{"id":11739,"date":"2025-06-22T22:11:59","date_gmt":"2025-06-22T20:11:59","guid":{"rendered":"https:\/\/geopard.tech\/?p=11739"},"modified":"2025-06-22T22:20:56","modified_gmt":"2025-06-22T20:20:56","slug":"%e4%bd%9c%e7%89%a9%e3%82%a4%e3%83%a1%e3%83%bc%e3%82%b8%e3%83%b3%e3%82%b0%e3%81%af%e3%80%81%e7%8f%be%e4%bb%a3%e8%be%b2%e6%a5%ad%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%83%87%e3%83%bc%e3%82%bf%e9%a7%86","status":"publish","type":"post","link":"https:\/\/geopard.tech\/jp\/blog\/crop-imaging-key-to-data-driven-decisions-in-modern-agriculture\/","title":{"rendered":"\u4f5c\u7269\u753b\u50cf\uff1a\u73fe\u4ee3\u8fb2\u696d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u610f\u601d\u6c7a\u5b9a\u306e\u9375"},"content":{"rendered":"<p>\u4f5c\u7269\u753b\u50cf\u51e6\u7406\u306f\u3001\u8fb2\u5bb6\u306b\u8d85\u4eba\u7684\u306a\u8996\u529b\u3092\u4e0e\u3048\u308b\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002\u30c9\u30ed\u30fc\u30f3\u3001\u885b\u661f\u3001\u30c8\u30e9\u30af\u30bf\u30fc\u3001\u3042\u308b\u3044\u306f\u643a\u5e2f\u578b\u30c7\u30d0\u30a4\u30b9\u306a\u3069\u306b\u642d\u8f09\u3055\u308c\u305f\u30ab\u30e1\u30e9\u3092\u4f7f\u3063\u3066\u3001\u7551\u306e\u5199\u771f\u3084\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u306f\u5358\u306a\u308b\u5199\u771f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u8d64\u5916\u7dda\u3067\u6349\u3048\u3089\u308c\u308b\u690d\u7269\u306e\u5065\u5eb7\u72b6\u614b\u3084\u3001\u76ee\u306b\u898b\u3048\u306a\u3044\u6c34\u5206\u30b9\u30c8\u30ec\u30b9\u306a\u3069\u3001\u4eba\u9593\u306e\u76ee\u306b\u306f\u898b\u3048\u306a\u3044\u3082\u306e\u3082\u6349\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002.<\/p>\n<h2>\u4f5c\u7269\u753b\u50cf\u51e6\u7406\u306e\u30d3\u30b8\u30e7\u30f3\u5165\u9580<\/h2>\n<p><strong>\u4f5c\u7269\u753b\u50cf\u51e6\u7406\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong> 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2023\u3001PrecisionAg Institute 2024\uff09\u306b\u3088\u308b\u3068\u3001\u753b\u50cf\u8a98\u5c0e\u578b\u7cbe\u5bc6\u8fb2\u696d\u3092\u63a1\u7528\u3057\u305f\u8fb2\u5834\u306f\u300110\uff5e20%\u306e\u53ce\u91cf\u5897\u52a0\u3092\u9054\u6210\u3067\u304d\u308b\u3068\u540c\u6642\u306b\u3001\u6c34\u3068\u5316\u5b66\u80a5\u6599\u306e\u6295\u5165\u91cf\u309215\uff5e30%\u524a\u6e1b\u3067\u304d\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"11768\" data-permalink=\"https:\/\/geopard.tech\/jp\/blog\/crop-imaging-key-to-data-driven-decisions-in-modern-agriculture\/what-is-crop-imaging\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/What-is-Crop-Imaging.webp?fit=1024%2C1024&amp;ssl=1\" data-orig-size=\"1024,1024\" data-comments-opened=\"1\" data-image-title=\"What is Crop Imaging\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/What-is-Crop-Imaging.webp?fit=1024%2C1024&amp;ssl=1\" class=\"alignnone size-full wp-image-11768\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/What-is-Crop-Imaging.webp?resize=810%2C810&#038;ssl=1\" alt=\"\u30af\u30ed\u30c3\u30d7\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u3068\u306f\" width=\"810\" height=\"810\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/What-is-Crop-Imaging.webp?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/What-is-Crop-Imaging.webp?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/What-is-Crop-Imaging.webp?resize=150%2C150&amp;ssl=1 150w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/What-is-Crop-Imaging.webp?resize=768%2C768&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/What-is-Crop-Imaging.webp?resize=120%2C120&amp;ssl=1 120w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>\u3088\u308a\u52b9\u7387\u7684\u3067\u74b0\u5883\u306b\u914d\u616e\u3057\u305f\u98df\u6599\u751f\u7523\u304c\u6c42\u3081\u3089\u308c\u308b\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u30c7\u30b8\u30bf\u30eb\u4f5c\u7269\u753b\u50cf\u306f\u3082\u306f\u3084\u9078\u629e\u80a2\u3067\u306f\u306a\u304f\u3001\u8fb2\u696d\u306e\u672a\u6765\u306b\u3068\u3063\u3066\u4e0d\u53ef\u6b20\u306a\u3082\u306e\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30c7\u30b8\u30bf\u30eb\u4f5c\u7269\u753b\u50cf\u306e\u4e3b\u306a\u5229\u70b9\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li class=\"ds-markdown-paragraph\"><strong>\u52b9\u7387\u306e\u5411\u4e0a\uff1a<\/strong> 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\u7cbe\u5bc6\u65bd\u80a5\uff08VRA\uff09\u3092\u53ef\u80fd\u306b\u3059\u308b\uff1a\u80a5\u6599\u306e\u4f7f\u7528\u91cf\u309210\uff5e30%\u3001\u6c34\u309220\uff5e25%\u3001\u8fb2\u85ac\u309230\uff5e70%\u524a\u6e1b\u3059\u308b\uff08\u30da\u30f3\u30b7\u30eb\u30d9\u30cb\u30a2\u5dde\u7acb\u5927\u5b66\u30a8\u30af\u30b9\u30c6\u30f3\u30b7\u30e7\u30f3\u30012023\u5e74\uff09\u3002.<\/li>\n<li><strong>\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u5411\u4e0a\uff1a<\/strong> \u30c8\u30e9\u30af\u30bf\u30fc\u306e\u8d70\u884c\u56de\u6570\u3092\u6e1b\u3089\u3059\u3053\u3068\u3067\u4e8c\u9178\u5316\u70ad\u7d20\u6392\u51fa\u91cf\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002\u571f\u58cc\u3084\u6c34\u3078\u306e\u5316\u5b66\u7269\u8cea\u306e\u6d41\u51fa\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3001\u518d\u751f\u578b\u8fb2\u696d\u306e\u76ee\u6a19\u3092\u652f\u63f4\u3057\u307e\u3059\u3002.<\/li>\n<li><strong>\u5ba2\u89b3\u7684\u3067\u5b9a\u91cf\u5316\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\uff1a<\/strong> \u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306b\u3001NDVI\uff08\u690d\u7269\u306e\u5065\u5eb7\u72b6\u614b\u3092\u793a\u3059\u6307\u6a19\uff09\u306a\u3069\u306e\u6307\u6a19\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u5206\u6790\u3092\u901a\u3058\u3066\u5703\u5834\u306e\u5909\u5316\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002.<\/li>\n<li><strong>\u65e9\u671f\u554f\u984c\u691c\u51fa\uff1a<\/strong> \u5bb3\u866b\u3084\u75c5\u6c17\u3092\u3001\u76ee\u306b\u898b\u3048\u308b\u75c7\u72b6\u304c\u73fe\u308c\u308b2\uff5e3\u9031\u9593\u524d\u306b\u7279\u5b9a\u3057\u307e\u3059\uff08\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u753b\u50cf\uff09\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d04151\u30c8\u30f3\u306e\u4f5c\u7269\u640d\u5931\u3092\u9632\u304e\u307e\u3059\uff08FAO\u30012023\u5e74\uff09\u3002.<\/li>\n<\/ul>\n<h2>\u4f5c\u7269\u753b\u50cf\u6280\u8853\u306e\u30b9\u30da\u30af\u30c8\u30eb<\/h2>\n<p class=\"ds-markdown-paragraph\">\u8fb2\u5bb6\u304c\u4f5c\u7269\u306e\u72b6\u614b\u3092\u6b63\u78ba\u306b\u628a\u63e1\u3067\u304d\u305f\u3089\u3069\u3046\u3067\u3057\u3087\u3046\uff1f\u898b\u305f\u76ee\u304c\u7dd1\u8272\u304b\u3069\u3046\u304b\u3060\u3051\u3067\u306a\u304f\u3001\u5589\u304c\u6e07\u3044\u3066\u3044\u308b\u306e\u304b\u3001\u304a\u8179\u304c\u7a7a\u3044\u3066\u3044\u308b\u306e\u304b\u3001\u75c5\u6c17\u306b\u306a\u308a\u304b\u3051\u3066\u3044\u308b\u306e\u304b\u3001\u76ee\u306b\u898b\u3048\u308b\u5146\u5019\u304c\u73fe\u308c\u308b\u524d\u306b\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002\u30c7\u30b8\u30bf\u30eb\u4f5c\u7269\u753b\u50cf\u306e\u304a\u304b\u3052\u3067\u3001\u3053\u306e\u5922\u306e\u3088\u3046\u306a\u80fd\u529b\u304c\u73fe\u5b9f\u306e\u3082\u306e\u3068\u306a\u308a\u307e\u3057\u305f\uff01<\/p>\n<p class=\"ds-markdown-paragraph\">\u30c9\u30ed\u30fc\u30f3\u3001\u30c8\u30e9\u30af\u30bf\u30fc\u3001\u3042\u308b\u3044\u306f\u4eba\u5de5\u885b\u661f\u306b\u642d\u8f09\u3055\u308c\u305f\u7279\u6b8a\u30bb\u30f3\u30b5\u30fc\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u8fb2\u5bb6\u306f\u4eba\u9593\u306e\u76ee\u3067\u306f\u6349\u3048\u304d\u308c\u306a\u3044\u307b\u3069\u8a73\u7d30\u306a\u753b\u50cf\u3092\u64ae\u5f71\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4f5c\u7269\u753b\u50cf\u64ae\u5f71\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306b\u542b\u307e\u308c\u308b\u69d8\u3005\u306a\u300c\u76ee\u300d\u3068\u3001\u305d\u308c\u3089\u304c\u660e\u3089\u304b\u306b\u3059\u308b\u3082\u306e\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>1. \u99b4\u67d3\u307f\u306e\u3042\u308b\u76ee\uff1aRGB\uff08\u53ef\u8996\u5149\uff09\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0<\/h3>\n<p class=\"ds-markdown-paragraph\">\u3053\u308c\u306f\u3001\u7a7a\u304b\u3089\u6a19\u6e96\u7684\u306a\u30ab\u30e9\u30fc\u5199\u771f\u3092\u64ae\u308b\u3088\u3046\u306a\u3082\u306e\u3060\u3068\u8003\u3048\u3066\u304f\u3060\u3055\u3044\u3002RGB\u30ab\u30e1\u30e9\u306f\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u30ab\u30e1\u30e9\u3068\u540c\u3058\u3088\u3046\u306b\u3001\u8d64\u3001\u7dd1\u3001\u9752\u306e\u5149\u3092\u6349\u3048\u307e\u3059\u3002\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u306b\u898b\u3048\u307e\u3059\u304c\u3001\u975e\u5e38\u306b\u4fbf\u5229\u306a\u3082\u306e\u3067\u3059\u3002.