{"id":14011,"date":"2026-10-12T13:08:11","date_gmt":"2026-10-12T11:08:11","guid":{"rendered":"https:\/\/geopard.tech\/?p=14011"},"modified":"2026-10-12T13:08:11","modified_gmt":"2026-10-12T11:08:11","slug":"%e6%ad%a9%e7%95%99%e3%81%be%e3%82%8a%e3%83%87%e3%83%bc%e3%82%bf%e3%82%af%e3%83%aa%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%83%af%e3%83%bc%e3%82%af%e3%83%95%e3%83%ad%e3%83%bc","status":"publish","type":"post","link":"https:\/\/geopard.tech\/jp\/blog\/yield-data-cleaning-workflow\/","title":{"rendered":"\u53ce\u91cf\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\uff1a\u4eca\u56de\u306e\u53ce\u7a6b\u3067\u672c\u5f53\u306b\u4fe1\u983c\u3067\u304d\u308b\u53ce\u91cf\u30de\u30c3\u30d7\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p>\u53ce\u91cf\u30de\u30c3\u30d7\u304c\u9593\u9055\u3063\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u5834\u5408\u3001\u304a\u305d\u3089\u304f\u305d\u308c\u306f\u9593\u9055\u3044\u3067\u3042\u308a\u3001\u901a\u5e38\u306f\u5703\u5834\u304c\u539f\u56e0\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u53ce\u91cf\u30e2\u30cb\u30bf\u30fc\u306e\u751f\u30c7\u30fc\u30bf\u306b\u306f\u3001\u5e38\u306b\u7cfb\u7d71\u7684\u306a\u8aa4\u5dee\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u30bb\u30f3\u30b5\u30fc\u306e\u30c9\u30ea\u30d5\u30c8\u3001\u7a40\u7269\u306e\u6d41\u308c\u304cGPS\u4f4d\u7f6e\u3088\u308a\u9045\u308c\u308b\u3053\u3068\u3001\u91cd\u8907\u30ab\u30a6\u30f3\u30c8\u3055\u308c\u305f\u30b9\u30c8\u30ea\u30c3\u30d7\u3001\u305d\u3057\u3066\u5b9f\u969b\u306b\u751f\u7523\u3055\u308c\u3066\u3044\u306a\u3044\u690d\u7269\u306e\u53ce\u91cf\u3092\u8a18\u9332\u3059\u308b\u30bf\u30fc\u30f3\u30ed\u30a6\u306a\u3069\u3067\u3059\u3002\u53ce\u91cf\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306f\u3053\u308c\u3089\u306e\u8aa4\u5dee\u3092\u53d6\u308a\u9664\u304d\u3001\u30de\u30c3\u30d7\u304c\u6a5f\u68b0\u3067\u306f\u306a\u304f\u5703\u5834\u3092\u53cd\u6620\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u751f\u30d5\u30a1\u30a4\u30eb\u3067\u4f55\u304c\u554f\u984c\u306b\u306a\u308b\u306e\u304b\u3001\u305d\u306e\u5178\u578b\u7684\u306a\u4e0d\u826f\u7387\u3001\u305d\u3057\u3066\u53ce\u7a6b\u524d\u3001\u53ce\u7a6b\u4e2d\u3001\u53ce\u7a6b\u5f8c\u306b\u5b9f\u884c\u3067\u304d\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002.<\/p>\n<h2>\u751f\u306e\u6b69\u7559\u307e\u308a\u30e2\u30cb\u30bf\u30fc\u30c7\u30fc\u30bf\u304c\u9593\u9055\u3063\u3066\u3044\u308b\u70b9<\/h2>\n<p>\u53ce\u91cf\u30e2\u30cb\u30bf\u30fc\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u306f\u3001\u30d6\u30e9\u30f3\u30c9\u3084\u4f5c\u7269\u306b\u95a2\u4fc2\u306a\u304f\u3001\u540c\u3058\u7a2e\u985e\u306e\u30a8\u30e9\u30fc\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3088\u304f\u3042\u308b\u539f\u56e0\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305a\u308c\u3002.