{"id":8688,"date":"2023-10-22T20:23:28","date_gmt":"2023-10-22T18:23:28","guid":{"rendered":"https:\/\/geopard.tech\/?p=8688"},"modified":"2023-10-22T20:23:28","modified_gmt":"2023-10-22T18:23:28","slug":"%e7%84%a1%e4%ba%ba%e8%88%aa%e7%a9%ba%e6%a9%9f%e3%81%ab%e3%82%88%e3%82%8b%e4%bd%9c%e7%89%a9%e3%83%a2%e3%83%8b%e3%82%bf%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%a7%e5%b0%8f%e8%a6%8f%e6%a8%a1%e8%be%b2%e5%ae%b6","status":"publish","type":"post","link":"https:\/\/geopard.tech\/jp\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/","title":{"rendered":"\u7121\u4eba\u822a\u7a7a\u6a5f\u306b\u3088\u308b\u4f5c\u7269\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306e\u8fb2\u696d\u3092\u5f37\u5316\u3059\u308b"},"content":{"rendered":"

\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306f\u4e16\u754c\u306e\u98df\u6599\u751f\u7523\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u8cc7\u6e90\u306e\u5236\u7d04\u304b\u3089\u4e88\u6e2c\u4e0d\u53ef\u80fd\u306a\u74b0\u5883\u8981\u56e0\u307e\u3067\u3001\u6570\u591a\u304f\u306e\u8ab2\u984c\u306b\u76f4\u9762\u3057\u3066\u3044\u307e\u3059\u3002\u6280\u8853\u9769\u65b0\u304c\u9032\u3080\u73fe\u4ee3\u306b\u304a\u3044\u3066\u3001\u30c9\u30ed\u30fc\u30f3\u3068\u3057\u3066\u77e5\u3089\u308c\u308b\u7121\u4eba\u822a\u7a7a\u6a5f\uff08UAV\uff09\u306f\u3001\u5c0f\u898f\u6a21\u8fb2\u696d\u306b\u5909\u9769\u3092\u3082\u305f\u3089\u3059\u529b\u3068\u3057\u3066\u53f0\u982d\u3057\u3066\u304d\u307e\u3057\u305f\u3002.<\/p>\n

\u3053\u308c\u3089\u306e\u822a\u7a7a\u6a5f\u306f\u3001\u8fb2\u696d\u6163\u884c\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u3001\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306e\u751f\u6d3b\u3092\u5411\u4e0a\u3055\u305b\u308b\u53ef\u80fd\u6027\u3092\u79d8\u3081\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3002.<\/p>\n

\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306b\u304a\u3051\u308b\u30c9\u30ed\u30fc\u30f3\u306e\u53ef\u80fd\u6027\u3068\u5f71\u97ff\u3092\u771f\u306b\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u7814\u7a76\u8005\u305f\u3061\u306f\u3053\u306e\u5206\u91ce\u306b\u304a\u3051\u308b\u65e2\u5b58\u306e\u7814\u7a76\u3068\u52d5\u5411\u3092\u8a73\u7d30\u306b\u5206\u6790\u3057\u305f\u3002\u5f7c\u3089\u304c\u5f97\u305f\u77e5\u898b\u306f\u3001\u8fb2\u696d\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u7121\u4eba\u822a\u7a7a\u6a5f\uff08UAV\uff09\u304c\u679c\u305f\u3059\u9b45\u529b\u7684\u306a\u5f79\u5272\u3092\u660e\u3089\u304b\u306b\u3057\u3066\u3044\u308b\u3002.<\/p>\n

\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306b\u304a\u3051\u308b\u30c9\u30ed\u30fc\u30f3\u306e\u5229\u7528\u306f\u5897\u52a0\u50be\u5411\u306b\u3042\u308b\u3002\u3053\u3053\u6570\u5e74\u3001\u3053\u306e\u6280\u8853\u3078\u306e\u95a2\u5fc3\u3068\u6295\u8cc7\u306f\u8457\u3057\u304f\u9ad8\u307e\u3063\u3066\u3044\u308b\u30022016\u5e74\u4ee5\u964d\u306e\u5e74\u5e73\u5747\u6210\u9577\u7387\u306f\u7d0431%\u306b\u9054\u3057\u3066\u304a\u308a\u3001\u3053\u306e\u50be\u5411\u306f\u8fb2\u696d\u306b\u304a\u3051\u308b\u30c9\u30ed\u30fc\u30f3\u306e\u4fa1\u5024\u306b\u5bfe\u3059\u308b\u8a8d\u8b58\u306e\u9ad8\u307e\u308a\u3092\u793a\u3057\u3066\u3044\u308b\u3002.<\/p>\n

\u4e3b\u8981\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d1\u30af\u30c8<\/h2>\n