<\/p>\n<p class=\"ds-markdown-paragraph\">\u8fb2\u5bb6\u306fRGB\u753b\u50cf\u3092\u4f7f\u3063\u3066\u3001\u690d\u3048\u4ed8\u3051\u5f8c\u306b\u767a\u82bd\u3057\u305f\u690d\u7269\u306e\u6570\u3092\u6570\u3048\u305f\u308a\u3001\u8449\u3067\u8986\u308f\u308c\u305f\u5730\u9762\u306e\u9762\u7a4d\uff08\u6a39\u51a0\u88ab\u8986\u7387\uff09\u3092\u78ba\u8a8d\u3057\u305f\u308a\u3001\u5384\u4ecb\u306a\u96d1\u8349\u306e\u7fa4\u751f\u5730\u3092\u898b\u3064\u3051\u305f\u308a\u3001\u4e00\u822c\u7684\u306a\u5703\u5834\u8abf\u67fb\u3092\u884c\u3063\u305f\u308a\u3059\u308b\u3002.<\/p>\n<ul>\n<li class=\"ds-markdown-paragraph\">\u3053\u308c\u306f\u3001\u4f5c\u7269\u306e\u6982\u8981\u3092\u628a\u63e1\u3059\u308b\u305f\u3081\u306e\u8fc5\u901f\u304b\u3064\u624b\u9803\u306a\u65b9\u6cd5\u3067\u3059\u3002.<\/li>\n<\/ul>\n<h3 class=\"ds-markdown-paragraph\">2. \u690d\u7269\u306e\u5065\u5eb7\u63a2\u5075\uff1a\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0<\/h3>\n<p class=\"ds-markdown-paragraph\">\u3053\u306e\u6280\u8853\u306f\u3055\u3089\u306b\u9ad8\u5ea6\u306a\u3082\u306e\u3067\u3059\u3002\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u30bb\u30f3\u30b5\u30fc\u306f\u3001\u8fd1\u8d64\u5916\u7dda\uff08NIR\uff09\u3084\u30ec\u30c3\u30c9\u30a8\u30c3\u30b8\u306a\u3069\u3001\u79c1\u305f\u3061\u306b\u306f\u898b\u3048\u306a\u3044\u7279\u5b9a\u306e\u91cd\u8981\u306a\u8272\u5e2f\u57df\u3092\u542b\u3080\u3001\u690d\u7269\u304c\u53cd\u5c04\u3059\u308b\u5149\u3092\u6349\u3048\u307e\u3059\u3002\u5065\u5eb7\u306a\u690d\u7269\u306f\u591a\u304f\u306e\u8fd1\u8d64\u5916\u7dda\u3092\u53cd\u5c04\u3057\u307e\u3059\u3002.<\/p>\n<p class=\"ds-markdown-paragraph\">\u3053\u308c\u3089\u306e\u30bb\u30f3\u30b5\u30fc\u306f\u3001\u8d64\u8272\u5149\uff08\u5065\u5eb7\u306a\u8449\u7dd1\u7d20\u306b\u3088\u3063\u3066\u5438\u53ce\u3055\u308c\u308b\u5149\uff09\u3068\u8fd1\u8d64\u5916\u7dda\uff08NIR\uff09\u306e\u5149\u306e\u91cf\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3067\u3001NDVI\uff08\u6b63\u898f\u5316\u690d\u751f\u6307\u6570\uff09\u306a\u3069\u306e\u5f37\u529b\u306a\u690d\u751f\u6307\u6570\u3092\u7b97\u51fa\u3057\u307e\u3059\u3002.<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"11769\" data-permalink=\"https:\/\/geopard.tech\/jp\/blog\/crop-imaging-key-to-data-driven-decisions-in-modern-agriculture\/the-plant-health-detective-multispectral-imaging\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/The-Plant-Health-Detective-Multispectral-Imaging-e1750622256739.webp?fit=1024%2C975&amp;ssl=1\" data-orig-size=\"1024,975\" data-comments-opened=\"1\" data-image-title=\"The Plant Health Detective Multispectral Imaging\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/The-Plant-Health-Detective-Multispectral-Imaging-e1750622256739.webp?fit=1024%2C975&amp;ssl=1\" class=\"alignnone size-full wp-image-11769\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/The-Plant-Health-Detective-Multispectral-Imaging-e1750622256739.webp?resize=810%2C771&#038;ssl=1\" alt=\"\u690d\u7269\u5065\u5eb7\u63a2\u5075\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\" width=\"810\" height=\"771\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/The-Plant-Health-Detective-Multispectral-Imaging-e1750622256739.webp?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/The-Plant-Health-Detective-Multispectral-Imaging-e1750622256739.webp?resize=300%2C286&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/The-Plant-Health-Detective-Multispectral-Imaging-e1750622256739.webp?resize=768%2C731&amp;ssl=1 768w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p class=\"ds-markdown-paragraph\">\u3053\u308c\u3089\u306e\u6307\u6a19\u306f\u300c\u5065\u5eb7\u30b9\u30b3\u30a2\u300d\u306e\u3088\u3046\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3001\u8449\u7dd1\u7d20\u542b\u6709\u91cf\u3001\u690d\u7269\u306e\u6d3b\u529b\uff08\u5f37\u3055\uff09\u3001\u7dcf\u30d0\u30a4\u30aa\u30de\u30b9\u91cf\u306a\u3069\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u8fb2\u5bb6\u306f\u6804\u990a\u4e0d\u8db3\u306e\u5730\u57df\u3001\u5e72\u3070\u3064\u306b\u3088\u308b\u30b9\u30c8\u30ec\u30b9\u3092\u53d7\u3051\u3066\u3044\u308b\u5730\u57df\u3001\u3042\u308b\u3044\u306f\u75c5\u6c17\u3084\u5bb3\u866b\u306b\u3088\u308b\u88ab\u5bb3\u306e\u521d\u671f\u5146\u5019\u304c\u898b\u3089\u308c\u308b\u5730\u57df\u3092\u3001\u4eba\u9593\u306e\u76ee\u3067\u306f\u7570\u5e38\u304c\u78ba\u8a8d\u3067\u304d\u306a\u3044\u6bb5\u968e\u3067\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n<ul>\n<li>\u3053\u308c\u306f\u6700\u3082\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u4f5c\u7269\u753b\u50cf\u51e6\u7406\u6280\u8853\u3067\u3042\u308a\u30012023\u5e74\u6642\u70b9\u3067\u7cbe\u5bc6\u8fb2\u696d\u30bb\u30f3\u30b5\u30fc\u5e02\u5834\u306e35%\u4ee5\u4e0a\u3092\u5360\u3081\u3066\u3044\u308b\u3002.<\/li>\n<\/ul>\n<h3 class=\"ds-markdown-paragraph\">3. \u8d85\u8a73\u7d30\u306a\u79d1\u5b66\u8005\uff1a\u30cf\u30a4\u30d1\u30fc\u30b9\u30da\u30af\u30c8\u30eb\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0<\/h3>\n<p class=\"ds-markdown-paragraph\">\u30cf\u30a4\u30d1\u30fc\u30b9\u30da\u30af\u30c8\u30eb\u306f\u3001\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u3092\u6975\u9650\u307e\u3067\u9032\u5316\u3055\u305b\u305f\u3082\u306e\u3067\u3059\u3002\u6570\u30d0\u30f3\u30c9\u3060\u3051\u3067\u306a\u304f\u3001\u6570\u767e\u3082\u306e\u975e\u5e38\u306b\u72ed\u304f\u9023\u7d9a\u3057\u305f\u30d0\u30f3\u30c9\u306b\u308f\u305f\u308b\u53cd\u5c04\u7387\u3092\u6349\u3048\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u753b\u50cf\u5185\u306e\u3059\u3079\u3066\u306e\u30d4\u30af\u30bb\u30eb\u306b\u5bfe\u3057\u3066\u8a73\u7d30\u306a\u30b9\u30da\u30af\u30c8\u30eb\u300c\u6307\u7d0b\u300d\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002.<\/p>\n<p>\u306a\u305c\u3053\u308c\u304c\u5f37\u529b\u306a\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u690d\u7269\u306e\u69d8\u3005\u306a\u30b9\u30c8\u30ec\u30b9\uff08\u4f8b\u3048\u3070\u3001\u7a92\u7d20\u6b20\u4e4f\u3068\u30ab\u30ea\u30a6\u30e0\u6b20\u4e4f\u306a\u3069\uff09\u3084\u75c5\u6c17\u306f\u3001\u3053\u306e\u6307\u7d0b\u306b\u7279\u6709\u306e\u5909\u5316\u3092\u5f15\u304d\u8d77\u3053\u3057\u307e\u3059\u3002\u30cf\u30a4\u30d1\u30fc\u30b9\u30da\u30af\u30c8\u30eb\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u554f\u984c\u306e\u6b63\u78ba\u306a\u7279\u5b9a\u3092\u6975\u3081\u3066\u7cbe\u5bc6\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u3001\u690d\u7269\u5185\u90e8\u306e\u751f\u5316\u5b66\u7684\u7279\u6027\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002.<\/p>\n<ul>\n<li>\u3088\u308a\u8907\u96d1\u3067\u9ad8\u4fa1\u3067\u306f\u3042\u308b\u3082\u306e\u306e\u3001\u9ad8\u5ea6\u306a\u8a3a\u65ad\u306b\u304a\u3051\u308b\u305d\u306e\u5229\u7528\u306f\u6025\u901f\u306b\u62e1\u5927\u3057\u3066\u304a\u308a\u3001\u4e16\u754c\u306e\u5e02\u5834\u306f2024\u5e74\u304b\u30892030\u5e74\u306b\u304b\u3051\u3066\u5e74\u959312.81\u51463000\u5104\u7c73\u30c9\u30eb\uff08CAGR\uff09\u4ee5\u4e0a\u3067\u62e1\u5927\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u308b\u3002.<\/li>\n<\/ul>\n<h3 class=\"ds-markdown-paragraph\">4. \u5589\u306e\u6e07\u304d\u3092\u6e2c\u308b\u30e1\u30fc\u30bf\u30fc\uff1a\u30b5\u30fc\u30de\u30eb\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0<\/h3>\n<p class=\"ds-markdown-paragraph\">\u30b5\u30fc\u30de\u30eb\u30ab\u30e1\u30e9\u306f\u5149\u3092\u6349\u3048\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u71b1\u3092\u6349\u3048\u307e\u3059\u3002\u690d\u7269\u306e\u8449\u51a0\u306e\u6e29\u5ea6\u3092\u6e2c\u5b9a\u3059\u308b\u306e\u3067\u3059\u3002\u690d\u7269\u306f\u6c34\u5206\u4e0d\u8db3\u306b\u306a\u308b\u3068\u3001\u6c34\u5206\u3092\u7bc0\u7d04\u3059\u308b\u305f\u3081\u306b\u6c17\u5b54\u3092\u9589\u3058\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u84b8\u767a\u51b7\u5374\u304c\u6291\u5236\u3055\u308c\u3001\u5341\u5206\u306a\u6c34\u5206\u3092\u4e0e\u3048\u3089\u308c\u305f\u690d\u7269\u306b\u6bd4\u3079\u3066\u8449\u306e\u6e29\u5ea6\u304c\u8457\u3057\u304f\u4e0a\u6607\u3057\u307e\u3059\u3002.