<\/strong> \u6d41\u91cf\u30bb\u30f3\u30b5\u30fc\u306f\u3001\u3042\u308b\u7279\u5b9a\u306e\u6c34\u5206\u6761\u4ef6\u4e0b\u3001\u3042\u308b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u6750\u6599\u3067\u6821\u6b63\u3055\u308c\u305f\u5f8c\u3001\u6761\u4ef6\u304c\u5909\u66f4\u3055\u308c\u305f\u3002\u30d5\u30a1\u30a4\u30eb\u5168\u4f53\u304c\u6570\u30d1\u30fc\u30bb\u30f3\u30c8\u4e0a\u4e0b\u306b\u5909\u52d5\u3057\u3001\u8ca0\u8377\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u5909\u52d5\u91cf\u3082\u7570\u306a\u308b\u3002.<\/li>\n<li><strong>\u30d5\u30ed\u30fc\u9045\u5ef6\u3002.<\/strong> \u7a40\u7269\u304c\u30d8\u30c3\u30c0\u30fc\u304b\u3089\u30bb\u30f3\u30b5\u30fc\u307e\u3067\u79fb\u52d5\u3059\u308b\u306e\u306b\u6570\u79d2\u304b\u304b\u308b\u305f\u3081\u3001\u5404\u53ce\u91cf\u5024\u306f\u5b9f\u969b\u306b\u7a40\u7269\u304c\u80b2\u3063\u305f\u5834\u6240\u304b\u3089\u6570\u30e1\u30fc\u30c8\u30eb\u96e2\u308c\u305f\u4f4d\u7f6e\u306b\u8a18\u9332\u3055\u308c\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30be\u30fc\u30f3\u306e\u5883\u754c\u306f\u8d70\u884c\u65b9\u5411\u306b\u6cbf\u3063\u3066\u307c\u3084\u3051\u3066\u3057\u307e\u3044\u307e\u3059\u3002.<\/li>\n<li><strong>\u90e8\u5206\u7684\u306a\u7167\u5c04\u7bc4\u56f2\u3068\u91cd\u8907\u90e8\u5206\u3002.<\/strong> 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\u4f4d\u7f6e\u306e\u4e0d\u5177\u5408\u306b\u3088\u308a\u3001\u70b9\u7fa4\u304c\u96a3\u63a5\u3059\u308b\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u79fb\u52d5\u3057\u305f\u308a\u3001\u4e00\u7b87\u6240\u306b\u96c6\u4e2d\u3057\u3066\u51fa\u73fe\u3057\u305f\u308a\u3059\u308b\u3002.<\/li>\n<li><strong>\u53ce\u7a6b\u901f\u5ea6\u5411\u4e0a\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8\u3002.<\/strong> \u6025\u6fc0\u306a\u6e1b\u901f\u3084\u52a0\u901f\u306f\u3001\u30bb\u30f3\u30b5\u30fc\u304c\u5b89\u5b9a\u3059\u308b\u3088\u308a\u3082\u901f\u304f\u6a5f\u68b0\u306b\u304b\u304b\u308b\u8ca0\u8377\u3092\u5909\u5316\u3055\u305b\u308b\u305f\u3081\u3001\u571f\u58cc\u3067\u306f\u306a\u304f\u4f5c\u696d\u8005\u306e\u52d5\u304d\u306b\u8ffd\u5f93\u3059\u308b\u7e1e\u6a21\u69d8\u304c\u6b8b\u308b\u3002.<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306f\u3069\u308c\u3082\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306e\u30df\u30b9\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7269\u7406\u6cd5\u5247\u3068\u96fb\u5b50\u6a5f\u5668\u306e\u539f\u7406\u304c\u4f5c\u7528\u3057\u305f\u7d50\u679c\u3067\u3042\u308a\u3001\u3060\u304b\u3089\u3053\u305d\u6e05\u6383\u306f\u7dca\u6025\u5bfe\u5fdc\u3067\u306f\u306a\u304f\u3001\u65e5\u5e38\u7684\u306a\u624b\u9806\u3068\u3057\u3066\u884c\u3046\u3079\u304d\u306a\u306e\u3067\u3059\u3002.