\u8fb2\u696d\u306b\u304a\u3051\u308b\u30c9\u30ed\u30fc\u30f3\u306e\u5229\u7528\u306f\u7814\u7a76\u306e\u91cd\u8981\u306a\u7126\u70b9\u3068\u306a\u308a\u3064\u3064\u3042\u308a\u3001\u3053\u308c\u306f\u5b66\u8853\u754c\u306b\u3082\u53cd\u6620\u3055\u308c\u3066\u3044\u308b\u3002\u300cDrones\u300d\u3084\u300cRemote Sensing\u300d\u3068\u3044\u3063\u305f\u5b66\u8853\u8a8c\u306f\u3001\u8fb2\u696d\u306b\u304a\u3051\u308bUAV\uff08\u7121\u4eba\u822a\u7a7a\u6a5f\uff09\u306b\u95a2\u3059\u308b\u7814\u7a76\u8ad6\u6587\u306e\u63b2\u8f09\u306b\u304a\u3044\u3066\u4e3b\u5c0e\u7684\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u304a\u308a\u3001\u3053\u306e\u5206\u91ce\u306e\u5168\u8ad6\u6587\u306e\u7d0435%\u3092\u5360\u3081\u3066\u3044\u308b\u3002\u3053\u308c\u3089\u306e\u5b66\u8853\u8a8c\u306e\u4e2d\u3067\u3082\u3001\u300cDrones\u300d\u306f\u5f15\u7528\u6570\u304c\u6700\u3082\u591a\u304f\u3001\u305d\u306e\u91cd\u8981\u6027\u3092\u969b\u7acb\u305f\u305b\u3066\u3044\u308b\u3002.<\/p>\n

\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306b\u304a\u3051\u308b\u7121\u4eba\u822a\u7a7a\u6a5f\uff08UAV\uff09\u306e\u6d3b\u7528\u306b\u95a2\u3059\u308b\u4e16\u754c\u7684\u306a\u52d5\u5411\u306b\u304a\u3044\u3066\u3001\u7814\u7a76\u8005\u3089\u306f14\u30ab\u56fd\u304c\u7a4d\u6975\u7684\u306b\u53c2\u52a0\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u3044\u308b\u3002\u7279\u306b\u3001\u4e2d\u56fd\u3001\u5357\u30a2\u30d5\u30ea\u30ab\u3001\u30ca\u30a4\u30b8\u30a7\u30ea\u30a2\u3001\u30b9\u30a4\u30b9\u3001\u7c73\u56fd\u306f\u3053\u306e\u7814\u7a76\u306e\u6700\u524d\u7dda\u306b\u7acb\u3063\u3066\u3044\u308b\u3002.<\/p>\n

\u4e2d\u56fd\u306f\u8ad6\u6587\u5f15\u7528\u6570\u3067\u5e38\u306b\u4e0a\u4f4d5\u4f4d\u4ee5\u5185\u306b\u30e9\u30f3\u30af\u30a4\u30f3\u3057\u3066\u304a\u308a\u3001\u3053\u306e\u5206\u91ce\u306b\u304a\u3051\u308b\u5f37\u3044\u5b58\u5728\u611f\u3092\u793a\u3057\u3066\u3044\u308b\u3002\u7814\u7a76\u306e\u5927\u90e8\u5206\u306f\u56fd\u5185\u3067\u884c\u308f\u308c\u3066\u3044\u308b\u3082\u306e\u306e\u3001\u56fd\u969b\u7684\u306a\u5171\u540c\u7814\u7a76\u3082\u3044\u304f\u3064\u304b\u59cb\u307e\u3063\u3066\u3044\u308b\u3002.<\/p>\n

\u3055\u3089\u306b\u3001\u3053\u306e\u7814\u7a76\u3067\u306f\u300123\u4ef6\u306e\u51fa\u7248\u7269\u3092\u901a\u3058\u3066\u3053\u306e\u5206\u91ce\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u305f131\u540d\u306e\u8457\u8005\u306e\u8ca2\u732e\u304c\u5f37\u8abf\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30f4\u30a3\u30f3\u30d0\u30a4\u30fb\u30c1\u30e2\u30cb\u30e7\u3001\u30a2\u30ea\u30b9\u30bf\u30fc\u30fb\u30af\u30eb\u30fc\u30ed\u30a6\u3001\u30bf\u30d5\u30a1\u30ba\u30ef\u30ca\u30b7\u30a7\u30fb\u30de\u30d0\u30a6\u30c7\u30a3\u3001\u30e0\u30d6\u30ea\u30b7\u30fb\u30b7\u30d0\u30f3\u30c0\u3068\u3044\u3063\u305f\u8457\u540d\u306a\u8457\u8005\u306f\u3001\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306b\u304a\u3051\u308b\u30c9\u30ed\u30fc\u30f3\u306e\u5229\u7528\u4fc3\u9032\u306b\u7a4d\u6975\u7684\u306b\u53d6\u308a\u7d44\u3093\u3067\u304d\u307e\u3057\u305f\u3002.<\/p>\n

\u5f15\u7528\u6570\u306b\u95a2\u3057\u3066\u8a00\u3048\u3070\u3001\u30aa\u30e9\u30fb\u30db\u30fc\u30eb\u3068\u30de\u30b0\u30ca\u30b9\u30fb\u30b8\u30eb\u30b9\u30c8\u30ed\u30e0\u306f\u6700\u3082\u3088\u304f\u77e5\u3089\u308c\u305f\u4eba\u7269\u3067\u3042\u308a\u3001\u3053\u306e\u5206\u91ce\u306b\u304a\u3051\u308b\u5f7c\u3089\u306e\u5927\u304d\u306a\u5f71\u97ff\u529b\u3092\u793a\u3057\u3066\u3044\u308b\u3002.<\/p>\n