<\/p>\n<ul>\n<li class=\"ds-markdown-paragraph\">\u71b1\u753b\u50cf\u8a3a\u65ad\u306f\u3001\u7551\u306e\u4e2d\u306e\u3053\u3046\u3057\u305f\u300c\u30db\u30c3\u30c8\u30b9\u30dd\u30c3\u30c8\u300d\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u5e72\u3070\u3064\u306b\u3088\u308b\u30b9\u30c8\u30ec\u30b9\u3092\u76f4\u63a5\u7684\u306b\u76e3\u8996\u3059\u308b\u624b\u6bb5\u3068\u306a\u308b\u3002.<\/li>\n<\/ul>\n<p class=\"ds-markdown-paragraph\">\u8fb2\u5bb6\u306f\u3053\u306e\u91cd\u8981\u306a\u60c5\u5831\u3092\u6d3b\u7528\u3057\u3066\u704c\u6f11\u3092\u6b63\u78ba\u306b\u884c\u3044\u3001\u6c34\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u3092\u7bc0\u7d04\u3057\u3001\u4f5c\u7269\u304c\u9069\u5207\u306a\u6642\u671f\u306b\u9069\u5207\u306a\u91cf\u306e\u6c34\u3092\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u308b\u3002.<\/p>\n<h3 class=\"ds-markdown-paragraph\">5. \u5149\u5408\u6210\u6e2c\u5b9a\u5668\uff1a\u86cd\u5149\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0<\/h3>\n<p class=\"ds-markdown-paragraph\">\u3053\u306e\u9ad8\u5ea6\u306a\u6280\u8853\u306f\u3001\u30af\u30ed\u30ed\u30d5\u30a3\u30eb\u5206\u5b50\u304b\u3089\u653e\u51fa\u3055\u308c\u308b\u5fae\u304b\u306a\u5149\uff08\u86cd\u5149\uff09\u3092\u6e2c\u5b9a\u3059\u308b\u3002\u00a0<em>\u5f8c<\/em>\u00a0\u690d\u7269\u306f\u592a\u967d\u5149\u3092\u5438\u53ce\u3057\u307e\u3059\u3002\u3053\u306e\u5149\u306e\u5f37\u3055\u3084\u7a2e\u985e\u306f\u3001\u690d\u7269\u306e\u5149\u5408\u6210\u52b9\u7387\u306b\u3088\u3063\u3066\u5909\u5316\u3057\u307e\u3059\u3002.<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"11770\" data-permalink=\"https:\/\/geopard.tech\/jp\/blog\/crop-imaging-key-to-data-driven-decisions-in-modern-agriculture\/fluorescence-imaging-and-3d-imaging-lidar\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Fluorescence-Imaging-and-3D-Imaging-LiDAR.webp?fit=1024%2C1024&amp;ssl=1\" data-orig-size=\"1024,1024\" data-comments-opened=\"1\" data-image-title=\"Fluorescence Imaging and 3D Imaging LiDAR\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Fluorescence-Imaging-and-3D-Imaging-LiDAR.webp?fit=1024%2C1024&amp;ssl=1\" class=\"alignnone size-full wp-image-11770\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Fluorescence-Imaging-and-3D-Imaging-LiDAR.webp?resize=810%2C810&#038;ssl=1\" alt=\"\u86cd\u5149\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u304a\u3088\u30733D\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0LiDAR\" width=\"810\" height=\"810\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Fluorescence-Imaging-and-3D-Imaging-LiDAR.webp?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Fluorescence-Imaging-and-3D-Imaging-LiDAR.webp?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Fluorescence-Imaging-and-3D-Imaging-LiDAR.webp?resize=150%2C150&amp;ssl=1 150w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Fluorescence-Imaging-and-3D-Imaging-LiDAR.webp?resize=768%2C768&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Fluorescence-Imaging-and-3D-Imaging-LiDAR.webp?resize=120%2C120&amp;ssl=1 120w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>\u690d\u7269\u304c\u30b9\u30c8\u30ec\u30b9\u3092\u53d7\u3051\u308b\u3068\uff08\u305f\u3068\u3048\u3054\u304f\u521d\u671f\u306e\u30b9\u30c8\u30ec\u30b9\u3067\u3042\u3063\u3066\u3082\uff09\u3001\u5149\u5408\u6210\u6a5f\u69cb\u304c\u6700\u521d\u306b\u5f71\u97ff\u3092\u53d7\u3051\u3001\u86cd\u5149\u7279\u6027\u304c\u5909\u5316\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3002\u305d\u306e\u305f\u3081\u3001\u4ed6\u306e\u75c7\u72b6\u304c\u73fe\u308c\u308b\u524d\u306b\u30b9\u30c8\u30ec\u30b9\u3092\u691c\u51fa\u3057\u305f\u308a\u3001\u690d\u7269\u751f\u7406\u5b66\u306e\u8a73\u7d30\u306a\u7814\u7a76\u3092\u884c\u3046\u305f\u3081\u306e\u975e\u5e38\u306b\u611f\u5ea6\u306e\u9ad8\u3044\u30c4\u30fc\u30eb\u3068\u306a\u308b\u3002.<\/p>\n<ul>\n<li>\u3053\u308c\u306f\u3001\u30cf\u30a4\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u8868\u73fe\u578b\u89e3\u6790\uff08\u690d\u7269\u306e\u5f62\u8cea\u3092\u81ea\u52d5\u7684\u306b\u6e2c\u5b9a\u3059\u308b\u3053\u3068\uff09\u306b\u3068\u3063\u3066\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002.<\/li>\n<\/ul>\n<h3 class=\"ds-markdown-paragraph\">6. \u5f62\u72b6\u6e2c\u5b9a\u88c5\u7f6e\uff1a3D\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\uff0fLiDAR<\/h3>\n<p>\u3053\u308c\u3089\u306e\u30bb\u30f3\u30b5\u30fc\uff08LiDAR\uff08\u5149\u691c\u51fa\u30fb\u6e2c\u8ddd\uff09\u306a\u3069\uff09\u306f\u3001\u30ec\u30fc\u30b6\u30fc\u3084\u9ad8\u5ea6\u306a\u30ab\u30e1\u30e9\u3092\u4f7f\u7528\u3057\u3066\u3001\u690d\u7269\u306e\u6a39\u51a0\u307e\u3067\u306e\u8ddd\u96e2\u3092\u6bce\u79d2\u6570\u5343\u56de\u6e2c\u5b9a\u3057\u307e\u3059\u3002.<\/p>\n<ul>\n<li>\u3053\u308c\u306b\u3088\u308a\u3001\u690d\u7269\u306e\u9ad8\u3055\u3001\u8449\u3084\u830e\u306e\u5bc6\u5ea6\u3068\u69cb\u9020\u3001\u305d\u3057\u3066\u6a39\u51a0\u5168\u4f53\u306e\u5f62\u72b6\uff08\u69cb\u9020\uff09\u3092\u793a\u3059\u8a73\u7d30\u306a3D\u30de\u30c3\u30d7\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002.<\/li>\n<\/ul>\n<p>\u3053\u3046\u3057\u305f\u6e2c\u5b9a\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3046\u3053\u3068\u3067\u3001\u8fb2\u5bb6\u306f\u6210\u9577\u7387\u3092\u6b63\u78ba\u306b\u8ffd\u8de1\u3057\u3001\u7551\u306e\u30d0\u30a4\u30aa\u30de\u30b9\uff08\u690d\u7269\u306e\u7dcf\u91cf\uff09\u3092\u63a8\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u30d0\u30a4\u30aa\u30de\u30b9\u306f\u53ce\u91cf\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u306e\u91cd\u8981\u306a\u6307\u6a19\u3068\u306a\u308b\u3002.<\/p>\n<h2>\u30c7\u30b8\u30bf\u30eb\u4f5c\u7269\u753b\u50cf\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u305f\u6280\u8853\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h2>\n<p class=\"ds-markdown-paragraph\">\u4f5c\u7269\u753b\u50cf\u64ae\u5f71\u2015\u2015\u30ab\u30e1\u30e9\u3084\u30bb\u30f3\u30b5\u30fc\u3092\u4f7f\u3063\u3066\u7551\u3092\u4e0a\u7a7a\u3084\u5185\u90e8\u304b\u3089\u64ae\u5f71\u3059\u308b\u6280\u8853\u2015\u2015\u306f\u3001\u8fb2\u696d\u3092\u5927\u304d\u304f\u5909\u9769\u3057\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5b9f\u969b\u306b\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u3053\u308c\u3089\u306e\u753b\u50cf\u3092\u53d6\u5f97\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u69d8\u3005\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u7528\u3044\u3089\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u305e\u308c\u306b\u9577\u6240\u3068\u77ed\u6240\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\n<h3 class=\"ds-markdown-paragraph\">1. \u5730\u4e0a\u30b7\u30b9\u30c6\u30e0<\/h3>\n<p>\u7279\u6b8a\u306a\u30ab\u30e1\u30e9\u3092\u6301\u3063\u3066\u7551\u3092\u6b69\u304d\u56de\u3063\u305f\u308a\u3001\u30c8\u30e9\u30af\u30bf\u30fc\u306b\u76f4\u63a5\u30bb\u30f3\u30b5\u30fc\u3092\u53d6\u308a\u4ed8\u3051\u305f\u308a\u3059\u308b\u69d8\u5b50\u3092\u60f3\u50cf\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u304c\u5730\u4e0a\u578b\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u3067\u3059\u3002\u3053\u308c\u306b\u306f\u3001\u30b9\u30dd\u30c3\u30c8\u30c1\u30a7\u30c3\u30af\u7528\u306e\u30ab\u30e1\u30e9\u3084\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306a\u3069\u306e\u643a\u5e2f\u6a5f\u5668\u3001\u7551\u3092\u8d70\u884c\u3059\u308b\u30c8\u30e9\u30af\u30bf\u30fc\u306b\u53d6\u308a\u4ed8\u3051\u3089\u308c\u305f\u30bb\u30f3\u30b5\u30fc\u3001\u3055\u3089\u306b\u306f\u7814\u7a76\u533a\u753b\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5927\u578b\u306e\u8868\u73fe\u578b\u89e3\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff08\u30bb\u30f3\u30b5\u30fc\u30ab\u30fc\u30c8\u3084\u30d6\u30fc\u30e0\u306a\u3069\uff09\u3082\u542b\u307e\u308c\u307e\u3059\u3002.