<\/p>\n<h2>\u79c1\u306e\u53ce\u91cf\u30c7\u30fc\u30bf\u306e\u3046\u3061\u3001\u5b9f\u969b\u306b\u9593\u9055\u3063\u3066\u3044\u308b\u90e8\u5206\u306f\u3069\u308c\u304f\u3089\u3044\u3042\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/h2>\n<p>\u307b\u3068\u3093\u3069\u306e\u4eba\u304c\u4e88\u60f3\u3059\u308b\u3088\u308a\u3082\u591a\u304f\u306e\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u3066\u3044\u307e\u3059\u3002\u72ec\u7acb\u3057\u305f\u8907\u6570\u5e74\u306b\u308f\u305f\u308b\u8abf\u67fb\u3067\u3001\u30b3\u30f3\u30d0\u30a4\u30f3\u306e\u751f\u30c7\u30fc\u30bf\u3092\u76e3\u67fb\u3057\u305f\u7d50\u679c\u3001\u7d0410\uff5e20\u30d1\u30fc\u30bb\u30f3\u30c8\u306e\u30dd\u30a4\u30f3\u30c8\u304c\u30a8\u30e9\u30fc\u3068\u3057\u3066\u691c\u51fa\u3055\u308c\u3001\u30dd\u30a4\u30f3\u30c8\u5217\u3001\u6c34\u8def\u3001\u307e\u305f\u306f\u77ed\u3044\u901a\u8def\u304c\u591a\u3044\u5703\u5834\u306e\u30d5\u30a1\u30a4\u30eb\u306f\u3001\u305d\u306e\u5272\u5408\u304c\u7279\u306b\u9ad8\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u5703\u5834\u306e\u5e73\u5747\u5024\u306f\u3001\u9ad8\u5024\u3068\u4f4e\u5024\u304c\u90e8\u5206\u7684\u306b\u76f8\u6bba\u3055\u308c\u308b\u305f\u3081\u3001\u591a\u304f\u306e\u5834\u5408\u7dad\u6301\u3055\u308c\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5730\u56f3\u306f\u305d\u3046\u306f\u3044\u304d\u307e\u305b\u3093\u3002\u30a8\u30e9\u30fc\u306f\u30e9\u30f3\u30c0\u30e0\u306a\u30ce\u30a4\u30ba\u3067\u306f\u306a\u304f\u3001\u69cb\u9020\u5316\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5703\u5834\u306e\u7aef\u3001\u901a\u8def\u3001\u65cb\u56de\u5217\u306a\u3069\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u307e\u3055\u306b\u305d\u306e\u5834\u6240\u306b\u3001\u507d\u306e\u30d1\u30bf\u30fc\u30f3\u304c\u63cf\u304b\u308c\u3066\u3057\u307e\u3046\u306e\u3067\u3059\u3002.<\/p>\n<p>\u305d\u306e\u69cb\u9020\u3053\u305d\u304c\u771f\u306e\u5371\u967a\u3067\u3059\u3002\u5883\u754c\u306b\u6cbf\u3063\u3066\u91cd\u306a\u308a\u5408\u3046\u4f4e\u57df\u306e\u5217\u306f\u3001\u5727\u7e2e\u306e\u554f\u984c\u306e\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u30022 \u3064\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u9593\u306e\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3 \u30b9\u30c6\u30c3\u30d7\u306f\u3001\u771f\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306e\u9055\u3044\u306e\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002\u95a2\u9023\u3059\u308b\u75c7\u72b6\u306f\u6a5f\u68b0\u30ec\u30d9\u30eb\u3067\u3082\u73fe\u308c\u307e\u3059\u3002 <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/geopard.tech\/jp\/%e3%83%96%e3%83%ad%e3%82%b0\/%e3%83%88%e3%82%a6%e3%83%a2%e3%83%ad%e3%82%b3%e3%82%b7%e3%81%ae%e5%b9%bb%e3%81%ae%e5%8f%8e%e9%87%8f%e6%90%8d%e5%a4%b1%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%e3%80%81%e3%81%9d%e3%82%8c%e3%82%92%e6%b8%9b\/\">\u30c8\u30a6\u30e2\u30ed\u30b3\u30b7\u306e\u5e7b\u306e\u53ce\u91cf\u640d\u5931<\/a> \u30d8\u30c3\u30c0\u30fc\u30ed\u30b9\u306b\u3088\u3063\u3066\u3001\u30bb\u30f3\u30b5\u30fc\u304c\u691c\u77e5\u3059\u308b\u524d\u306b\u3001\u3044\u304b\u306b\u3057\u3066\u53ce\u7a6b\u91cf\u304c\u9759\u304b\u306b\u5931\u308f\u308c\u3066\u3044\u304f\u304b\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002.