\u4f5c\u7269\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u9769\u547d\u3092\u8d77\u3053\u3059<\/h2>\n

\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306b\u304a\u3051\u308bUAV\uff08\u7121\u4eba\u822a\u7a7a\u6a5f\uff09\u306e\u4e3b\u306a\u7528\u9014\u3068\u3057\u3066\u3001\u4f5c\u7269\u306e\u751f\u80b2\u72b6\u6cc1\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u53ce\u91cf\u306e\u63a8\u5b9a\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u30c9\u30ed\u30fc\u30f3\u306f\u3001\u751f\u80b2\u671f\u9593\u3092\u901a\u3057\u3066\u4f5c\u7269\u306e\u5065\u5eb7\u72b6\u614b\u3084\u751f\u80b2\u72b6\u6cc1\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u72ec\u81ea\u306e\u8996\u70b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/p>\n

\u6c34\u4e0d\u8db3\u3001\u75c5\u5bb3\u3001\u6804\u990a\u4e0d\u8db3\u306a\u3069\u306e\u554f\u984c\u3092\u691c\u51fa\u3067\u304d\u307e\u3059\u3002\u4f5c\u7269\u306e\u53cd\u5c04\u7387\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306f\u65e9\u671f\u306b\u4ecb\u5165\u3057\u3001\u5927\u5e45\u306a\u53ce\u91cf\u640d\u5931\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002NDVI\u3001EVI\u3001SAVI\u306a\u3069\u306eUAV\u7531\u6765\u306e\u690d\u751f\u6307\u6570\u306f\u3001\u4f5c\u7269\u306e\u751f\u80b2\u72b6\u6cc1\u3092\u8a55\u4fa1\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002.<\/p>\n

1. \u80a5\u6599\u7ba1\u7406\u306e\u5fae\u8abf\u6574<\/h3>\n

\u80a5\u6599\u306e\u4f7f\u7528\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u306f\u3001\u7cbe\u5bc6\u8fb2\u696d\u306b\u304a\u3044\u3066\u6975\u3081\u3066\u91cd\u8981\u306a\u5074\u9762\u3067\u3059\u3002UAV\uff08\u7121\u4eba\u822a\u7a7a\u6a5f\uff09\u306f\u3001\u8449\u306e\u7a92\u7d20\u542b\u6709\u91cf\u3068\u5bc6\u63a5\u306b\u95a2\u4fc2\u3059\u308b\u8449\u7dd1\u7d20\u542b\u6709\u91cf\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3067\u3001\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306e\u3053\u306e\u53d6\u308a\u7d44\u307f\u3092\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>\n

\u3053\u306e\u60c5\u5831\u306f\u3001\u8fb2\u5bb6\u304c\u80a5\u6599\u6563\u5e03\u306b\u3064\u3044\u3066\u5341\u5206\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u305f\u3081\u306e\u6307\u91dd\u3068\u306a\u308a\u307e\u3059\u3002\u7814\u7a76\u306b\u3088\u308b\u3068\u3001UAV\uff08\u7121\u4eba\u822a\u7a7a\u6a5f\uff09\u304b\u3089\u5f97\u3089\u308c\u308b\u30c7\u30fc\u30bf\u306f\u3001\u80a5\u6599\u306e\u52b9\u7387\u3092\u7d0410%\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n

2. \u52b9\u7387\u7684\u306a\u7ba1\u7406\u306e\u305f\u3081\u306e\u4f5c\u7269\u306e\u30de\u30c3\u30d4\u30f3\u30b0<\/h3>\n

\u30c9\u30ed\u30fc\u30f3\u304c\u771f\u4fa1\u3092\u767a\u63ee\u3059\u308b\u3082\u3046\u4e00\u3064\u306e\u5206\u91ce\u306f\u3001\u6b63\u78ba\u306a\u5730\u56f3\u4f5c\u6210\u3067\u3059\u3002\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3068\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001UAV\uff08\u7121\u4eba\u822a\u7a7a\u6a5f\uff09\u306f\u5c0f\u898f\u6a21\u8fb2\u5bb6\u304c\u5703\u5834\u3092\u6b63\u78ba\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u6280\u8853\u306f\u3001\u571f\u5730\u5229\u7528\u3084\u4f5c\u7269\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u5f79\u7acb\u3064\u305f\u3081\u3001\u7cbe\u5bc6\u8fb2\u696d\u306b\u304a\u3044\u3066\u4e2d\u5fc3\u7684\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002.<\/p>\n

\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u3068\u306a\u3063\u305f\u7814\u7a76\u3067\u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5b66\u7fd2\u65b9\u6cd5\u3068\u3057\u3066\u3001\u5730\u4e0a\u8abf\u67fb\u3084\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3092\u7528\u3044\u308b\u65b9\u6cd5\u304c\u4e00\u822c\u7684\u3067\u3057\u305f\u3002\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3001\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\u3001\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u753b\u50cf\u5206\u985e\u306b\u7528\u3044\u3089\u308c\u3001\u4f5c\u7269\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>\n

