{"id":21512,"date":"2023-09-27T04:45:00","date_gmt":"2023-09-27T11:45:00","guid":{"rendered":"https:\/\/ambiq.com\/blog\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e5%a6%82%e4%bd%95%e5%b9%ab%e5%8a%a9%e7%81%bd%e9%9b%a3%e6%87%89%e8%ae%8a\/"},"modified":"2025-08-20T21:10:58","modified_gmt":"2025-08-21T04:10:58","slug":"how-ai-can-help-in-disaster-response","status":"publish","type":"blog","link":"https:\/\/ambiq.com\/tw\/blog\/how-ai-can-help-in-disaster-response\/","title":{"rendered":"\u4eba\u5de5\u667a\u6167\u5982\u4f55\u5e6b\u52a9\u707d\u96e3\u61c9\u8b8a"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"800\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2023\/09\/AI-in-disaster-response-model-1200x800-1.jpg\" alt=\"Ambiq AI &#x707D;&#x96E3;&#x61C9;&#x8B8A;&#x6A21;&#x578B;\" class=\"wp-image-7816\" style=\"width:800px;height:undefinedpx\" title=\"\" 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has-medium-font-size\" id=\"h-damage-assessment-nbsp\"><strong>\u640d\u5bb3\u8a55\u4f30  <\/strong><\/h3>\n\n<p>\u7f8e\u570b\u570b\u9632\u90e8\u90e8\u7f72\u4e86\u4e00\u500b\u8996\u89ba\u8a08\u7b97\u9805\u76ee xView2\uff0c\u8a72\u9805\u76ee\u5df2\u7d93\u5728\u5354\u52a9\u571f\u8033\u5176\u5730\u9762\u707d\u96e3\u5f8c\u52e4\u548c\u6551\u63f4\u4efb\u52d9\u65b9\u9762\u53d6\u5f97\u4e86\u6210\u679c<sup>4<\/sup>.xView2 \u7684\u901f\u5ea6\u6bd4\u50b3\u7d71\u6aa2\u6e2c\u65b9\u6cd5\u5feb\u5f97\u591a\uff0c\u5b83\u4f7f\u7528 ML \u6f14\u7b97\u6cd5\u548c\u885b\u661f\u5f71\u50cf\u4f86\u8b58\u5225\u548c\u5206\u985e\u707d\u5340\u57fa\u790e\u8a2d\u65bd\u548c\u5efa\u7bc9\u7269\u640d\u58de\u7684\u56b4\u91cd\u7a0b\u5ea6\u3002   <\/p>\n\n<p>xView2 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\u5e73\u53f0\uff0c\u5728\u5176\u4ed6\u4f86\u6e90\u53ef\u7528\u4e4b\u524d\u81ea\u52d5\u6536\u96c6\u548c\u5206\u985e\u767c\u5e03\u7684\u63a8\u6587<sup>9<\/sup>.AIDR \u4f7f\u7528\u6587\u672c\u548c\u5716\u50cf\u4f86\u586b\u88dc\u4fe1\u606f\u7a7a\u767d\u4e26\u63d0\u4f9b\u5be6\u6642\u3001\u7d93\u904e\u8655\u7406\u7684\u6578\u64da\u3002\u7136\u5f8c\uff0cAIDR \u5f9e\u9019\u4e9b\u6578\u64da\u4e2d\u5c0b\u627e\u4eba\u9053\u4e3b\u7fa9\u4fe1\u606f\uff0c\u7d44\u7e54\u53ef\u4ee5\u8a2a\u554f\u9019\u4e9b\u4fe1\u606f\u4e26\u5c07\u5176\u61c9\u7528\u65bc\u61c9\u5c0d\u707d\u96e3\u3002      <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-cloud-based-emergency-management-nbsp\"><strong>\u57fa\u65bc\u96f2\u7aef\u7684\u7dca\u6025\u7ba1\u7406<\/strong> <\/h3>\n\n<p>\u57fa\u65bc\u96f2\u7aef\u7684\u4eba\u5de5\u667a\u6167\u5e73\u53f0\u53ef\u4ee5\u4f7f\u7dca\u6025\u61c9\u8b8a\u5718\u968a\u80fd\u5920\u5f9e\u4efb\u4f55\u88dd\u7f6e\u6307\u63ee\u3001\u63a7\u5236\u548c\u76e3\u63a7\u5373\u6642\u60c5\u6cc1\u3002Havrion