<\/p>\n<h2>\u4eca\u56de\u306e\u53ce\u7a6b\u306b\u304a\u3051\u308b\u53ce\u91cf\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/h2>\n<p>\u304d\u308c\u3044\u306a\u5730\u56f3\u306f3\u3064\u306e\u6bb5\u968e\u3092\u7d4c\u3066\u4f5c\u6210\u3055\u308c\u308b\u304c\u3001\u305d\u306e\u3046\u3061\u673a\u4e0a\u3067\u884c\u308f\u308c\u308b\u306e\u306f1\u6bb5\u968e\u306e\u307f\u3067\u3042\u308b\u3002.<\/p>\n<ol>\n<li><strong>\u53ce\u7a6b\u524d\uff1a\u53ce\u91cf\u30e2\u30cb\u30bf\u30fc\u3092\u6821\u6b63\u3059\u308b\u3002.<\/strong> \u8a08\u91cf\u30ef\u30b4\u30f3\u307e\u305f\u306f\u8a8d\u5b9a\u30b9\u30b1\u30fc\u30eb\u306b\u5bfe\u3057\u3066\u6821\u6b63\u8ca0\u8377\u3092\u5b9f\u884c\u3057\u3001\u4f5c\u7269\u3054\u3068\u3001\u53ef\u80fd\u306a\u5834\u5408\u306f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u3054\u3068\u306b\u518d\u6821\u6b63\u3057\u3001\u6c34\u5206\u304c\u6570\u30dd\u30a4\u30f3\u30c8\u4ee5\u4e0a\u5909\u5316\u3057\u305f\u5834\u5408\u306f\u518d\u5ea6\u518d\u6821\u6b63\u3057\u307e\u3059\u3002\u5927\u5b66\u306e\u30ac\u30a4\u30c0\u30f3\u30b9\u306a\u3069 <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/crops.extension.iastate.edu\/\">\u30a2\u30a4\u30aa\u30ef\u5dde\u7acb\u5927\u5b66\u666e\u53ca\u5c40\u53ce\u91cf\u30e2\u30cb\u30bf\u30fc\u6821\u6b63\u30ea\u30bd\u30fc\u30b9<\/a> \u5b9f\u969b\u306b\u53ce\u7a6b\u3059\u308b\u901f\u5ea6\u3068\u6d41\u91cf\u306e\u7bc4\u56f2\u5168\u4f53\u306b\u308f\u305f\u3063\u3066\u8907\u6570\u56de\u306b\u5206\u3051\u3066\u7a4d\u8f09\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002\u90fd\u5408\u306e\u826f\u30441\u56de\u306e\u7a4d\u8f09\u3067\u306f\u63a8\u5968\u3057\u307e\u305b\u3093\u3002.<\/li>\n<li><strong>\u53ce\u7a6b\u671f\u306b\u306f\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u306b\u6ce8\u529b\u3057\u307e\u3057\u3087\u3046\u3002.<\/strong> \u4f5c\u696d\u4e2d\u306f\u4e00\u5b9a\u306e\u8d70\u884c\u901f\u5ea6\u3092\u7dad\u6301\u3057\u3001\u5703\u5834\u306e\u72b6\u6cc1\u304c\u8a31\u3059\u9650\u308a\u30d8\u30c3\u30c0\u30fc\u5e45\u3044\u3063\u3071\u3044\u306b\u4f5c\u696d\u3092\u884c\u3044\u3001\u5404\u4f5c\u696d\u533a\u9593\u306b\u5165\u3063\u305f\u5f8c\u306f\u6570\u79d2\u9593\u6a5f\u68b0\u3092\u843d\u3061\u7740\u304b\u305b\u3066\u304f\u3060\u3055\u3044\u3002\u4e00\u5b9a\u306e\u901f\u5ea6\u3067\u5168\u5e45\u306e\u4f5c\u696d\u533a\u9593\u3092\u8d70\u884c\u3059\u308c\u3070\u3001\u6e05\u6383\u5de5\u7a0b\u3067\u4fee\u5fa9\u3059\u308b\u5fc5\u8981\u306e\u3042\u308b\u4f5c\u696d\u533a\u9593\u306f1\u3064\u6e1b\u308a\u307e\u3059\u3002.