<\/p>\n<p><strong>\u9577\u6240\uff1a<\/strong>\u00a0\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u975e\u5e38\u306b\u9bae\u660e\u306a\u30c7\u30a3\u30c6\u30fc\u30eb\uff08\u9ad8\u89e3\u50cf\u5ea6\uff09\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u7279\u5b9a\u306e\u690d\u7269\u3084\u5c0f\u3055\u306a\u9818\u57df\u306b\u975e\u5e38\u306b\u6b63\u78ba\u306b\u7126\u70b9\u3092\u5408\u308f\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u500b\u3005\u306e\u8449\u3084\u830e\u306e\u7cbe\u5bc6\u306a\u6e2c\u5b9a\u306b\u6700\u9069\u3067\u3059\u3002.<\/p>\n<p><strong>\u77ed\u6240:<\/strong>\u00a0\u5e83\u5927\u306a\u7551\u3092\u3053\u306e\u3088\u3046\u306b\u8015\u3059\u306b\u306f\u3001\u591a\u304f\u306e\u6642\u9593\u3068\u52b4\u529b\u304c\u304b\u304b\u308b\u3002\u8996\u754c\u304c\u9650\u3089\u308c\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u8fb2\u5834\u306b\u306f\u4e0d\u5411\u304d\u3067\u3042\u308b\u3002\u307e\u305f\u3001\u30c8\u30e9\u30af\u30bf\u30fc\u306b\u53d6\u308a\u4ed8\u3051\u308b\u30bf\u30a4\u30d7\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u571f\u58cc\u3092\u5727\u7e2e\u3057\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u3082\u3042\u308b\u3002.<\/p>\n<h3 class=\"ds-markdown-paragraph\">2. \u7121\u4eba\u822a\u7a7a\u6a5f\uff08\u30c9\u30ed\u30fc\u30f3\uff09<\/h3>\n<p class=\"ds-markdown-paragraph\">\u30c9\u30ed\u30fc\u30f3\uff08\u7121\u4eba\u822a\u7a7a\u6a5f\uff09\u306f\u3001\u7551\u5168\u4f53\u306e\u4f5c\u7269\u753b\u50cf\u3092\u64ae\u5f71\u3059\u308b\u305f\u3081\u306e\u6700\u3082\u4e00\u822c\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u308b\u3002\u901a\u5e38\u306e\u30ab\u30e1\u30e9\u3084\u7279\u6b8a\u306a\u30ab\u30e1\u30e9\uff08\u8fd1\u8d64\u5916\u7dda\u3067\u690d\u7269\u306e\u5065\u5eb7\u72b6\u614b\u3092\u89b3\u5bdf\u3059\u308b\u3082\u306e\u306a\u3069\uff09\u3092\u642d\u8f09\u3057\u305f\u30c9\u30ed\u30fc\u30f3\u306f\u3001\u4f5c\u7269\u306e\u4e0a\u7a7a\u3092\u81ea\u52d5\u98db\u884c\u3059\u308b\u3002.<\/p>\n<p><strong>\u9577\u6240\uff1a<\/strong>\u00a0\u30c9\u30ed\u30fc\u30f3\u306f\u629c\u7fa4\u306e\u67d4\u8edf\u6027\u3092\u8a87\u308a\u3001\u5fc5\u8981\u306a\u6642\u306b\u3044\u3064\u3067\u3082\u98db\u3070\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u9ad8\u7cbe\u7d30\u306a\u753b\u50cf\u3092\u64ae\u5f71\u3067\u304d\u3001\u7551\u3092\u7d20\u65e9\u304f\u30ab\u30d0\u30fc\u3067\u304d\u3001\u4e00\u822c\u7684\u306b\u98db\u884c\u6a5f\u3084\u9ad8\u89e3\u50cf\u5ea6\u885b\u661f\u3088\u308a\u3082\u624b\u9803\u306a\u4fa1\u683c\u3067\u3059\u3002\u4e2d\u898f\u6a21\u8fb2\u5834\u306e\u9031\u3054\u3068\u306e\u70b9\u691c\u306b\u6700\u9069\u3067\u3059\u3002.<\/p>\n<p><strong>\u77ed\u6240:<\/strong>\u00a0\u4e00\u822c\u7684\u306a\u30c9\u30ed\u30fc\u30f3\u306e\u98db\u884c\u6642\u9593\u306f\u30d0\u30c3\u30c6\u30ea\u30fc1\u500b\u3042\u305f\u308a20\uff5e45\u5206\u7a0b\u5ea6\u306a\u306e\u3067\u3001\u4e00\u5ea6\u306b\u98db\u884c\u3067\u304d\u308b\u7bc4\u56f2\u306b\u306f\u9650\u308a\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u591a\u304f\u306e\u5834\u6240\u3067\u514d\u8a31\u304c\u5fc5\u8981\u3068\u306a\u308b\u306a\u3069\u3001\u898f\u5247\u3084\u898f\u5236\u3092\u9075\u5b88\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002.<\/p>\n<p>\u98db\u884c\u306f\u5929\u5019\u306b\u3082\u5927\u304d\u304f\u5de6\u53f3\u3055\u308c\u308b\u3002\u96e8\u3084\u5f37\u98a8\u306f\u907f\u3051\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u30c9\u30ed\u30fc\u30f3\u306e\u5229\u7528\u306f\u6025\u901f\u306b\u62e1\u5927\u3057\u3066\u304a\u308a\u3001\u8fb2\u696d\u7528\u30c9\u30ed\u30fc\u30f3\u5e02\u5834\u306f2028\u5e74\u307e\u3067\u306b\u4e16\u754c\u5168\u4f53\u306714\u5146890\u5104\u30c9\u30eb\u898f\u6a21\u306b\u9054\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u308b\u3002.<\/p>\n<h3 class=\"ds-markdown-paragraph\">3. \u6709\u4eba\u822a\u7a7a\u6a5f<\/h3>\n<p>\u5e83\u5927\u306a\u7551\u3084\u7267\u5834\u5168\u4f53\u3092\u6271\u3046\u5834\u5408\u3001\u753b\u50cf\u30bb\u30f3\u30b5\u30fc\u3092\u642d\u8f09\u3057\u305f\u98db\u884c\u6a5f\u3084\u30d8\u30ea\u30b3\u30d7\u30bf\u30fc\u304c\u4f7f\u7528\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308b\u3002.<\/p>\n<p class=\"ds-markdown-paragraph\"><strong>\u9577\u6240\uff1a<\/strong>\u00a0\u30c9\u30ed\u30fc\u30f3\u3088\u308a\u3082\u4e00\u5ea6\u306e\u98db\u884c\u3067\u5e83\u7bc4\u56f2\u3092\u30ab\u30d0\u30fc\u3067\u304d\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u8fb2\u5834\u3084\u5730\u57df\u8abf\u67fb\u306b\u52b9\u7387\u7684\u3067\u3059\u3002.<\/p>\n<p class=\"ds-markdown-paragraph\"><strong>\u77ed\u6240:<\/strong>\u00a0\u98db\u884c\u6a5f\u3092\u30c1\u30e3\u30fc\u30bf\u30fc\u3059\u308b\u306e\u306f\u3001\u30c9\u30ed\u30fc\u30f3\u3092\u4f7f\u3046\u3088\u308a\u3082\u304b\u306a\u308a\u8cbb\u7528\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u9ad8\u9ad8\u5ea6\u304b\u3089\u64ae\u5f71\u3057\u305f\u753b\u50cf\u306f\u3001\u901a\u5e38\u3001\u30c9\u30ed\u30fc\u30f3\u3067\u64ae\u5f71\u3057\u305f\u5199\u771f\u3088\u308a\u3082\u7d30\u90e8\u304c\u307c\u3084\u3051\u3066\u3044\u307e\u3059\uff08\u89e3\u50cf\u5ea6\u304c\u4f4e\u3044\uff09\u3002\u307e\u305f\u3001\u30d5\u30e9\u30a4\u30c8\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u8abf\u6574\u3082\u67d4\u8edf\u6027\u306b\u6b20\u3051\u3001\u6a5f\u4f53\u3084\u30d1\u30a4\u30ed\u30c3\u30c8\u306e\u7a7a\u304d\u72b6\u6cc1\u306b\u5de6\u53f3\u3055\u308c\u307e\u3059\u3002.<\/p>\n<h3 class=\"ds-markdown-paragraph\">4. \u885b\u661f<\/h3>\n<p class=\"ds-markdown-paragraph\">\u5730\u7403\u89b3\u6e2c\u885b\u661f\u306f\u3001\u79c1\u305f\u3061\u306e\u9065\u304b\u4e0a\u7a7a\u3092\u5468\u56de\u3057\u3001\u8fb2\u5730\u3092\u542b\u3080\u5730\u7403\u5168\u4f53\u3092\u7d76\u3048\u305a\u64ae\u5f71\u3057\u3066\u3044\u308b\u3002.<\/p>\n<p><strong>\u9577\u6240<\/strong>\u885b\u661f\u306f\u5730\u7403\u5168\u4f53\u3092\u30ab\u30d0\u30fc\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u4e16\u754c\u4e2d\u306e\u3042\u3089\u3086\u308b\u8fb2\u5834\u3092\u64ae\u5f71\u3067\u304d\u307e\u3059\u3002\u885b\u661f\u306f\u53b3\u5bc6\u306a\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3067\u98db\u884c\u3057\u3001\u6570\u65e5\u3054\u3068\u3001\u3042\u308b\u3044\u306f\u6570\u9031\u9593\u3054\u3068\u306b\u5b9a\u671f\u7684\u306b\u5b89\u5b9a\u3057\u305f\u753b\u50cf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/p>\n<p>\u91cd\u8981\u306a\u306e\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u4f55\u5e74\u3082\u3001\u3042\u308b\u3044\u306f\u4f55\u5341\u5e74\u3082\u524d\u306e\u753b\u50cf\u30a2\u30fc\u30ab\u30a4\u30d6\u3092\u4fdd\u6709\u3057\u3066\u304a\u308a\u3001\u8fb2\u5bb6\u306f\u73fe\u5728\u306e\u7551\u3092\u904e\u53bb\u306e\u30b7\u30fc\u30ba\u30f3\u3068\u6bd4\u8f03\u3067\u304d\u308b\u70b9\u3067\u3042\u308b\u3002.<\/p>\n<p class=\"ds-markdown-paragraph\"><strong>\u77ed\u6240<\/strong>\u885b\u661f\u753b\u50cf\u306f\u7d76\u3048\u305a\u6539\u826f\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u306e\u3001\u30c9\u30ed\u30fc\u30f3\u3084\u98db\u884c\u6a5f\u3067\u64ae\u5f71\u3055\u308c\u305f\u753b\u50cf\u306b\u6bd4\u3079\u3066\u89e3\u50cf\u5ea6\u304c\u4f4e\u3044\u306e\u304c\u73fe\u72b6\u3067\u3059\u3002\u7551\u5168\u4f53\u306f\u306f\u3063\u304d\u308a\u3068\u898b\u3048\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u500b\u3005\u306e\u690d\u7269\u306f\u9bae\u660e\u306b\u5199\u3089\u306a\u3044\u3067\u3057\u3087\u3046\u3002\u96f2\u306f\u885b\u661f\u306e\u8996\u754c\u3092\u906e\u308b\u305f\u3081\u3001\u5927\u304d\u306a\u554f\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002.<\/p>\n<p class=\"ds-markdown-paragraph\">\u8fb2\u5bb6\u306f\u3001\u885b\u661f\u304c\u4e0a\u7a7a\u3092\u901a\u904e\u3059\u308b\u6b63\u78ba\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u305b\u3093\u3002\u30d7\u30e9\u30cd\u30c3\u30c8\u30fb\u30e9\u30dc\u306a\u3069\u306e\u6700\u65b0\u306e\u885b\u661f\u30b3\u30f3\u30b9\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u6bce\u65e5\u753b\u50cf\u3092\u63d0\u4f9b\u3057\u30011\u30d4\u30af\u30bb\u30eb\u3042\u305f\u308a3\u30e1\u30fc\u30c8\u30eb\u307e\u3067\u306e\u89e3\u50cf\u5ea6\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u500b\u3005\u306e\u690d\u7269\u3092\u898b\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u8d85\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u3092\u5f97\u308b\u306b\u306f\u3001\u4f9d\u7136\u3068\u3057\u3066\u30c9\u30ed\u30fc\u30f3\u3084\u822a\u7a7a\u6a5f\u304c\u5fc5\u8981\u3068\u306a\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002.