\u8ab2\u984c\u3068\u6a5f\u4f1a<\/h2>\n

\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306b\u304a\u3051\u308b\u30c9\u30ed\u30fc\u30f3\u306e\u53ef\u80fd\u6027\u306f\u660e\u3089\u304b\u3060\u304c\u3001\u305d\u306e\u5c0e\u5165\u306b\u4f34\u3046\u8ab2\u984c\u3092\u8a8d\u8b58\u3059\u308b\u3053\u3068\u3082\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002.<\/p>\n

1. \u5341\u5206\u306a\u73fe\u5834\u30c7\u30fc\u30bf\u306e\u4e0d\u8db3<\/strong>\u591a\u304f\u306e\u30e2\u30c7\u30eb\u306f\u3001\u958b\u767a\u304a\u3088\u3073\u691c\u8a3c\u306e\u305f\u3081\u306b\u8cea\u306e\u9ad8\u3044\u73fe\u5834\u30c7\u30fc\u30bf\u306e\u5165\u624b\u53ef\u80fd\u6027\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u3002\u3057\u304b\u3057\u3001\u305d\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u306f\u5fc5\u305a\u3057\u3082\u5bb9\u6613\u306b\u5165\u624b\u3067\u304d\u308b\u3068\u306f\u9650\u3089\u305a\u3001\u7bc4\u56f2\u304c\u9650\u5b9a\u3055\u308c\u308b\u5834\u5408\u3082\u3042\u308b\u3002.<\/p>\n

2. \u591a\u69d8\u306a\u7121\u4eba\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u3068\u642d\u8f09\u7269\uff1a<\/strong> \u30c9\u30ed\u30fc\u30f3\u306b\u306f\u69d8\u3005\u306a\u30b5\u30a4\u30ba\u3084\u7a2e\u985e\u304c\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u308b\u3002\u98db\u884c\u6642\u9593\u3084\u7a4d\u8f09\u91cf\u306b\u3088\u3063\u3066\u306f\u3001\u5927\u898f\u6a21\u306a\u8fb2\u696d\u7528\u9014\u306b\u306f\u9069\u3055\u306a\u3044\u5834\u5408\u3082\u3042\u308b\u3002.<\/p>\n

3. \u5929\u5019\u3078\u306e\u611f\u5ea6<\/strong>\u5929\u5019\u306f\u30c9\u30ed\u30fc\u30f3\u306b\u3088\u308b\u30c7\u30fc\u30bf\u53ce\u96c6\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u5f37\u98a8\u3084\u96e8\u306f\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u56f0\u96e3\u306b\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\n

4. \u624b\u9803\u306a\u4fa1\u683c<\/strong>\u30c9\u30ed\u30fc\u30f3\u306e\u904b\u7528\u3084\u30c7\u30fc\u30bf\u51e6\u7406\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u8cfc\u5165\u306f\u3001\u7279\u306b\u8cc7\u91d1\u7e70\u308a\u306b\u82e6\u3057\u3080\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306b\u3068\u3063\u3066\u306f\u8cbb\u7528\u304c\u304b\u3055\u3080\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002.<\/p>\n

5\uff0e\u6280\u8853\u7684\u5c02\u9580\u77e5\u8b58\uff1a<\/strong> \u30c9\u30ed\u30fc\u30f3\u306e\u904b\u7528\u3068\u4fdd\u5b88\u3001\u305d\u3057\u3066\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u306f\u3001\u5fc5\u305a\u3057\u3082\u5bb9\u6613\u306b\u5165\u624b\u3067\u304d\u308b\u3068\u306f\u9650\u3089\u306a\u3044\u5c02\u9580\u7684\u306a\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u3068\u306a\u308b\u3002.<\/p>\n

6\uff0e\u898f\u5236\u67a0\u7d44\u307f<\/strong>\u7121\u4eba\u822a\u7a7a\u6a5f\u306e\u904b\u7528\u306b\u4f34\u3046\u6f5c\u5728\u7684\u306a\u30ea\u30b9\u30af\u3092\u7406\u7531\u3068\u3059\u308b\u53b3\u683c\u306a\u898f\u5236\u306f\u3001\u305d\u306e\u4f7f\u7528\u3092\u5236\u9650\u3057\u305f\u308a\u3001\u64cd\u7e26\u58eb\u514d\u8a31\u306e\u53d6\u5f97\u3092\u7fa9\u52d9\u4ed8\u3051\u305f\u308a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002.<\/p>\n

7. \u8a08\u7b97\u30ea\u30bd\u30fc\u30b9<\/strong>\u30c9\u30ed\u30fc\u30f3\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u308b\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u306b\u306f\u3001\u8a08\u7b97\u8ca0\u8377\u304c\u9ad8\u304f\u3001\u8ffd\u52a0\u306e\u30ea\u30bd\u30fc\u30b9\u3084\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002.<\/p>\n

\u3057\u304b\u3057\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u306f\u6570\u591a\u304f\u306e\u6a5f\u4f1a\u304c\u4f34\u3046\u3002<\/p>\n