<\/li>\n<li><strong>\u53ce\u7a6b\u5f8c\uff1a\u30d5\u30a1\u30a4\u30eb\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3068\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3044\u307e\u3059\u3002.<\/strong> \u81ea\u52d5\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30d5\u30e9\u30b0\u306f\u3001\u6d41\u91cf\u9045\u5ef6\u30aa\u30d5\u30bb\u30c3\u30c8\u3001\u30e9\u30f3\u30d7\u30dd\u30a4\u30f3\u30c8\u3001\u30aa\u30fc\u30d0\u30fc\u30e9\u30c3\u30d7\u4f4e\u3001\u6c34\u5206\u30b9\u30d1\u30a4\u30af\u3001GPS\u30b8\u30e3\u30f3\u30d7\u3001\u304a\u3088\u3073\u901f\u5ea6\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8\u30921\u56de\u306e\u5b9f\u884c\u3067\u691c\u51fa\u3057\u307e\u3059\u3002GeoPard\u306e <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/geopard.tech\/jp\/%e3%83%96%e3%83%ad%e3%82%b0\/%e8%87%aa%e5%8b%95%e5%8f%8e%e9%87%8f%e3%83%87%e3%83%bc%e3%82%bf%e3%82%af%e3%83%aa%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%81%8a%e3%82%88%e3%81%b3%e3%82%ad%e3%83%a3%e3%83%aa%e3%83%96%e3%83%ac%e3%83%bc\/\">\u81ea\u52d5\u53ce\u91cf\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3<\/a> \u30a4\u30f3\u30dd\u30fc\u30c8\u6642\u306b\u3053\u308c\u3092\u5b9f\u884c\u3057\u3001\u305d\u306e\u5f8c\u3001\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u969b\u306b\u7d0d\u54c1\u3055\u308c\u305f\u91cd\u91cf\u306b\u5408\u308f\u305b\u3066\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u305f\u3081\u3001\u30de\u30c3\u30d7\u306f\u30b9\u30b1\u30fc\u30eb\u30c1\u30b1\u30c3\u30c8\u3068\u4e00\u81f4\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30de\u30c3\u30d7\u81ea\u4f53\u3068\u3082\u4e00\u81f4\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002 <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/docs.geopard.tech\/geopard-tutorials\/agronomy\/yield-calibration-and-cleaning\">\u53ce\u91cf\u6821\u6b63\u3068\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/a> \u8a2d\u5b9a\u753b\u9762\u3054\u3068\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002.<\/li>\n<li><strong>\u7d50\u679c\u306e\u59a5\u5f53\u6027\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002.<\/strong> \u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e\u5408\u8a08\u3092\u30d5\u30a3\u30fc\u30eb\u30c9\u3054\u3068\u306e\u30a8\u30ec\u30d9\u30fc\u30bf\u30fc\u306e\u9818\u53ce\u66f8\u3068\u6bd4\u8f03\u3057\u3001\u30de\u30c3\u30d7\u3092\u76ee\u8996\u3067\u6b8b\u3055\u308c\u305f\u30b9\u30c8\u30e9\u30a4\u30d7\u3092\u63a2\u3057\u307e\u3059\u3002\u6700\u521d\u306b\u751f\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u691c\u67fb\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u305d\u308c\u3092 <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/geopard.tech\/jp\/%e3%83%95%e3%82%a3%e3%83%bc%e3%83%ab%e3%83%89%e3%83%87%e3%83%bc%e3%82%bf%e3%82%a8%e3%82%af%e3%82%b9%e3%83%97%e3%83%ad%e3%83%bc%e3%83%a9%e3%83%bc\/\">GeoPard\u30d5\u30a3\u30fc\u30eb\u30c9\u30c7\u30fc\u30bf\u30a8\u30af\u30b9\u30d7\u30ed\u30fc\u30e9\u30fc<\/a> \u30d6\u30e9\u30a6\u30b6\u306b\u8868\u793a\u3055\u308c\u308b\u70b9\u7fa4\u30d1\u30bf\u30fc\u30f3\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30d5\u30a1\u30a4\u30eb\u306f\u3042\u306a\u305f\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u4e0a\u306b\u4fdd\u5b58\u3055\u308c\u3001\u4f55\u3082\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u307e\u305b\u3093\u3002.<\/li>\n<\/ol>\n<p>\u6e05\u6383\u57fa\u6e96\u306f\u4e07\u80fd\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5747\u4e00\u306a\u30c8\u30a6\u30e2\u30ed\u30b3\u30b7\u7551\u306b\u9069\u3057\u305f\u57fa\u6e96\u306f\u3001\u591a\u69d8\u306a\u7551\u3067\u306f\u53b3\u3057\u3059\u304e\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u6e05\u6383\u5f8c\u306e\u51e6\u7406\u306b\u95a2\u3059\u308b\u6c7a\u5b9a\u3092\u4e0b\u3059\u524d\u306b\u3001\u8fb2\u5b66\u8005\u3084\u5730\u57df\u306e\u63a8\u5968\u4e8b\u9805\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u3066\u3001\u9664\u53bb\u3057\u305f\u4f5c\u7269\u3084\u690d\u7269\u306e\u7a2e\u985e\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002.<\/p>\n<figure><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-3-harvesters.jpg?w=1200&#038;quality=90\" alt=\"3\u53f0\u306e\u53ce\u7a6b\u6a5f\u304b\u3089\u306e\u751f\u53ce\u91cf\u30de\u30c3\u30d7\u3068\u3001\u6d17\u6d44\u30fb\u8abf\u6574\u6e08\u307f\u306e\u7d50\u679c\u3001\u304a\u3088\u3073\u305d\u308c\u305e\u308c\u306e\u7d71\u8a08\u60c5\u5831\u3002\" title=\"\u540c\u3058\u53ce\u7a6b\u91cf\u3067\u30013\u53f0\u306e\u6a5f\u68b0\u3092\u4f7f\u7528\u3002\u5de6\u5074\u306f\u672a\u51e6\u7406\u306e\u72b6\u614b\u3067\u3001\u7551\u306e\u9762\u7a4d\u306e106\uff05\u3092\u5360\u3081\u3066\u3044\u308b\u3002\u53f3\u5074\u306f\u6d17\u6d44\u6e08\u307f\u306e\u72b6\u614b\u3067\u300194\uff05\u3092\u5360\u3081\u3066\u3044\u308b\u3002.\"><figcaption>\u540c\u3058\u53ce\u7a6b\u91cf\u3067\u30013\u53f0\u306e\u6a5f\u68b0\u3092\u4f7f\u7528\u3002\u5de6\u5074\u306f\u672a\u51e6\u7406\u306e\u72b6\u614b\u3067\u3001\u7551\u306e\u9762\u7a4d\u306e106\uff05\u3092\u5360\u3081\u3066\u3044\u308b\u3002\u53f3\u5074\u306f\u6d17\u6d44\u6e08\u307f\u306e\u72b6\u614b\u3067\u300194\uff05\u3092\u5360\u3081\u3066\u3044\u308b\u3002.<\/figcaption><\/figure>\n<h2>\u30af\u30ea\u30fc\u30f3\u306a\u53ce\u91cf\u30c7\u30fc\u30bf\u304c\u5f8c\u3005\u306e\u5229\u76ca\u306b\u3064\u306a\u304c\u308b\u7406\u7531<\/h2>\n<p>\u5229\u56de\u308a\u30de\u30c3\u30d7\u306f\u6700\u7d42\u6210\u679c\u7269\u3068\u306a\u308b\u3053\u3068\u306f\u7a00\u3067\u3059\u3002\u7ba1\u7406\u533a\u57df\u306e\u8a2d\u5b9a\u3001\u5909\u52d5\u91d1\u5229\u306e\u51e6\u65b9\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