<\/p>\n<p class=\"ds-markdown-paragraph\">\u4f5c\u7269\u753b\u50cf\u64ae\u5f71\u306b\u6700\u9069\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u7528\u9014\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u8fb2\u5bb6\u306f\u591a\u304f\u306e\u5834\u5408\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u7528\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5e83\u7bc4\u56f2\u306e\u76e3\u8996\u306b\u306f\u885b\u661f\u3092\u4f7f\u7528\u3057\u3001\u554f\u984c\u7b87\u6240\u3092\u7279\u5b9a\u3057\u3066\u8abf\u67fb\u3059\u308b\u305f\u3081\u306b\u30c9\u30ed\u30fc\u30f3\u3092\u98db\u3070\u3059\u3068\u3044\u3063\u305f\u5177\u5408\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u591a\u89d2\u7684\u306a\u8996\u70b9\u304b\u3089\u4f5c\u7269\u3092\u89b3\u5bdf\u3059\u308b\u3053\u3068\u3067\u3001\u8fb2\u5bb6\u306f\u3053\u308c\u307e\u3067\u306b\u306a\u3044\u307b\u3069\u4f5c\u7269\u306b\u95a2\u3059\u308b\u6df1\u3044\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u3088\u308a\u52b9\u7387\u7684\u306b\u98df\u6599\u3092\u751f\u7523\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002.<\/p>\n<h2>\u4f5c\u7269\u753b\u50cf\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790<\/h2>\n<p>\u30c9\u30ed\u30fc\u30f3\u3084\u885b\u661f\u3092\u4f7f\u3063\u3066\u7551\u306e\u7d20\u6674\u3089\u3057\u3044\u5199\u771f\u3092\u64ae\u5f71\u3067\u304d\u305f\u3068\u3057\u307e\u3057\u3087\u3046\u3002\u3053\u308c\u306f\u7b2c\u4e00\u6b69\u3067\u3059\uff01\u3057\u304b\u3057\u3001\u4f55\u767e\u4e07\u3082\u306e\u30ab\u30e9\u30d5\u30eb\u306a\u30d4\u30af\u30bb\u30eb\uff08\u753b\u50cf\u3092\u69cb\u6210\u3059\u308b\u5c0f\u3055\u306a\u70b9\uff09\u3060\u3051\u3067\u306f\u3001\u4f5c\u7269\u306e\u751f\u80b2\u72b6\u6cc1\u306f\u81ea\u52d5\u7684\u306b\u306f\u308f\u304b\u308a\u307e\u305b\u3093\u3002.<\/p>\n<p>\u30b9\u30c6\u30c3\u30d72\u306f\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u751f\u306e\u753b\u50cf\u3092\u8fb2\u696d\u306b\u5f79\u7acb\u3064\u77e5\u8b58\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u4ed5\u7d44\u307f\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p><strong>A. \u753b\u50cf\u306e\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\uff08\u753b\u50cf\u524d\u51e6\u7406\uff09<\/strong><\/p>\n<p>\u3053\u308c\u306f\u3001\u672c\u683c\u7684\u306a\u7814\u7a76\u306e\u305f\u3081\u306b\u5199\u771f\u3092\u6e96\u5099\u3059\u308b\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002RAW\u753b\u50cf\u306b\u306f\u5c0f\u3055\u306a\u30a8\u30e9\u30fc\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u5c02\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3053\u308c\u3089\u306e\u30a8\u30e9\u30fc\u3092\u4fee\u6b63\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30b8\u30aa\u30ec\u30d5\u30a1\u30ec\u30f3\u30b7\u30f3\u30b0\u306f\u3001\u5404\u30d4\u30af\u30bb\u30eb\u3092GPS\u306e\u4f4d\u7f6e\u60c5\u5831\u306b\u7d10\u4ed8\u3051\u308b\u6280\u8853\u3067\u3059\u3002.<\/li>\n<li>\u30aa\u30eb\u30bd\u30e2\u30b6\u30a4\u30af\u51e6\u7406\u306f\u3001\u8907\u6570\u306e\u753b\u50cf\u3092\u7e4b\u304e\u5408\u308f\u305b\u3066\u7d99\u304e\u76ee\u306e\u306a\u3044\u4e00\u679a\u306e\u5730\u56f3\u3092\u4f5c\u6210\u3059\u308b\u6280\u8853\u3067\u3059\u3002.<\/li>\n<li>\u653e\u5c04\u6e2c\u5b9a\u6821\u6b63\u306f\u3001\u7167\u660e\u306e\u5909\u5316\uff08\u4f8b\u3048\u3070\u3001\u671d\u306e\u65e5\u5dee\u3057\u3068\u6b63\u5348\u306e\u65e5\u5dee\u3057\uff09\u3092\u88dc\u6b63\u3059\u308b\u3082\u306e\u3067\u3059\u3002.<br \/>\n\u3053\u306e\u624b\u9806\u3092\u8e0f\u307e\u306a\u3051\u308c\u3070\u3001\u5730\u56f3\u306f\u8aa4\u89e3\u3092\u62db\u304f\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002.<\/li>\n<\/ul>\n<p><strong>B\uff0e\u91cd\u8981\u306a\u8981\u7d20\u3092\u898b\u3064\u3051\u308b\uff08\u7279\u5fb4\u62bd\u51fa\uff09<\/strong><\/p>\n<p>\u3055\u3042\u3001\u3053\u308c\u304b\u3089\u5177\u4f53\u7684\u306a\u3082\u306e\u3092\u63a2\u3057\u59cb\u3081\u307e\u3057\u3087\u3046\u00a0<em>\u3067<\/em>\u00a0\u4fee\u6b63\u5f8c\u306e\u753b\u50cf\uff1a<\/p>\n<ul>\n<li>\u690d\u751f\u6307\u6570\uff08NDVI\u306a\u3069\uff09\u306f\u3001\u690d\u7269\u306e\u5149\u53cd\u5c04\u7387\u3092\u5229\u7528\u3057\u3066\u690d\u7269\u306e\u5065\u5eb7\u72b6\u614b\u3092\u6e2c\u5b9a\u3057\u307e\u3059\u3002NDVI\u304c\u4f4e\u3044\u5834\u5408\u306f\u3001\u690d\u7269\u304c\u30b9\u30c8\u30ec\u30b9\u3092\u53d7\u3051\u3066\u3044\u308b\u5146\u5019\u3067\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002.<\/li>\n<li>\u4f5c\u7269\u3068\u88f8\u5730\u3092\u533a\u5225\u3059\u308b\u7279\u5fb4\u306f\u3001\u6a39\u51a0\u3068\u571f\u58cc\u306e\u5206\u96e2\u3067\u3042\u308b\u3002.<\/li>\n<li>\u690d\u7269\u306e\u8a08\u6570\u3068\u96d1\u8349\u306e\u691c\u51fa\u306b\u3088\u308a\u3001\u8abf\u67fb\u304c\u81ea\u52d5\u5316\u3055\u308c\u307e\u3059\u3002.<\/li>\n<\/ul>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"11771\" data-permalink=\"https:\/\/geopard.tech\/jp\/blog\/crop-imaging-key-to-data-driven-decisions-in-modern-agriculture\/crop-imaging-data-processing-analysis\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Crop-Imaging-Data-Processing-Analysis.webp?fit=1024%2C1024&amp;ssl=1\" data-orig-size=\"1024,1024\" data-comments-opened=\"1\" data-image-title=\"Crop Imaging Data Processing &amp;#038; Analysis\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Crop-Imaging-Data-Processing-Analysis.webp?fit=1024%2C1024&amp;ssl=1\" class=\"alignnone size-full wp-image-11771\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Crop-Imaging-Data-Processing-Analysis.webp?resize=810%2C810&#038;ssl=1\" alt=\"\u4f5c\u7269\u753b\u50cf\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\" width=\"810\" height=\"810\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Crop-Imaging-Data-Processing-Analysis.webp?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Crop-Imaging-Data-Processing-Analysis.webp?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Crop-Imaging-Data-Processing-Analysis.webp?resize=150%2C150&amp;ssl=1 150w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Crop-Imaging-Data-Processing-Analysis.webp?resize=768%2C768&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Crop-Imaging-Data-Processing-Analysis.webp?resize=120%2C120&amp;ssl=1 120w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>\u6700\u65b0\u306e\u72b6\u6cc1\uff1a\u8fb2\u5bb6\u306f\u3053\u308c\u3089\u306e\u6307\u6a19\u306b\u307e\u3059\u307e\u3059\u983c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001NDVI\u3092\u4f7f\u7528\u3059\u308b\u3068\u7a92\u7d20\u65bd\u80a5\u52b9\u7387\u304c10-25%\u5411\u4e0a\u3057\u3001\u7121\u99c4\u3068\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u308b\u3053\u3068\u304c\u7814\u7a76\u3067\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n<p><strong>C. \u7279\u5fb4\u3092\u8fb2\u5834\u7d4c\u55b6\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u6d3b\u304b\u3059\uff08\u30c7\u30fc\u30bf\u5206\u6790\u624b\u6cd5\uff09<\/strong><\/p>\n<p>\u3053\u3053\u306b\u3053\u305d\u9b54\u6cd5\u304c\u751f\u307e\u308c\u308b\u2015\u2015\u6570\u5b57\u3084\u5f62\u306e\u4e2d\u306b\u610f\u5473\u3092\u898b\u51fa\u3059\u306e\u3060\u3002<\/p>\n<p>\u753b\u50cf\u304b\u3089\u5f97\u3089\u308c\u305f\u690d\u751f\u6307\u6570\u5024\u3092\u3001\u5730\u4e0a\u3067\u5b9f\u969b\u306b\u6e2c\u5b9a\u3057\u305f\u5024\uff08\u8449\u306e\u30b5\u30f3\u30d7\u30eb\u63a1\u53d6\u3084\u53ce\u7a6b\u6642\u306e\u53ce\u91cf\u306a\u3069\uff09\u3068\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3067\u3001\u300c\u78ba\u304b\u306b\u3001\u3053\u306e\u5834\u6240\u306eNDVI\u5024\u304c\u4f4e\u3044\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u7a92\u7d20\u542b\u6709\u91cf\u304c\u5c11\u306a\u3044\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u300d\u3068\u3044\u3046\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u201c<\/p>\n<p><strong>\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u3068\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\uff1a<\/strong> \u3053\u308c\u306f\u8fb2\u696d\u5206\u91ce\u3067\u7206\u767a\u7684\u306b\u5e83\u307e\u3063\u3066\u3044\u308b\uff01\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306f\u81a8\u5927\u306a\u91cf\u306e\u904e\u53bb\u306e\u30c7\u30fc\u30bf\uff08\u753b\u50cf\uff0b\u6b63\u89e3\u30c7\u30fc\u30bf\uff09\u304b\u3089\u5b66\u7fd2\u3057\u3001\u4eba\u9593\u304c\u898b\u843d\u3068\u3057\u304c\u3061\u306a\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u51fa\u3059\u3002<\/p>\n<ul>\n<li class=\"ds-markdown-paragraph\">\u75c5\u5bb3\u5206\u985e\uff08\u75c5\u6c17\u306e\u690d\u7269\u3092\u65e9\u671f\u306b\u767a\u898b\u3059\u308b\uff09\u3002.