1. \u7cbe\u5bc6\u8fb2\u696d\u306b\u304a\u3051\u308b\u591a\u69d8\u306a\u5fdc\u7528\u4f8b\uff1a<\/strong> \u30c9\u30ed\u30fc\u30f3\u306f\u3001\u4f5c\u7269\u306e\u76e3\u8996\u3084\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u7cbe\u5bc6\u8fb2\u696d\u306b\u304a\u3044\u3066\u591a\u69d8\u306a\u7528\u9014\u3092\u63d0\u4f9b\u3059\u308b\u3002\u4f8b\u3048\u3070\u3001\u7dcf\u5408\u7684\u306a\u96d1\u8349\u7ba1\u7406\u3001\u6c34\u4f7f\u7528\u91cf\u306e\u63a8\u5b9a\u3001\u704c\u6f11\u7528\u6c34\u306e\u6c34\u8cea\u30fb\u6c34\u91cf\u8a55\u4fa1\u3001\u571f\u58cc\u7279\u6027\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u8fb2\u85ac\u7ba1\u7406\u306e\u305f\u3081\u306e\u53ef\u5909\u65bd\u80a5\u51e6\u65b9\u30de\u30c3\u30d7\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u308b\u3002.<\/p>\n

2. \u610f\u601d\u6c7a\u5b9a\u652f\u63f4\u306e\u305f\u3081\u306e\u591a\u9762\u7684\u306a\u30c7\u30fc\u30bf\uff1a<\/strong> \u30c9\u30ed\u30fc\u30f3\u306b\u3088\u3063\u3066\u5f97\u3089\u308c\u308b\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u306f\u3001\u8907\u6570\u306e\u76ee\u6a19\u306b\u540c\u6642\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u610f\u601d\u6c7a\u5b9a\u652f\u63f4\u30c4\u30fc\u30eb\u306e\u958b\u767a\u3078\u306e\u9053\u3092\u958b\u304f\u3002.<\/p>\n

3. \u9ad8\u5ea6\u306a\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>Google Earth Engine\u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001UAV\uff08\u7121\u4eba\u822a\u7a7a\u6a5f\uff09\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b\u65b0\u305f\u306a\u53ef\u80fd\u6027\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002.<\/p>\n

4\uff0e\u30c9\u30ed\u30fc\u30f3\u3068\u885b\u661f\u306e\u76f8\u4e57\u52b9\u679c<\/strong>\u30c9\u30ed\u30fc\u30f3\u3068\u885b\u661f\u306f\u69d8\u3005\u306a\u7528\u9014\u306b\u304a\u3044\u3066\u76f8\u88dc\u7684\u306a\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u4e21\u8005\u306e\u6f5c\u5728\u7684\u306a\u76f8\u4e57\u52b9\u679c\u3092\u5f15\u304d\u51fa\u3059\u305f\u3081\u306b\u306f\u7814\u7a76\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002.<\/p>\n

5. \u30c7\u30fc\u30bf\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u74b0\u5883\u3078\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\uff1a<\/strong> \u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u4e0d\u8db3\u306f\u4ee5\u524d\u307b\u3069\u5927\u304d\u306a\u969c\u5bb3\u3067\u306f\u306a\u304f\u306a\u308a\u3064\u3064\u3042\u308a\u3001\u6700\u5c0f\u9650\u306e\u73fe\u5834\u30c7\u30fc\u30bf\u3067\u6e08\u3080\u30a2\u30d7\u30ed\u30fc\u30c1\u3084\u8ee2\u79fb\u5b66\u7fd2\u624b\u6cd5\u306a\u3069\u304c\u305d\u306e\u597d\u4f8b\u3067\u3042\u308b\u3002.<\/p>\n

6\uff0e\u8cbb\u7528\u5bfe\u52b9\u679c\u5206\u6790\uff1a<\/strong> \u30c9\u30ed\u30fc\u30f3\u6280\u8853\u3068\u305d\u306e\u4ed6\u306e\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u6280\u8853\u306e\u30b3\u30b9\u30c8\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3067\u3001\u305d\u308c\u3089\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\u3068\u5229\u70b9\u304c\u660e\u3089\u304b\u306b\u306a\u308b\u3060\u308d\u3046\u3002.<\/p>\n

7\uff0e\u8fb2\u696d\u306b\u304a\u3051\u308b\u5973\u6027\u306e\u5730\u4f4d\u5411\u4e0a\uff1a<\/strong> \u30c9\u30ed\u30fc\u30f3\u3092\u6d3b\u7528\u3057\u305f\u7cbe\u5bc6\u8fb2\u696d\u306e\u5c0e\u5165\u306f\u3001\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306e\u5973\u6027\u305f\u3061\u306e\u80fd\u529b\u3092\u9ad8\u3081\u3001\u8ab2\u984c\u3084\u5c06\u6765\u306e\u4e0d\u78ba\u5b9f\u6027\u306b\u5bfe\u51e6\u3059\u308b\u80fd\u529b\u3092\u5411\u4e0a\u3055\u305b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002.<\/p>\n