Protect \u662f\u4e00\u500b\u5e73\u53f0\uff0c\u5141\u8a31\u7528\u6236\u5728\u81ea\u7136\u707d\u5bb3\u4e2d\u865b\u64ec\u7ba1\u7406\u8a2d\u5099\u3001\u61c9\u7528\u7a0b\u5e8f\u548c\u901a\u4fe1\u61c9\u7528\u7a0b\u5e8f<sup>10<\/sup>\u3002\u4f8b\u5982\uff0c\u97ff\u61c9\u5718\u968a\u53ef\u4ee5\u901a\u77e5\u6025\u6551\u4eba\u54e1\u548c\u5de5\u4f5c\u4eba\u54e1\u4e8b\u4ef6\u3001\u898f\u5283\u7dca\u6025\u758f\u6563\u8def\u7dda\u4ee5\u53ca\u8b58\u5225\u7015\u81e8\u6ec5\u7d55\u7684\u4eba\u54e1\u548c\u7fa4\u9ad4\u3002    <\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"800\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2023\/09\/AI-in-disaster-response-Fire-analytics-1200x800-1.jpg\" alt=\"Ambiq AI &#x5728;&#x707D;&#x96E3;&#x61C9;&#x8B8A;&#x90E8;&#x843D;&#x683C;&#x4E2D;&#x7684;&#x706B;&#x707D;&#x5206;&#x6790;\" class=\"wp-image-7817\" style=\"width:800px;height:undefinedpx\" title=\"\" srcset=\"\/wp-content\/uploads\/2023\/09\/AI-in-disaster-response-Fire-analytics-1200x800-1.jpg 1200w, \/wp-content\/uploads\/2023\/09\/AI-in-disaster-response-Fire-analytics-1200x800-1-150x100.jpg 150w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n<\/div>\n<h2 class=\"wp-block-heading\" id=\"h-the-limitations-of-ai-nbsp\"><strong>\u4eba\u5de5\u667a\u6167\u7684\u5c40\u9650\u6027<\/strong> <\/h2>\n\n<p>\u4eba\u5de5\u667a\u6167\u5728\u9810\u6e2c\u81ea\u7136\u707d\u5bb3\u65b9\u9762\u7684\u4f5c\u7528\u9762\u81e8\u6311\u6230\uff0c\u9996\u5148\u662f\u8cc7\u6599\u7684\u54c1\u8cea\u548c\u53ef\u7528\u6027\u3002\u4eba\u5de5\u667a\u6167\u6f14\u7b97\u6cd5\u4f9d\u8cf4\u5927\u91cf\u9ad8\u54c1\u8cea\u6578\u64da\u4f86\u505a\u51fa\u6e96\u78ba\u7684\u9810\u6e2c\uff0c\u4f46\u767c\u5c55\u4e2d\u570b\u5bb6\u7b49\u5730\u7f3a\u4e4f\u53ef\u9760\u7684\u6578\u64da\u3002\u5982\u679c\u8a13\u7df4\u8cc7\u6599\u96c6\u6db5\u84cb\u5927\u578b\u4e8b\u4ef6\uff0c\u5247\u57fa\u65bc\u4eba\u5de5\u667a\u6167\u7684\u65b9\u6cd5\u6703\u5f88\u6709\u6548\uff0c\u4f46\u5b83\u5011\u767c\u751f\u7684\u7f55\u898b\u6027\u4e5f\u9650\u5236\u4e86\u9019\u4e9b\u8cc7\u6599\u7684\u53ef\u7528\u6027\u3002    <\/p>\n\n<p>\u4eba\u5de5\u667a\u6167\u4e5f\u9762\u81e8\u7bc4\u570d\u6709\u9650\u7684\u6311\u6230\u3002\u79c1\u71df\u90e8\u9580\u7684\u4eba\u5de5\u667a\u6167\u8a08\u756b\u53ef\u80fd\u6d89\u53ca\u653f\u5e9c\u6216\u975e\u653f\u5e9c\u6a5f\u69cb\u5c08\u6ce8\u65bc\u7279\u5b9a\u793e\u5340\uff0c\u5f9e\u800c\u5192\u8457\u5b64\u7acb\u8f03\u5927\u5730\u5340\u6216\u6025\u9700\u5bb6\u5ead\u7684\u98a8\u96aa<sup>11<\/sup>\uff0c\u5c0e\u81f4\u76ee\u6a19\u548c\u5229\u76ca\u5206\u6563\uff0c\u53ef\u80fd\u5c0e\u81f4\u7d44\u7e54\u7121\u6cd5\u6574\u5408\u6216\u7dad\u8b77\u9019\u4e9b\u5de5\u5177\u3002   <\/p>\n\n<p>\u6700\u5f8c\uff0c\u81ea\u7136\u707d\u5bb3\u7684\u8907\u96dc\u6027\u662f\u53e6\u4e00\u500b\u6311\u6230\u3002\u8a31\u591a\u5c1a\u672a\u5b8c\u5168\u4e86\u89e3\u7684\u56e0\u7d20\u6703\u5f71\u97ff\u9019\u4e9b\u4e8b\u4ef6\u3002\u5118\u7ba1\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u63d0\u4f9b\u6709\u50f9\u503c\u7684\u898b\u89e3\u548c\u9810\u6e2c\uff0c\u4f46\u5b83\u7121\u6cd5\u53d6\u4ee3\u4eba\u985e\u7684\u5224\u65b7\u548c\u5c08\u696d\u77e5\u8b58\u3002    <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-the-future-of-ai-in-disaster-management-nbsp\"><strong>\u4eba\u5de5\u667a\u6167\u5728\u707d\u5bb3\u7ba1\u7406\u9818\u57df\u7684\u672a\u4f86<\/strong> <\/h2>\n\n<p>\u4eba\u5de5\u667a\u6167\u986f\u793a\u51fa\u5e6b\u52a9\u4e16\u754c\u589e\u5f37\u6297\u707d\u80fd\u529b\u7684\u5de8\u5927\u6f5b\u529b\u3002\u96d6\u7136\u4eba\u5de5\u667a\u6167\u7121\u6cd5\u53d6\u4ee3\u76ee\u524d\u7684\u707d\u5bb3\u7ba1\u7406\u7cfb\u7d71\uff0c\u4f46\u5b83\u53ef\u4ee5\u5e6b\u52a9\u586b\u88dc\u81ea\u7136\u707d\u5bb3\u671f\u9593\u548c\u4e4b\u5f8c\u6bcf\u500b\u9ede\u7684\u7a7a\u767d\u4e26\u6539\u5584\u7d50\u679c\u3002\u53ea\u6709\u589e\u52a0\u9ad8\u8cea\u91cf\u6578\u64da\u7684\u4f9b\u61c9\u3001\u707d\u5bb3\u7ba1\u7406\u7d44\u7e54\u4e4b\u9593\u66f4\u597d\u7684\u5354\u4f5c\u4ee5\u53ca\u7d50\u5408\u6a5f\u5668\u548c\u4eba\u985e\u667a\u80fd\u7684\u654f\u6377\u65b9\u6cd5\uff0c\u624d\u80fd\u6539\u5584\u707d\u96e3\u97ff\u61c9\u3002    <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-how-ambiq-is-contributing-nbsp\"><strong>Ambiq \u5982\u4f55\u505a\u51fa\u8ca2\u737b<\/strong> <\/h2>\n\n<p>\u5f9e\u81ea\u7136\u707d\u5bb3\u6536\u96c6\u8cc7\u6599\u7684\u88dd\u7f6e\u9700\u8981\u4e00\u81f4\u7684\u80fd\u6e90\u4f86\u6e90\uff0c\u56e0\u6b64\u5206\u6790\u5e2b\u548c\u7dca\u6025\u6551\u63f4\u4eba\u54e1\u7684\u8cc7\u6599\u4e0d\u6703\u907a\u5931\u3002Ambiq \u7684\u8d85\u4f4e\u529f\u8017\u4e9e <a href=\"https:\/\/ambiq.com\/spot\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u95be\u503c\u529f\u8017\u512a\u5316\u6280\u8853<\/a> \uff08SPOT\uff09<sup>\u00ae<\/sup> \u5e73\u53f0\u548c <a href=\"https:\/\/ambiq.com\/tw\/soc-%e5%92%8c-mcu\/\" target=\"_blank\" rel=\"noreferrer noopener\">Apollo \u7cfb\u7d71\u55ae\u6676\u7247<\/a> \uff08SoC\uff09 \u7cfb\u5217\u5d4c\u5165\u5230\u7f6e\u65bc\u98a8\u66b4\u4e2d\u5fc3\u7684\u611f\u6e2c\u5668\u548c\u908a\u7de3\u88dd\u7f6e\u4e2d\u3002\u5b83\u5011\u63d0\u4f9b\u4e86\u53ef\u9760\u7684\u7bc0\u80fd\u548c\u4eba\u5de5\u667a\u6167\u5fae\u6676\u7247\u4f86\u6e90\uff0c\u53ef\u4ee5\u5e6b\u52a9\u92f0\u96fb\u6c60\u8a2d\u5099\u4e00\u6b21\u5145\u96fb\u5373\u53ef\u4f7f\u7528\u6578\u9031\u3001\u6578\u6708\u751a\u81f3\u6578\u5e74\u3002    <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-sources-nbsp\"><strong>\u4f86\u6e90<\/strong> <\/h3>\n\n<p class=\"has-small-font-size\"><sup>1<\/sup> <a href=\"https:\/\/www.thezebra.com\/resources\/research\/natural-disaster-statistics\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u81ea\u7136\u707d\u5bb3\u7d71\u8a08<\/a> |2023 \u5e74 1 \u6708 31 \u65e5  <br\/> <sup>2 <\/sup><a href=\"https:\/\/news.un.org\/en\/story\/2021\/03\/1087702\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u81ea\u7136\u707d\u5bb3\u767c\u751f\u7684\u983b\u7387\u662f 50 \u5e74\u524d\u7684\u4e09\u500d\uff1a\u7ce7\u8fb2\u7d44\u7e54\u65b0\u5831\u544a<\/a>|\u4e09\u670818,2021  <br\/> <sup>3 <\/sup><a href=\"https:\/\/www.citizen.co.za\/news\/south-africa\/weather\/natural-disasters-set-to-increase-by-37-globally-by-2025-report\/\" rel=\"nofollow noopener\" target=\"_blank\">\u5230 2025 \u5e74\uff0c\u5168\u7403\u81ea\u7136\u707d\u5bb3\u5c07\u589e\u52a0 37%<\/a> \u2013 \u5831\u544a |\u4e09\u6708 14\uff0c 2022  <br\/> <sup>4 <\/sup><a href=\"https:\/\/www.technologyreview.com\/2023\/02\/20\/1068824\/ai-actually-helpful-disaster-response-turkey-syria-earthquake\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u4eba\u5de5\u667a\u6167\u5982\u4f55\u771f\u6b63\u5e6b\u52a9\u707d\u96e3\u61c9\u8b8a<\/a> |2023 \u5e74 2 \u6708 20 \u65e5  <br\/> <sup>5 <\/sup><a href=\"https:\/\/ts2.space\/en\/the-power-of-ai-in-predicting-natural-disasters-and-climate-change\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u4eba\u5de5\u667a\u6167\u5728\u9810\u6e2c\u81ea\u7136\u707d\u5bb3\u548c\u6c23\u5019\u8b8a\u9077\u65b9\u9762\u7684\u529b\u91cf<\/a> |2023 \u5e74 7 \u6708 14 \u65e5  <br\/> <sup>6 <\/sup><a href=\"https:\/\/www.linkedin.com\/pulse\/leveraging-big-data-ai-disaster-resilience-recovery-step-shields\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u5229\u7528\u5927\u6578\u64da\u548c\u4eba\u5de5\u667a\u6167\u5be6\u73fe\u707d\u96e3\u5fa9\u539f\u548c\u5fa9\u539f\uff1a\u9081\u5411\u66f4\u5b89\u5168\u672a\u4f86\u7684\u4e00\u6b65<\/a> |2023 \u5e74 6 \u6708 25 \u65e5  <br\/> <sup>7 <\/sup><a href=\"https:\/\/hub.packtpub.com\/ai-rescue-5-ways-machine-learning-can-assist-emergency-situations\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">AI \u6551\u63f4\uff1a\u6a5f\u5668\u5b78\u7fd2\u5728\u7dca\u6025\u60c5\u6cc1\u4e0b\u63d0\u4f9b\u5354\u52a9\u7684 5 \u7a2e\u65b9\u5f0f<\/a>|\u4e00\u670816,2018  <br\/> <sup>8 <\/sup><a href=\"https:\/\/www.redcross.org\/get-help\/disaster-relief-and-recovery-services\/meet-clara.