<\/li>\n<li class=\"ds-markdown-paragraph\">\u53ce\u91cf\u4e88\u6e2c\uff08\u8a66\u9a13\u3067\u306f90%\u4ee5\u4e0a\u306e\u7cbe\u5ea6\uff09\u3002.<\/li>\n<li class=\"ds-markdown-paragraph\">\u96d1\u8349\u30fb\u5bb3\u866b\u306e\u691c\u51fa\u3002.<\/li>\n<\/ul>\n<p>\u6700\u65b0\u306e\u7d71\u8a08\u3068\u4e8b\u5b9f\uff1a\u8fb2\u696d\u306b\u304a\u3051\u308bAI\u306e\u4e16\u754c\u5e02\u5834\u306f\u6025\u6210\u9577\u3057\u3066\u304a\u308a\u30012028\u5e74\u307e\u3067\u306b14\u51464000\u5104\u30c9\u30eb\u3092\u8d85\u3048\u308b\u898f\u6a21\u306b\u9054\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u51fa\u5178\uff1aStatista\u30012023\u5e74\uff09\u3002.<\/p>\n<p>2023\u5e74\u306eFAO\u306e\u5831\u544a\u66f8\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u304c\u5bb3\u866b\u3084\u75c5\u6c17\u306e\u65e9\u671f\u767a\u898b\u306b\u304a\u3044\u3066\u307e\u3059\u307e\u3059\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3001\u4f5c\u7269\u306e\u640d\u5931\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u308b\u53ef\u80fd\u6027\u3092\u5f37\u8abf\u3057\u305f\u3002\u4f5c\u7269\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u53ce\u91cf\u4e88\u6e2c\u30e2\u30c7\u30eb\u306f\u3001\u4e00\u90e8\u306e\u8a66\u9a13\u306b\u304a\u3044\u306690%\u3092\u8d85\u3048\u308b\u7cbe\u5ea6\u3092\u9054\u6210\u3057\u3066\u3044\u308b\u3002.<\/p>\n<p><strong>D\uff0e\u5168\u4f53\u50cf\u3092\u628a\u63e1\u3059\u308b\uff08\u8996\u899a\u5316\uff09<\/strong><\/p>\n<p class=\"ds-markdown-paragraph\">\u3053\u306e\u5206\u6790\u306f\u3001\u00a0<em>\u898b\u308b\u3002. <\/em>\u6700\u7d42\u7684\u306a\u51fa\u529b\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u3042\u306a\u305f\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u4e0a\u306b\u91cd\u306d\u3089\u308c\u305f\u30ab\u30e9\u30d5\u30eb\u306a\u5730\u56f3\u3067\u3059\u3002<\/p>\n<ul>\n<li class=\"ds-markdown-paragraph\"><strong>NDVI\u30de\u30c3\u30d7\uff1a<\/strong>\u00a0\u5065\u5eb7\u72b6\u614b\u3092\u793a\u3059\u30be\u30fc\u30f3\u3092\u8868\u793a\u3057\u307e\u3059\uff08\u7dd1\uff1d\u5065\u5eb7\u3001\u8d64\uff0f\u9ec4\uff1d\u30b9\u30c8\u30ec\u30b9\u72b6\u614b\uff09\u3002.<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>\u30b9\u30c8\u30ec\u30b9\u30de\u30c3\u30d7\uff1a<\/strong>\u00a0\u5e72\u3070\u3064\u3001\u6804\u990a\u4e0d\u8db3\u3001\u307e\u305f\u306f\u75c5\u5bb3\u306e\u5f71\u97ff\u3092\u53d7\u3051\u3084\u3059\u3044\u5730\u57df\u3092\u5f37\u8abf\u8868\u793a\u3059\u308b\u3002.<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>\u51e6\u65b9\u7b8b\u30de\u30c3\u30d7\uff1a<\/strong>\u00a0\u7a76\u6975\u306e\u76ee\u6a19\uff01\u3053\u308c\u3089\u306e\u5730\u56f3\u306f\u53ef\u5909\u65bd\u80a5\u696d\u8005\u306b\u00a0<em>\u305d\u306e\u901a\u308a<\/em>\u00a0\u753b\u50cf\u89e3\u6790\u306b\u57fa\u3065\u3044\u3066\u3001\u7a2e\u5b50\u3001\u80a5\u6599\u3001\u6c34\u3092\u3069\u3053\u306b\u591a\u304f\u6563\u5e03\u3057\u3001\u3069\u3053\u306b\u5c11\u306a\u304f\u6563\u5e03\u3059\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u3002\u3053\u308c\u3053\u305d\u304c\u7cbe\u5bc6\u8fb2\u696d\u306e\u5b9f\u8df5\u4f8b\u3060\u3002.<\/li>\n<\/ul>\n<p>\u306a\u305c\u91cd\u8981\u306a\u306e\u304b\uff1a\u660e\u78ba\u306a\u5730\u56f3\u304c\u3042\u308c\u3070\u3001\u8fb2\u5bb6\u306f\u554f\u984c\u3092\u5373\u5ea7\u306b\u628a\u63e1\u3057\u3001\u6642\u9593\u306e\u7d4c\u904e\u306b\u4f34\u3046\u5909\u5316\u3092\u8ffd\u8de1\u3057\u3001\u81ea\u4fe1\u3092\u6301\u3063\u3066\u7684\u3092\u7d5e\u3063\u305f\u7d4c\u55b6\u5224\u65ad\u3092\u4e0b\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002.<\/p>\n<h2>\u30c7\u30b8\u30bf\u30eb\u4f5c\u7269\u753b\u50cf\u306e\u4e3b\u8981\u306a\u5fdc\u7528\u4f8b<\/h2>\n<p>\u30c9\u30ed\u30fc\u30f3\u3001\u885b\u661f\u3001\u30c8\u30e9\u30af\u30bf\u30fc\u3001\u3055\u3089\u306b\u306f\u643a\u5e2f\u7aef\u672b\u306b\u642d\u8f09\u3055\u308c\u305f\u30ab\u30e1\u30e9\u3092\u7528\u3044\u3066\u3001\u3053\u306e\u6280\u8853\u306f\u7551\u306e\u8a73\u7d30\u306a\u753b\u50cf\u3092\u64ae\u5f71\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u306f\u5358\u306a\u308b\u5199\u771f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7279\u6b8a\u306a\u30bb\u30f3\u30b5\u30fc\u304c\u4eba\u9593\u306e\u76ee\u306b\u306f\u898b\u3048\u306a\u3044\u5149\u3092\u6349\u3048\u3001\u690d\u7269\u306e\u96a0\u308c\u305f\u5065\u5eb7\u72b6\u614b\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3059\u3002\u73fe\u4ee3\u306e\u8fb2\u5834\u306b\u304a\u3044\u3066\u3001\u4f5c\u7269\u753b\u50cf\u6280\u8853\u304c\u6025\u901f\u306b\u4e0d\u53ef\u6b20\u306a\u3082\u306e\u306b\u306a\u308a\u3064\u3064\u3042\u308b\u7406\u7531\u3092\u4ee5\u4e0b\u306b\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<h3 class=\"ds-markdown-paragraph\">A. \u7cbe\u5bc6\u6804\u990a\u7ba1\u7406<\/h3>\n<p>\u30c7\u30b8\u30bf\u30eb\u5316\u3055\u308c\u305f\u4f5c\u7269\u753b\u50cf\u306f\u3001\u690d\u7269\u306e\u8272\u3084\u6210\u9577\u306e\u308f\u305a\u304b\u306a\u9055\u3044\u3092\u793a\u3057\u3001\u7a92\u7d20\u306a\u3069\u306e\u6804\u990a\u7d20\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u5834\u6240\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u8fb2\u5bb6\u306f\u7551\u5168\u4f53\u306b\u80a5\u6599\u3092\u6563\u5e03\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3057\u3066\u5fc5\u8981\u306a\u5834\u6240\u306b\u306e\u307f\u80a5\u6599\u3092\u6563\u5e03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n<ul>\n<li>\u7814\u7a76\u306b\u3088\u308b\u3068\u3001\u3053\u306e\u53ef\u5909\u65bd\u80a5\u6cd5\u306f\u80a5\u6599\u306e\u4f7f\u7528\u91cf\u309215\uff5e30\u30c8\u30f3\u524a\u6e1b\u3067\u304d\u3001\u8fb2\u5bb6\u306e\u8cbb\u7528\u3092\u7bc0\u7d04\u3057\u3001\u74b0\u5883\u3078\u306e\u5f71\u97ff\u3092\u8efd\u6e1b\u3067\u304d\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002.<\/li>\n<\/ul>\n<h3 class=\"ds-markdown-paragraph\">B. \u7cbe\u5bc6\u704c\u6f11\u7ba1\u7406<\/h3>\n<p class=\"ds-markdown-paragraph\">\u7279\u6b8a\u306a\u30ab\u30e1\u30e9\u306f\u3001\u690d\u7269\u304c\u76ee\u306b\u898b\u3048\u3066\u3057\u304a\u308c\u308b\u305a\u3063\u3068\u524d\u306b\u3001\u8449\u306e\u6e29\u5ea6\u3084\u8272\u306e\u5fae\u5999\u306a\u5909\u5316\u3092\u691c\u77e5\u3057\u3001\u6c34\u4e0d\u8db3\u306e\u5146\u5019\u3092\u6349\u3048\u307e\u3059\u3002\u7551\u306e\u3069\u306e\u90e8\u5206\u304c\u6c34\u4e0d\u8db3\u306a\u306e\u304b\u3092\u6b63\u78ba\u306b\u7279\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u8fb2\u5bb6\u306f\u6c34\u3092\u7684\u78ba\u306b\u6563\u5e03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n<ul>\n<li>\u704c\u6f11\u306b\u753b\u50cf\u6280\u8853\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u8fb2\u5834\u3067\u306f\u300120\uff5e501\u30c8\u30f3\u306e\u7bc0\u6c34\u52b9\u679c\u304c\u5831\u544a\u3055\u308c\u3066\u304a\u308a\u3001\u5e72\u3070\u3064\u304c\u3088\u308a\u983b\u7e41\u306b\u767a\u751f\u3059\u308b\u3088\u3046\u306b\u306a\u308b\u4e2d\u3067\u3001\u3053\u308c\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3042\u308b\u3002.<\/li>\n<\/ul>\n<h3 class=\"ds-markdown-paragraph\">C. \u75c5\u5bb3\u866b\u7ba1\u7406<\/h3>\n<p class=\"ds-markdown-paragraph\">\u4f5c\u7269\u753b\u50cf\u51e6\u7406\u6280\u8853\u306f\u3001\u5bb3\u866b\u3084\u75c5\u6c17\u306e\u521d\u671f\u5146\u5019\uff08\u7570\u5e38\u306a\u8272\u306e\u5909\u5316\u3001\u8449\u306e\u640d\u50b7\u3001\u751f\u80b2\u4e0d\u826f\u306a\u3069\uff09\u3092\u65e9\u671f\u306b\u767a\u898b\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u5146\u5019\u306f\u3001\u901a\u5e38\u306e\u70b9\u691c\u3067\u306f\u4eba\u9593\u306e\u76ee\u3067\u898b\u843d\u3068\u3055\u308c\u304c\u3061\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5bfe\u8c61\u3092\u7d5e\u3063\u305f\u8abf\u67fb\u3068\u3001\u5f71\u97ff\u3092\u53d7\u3051\u305f\u533a\u57df\u306e\u307f\u3078\u306e\u7cbe\u5bc6\u306a\u85ac\u5264\u6563\u5e03\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002.