8\uff0e\u82e5\u8005\u306e\u53c2\u52a0\uff1a<\/strong> UAV\uff08\u7121\u4eba\u822a\u7a7a\u6a5f\uff09\u3092\u7528\u3044\u305f\u7cbe\u5bc6\u8fb2\u696d\u306b\u3088\u3063\u3066\u8fb2\u696d\u3092\u8fd1\u4ee3\u5316\u3059\u308b\u3053\u3068\u306f\u3001\u82e5\u8005\u306e\u8fb2\u696d\u3078\u306e\u95a2\u5fc3\u3092\u9ad8\u3081\u3001\u3072\u3044\u3066\u306f\u8fb2\u696d\u5206\u91ce\u306e\u6301\u7d9a\u6027\u3068\u56de\u5fa9\u529b\u3092\u5f37\u5316\u3059\u308b\u3053\u3068\u306b\u3064\u306a\u304c\u308b\u3002.<\/p>\n

\u7d50\u8ad6<\/h2>\n

\u7d50\u8ad6\u3068\u3057\u3066\u3001\u30c9\u30ed\u30fc\u30f3\u3092\u5c0f\u898f\u6a21\u8fb2\u696d\u306b\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u4f55\u767e\u4e07\u3082\u306e\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306e\u751f\u6d3b\u3092\u5909\u9769\u3059\u308b\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u307e\u3059\u3002\u30c9\u30ed\u30fc\u30f3\u306f\u3001\u4f5c\u7269\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u80a5\u6599\u7ba1\u7406\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u3044\u3063\u305f\u9769\u65b0\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u8fb2\u5bb6\u304c\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u305f\u3081\u306e\u8cb4\u91cd\u306a\u6d1e\u5bdf\u529b\u3092\u4e0e\u3048\u307e\u3059\u3002\u8ab2\u984c\u306f\u3042\u308b\u3082\u306e\u306e\u3001\u30c9\u30ed\u30fc\u30f3\u3092\u6d3b\u7528\u3057\u305f\u5c0f\u898f\u6a21\u8fb2\u696d\u306e\u672a\u6765\u306f\u3001\u591a\u304f\u306e\u53ef\u80fd\u6027\u306b\u6e80\u3061\u3066\u3044\u307e\u3059\u3002\u6025\u901f\u306b\u9032\u5316\u3059\u308b\u6280\u8853\u3068\u30b3\u30b9\u30c8\u306e\u4f4e\u4e0b\u306f\u3001\u8fb2\u696d\u5206\u91ce\u306b\u65b0\u305f\u306a\u6249\u3092\u958b\u304d\u3001\u4e16\u754c\u4e2d\u306e\u8fb2\u696d\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u98df\u6599\u5b89\u5168\u4fdd\u969c\u3001\u74b0\u5883\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u3001\u305d\u3057\u3066\u7d4c\u6e08\u7684\u7e41\u6804\u3092\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u307e\u3059\u3002.<\/p>","protected":false},"excerpt":{"rendered":"