u7269\u4ef6\u306e\u6bd4\u8f03\u3001\u8cc3\u6599\u3084\u6295\u8cc7\u53ce\u76ca\u7387\u306e\u8a08\u7b97\u306a\u3069\u306b\u5229\u7528\u3055\u308c\u307e\u3059\u304c\u3001\u30de\u30c3\u30d7\u306b\u542b\u307e\u308c\u308b\u3042\u3089\u3086\u308b\u8aa4\u5dee\u304c\u3001\u3053\u308c\u3089\u306e\u8a08\u7b97\u904e\u7a0b\u306b\u3088\u3063\u3066\u3055\u3089\u306b\u5897\u5e45\u3055\u308c\u3066\u3057\u307e\u3046\u306e\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30be\u30fc\u30f3<\/strong> \u91cd\u8907\u3059\u308b\u4f4e\u30ec\u30d9\u30eb\u306b\u57fa\u3065\u3044\u3066\u63cf\u753b\u3059\u308b\u3068\u3001\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u304c\u30d1\u30b9\u3092\u5b8c\u4e86\u3057\u305f\u5834\u6240\u306b\u300c\u4e0d\u826f\u300d\u30be\u30fc\u30f3\u304c\u8a2d\u5b9a\u3055\u308c\u3001\u6b21\u306e\u30b7\u30fc\u30ba\u30f3\u306e\u5165\u529b\u304c\u6a5f\u68b0\u3092\u8ffd\u3044\u304b\u3051\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002.<\/li>\n<li><strong>VRA\u51e6\u65b9\u7b8b<\/strong> \u5168\u4f53\u306e\u30d5\u30a1\u30a4\u30eb\u30b7\u30d5\u30c8\u30ec\u30fc\u30c8\u304c\u8aa4\u3063\u3066\u8abf\u6574\u3055\u308c\u305f\u7d50\u679c\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u5168\u4f53\u304c\u9593\u9055\u3063\u305f\u65b9\u5411\u306b\u30b7\u30d5\u30c8\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3002.<\/li>\n<li><strong>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u3068\u8a66\u9a13\u306e\u6bd4\u8f03<\/strong> 1\u30a8\u30fc\u30ab\u30fc\u3042\u305f\u308a\u6570\u30d6\u30c3\u30b7\u30a7\u30eb\u306e\u5dee\u3067\u6c7a\u307e\u308b\u304c\u3001\u3053\u308c\u306f\u672a\u51e6\u7406\u30d5\u30a1\u30a4\u30eb\u306e\u8aa4\u5dee\u7bc4\u56f2\u5185\u306b\u5341\u5206\u53ce\u307e\u308b\u3002.<\/li>\n<li><strong>\u8cc3\u6599\u3068\u6295\u8cc7\u53ce\u76ca\u7387\u306b\u95a2\u3059\u308b\u610f\u601d\u6c7a\u5b9a<\/strong> \u30c7\u30fc\u30bf\u8aa4\u5dee\u304c10\uff05\u3082\u3042\u308b\u8fb2\u5834\u3067\u306f\u3001\u4ed6\u4eba\u306e\u7551\u3067\u4e0b\u3055\u308c\u305f\u6c7a\u5b9a\u306b\u57fa\u3065\u3044\u3066\u7d4c\u55b6\u5224\u65ad\u304c\u4e0b\u3055\u308c\u308b\u3053\u3068\u306b\u306a\u308b\u3002.<\/li>\n<\/ul>\n<p>\u30b3\u30b9\u30c8\u306e\u975e\u5bfe\u79f0\u6027\u3053\u305d\u304c\u3001\u6e05\u6383\u4f5c\u696d\u3092\u5bb9\u6613\u306b\u5224\u65ad\u3067\u304d\u308b\u7406\u7531\u3067\u3059\u3002\u81ea\u52d5\u5316\u3055\u308c\u305f\u4f5c\u696d\u3067\u3042\u308c\u3070\u30011\u3064\u306e\u5703\u5834\u3042\u305f\u308a\u6570\u5206\u3067\u6e08\u307f\u307e\u3059\u304c\u3001\u30be\u30fc\u30f3\u30de\u30c3\u30d7\u306e\u8aa4\u308a\u3084\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u54c1\u7a2e\u306e\u9078\u629e\u30df\u30b9\u306f\u3001\u4f55\u30b7\u30fc\u30ba\u30f3\u306b\u3082\u308f\u305f\u3063\u3066\u5f71\u97ff\u3092\u53ca\u307c\u3057\u307e\u3059\u3002.