91c7\u77ff\u7b49\u9886\u57df\u4ea7\u751f\u89c1\u89e3\u3002\u8be5\u5e73\u53f0\u4f7f\u5ba2\u6237\u80fd\u591f\u8ddf\u8e2a\u968f\u65f6\u95f4\u7684\u53d8\u5316\u3001\u76d1\u6d4b\u5065\u5eb7\u6307\u6807\uff0c\u5e76\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u9a71\u52a8\u7684\u5206\u6790\u505a\u51fa\u57fa\u4e8e\u79d1\u5b66\u7684\u51b3\u7b56\u3002EOFactory \u8fd8\u63d0\u4f9b\u5de5\u4f5c\u533a\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u5176\u4e2d\u7ec4\u7ec7\u6570\u636e\u3001\u8fd0\u884c\u5206\u6790\u6a21\u578b\u5e76\u521b\u5efa\u81ea\u5b9a\u4e49\u4eea\u8868\u677f\uff0c\u800c\u65e0\u9700\u7f16\u7801\u77e5\u8bc6\u3002<\/p>\n\n\n\n<p>\u8be5\u5e73\u53f0\u4e13\u6ce8\u4e8e\u5e2e\u52a9\u7ec4\u7ec7\u8f7b\u677e\u8bbf\u95ee\u548c\u5904\u7406\u5730\u7403\u89c2\u6d4b\u6570\u636e\u3002\u5b83\u5141\u8bb8\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u56fe\u50cf\u6216\u901a\u8fc7\u5176\u96c6\u6210\u7684 EO ImageShop \u8bbf\u95ee\u9884\u5148\u5b58\u5728\u7684\u6570\u636e\u96c6\u3002EOFactory \u53ef\u7528\u4e8e\u5404\u4e2a\u884c\u4e1a\u7684\u5404\u79cd\u7528\u9014\uff0c\u5305\u62ec\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u7279\u5f81\u63d0\u53d6\u3001\u4f53\u79ef\u5206\u6790\u548c\u98ce\u9669\u68c0\u6d4b\u3002\u5176\u57fa\u4e8e\u4e91\u7684\u57fa\u7840\u8bbe\u65bd\u63d0\u4f9b\u5b9e\u65f6\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5e76\u63d0\u4f9b\u65f6\u7a7a\u5206\u6790\u5de5\u5177\u6765\u6539\u8fdb\u51b3\u7b56\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u4ef7\u8ba1\u5212\uff1a<\/h3>\n\n\n\n<p>EOFactory \u4e0d\u4f1a\u76f4\u63a5\u5728\u5176\u7f51\u7ad9\u4e0a\u63d0\u4f9b\u5177\u4f53\u7684\u5b9a\u4ef7\u8be6\u60c5\u3002\u76f8\u53cd\uff0c\u8be5\u5e73\u53f0\u6839\u636e\u6bcf\u4e2a\u7528\u6237\u6216\u884c\u4e1a\u7684\u72ec\u7279\u9700\u6c42\u63d0\u4f9b\u7075\u6d3b\u7684\u5b9a\u5236\u8ba1\u5212\u3002\u6211\u4eec\u9f13\u52b1\u611f\u5174\u8da3\u7684\u7528\u6237\u8054\u7cfb EOFactory \u4ee5\u83b7\u53d6\u6709\u5173\u5b9a\u4ef7\u548c\u53ef\u7528\u529f\u80fd\u7684\u8be6\u7ec6\u4fe1\u606f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u521b\u5efa\u673a\u5668\u5b66\u4e60\u6a21\u578b\u4e0d\u9700\u8981\u7f16\u7801\u3002<\/li>\n\n\n\n<li>\u652f\u6301\u591a\u79cd\u6570\u636e\u6e90\u5e76\u63d0\u4f9b\u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\u4e0a\u5e76\u4e0d\u5bb9\u6613\u83b7\u5f97\u5b9a\u4ef7\u4fe1\u606f\u3002<\/li>\n\n\n\n<li>\u67d0\u4e9b\u529f\u80fd\u53ef\u80fd\u9700\u8981\u5b9a\u5236\u8ba1\u5212\uff0c\u8fd9\u53ef\u80fd\u4f1a\u6839\u636e\u884c\u4e1a\u7279\u5b9a\u9700\u6c42\u4ea7\u751f\u989d\u5916\u8d39\u7528\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aeofactory.ai<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/EOfactoryOfficial<\/li>\n\n\n\n<li>\u63a8\u7279: twitter.com\/EO_factory<\/li>\n\n\n\n<li>\u9886\u82f1: twitter.com\/EO_factory<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"900\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp.jpg\" alt=\"\" class=\"wp-image-168944\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp.jpg 900w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-768x768.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-12x12.jpg 12w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-700x700.jpg 700w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. GeoMapApp<\/h2>\n\n\n\n<p>GeoMapApp \u662f\u4e00\u6b3e\u57fa\u4e8e Java \u7684\u684c\u9762\u5e94\u7528\u7a0b\u5e8f\uff0c\u7528\u4e8e\u6d4f\u89c8\u3001\u53ef\u89c6\u5316\u548c\u5206\u6790\u5168\u7403\u548c\u533a\u57df\u5730\u7403\u79d1\u5b66\u6570\u636e\u96c6\u3002\u8be5\u5de5\u5177\u53ef\u8bbf\u95ee\u5404\u79cd\u6570\u636e\uff0c\u5305\u62ec\u5730\u7403\u7269\u7406\u5b66\u3001\u5730\u8d28\u5b66\u3001\u5730\u7403\u5316\u5b66\u548c\u6d77\u6d0b\u5b66\uff0c\u53ef\u7528\u4e8e\u5730\u7403\u79d1\u5b66\u7814\u7a76\u548c\u6559\u80b2\u3002\u7528\u6237\u53ef\u4ee5\u5bfc\u5165\u81ea\u5df1\u7684\u6570\u636e\u96c6\uff0c\u4f8b\u5982\u7f51\u683c\u3001\u8868\u683c\u6570\u636e\u6216 Shapefile\uff0c\u5e76\u4f7f\u7528\u8c03\u8272\u677f\u3001\u9634\u5f71\u6d6e\u96d5\u548c\u8f6e\u5ed3\u7b49\u9009\u9879\u81ea\u5b9a\u4e49\u53ef\u89c6\u5316\u3002\u8be5\u5e73\u53f0\u8fd8\u652f\u6301\u6570\u636e\u5206\u5c42\u548c\u663e\u793a\u81ea\u5b9a\u4e49\uff0c\u5141\u8bb8\u7528\u6237\u4fdd\u5b58\u56fe\u50cf\u4ee5\u7528\u4e8e\u8bba\u6587\u548c\u6f14\u793a\u6587\u7a3f\u3002<\/p>\n\n\n\n<p>GeoMapApp \u7531\u54e5\u4f26\u6bd4\u4e9a\u5927\u5b66\u62c9\u8499\u7279-\u591a\u5c14\u8482\u5730\u7403\u89c2\u6d4b\u7ad9\u7684\u6d77\u6d0b\u5730\u7403\u79d1\u5b66\u6570\u636e\u7cfb\u7edf (MGDS) \u5f00\u53d1\uff0c\u88ab\u6559\u80b2\u5de5\u4f5c\u8005\u548c\u7814\u7a76\u4eba\u5458\u5e7f\u6cdb\u7528\u4e8e\u5206\u6790\u548c\u6559\u5b66\u3002\u8be5\u8f6f\u4ef6\u5305\u62ec\u5404\u79cd\u5730\u7403\u79d1\u5b66\u6570\u636e\u7c7b\u578b\u7684\u5206\u6790\u5de5\u5177\uff0c\u4f8b\u5982\u5730\u9707\u53cd\u5c04\u5256\u9762\u548c\u5927\u5730\u6d4b\u91cf\u901f\u5ea6\u77e2\u91cf\u3002\u51ed\u501f\u5176\u591a\u5206\u8fa8\u7387\u5168\u7403\u9ad8\u7a0b\u6570\u636e\u57fa\u7840\u5730\u56fe\uff0cGeoMapApp \u652f\u6301\u65b0\u624b\u548c\u4e13\u5bb6\u7528\u6237\u5206\u6790\u591a\u5b66\u79d1\u6570\u636e\uff0c\u800c\u65e0\u9700\u4e13\u95e8\u7684\u8f6f\u4ef6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u4ef7\u8ba1\u5212\uff1a<\/h3>\n\n\n\n<p>GeoMapApp \u662f\u514d\u8d39\u7684\u3002\u7528\u6237\u53ef\u4ee5\u514d\u8d39\u4e0b\u8f7d\u548c\u5b89\u88c5\u8be5\u8f6f\u4ef6\uff0c\u65e0\u9700\u4efb\u4f55\u76f8\u5173\u8d39\u7528\u3002\u6ca1\u6709\u9ad8\u7ea7\u7248\u6216\u4ed8\u8d39\u7248\uff0c\u56e0\u6b64\u5b83\u662f\u4e00\u6b3e\u4e2a\u4eba\u548c\u673a\u6784\u5747\u53ef\u4f7f\u7528\u7684\u5de5\u5177\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u514d\u8d39\u4e0b\u8f7d\u548c\u4f7f\u7528<\/li>\n\n\n\n<li>\u652f\u6301\u591a\u79cd\u5730\u7403\u79d1\u5b66\u6570\u636e\u7c7b\u578b<\/li>\n\n\n\n<li>\u53ef\u5b9a\u5236\u7684\u6570\u636e\u53ef\u89c6\u5316\u548c\u5206\u6790\u5de5\u5177<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u8981\u5b89\u88c5 Java<\/li>\n\n\n\n<li>\u4ec5\u9650\u4e8e\u684c\u9762\u5e94\u7528\u7a0b\u5e8f\u4e14\u9700\u8981\u5b89\u88c5<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9: geomapapp.org<\/li>\n\n\n\n<li>\u7535\u5b50\u90ae\u4ef6: info@marine-geo.org<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"226\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper-1024x226.png\" alt=\"\" class=\"wp-image-168641\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper-1024x226.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper-300x66.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper-768x170.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper-1536x339.png 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper-18x4.png 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u5168\u7403\u5730\u56fe\u7ed8\u5236\u8005<\/h2>\n\n\n\n<p>Global Mapper \u662f\u4e00\u6b3e\u591a\u529f\u80fd GIS \u8f6f\u4ef6\uff0c\u7531 Blue Marble Geographics \u5f00\u53d1\u3002\u5b83\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u5957\u5e7f\u6cdb\u7684\u7a7a\u95f4\u6570\u636e\u5904\u7406\u5de5\u5177\uff0c\u65e0\u8bba\u662f\u521d\u5b66\u8005\u8fd8\u662f\u7ecf\u9a8c\u4e30\u5bcc\u7684 GIS \u4e13\u4e1a\u4eba\u58eb\u90fd\u53ef\u4ee5\u4f7f\u7528\u5b83\u3002\u8be5\u8f6f\u4ef6\u652f\u6301 300 \u591a\u79cd\u6587\u4ef6\u683c\u5f0f\uff0c\u5305\u62ec\u77e2\u91cf\u3001\u6805\u683c\u548c\u70b9\u4e91\u6570\u636e\uff0c\u53ef\u5b9e\u73b0\u65e0\u7f1d\u6570\u636e\u96c6\u6210\u548c\u64cd\u4f5c\u3002\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u6267\u884c\u9ad8\u7ea7 2D \u548c 3D \u5206\u6790\u3001\u751f\u6210\u5730\u5f62\u6a21\u578b\u5e76\u901a\u8fc7\u811a\u672c\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p>Global Mapper \u8fd8\u5305\u62ec\u7528\u4e8e\u6fc0\u5149\u96f7\u8fbe\u5904\u7406\u3001\u5730\u5f62\u5206\u6790\u548c\u7a7a\u95f4\u64cd\u4f5c\u7684\u4e13\u7528\u5de5\u5177\uff0c\u4f7f\u5176\u6210\u4e3a\u5730\u7406\u7a7a\u95f4\u6570\u636e\u7ba1\u7406\u7684\u7efc\u5408\u89e3\u51b3\u65b9\u6848\u3002\u8be5\u5e73\u53f0\u53ef\u7528\u4e8e\u5efa\u7b51\u3001\u73af\u5883\u76d1\u6d4b\u548c\u57ce\u5e02\u89c4\u5212\u7b49\u5404\u4e2a\u884c\u4e1a\uff0c\u56e0\u4e3a\u5b83\u80fd\u591f\u7b80\u5316\u590d\u6742\u7684\u6570\u636e\u5904\u7406\u548c\u5730\u56fe\u521b\u5efa\u3002\u8be5\u8f6f\u4ef6\u8fd8\u4e0e Global Mapper Mobile \u96c6\u6210\uff0c\u7528\u4e8e\u73b0\u573a\u6570\u636e\u6536\u96c6\u548c\u5b9e\u65f6\u66f4\u65b0\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u4ef7\u8ba1\u5212\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6807\u51c6\u8bb8\u53ef\u8bc1\uff1a\u6807\u51c6\u7248\u8282\u70b9\u9501\u5b9a\u8bb8\u53ef\u8bc1\u4ef7\u683c\u4e3a $599\uff0c\u81ea 9 \u6708 17 \u65e5\u8d77\u4ef7\u683c\u4e0a\u6da8\u81f3 $700\u3002\u6b64\u7248\u672c\u652f\u6301\u57fa\u672c GIS \u529f\u80fd\uff0c\u5305\u62ec\u5bfc\u5165\/\u5bfc\u51fa 300 \u591a\u79cd\u6587\u4ef6\u683c\u5f0f\u3001\u6267\u884c\u77e2\u91cf\u7f16\u8f91\u548c\u5904\u7406\u6805\u683c\u6570\u636e\u7684\u80fd\u529b\u3002\u5b83\u4e13\u4e3a\u4e00\u822c\u5730\u7406\u7a7a\u95f4\u4efb\u52a1\u800c\u8bbe\u8ba1\uff0c\u65e0\u9700\u989d\u5916\u7684\u9ad8\u7ea7\u5de5\u5177\u3002<\/li>\n\n\n\n<li>\u4e13\u4e1a\u7248\u8bb8\u53ef\u8bc1\uff1a\u4e13\u4e1a\u7248\u5355\u7528\u6237\u8bb8\u53ef\u8bc1\u4ef7\u683c\u4e3a $1,449\uff0c9 \u6708 17 \u65e5\u8d77\u4ef7\u683c\u4e0a\u6da8\u81f3 $1,750\u3002\u6b64\u7248\u672c\u63d0\u4f9b\u6807\u51c6\u7248\u8bb8\u53ef\u8bc1\u7684\u6240\u6709\u529f\u80fd\uff0c\u4ee5\u53ca\u7528\u4e8e\u6fc0\u5149\u96f7\u8fbe\u5904\u7406\u3001\u70b9\u4e91\u5206\u6790\u548c\u5730\u5f62\u4fee\u6539\u7684\u9ad8\u7ea7\u5de5\u5177\u3002\u5b83\u8fd8\u652f\u6301\u901a\u8fc7\u811a\u672c\u548c Python \u96c6\u6210\u5b9e\u73b0\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5e7f\u6cdb\u7684\u6587\u4ef6\u683c\u5f0f\u652f\u6301<\/li>\n\n\n\n<li>\u5148\u8fdb\u7684\u6fc0\u5149\u96f7\u8fbe\u548c\u70b9\u4e91\u5904\u7406\u5de5\u5177<\/li>\n\n\n\n<li>\u5305\u62ec\u7528\u4e8e\u5b9e\u5730\u5de5\u4f5c\u7684\u684c\u9762\u7248\u548c\u79fb\u52a8\u7248<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7f3a\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e13\u4e1a\u7248\u6210\u672c\u66f4\u9ad8<\/li>\n\n\n\n<li>\u9700\u8981\u989d\u5916\u6295\u8d44\u624d\u80fd\u4f7f\u7528\u9ad8\u7ea7\u529f\u80fd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9: bluemarblegeo.com<\/li>\n\n\n\n<li>\u8138\u4e66\uff1afacebook.com\/bluemarble.geographics<\/li>\n\n\n\n<li>Instagram\uff1a instagram.com\/bluemarblegeo<\/li>\n\n\n\n<li>\u63a8\u7279\uff1a twitter.com\/BlueMarbleGeo<\/li>\n\n\n\n<li>\u9886\u82f1\uff1a linkedin.com\/company\/blue-marble-geographics<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"360\" height=\"110\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Datum-Workstation.png\" alt=\"\" class=\"wp-image-168946\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Datum-Workstation.png 360w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Datum-Workstation-300x92.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Datum-Workstation-18x6.png 18w\" sizes=\"(max-width: 360px) 100vw, 360px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">11. \u57fa\u51c6\u5de5\u4f5c\u7ad9<\/h2>\n\n\n\n<p>Datum Workstation \u662f MicroImages \u5f00\u53d1\u7684\u7528\u4e8e\u5730\u7406\u7a7a\u95f4\u5206\u6790\u7684\u7efc\u5408\u8f6f\u4ef6\u5e73\u53f0\u3002\u5b83\u96c6\u6210\u4e86\u5730\u7406\u4fe1\u606f\u7cfb\u7edf (GIS) \u529f\u80fd\u3001\u56fe\u50cf\u5904\u7406\u3001\u5730\u5f62\u5206\u6790\u548c 3D \u53ef\u89c6\u5316\u3002\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5404\u79cd\u5730\u7406\u7a7a\u95f4\u6570\u636e\u683c\u5f0f\uff08\u5305\u62ec\u56fe\u50cf\u3001\u77e2\u91cf\u548c\u6fc0\u5149\u96f7\u8fbe\u6570\u636e\uff09\u8fdb\u884c\u8be6\u7ec6\u7684\u7a7a\u95f4\u5206\u6790\u5e76\u521b\u5efa\u81ea\u5b9a\u4e49\u5730\u7406\u7a7a\u95f4\u9879\u76ee\u3002Datum Workstation 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class=\"wp-block-heading\">\u5b9a\u4ef7\u8ba1\u5212\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5e74\u5ea6\u8ba1\u5212\uff1a<br>Datum Workstation \u7684\u5e74\u5ea6\u8ba2\u9605\u4ef7\u683c\u4e3a\u6bcf\u5e2d $1,500\u3002\u6b64\u8ba2\u9605\u5305\u62ec\u5168\u5e74\u8bbf\u95ee\u6240\u6709\u5730\u7406\u7a7a\u95f4\u5206\u6790\u5de5\u5177\u548c\u8f6f\u4ef6\u66f4\u65b0\u3002<\/li>\n\n\n\n<li>\u6708\u5ea6\u8ba1\u5212\uff1a<br>\u6bcf\u6708\u8ba2\u9605\u9009\u9879\u4e3a\u6bcf\u5e2d\u4f4d $150\uff0c\u53ef\u5728\u8f83\u77ed\u65f6\u95f4\u5185\u63d0\u4f9b\u76f8\u540c\u7684\u7279\u6027\u548c\u529f\u80fd\u3002\u6b64\u8ba1\u5212\u975e\u5e38\u9002\u5408\u9700\u8981\u7075\u6d3b\u4f7f\u7528\u8f6f\u4ef6\u7684\u7528\u6237\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f18\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u591a\u79cd\u5730\u7406\u7a7a\u95f4\u6570\u636e\u683c\u5f0f\uff0c\u5305\u62ec LIDAR \u548c 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