\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306f\u4e16\u754c\u306e\u98df\u6599\u751f\u7523\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u308b\u304c\u3001\u8cc7\u6e90\u306e\u5236\u7d04\u304b\u3089\u4e88\u6e2c\u4e0d\u53ef\u80fd\u306a\u74b0\u5883\u8981\u56e0\u307e\u3067\u3001\u6570\u591a\u304f\u306e\u8ab2\u984c\u306b\u76f4\u9762\u3057\u3066\u3044\u308b\u3002\u3053\u306e\u6642\u4ee3\u306b\u304a\u3044\u3066\u2026<\/p>","protected":false},"author":210157960,"featured_media":8693,"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":[1377],"tags":[],"class_list":["post-8688","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-crop-monitoring"],"acf":[],"yoast_head":"\nEnhancing Smallholder Farming with Unmanned Aerial Vehicles Crop Monitoring - GeoPard<\/title>\n<meta name=\"description\" content=\"In era of advancement, Unmanned Aerial Vehicles (UAVs), known as drones, have emerged as transformative force in smallholder farming.\" \/>\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\/\u7121\u4eba\u822a\u7a7a\u6a5f\u306b\u3088\u308b\u4f5c\u7269\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u5c0f\u898f\u6a21\u8fb2\u5bb6\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Enhancing Smallholder Farming with Unmanned Aerial Vehicles Crop Monitoring - GeoPard\" \/>\n<meta property=\"og:description\" content=\"In era of advancement, Unmanned Aerial Vehicles (UAVs), known as drones, have emerged as transformative force in smallholder farming.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geopard.tech\/jp\/\u30d6\u30ed\u30b0\/\u7121\u4eba\u822a\u7a7a\u6a5f\u306b\u3088\u308b\u4f5c\u7269\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u5c0f\u898f\u6a21\u8fb2\u5bb6\/\" \/>\n<meta property=\"og:site_name\" content=\"GeoPard - Precision agriculture Mapping software\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/geopardAgriculture\/\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-22T18:23:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/geopard.tech\/wp-content\/uploads\/2023\/10\/Enhancing-Smallholder-Farming-with-Unmanned-Aerial-Vehicles-Crop-Monitoring.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"dementievgeopard\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@geopardagri\" \/>\n<meta name=\"twitter:site\" content=\"@geopardagri\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"dementievgeopard\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"5\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\\\/\"},\"author\":{\"name\":\"dementievgeopard\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/dd217733c742620adc57befbbcd84a8a\"},\"headline\":\"Enhancing Smallholder Farming with Unmanned Aerial Vehicles Crop Monitoring\",\"datePublished\":\"2023-10-22T18:23:28+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\\\/\"},\"wordCount\":1073,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Enhancing-Smallholder-Farming-with-Unmanned-Aerial-Vehicles-Crop-Monitoring.jpg?fit=1920%2C1080&ssl=1\",\"articleSection\":[\"Crop monitoring\"],\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\\\/\",\"url\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\\\/\",\"name\":\"Enhancing Smallholder Farming with Unmanned Aerial Vehicles Crop Monitoring - GeoPard\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Enhancing-Smallholder-Farming-with-Unmanned-Aerial-Vehicles-Crop-Monitoring.jpg?fit=1920%2C1080&ssl=1\",\"datePublished\":\"2023-10-22T18:23:28+00:00\",\"description\":\"In era of advancement, Unmanned Aerial Vehicles (UAVs), known as drones, have emerged as transformative force in smallholder farming.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\\\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Enhancing-Smallholder-Farming-with-Unmanned-Aerial-Vehicles-Crop-Monitoring.jpg?fit=1920%2C1080&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Enhancing-Smallholder-Farming-with-Unmanned-Aerial-Vehicles-Crop-Monitoring.jpg?fit=1920%2C1080&ssl=1\",\"width\":1920,\"height\":1080,\"caption\":\"Enhancing Smallholder Farming with Unmanned Aerial Vehicles Crop Monitoring\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/geopard.tech\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Enhancing Smallholder Farming with Unmanned Aerial Vehicles Crop Monitoring\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\",\"url\":\"https:\\\/\\\/geopard.tech\\\/\",\"name\":\"GeoPard - Precision agriculture software\",\"description\":\"Precision agriculture Mapping software\",\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"alternateName\":\"GeoPard\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/geopard.tech\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\",\"name\":\"GeoPard Agriculture\",\"alternateName\":\"GeoPard\",\"url\":\"https:\\\/\\\/geopard.tech\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1\",\"width\":512,\"height\":68,\"caption\":\"GeoPard Agriculture\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/geopardAgriculture\\\/\",\"https:\\\/\\\/x.com\\\/geopardagri\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/geopard-agriculture\\\/\",\"https:\\\/\\\/www.instagram.com\\\/geopardagriculture\\\/\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCiaPGLAhRPNh-s85dXdC-Sw\",\"https:\\\/\\\/www.g2.com\\\/products\\\/geopard-agriculture-precision-farming-software\\\/reviews\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/dd217733c742620adc57befbbcd84a8a\",\"name\":\"dementievgeopard\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"caption\":\"dementievgeopard\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u7121\u4eba\u822a\u7a7a\u6a5f\u306b\u3088\u308b\u4f5c\u7269\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306e\u8fb2\u696d\u3092\u5f37\u5316 - GeoPard","description":"\u6280\u8853\u9769\u65b0\u306e\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u30c9\u30ed\u30fc\u30f3\u3068\u3057\u3066\u77e5\u3089\u308c\u308b\u7121\u4eba\u822a\u7a7a\u6a5f\uff08UAV\uff09\u306f\u3001\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306e\u8fb2\u696d\u306b\u5909\u9769\u3092\u3082\u305f\u3089\u3059\u529b\u3068\u3057\u3066\u53f0\u982d\u3057\u3066\u304d\u305f\u3002.