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u8a8d\u8b58\u514b\u62c9\u62c9\uff0c\u707d\u96e3\u61c9\u8b8a\u804a\u5929\u6a5f\u5668\u4eba<\/a> |2023  <br\/> <sup>9 <\/sup><a href=\"https:\/\/aidr.qcri.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">AIDR \u2013 \u4eba\u5de5\u667a\u6167\u6578\u4f4d\u56de\u61c9<\/a> |2023  <br\/> <sup>10 <\/sup><a href=\"https:\/\/havrion.com\/5-uses-of-ai-in-emergency-management\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u4eba\u5de5\u667a\u6167\u5728\u7dca\u6025\u7ba1\u7406\u4e2d\u7684 5 \u7a2e\u61c9\u7528<\/a> |2023  <br\/> <sup>11  <\/sup><a href=\"https:\/\/www.weforum.org\/agenda\/2020\/01\/natural-disasters-resilience-relief-artificial-intelligence-ai-mckinsey\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u81ea\u7136\u707d\u5bb3\u7684\u983b\u7387\u548c\u5147\u731b\u7a0b\u5ea6\u90fd\u5728\u589e\u52a0\u3002\u4ee5\u4e0b\u662f\u4eba\u5de5\u667a\u6167\u5982\u4f55\u63d0\u4f9b\u6551\u63f4 <\/a>  |\u4e00\u670814,2020  <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u706b\u707d\u3001\u6d2a\u6c34\u3001\u98b6\u98a8\u3001\u5730\u9707\u548c\u6d77\u562f\u7b49\u81ea\u7136\u707d\u5bb3\u5f71\u97ff 218,000,000 \u4eba\uff0c\u5e73\u5747\u6bcf\u5e74\u596a\u8d70 68,000 \u4eba\u7684\u751f\u547d1\u3002\u60c5\u6cc1\u7e7c\u7e8c\u60e1\u5316\u3002\u6839\u64da\u806f\u5408\u570b\u7684\u6578\u64da\uff0c\u73fe\u5728\u81ea\u7136\u707d\u5bb3\u767c\u751f\u7684\u983b\u7387\u662f 50 \u5e74\u524d\u7684\u4e09\u500d2.\u7814\u7a76\u548c\u7d71\u8a08\u6578\u64da\u8868\u660e\uff0c\u6c23\u5019\u8b8a\u9077\u6703\u5c0e\u81f4\u9019\u4e9b\u707d\u96e3\u8b8a\u5f97\u66f4\u52a0\u983b\u7e41\u548c\u5ee3\u6cdb\u3002Access Partnership \u7684\u4e00\u4efd\u5831\u544a\u9810\u6e2c\uff0c\u5230 2025<\/p>\n","protected":false},"author":28,"featured_media":17259,"template":"","blog-category":[],"blog-tag":[],"class_list":["post-21512","blog","type-blog","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog\/21512","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/users\/28"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/media\/17259"}],"wp:attachment":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/media?parent=21512"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog-category?post=21512"},{"taxonomy":"blog-tag","embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog-tag?post=21512"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}