<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"11772\" data-permalink=\"https:\/\/geopard.tech\/jp\/blog\/crop-imaging-key-to-data-driven-decisions-in-modern-agriculture\/core-applications-of-digital-crop-images\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Core-Applications-of-Digital-Crop-Images.webp?fit=1024%2C1024&amp;ssl=1\" data-orig-size=\"1024,1024\" data-comments-opened=\"1\" data-image-title=\"Core Applications of Digital Crop Images\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Core-Applications-of-Digital-Crop-Images.webp?fit=1024%2C1024&amp;ssl=1\" class=\"alignnone size-full wp-image-11772\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Core-Applications-of-Digital-Crop-Images.webp?resize=810%2C810&#038;ssl=1\" alt=\"\u30c7\u30b8\u30bf\u30eb\u4f5c\u7269\u753b\u50cf\u306e\u4e3b\u8981\u306a\u5fdc\u7528\u4f8b\" width=\"810\" height=\"810\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Core-Applications-of-Digital-Crop-Images.webp?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Core-Applications-of-Digital-Crop-Images.webp?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Core-Applications-of-Digital-Crop-Images.webp?resize=150%2C150&amp;ssl=1 150w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Core-Applications-of-Digital-Crop-Images.webp?resize=768%2C768&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/06\/Core-Applications-of-Digital-Crop-Images.webp?resize=120%2C120&amp;ssl=1 120w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<ul>\n<li>\u65e9\u671f\u767a\u898b\u306f10-30%\u306e\u53ce\u91cf\u640d\u5931\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u3001\u7684\u3092\u7d5e\u3063\u305f\u6563\u5e03\u306f\u8fb2\u85ac\u306e\u4f7f\u7528\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u308b\u3002.<\/li>\n<\/ul>\n<h3 class=\"ds-markdown-paragraph\">D. \u96d1\u8349\u7ba1\u7406<\/h3>\n<p class=\"ds-markdown-paragraph\">\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3001\u7279\u306b\u30c9\u30ed\u30fc\u30f3\u306b\u3088\u308b\u753b\u50cf\u306f\u3001\u4fb5\u5165\u690d\u7269\u304c\u3069\u3053\u306b\u8513\u5ef6\u3057\u3066\u3044\u308b\u304b\u3092\u6b63\u78ba\u306b\u793a\u3059\u8a73\u7d30\u306a\u300c\u96d1\u8349\u30de\u30c3\u30d7\u300d\u3092\u4f5c\u6210\u3059\u308b\u3002\u8fb2\u5bb6\u306f\u3053\u306e\u30de\u30c3\u30d7\u3092\u5229\u7528\u3057\u3066\u3001\u30b9\u30dd\u30c3\u30c8\u6563\u5e03\u30ed\u30dc\u30c3\u30c8\u3084\u7cbe\u5bc6\u9664\u8349\u5264\u6563\u5e03\u6a5f\u3092\u8a98\u5c0e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002.<\/p>\n<ul>\n<li>\u753b\u50cf\u8a3a\u65ad\u306b\u57fa\u3065\u304f\u6a19\u7684\u578b\u96d1\u8349\u9632\u9664\u306f\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u9664\u8349\u5264\u306e\u4f7f\u7528\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u3001\u30b3\u30b9\u30c8\u3068\u5316\u5b66\u7269\u8cea\u3078\u306e\u66dd\u9732\u3092\u4f4e\u6e1b\u3067\u304d\u308b\u3002.<\/li>\n<\/ul>\n<p class=\"ds-markdown-paragraph\"><strong>E. \u53ce\u91cf\u4e88\u6e2c\u3068\u4e88\u6e2c<\/strong><\/p>\n<p>\u753b\u50cf\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u4f5c\u7269\u306e\u5065\u5eb7\u72b6\u614b\u3068\u30d0\u30a4\u30aa\u30de\u30b9\u3092\u30b7\u30fc\u30ba\u30f3\u3092\u901a\u3057\u3066\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u9ad8\u5ea6\u306a\u30e2\u30c7\u30eb\u306f\u5703\u5834\u3054\u3068\u3001\u3042\u308b\u3044\u306f\u5730\u57df\u3054\u3068\u306b\u53ce\u91cf\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002.<\/p>\n<ul>\n<li>\u5927\u624b\u7a40\u7269\u4f1a\u793e\u306f\u3001\u5730\u57df\u4e88\u5831\u306b\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3059\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u304a\u308a\u3001\u53ce\u7a6b\u306e\u6570\u9031\u9593\u524d\u306b\u306f\u7cbe\u5ea6\u304c85\uff5e951TP\u306b\u9054\u3057\u3001\u7269\u6d41\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306b\u5f79\u7acb\u3063\u3066\u3044\u308b\u3002.<\/li>\n<\/ul>\n<h3 class=\"ds-markdown-paragraph\">F. \u4f5c\u7269\u306e\u8abf\u67fb\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/h3>\n<p>\u8fb2\u5bb6\u306f\u7551\u3092\u4f55\u6642\u9593\u3082\u6b69\u304d\u56de\u308b\u4ee3\u308f\u308a\u306b\u3001\u753b\u50cf\u30ab\u30e1\u30e9\u3092\u642d\u8f09\u3057\u305f\u30c9\u30ed\u30fc\u30f3\u3092\u914d\u5099\u3057\u3066\u3001\u8fb2\u5834\u5168\u4f53\u3092\u7d20\u65e9\u304f\u4e0a\u7a7a\u304b\u3089\u898b\u6e21\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u6d2a\u6c34\u3001\u767a\u82bd\u4e0d\u826f\u3001\u8fb2\u6a5f\u5177\u306e\u640d\u50b7\u3068\u3044\u3063\u305f\u554f\u984c\u3092\u52b9\u7387\u7684\u306b\u767a\u898b\u3067\u304d\u308b\u3002<\/p>\n<ul>\n<li class=\"ds-markdown-paragraph\">\u30c9\u30ed\u30fc\u30f3\u3092\u4f7f\u3048\u3070\u3001100\u30a8\u30fc\u30ab\u30fc\u306e\u7bc4\u56f2\u309230\u5206\u8db3\u3089\u305a\u3067\u5075\u5bdf\u3067\u304d\u308b\u3002\u3053\u308c\u306f\u4eba\u9593\u304c\u6570\u65e5\u304b\u304b\u308b\u4f5c\u696d\u3067\u3042\u308a\u3001\u8cb4\u91cd\u306a\u6642\u9593\u3092\u7bc0\u7d04\u3067\u304d\u308b\u3002.<\/li>\n<\/ul>\n<h3 class=\"ds-markdown-paragraph\">G. \u690d\u7269\u8868\u73fe\u578b\u89e3\u6790<\/h3>\n<p class=\"ds-markdown-paragraph\">\u65b0\u3057\u3044\u7a2e\u5b50\u54c1\u7a2e\u3092\u958b\u767a\u3059\u308b\u79d1\u5b66\u8005\u306b\u3068\u3063\u3066\u3001\u753b\u50cf\u5316\u6280\u8853\u306f\u753b\u671f\u7684\u306a\u3082\u306e\u3060\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5703\u5834\u8a66\u9a13\u4e2d\u306e\u6570\u5343\u3082\u306e\u690d\u7269\u306b\u3064\u3044\u3066\u3001\u4e3b\u8981\u306a\u7279\u6027\uff08\u8349\u4e08\u3001\u8449\u9762\u7a4d\u3001\u958b\u82b1\u6642\u671f\u3001\u30b9\u30c8\u30ec\u30b9\u53cd\u5fdc\u306a\u3069\uff09\u306e\u6e2c\u5b9a\u304c\u81ea\u52d5\u5316\u3055\u308c\u308b\u3002.<\/p>\n<ul>\n<li>\u3053\u308c\u306b\u3088\u308a\u3001\u80b2\u7a2e\u5bb6\u306f\u3088\u308a\u591a\u304f\u306e\u690d\u7269\u3092\u5206\u6790\u3057\u3001\u6700\u3082\u512a\u308c\u305f\u54c1\u7a2e\u3092\u3088\u308a\u8fc5\u901f\u306b\u9078\u629c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u3088\u308a\u8010\u75c5\u6027\u304c\u9ad8\u304f\u3001\u53ce\u91cf\u306e\u591a\u3044\u4f5c\u7269\u306e\u958b\u767a\u304c\u52a0\u901f\u3059\u308b\u3002.<\/li>\n<\/ul>\n<h2>\u4f5c\u7269\u753b\u50cf\u51e6\u7406\u306e\u8ab2\u984c\u3068\u672a\u6765<\/h2>\n<p>\u4f5c\u7269\u753b\u50cf\u51e6\u7406\u3092\u59cb\u3081\u308b\u306e\u306f\u3001\u5fc5\u305a\u3057\u3082\u7c21\u5358\u3067\u3082\u5b89\u4fa1\u3067\u3082\u3042\u308a\u307e\u305b\u3093\u3002\u521d\u671f\u8cbb\u7528\u306f\u304b\u306a\u308a\u9ad8\u984d\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u4e3b\u306a\u8ab2\u984c\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li class=\"ds-markdown-paragraph\"><strong>\u6599\u91d1\uff1a<\/strong>\u00a0\u521d\u671f\u8cbb\u7528\u306f\u9ad8\u984d\u3067\u3059\u3002\u57fa\u672c\u7684\u306a\u30c9\u30ed\u30fc\u30f3\u753b\u50cf\u64ae\u5f71\u30b7\u30b9\u30c6\u30e0\u306f2,000\uff5e10,000\u30bf\u30ab\u7a0b\u5ea6\u3067\u3059\u304c\u3001\u30cf\u30a4\u30d1\u30fc\u30b9\u30da\u30af\u30c8\u30eb\u30bb\u30f3\u30b5\u30fc\u3092\u642d\u8f09\u3057\u305f\u9ad8\u5ea6\u306a\u30b7\u30b9\u30c6\u30e0\u306b\u306a\u308b\u306830,000\u30bf\u30ab\u4ee5\u4e0a\u306b\u306a\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u6599\u91d1\u304c\u7d99\u7d9a\u7684\u306b\u767a\u751f\u3057\u307e\u3059\u3002.<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>\u30c7\u30fc\u30bf\u904e\u8ca0\u8377:<\/strong>\u00a0\u8fb2\u5834\u3067\u306f\u6bce\u65e5\u81a8\u5927\u306a\u753b\u50cf\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u30021\u56de\u306e\u98db\u884c\u307e\u305f\u306f\u30b9\u30ad\u30e3\u30f3\u3067\u30ae\u30ac\u30d0\u30a4\u30c8\u3001\u3042\u308b\u3044\u306f\u30c6\u30e9\u30d0\u30a4\u30c8\u5358\u4f4d\u306e\u30c7\u30fc\u30bf\u91cf\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3001\u7ba1\u7406\u3001\u51e6\u7406\u3059\u308b\u306b\u306f\u3001\u76f8\u5f53\u306a\u8a08\u7b97\u80fd\u529b\u3068\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u304c\u5fc5\u8981\u3068\u306a\u308a\u3001\u30b3\u30b9\u30c8\u3068\u8907\u96d1\u3055\u304c\u4f34\u3044\u307e\u3059\u3002.