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/geopard.tech\/jp\/\u30d6\u30ed\u30b0\/\u7121\u4eba\u822a\u7a7a\u6a5f\u306b\u3088\u308b\u4f5c\u7269\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u5c0f\u898f\u6a21\u8fb2\u5bb6\/","og_locale":"ja_JP","og_type":"article","og_title":"Enhancing Smallholder Farming with Unmanned Aerial Vehicles Crop Monitoring - GeoPard","og_description":"In era of advancement, Unmanned Aerial Vehicles (UAVs), known as drones, have emerged as transformative force in smallholder farming.","og_url":"https:\/\/geopard.tech\/jp\/\u30d6\u30ed\u30b0\/\u7121\u4eba\u822a\u7a7a\u6a5f\u306b\u3088\u308b\u4f5c\u7269\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u5c0f\u898f\u6a21\u8fb2\u5bb6\/","og_site_name":"GeoPard - Precision agriculture Mapping software","article_publisher":"https:\/\/www.facebook.com\/geopardAgriculture\/","article_published_time":"2023-10-22T18:23:28+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/geopard.tech\/wp-content\/uploads\/2023\/10\/Enhancing-Smallholder-Farming-with-Unmanned-Aerial-Vehicles-Crop-Monitoring.jpg","type":"image\/jpeg"}],"author":"dementievgeopard","twitter_card":"summary_large_image","twitter_creator":"@geopardagri","twitter_site":"@geopardagri","twitter_misc":{"\u57f7\u7b46\u8005":"dementievgeopard","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"5\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/geopard.tech\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/#article","isPartOf":{"@id":"https:\/\/geopard.tech\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/"},"author":{"name":"dementievgeopard","@id":"https:\/\/geopard.tech\/#\/schema\/person\/dd217733c742620adc57befbbcd84a8a"},"headline":"Enhancing Smallholder Farming with Unmanned Aerial Vehicles Crop Monitoring","datePublished":"2023-10-22T18:23:28+00:00","mainEntityOfPage":{"@id":"https:\/\/geopard.tech\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/"},"wordCount":1073,"commentCount":0,"publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"image":{"@id":"https:\/\/geopard.tech\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/10\/Enhancing-Smallholder-Farming-with-Unmanned-Aerial-Vehicles-Crop-Monitoring.jpg?fit=1920%2C1080&ssl=1","articleSection":["Crop monitoring"],"inLanguage":"ja","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/geopard.tech\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/geopard.tech\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/","url":"https:\/\/geopard.tech\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/","name":"\u7121\u4eba\u822a\u7a7a\u6a5f\u306b\u3088\u308b\u4f5c\u7269\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306e\u8fb2\u696d\u3092\u5f37\u5316 - GeoPard","isPartOf":{"@id":"https:\/\/geopard.tech\/#website"},"primaryImageOfPage":{"@id":"https:\/\/geopard.tech\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/#primaryimage"},"image":{"@id":"https:\/\/geopard.tech\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/10\/Enhancing-Smallholder-Farming-with-Unmanned-Aerial-Vehicles-Crop-Monitoring.jpg?fit=1920%2C1080&ssl=1","datePublished":"2023-10-22T18:23:28+00:00","description":"\u6280\u8853\u9769\u65b0\u306e\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u30c9\u30ed\u30fc\u30f3\u3068\u3057\u3066\u77e5\u3089\u308c\u308b\u7121\u4eba\u822a\u7a7a\u6a5f\uff08UAV\uff09\u306f\u3001\u5c0f\u898f\u6a21\u8fb2\u5bb6\u306e\u8fb2\u696d\u306b\u5909\u9769\u3092\u3082\u305f\u3089\u3059\u529b\u3068\u3057\u3066\u53f0\u982d\u3057\u3066\u304d\u305f\u3002.","breadcrumb":{"@id":"https:\/\/geopard.tech\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/geopard.tech\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/geopard.tech\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/#primaryimage","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/10\/Enhancing-Smallholder-Farming-with-Unmanned-Aerial-Vehicles-Crop-Monitoring.jpg?fit=1920%2C1080&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/10\/Enhancing-Smallholder-Farming-with-Unmanned-Aerial-Vehicles-Crop-Monitoring.jpg?fit=1920%2C1080&ssl=1","width":1920,"height":1080,"caption":"Enhancing Smallholder Farming with Unmanned Aerial Vehicles Crop Monitoring"},{"@type":"BreadcrumbList","@id":"https:\/\/geopard.tech\/blog\/enhancing-smallholder-farming-with-unmanned-aerial-vehicles-crop-monitoring\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/geopard.tech\/"},{"@type":"ListItem","position":2,"name":"Enhancing Smallholder Farming with Unmanned Aerial Vehicles Crop Monitoring"}]},{"@type":"WebSite","@id":"https:\/\/geopard.tech\/#website","url":"https:\/\/geopard.tech\/","name":"GeoPard - \u7cbe\u5bc6\u8fb2\u696d\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2","description":"\u7cbe\u5bc6\u8fb2\u696d \u30de\u30c3\u30d4\u30f3\u30b0\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2","publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"alternateName":"GeoPard","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/geopard.tech\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/geopard.tech\/#organization","name":"\u30b8\u30aa\u30d1\u30fc\u30c9\u30fb\u30a2\u30b0\u30ea\u30ab\u30eb\u30c1\u30e3\u30fc","alternateName":"GeoPard","url":"https:\/\/geopard.tech\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/geopard.tech\/#\/schema\/logo\/image\/","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2026\/07\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2026\/07\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1","width":512,"height":68,"caption":"GeoPard Agriculture"},"image":{"@id":"https:\/\/geopard.tech\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/geopardAgriculture\/","https:\/\/x.com\/geopardagri","https:\/\/www.linkedin.com\/company\/geopard-agriculture\/","https:\/\/www.instagram.com\/geopardagriculture\/","https:\/\/www.youtube.com\/channel\/UCiaPGLAhRPNh-s85dXdC-Sw","https:\/\/www.g2.com\/products\/geopard-agriculture-precision-farming-software\/reviews"]},{"@type":"Person","@id":"https:\/\/geopard.tech\/#\/schema\/person\/dd217733c742620adc57befbbcd84a8a","name":"dementievgeopard","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","caption":"dementievgeopard"}}]}},"jetpack_publicize_connections":[],"jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pdiCPa-2g8","jetpack_featured_media_url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/10\/Enhancing-Smallholder-Farming-with-Unmanned-Aerial-Vehicles-Crop-Monitoring.jpg?fit=1920%2C1080&ssl=1","_links":{"self":[{"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/posts\/8688","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/users\/210157960"}],"replies":[{"embeddable":true,"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/comments?post=8688"}],"version-history":[{"count":0,"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/posts\/8688\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/media\/8693"}],"wp:attachment":[{"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/media?parent=8688"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/categories?post=8688"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/tags?post=8688"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}