<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>\u5fc5\u8981\u306a\u5c02\u9580\u77e5\u8b58\uff1a<\/strong>\u00a0\u8272\u9bae\u3084\u304b\u306a\u753b\u50cf\u5730\u56f3\u3092\u5b9f\u7528\u7684\u306a\u8fb2\u696d\u6d3b\u52d5\u306b\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u8fb2\u5b66\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u3068\u306a\u308b\u3002\u3057\u304b\u3057\u3001\u591a\u304f\u306e\u8fb2\u5bb6\u306f\u3053\u3046\u3057\u305f\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3061\u5408\u308f\u305b\u3066\u3044\u306a\u3044\u3002.<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>\u8907\u96d1\u306a\u89e3\u91c8\uff1a<\/strong> \u690d\u7269\u56fa\u6709\u306e\u300c\u5149\u7279\u6027\u300d\uff08\u30b9\u30da\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\uff09\u3092\u660e\u78ba\u306a\u884c\u52d5\uff08\u4f8b\u3048\u3070\u3001\u300c\u3053\u3053\u306b\u80a5\u6599\u3092\u4e0e\u3048\u308b\u300d\uff09\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u306f\u3001\u7d4c\u9a13\u304c\u306a\u3051\u308c\u3070\u4f9d\u7136\u3068\u3057\u3066\u96e3\u3057\u304f\u3001\u8aa4\u308a\u304c\u751f\u3058\u3084\u3059\u3044\u3002.<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>\u74b0\u5883\u4e0a\u306e\u8ab2\u984c\uff1a <\/strong>\u96f2\u304c\u885b\u661f\u753b\u50cf\u3092\u59a8\u3052\u308b\u3002\u98a8\u304c\u30c9\u30ed\u30fc\u30f3\u306e\u98db\u884c\u3084\u753b\u50cf\u306e\u9bae\u660e\u5ea6\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3002\u592a\u967d\u306e\u89d2\u5ea6\u306e\u5909\u5316\u3084\u571f\u58cc\u306e\u8272\u306e\u5909\u5316\u304c\u30bb\u30f3\u30b5\u30fc\u306e\u6e2c\u5b9a\u5024\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3002.<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>\u898f\u5247\uff1a<\/strong>\u00a0\u30c9\u30ed\u30fc\u30f3\u306e\u98db\u884c\u306b\u306f\u53b3\u3057\u3044\u7a7a\u57df\u898f\u5236\u304c\u9069\u7528\u3055\u308c\u3001\u514d\u8a31\u53d6\u5f97\u3084\u904b\u7528\u5236\u9650\u304c\u5fc5\u8981\u3068\u306a\u308b\u305f\u3081\u3001\u8907\u96d1\u3055\u304c\u5897\u3059\u3002.<\/li>\n<\/ul>\n<p>\u8ab2\u984c\u306f\u3042\u308b\u3082\u306e\u306e\u3001\u6025\u901f\u306a\u6280\u8853\u9032\u6b69\u306b\u652f\u3048\u3089\u308c\u3001\u4f5c\u7269\u753b\u50cf\u51e6\u7406\u306e\u672a\u6765\u306f\u975e\u5e38\u306b\u6709\u671b\u3067\u3059\u3002\u4eca\u5f8c\u3001\u4ed6\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u3088\u308a\u6df1\u3044\u7d71\u5408\u304c\u9032\u3080\u3067\u3057\u3087\u3046\u3002.<\/p>\n<p>\u4f5c\u7269\u306e\u753b\u50cf\u3068\u3001\u5730\u4e0a\u30bb\u30f3\u30b5\u30fc\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u571f\u58cc\u6c34\u5206\u91cf\u30c7\u30fc\u30bf\u3001\u5929\u6c17\u4e88\u5831\u3001\u904e\u53bb\u306e\u53ce\u91cf\u30de\u30c3\u30d7\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3092\u60f3\u50cf\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5703\u5834\u306e\u72b6\u614b\u3092\u5305\u62ec\u7684\u306b\u628a\u63e1\u3067\u304d\u307e\u3059\u3002.<\/p>\n<p>\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u3068\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u306f\u3001\u81a8\u5927\u306a\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5206\u6790\u3092\u81ea\u52d5\u5316\u3059\u308b\u753b\u671f\u7684\u306a\u6280\u8853\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u51e6\u7406\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u307e\u305f\u306f\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u51e6\u7406\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u8fb2\u5bb6\u306f\u6570\u65e5\u3067\u306f\u306a\u304f\u6570\u6642\u9593\u3001\u3042\u308b\u3044\u306f\u6570\u5206\u4ee5\u5185\u306b\u5b9f\u7528\u7684\u306a\u77e5\u898b\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n<ul>\n<li><strong>\u3088\u308a\u9ad8\u6027\u80fd\u3067\u5b89\u4fa1\u306a\u30bb\u30f3\u30b5\u30fc<\/strong>\u30bb\u30f3\u30b5\u30fc\u3001\u7279\u306b\u9ad8\u6027\u80fd\u306a\u30cf\u30a4\u30d1\u30fc\u30b9\u30da\u30af\u30c8\u30eb\u30bb\u30f3\u30b5\u30fc\uff08\u6570\u767e\u3082\u306e\u5149\u30d0\u30f3\u30c9\u3092\u6349\u3048\u3066\u8d85\u8a73\u7d30\u306a\u5206\u6790\u3092\u884c\u3046\uff09\u306f\u3001\u5c0f\u578b\u5316\u3001\u8efd\u91cf\u5316\u3001\u4f4e\u4fa1\u683c\u5316\u304c\u9032\u3093\u3067\u304a\u308a\u3001\u9ad8\u5ea6\u306a\u753b\u50cf\u51e6\u7406\u304c\u3088\u308a\u8eab\u8fd1\u306a\u3082\u306e\u306b\u306a\u3063\u3066\u3044\u308b\u3002.<\/li>\n<li><strong>\u3088\u308a\u4f7f\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb<\/strong>\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u4f01\u696d\u306f\u3001\u3088\u308a\u30b7\u30f3\u30d7\u30eb\u306a\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3084\u30a2\u30d7\u30ea\u3092\u958b\u767a\u3057\u3066\u3044\u308b\u3002\u8fb2\u5bb6\u306f\u3001\u535a\u58eb\u53f7\u3092\u6301\u3063\u3066\u3044\u306a\u304f\u3066\u3082\u3001\u30bf\u30d6\u30ec\u30c3\u30c8\u3084\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u660e\u78ba\u3067\u5b9f\u7528\u7684\u306a\u63a8\u5968\u4e8b\u9805\u3092\u76f4\u63a5\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3060\u308d\u3046\u3002.<\/li>\n<li><strong>\u4e88\u6e2c\u3068\u51e6\u65b9<\/strong>\u7126\u70b9\u306f\u3001\u554f\u984c\u3092\u767a\u898b\u3059\u308b\u3053\u3068\u304b\u3089\u3001\u554f\u984c\u3092\u672a\u7136\u306b\u9632\u3050\u3053\u3068\u306b\u79fb\u308a\u307e\u3059\u3002AI\u306f\u3001\u753b\u50cf\u30c8\u30ec\u30f3\u30c9\u3084\u305d\u306e\u4ed6\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001\u6570\u9031\u9593\u5148\u306e\u554f\u984c\uff08\u4f8b\u3048\u3070\u3001\u5bb3\u866b\u306e\u767a\u751f\u3001\u53ce\u7a6b\u91cf\u306e\u53ef\u80fd\u6027\uff09\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002.<\/li>\n<\/ul>\n<h2>\u7d50\u8ad6<\/h2>\n<p>\u4f5c\u7269\u753b\u50cf\u6280\u8853\u306f\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u3001\u98df\u6599\u751f\u7523\u306e\u65b9\u6cd5\u3092\u6839\u672c\u7684\u306b\u5909\u9769\u3057\u3066\u3044\u307e\u3059\u3002\u30c9\u30ed\u30fc\u30f3\u3001\u885b\u661f\u3001\u7279\u6b8a\u306a\u5730\u4e0a\u30bb\u30f3\u30b5\u30fc\u306a\u3069\u306e\u6280\u8853\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u8fb2\u5bb6\u306f\u300c\u7a7a\u304b\u3089\u306e\u76ee\u300d\u3068\u300c\u7551\u304b\u3089\u306e\u76ee\u300d\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u4f5c\u7269\u306e\u5065\u5eb7\u72b6\u614b\u3001\u571f\u58cc\u306e\u72b6\u614b\u3001\u6f5c\u5728\u7684\u306a\u554f\u984c\u70b9\u306a\u3069\u3092\u9a5a\u304f\u307b\u3069\u8a73\u7d30\u306b\u628a\u63e1\u3067\u304d\u307e\u3059\u3002\u5e83\u5927\u306a\u7551\u306e\u72b6\u6cc1\u3092\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u628a\u63e1\u3067\u304d\u308b\u3053\u306e\u80fd\u529b\u3053\u305d\u304c\u3001\u8fb2\u696d\u306e\u8fd1\u4ee3\u5316\u306e\u4e2d\u6838\u3092\u6210\u3059\u3082\u306e\u3067\u3059\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u7269\u753b\u50cf\u51e6\u7406\u306f\u3001\u8fb2\u5bb6\u306b\u8d85\u4eba\u7684\u306a\u8996\u529b\u3092\u4e0e\u3048\u308b\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u30c9\u30ed\u30fc\u30f3\u3001\u885b\u661f\u3001\u30c8\u30e9\u30af\u30bf\u30fc\u3001\u3042\u308b\u3044\u306f\u643a\u5e2f\u6a5f\u5668\u306a\u3069\u306b\u642d\u8f09\u3055\u308c\u305f\u30ab\u30e1\u30e9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>","protected":false},"author":210157960,"featured_media":11766,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_eb_attr":"","content-type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[1661],"tags":[],"class_list":["post-11739","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-satellite-imagery"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Crop Imaging: Key to Data-Driven Decisions in Modern Agriculture - GeoPard<\/title>\n<meta name=\"description\" content=\"Crop imaging has become a powerful tool, it provides incredibly detailed pictures of crop health, soil conditions, and potential problems.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/geopard.tech\/jp\/\u30d6\u30ed\u30b0\/\u4f5c\u7269\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u306f\u3001\u73fe\u4ee3\u8fb2\u696d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u99c6\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Crop Imaging: Key to Data-Driven Decisions in Modern Agriculture - GeoPard\" \/>\n<meta property=\"og:description\" content=\"Crop 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