<\/p>\n<h2>\u6b69\u7559\u307e\u308a\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n<h3>\u30e2\u30cb\u30bf\u30fc\u306e\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u3046\u307e\u304f\u3044\u3063\u3066\u3044\u308c\u3070\u3001\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306f\u7701\u7565\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u3044\u3044\u3048\u3002\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u6e2c\u5b9a\u30ec\u30d9\u30eb\u3092\u56fa\u5b9a\u3059\u308b\u3082\u306e\u3067\u3042\u3063\u3066\u3001\u69cb\u9020\u3092\u56fa\u5b9a\u3059\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6d41\u91cf\u306e\u9045\u5ef6\u3001\u91cd\u306a\u308a\u3001\u50be\u659c\u3001GPS\u306e\u30b8\u30e3\u30f3\u30d7\u306a\u3069\u306f\u3001\u5b8c\u74a7\u306b\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u3055\u308c\u305f\u6a5f\u68b0\u3067\u3082\u767a\u751f\u3057\u307e\u3059\u3002\u4fe1\u983c\u3067\u304d\u308b\u5730\u56f3\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u3001\u9069\u5207\u306a\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u53ce\u7a6b\u5f8c\u306e\u6d17\u6d44\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002.<\/p>\n<h3>\u6307\u6458\u3055\u308c\u305f\u7b87\u6240\u306f\u524a\u9664\u3059\u3079\u304d\u304b\u3001\u305d\u308c\u3068\u3082\u4fee\u6b63\u3059\u3079\u304d\u304b\uff1f<\/h3>\n<p>\u30a8\u30e9\u30fc\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u3001\u4e21\u65b9\u3068\u3082\u9069\u7528\u3055\u308c\u307e\u3059\u3002\u6d41\u91cf\u9045\u5ef6\u306b\u3088\u308b\u4f4d\u7f6e\u305a\u308c\u306f\u3001\u53ce\u652f\u5024\u81ea\u4f53\u306f\u5b9f\u5728\u3059\u308b\u3082\u306e\u306e\u4f4d\u7f6e\u306e\u307f\u304c\u9593\u9055\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u4fee\u6b63\u3055\u308c\u307e\u3059\u3002\u30e9\u30f3\u30d7\u30dd\u30a4\u30f3\u30c8\u3001\u30aa\u30fc\u30d0\u30fc\u30e9\u30c3\u30d7\u30ed\u30fc\u3001GPS\u30b8\u30e3\u30f3\u30d7\u306f\u3001\u5024\u81ea\u4f53\u304c\u53ce\u652f\u5024\u3067\u306f\u306a\u3044\u305f\u3081\u524a\u9664\u3055\u308c\u307e\u3059\u3002\u81ea\u52d5\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u30a8\u30e9\u30fc\u306e\u7a2e\u985e\u3054\u3068\u306b\u9069\u5207\u306a\u51e6\u7406\u3092\u9069\u7528\u3057\u3001\u5909\u66f4\u5185\u5bb9\u3092\u5831\u544a\u3057\u307e\u3059\u3002.<\/p>\n<h3>\u4fee\u6b63\u5f8c\u306e\u5730\u56f3\u304c\u6b63\u3057\u3044\u304b\u3069\u3046\u304b\u3001\u3069\u3046\u3059\u308c\u3070\u78ba\u8a8d\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u78ba\u8a8d\u4e8b\u9805\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u307e\u305a\u3001\u53ce\u7a6b\u5f8c\u306e\u5703\u5834\u5168\u4f53\u306e\u91cd\u91cf\u304c\u3001\u8a08\u91cf\u5668\u3084\u30a8\u30ec\u30d9\u30fc\u30bf\u30fc\u3067\u8a08\u6e2c\u3057\u305f\u53ce\u7a6b\u91cd\u91cf\u3068\u307b\u307c\u4e00\u81f4\u3059\u308b\u3053\u3068\u3002\u6b21\u306b\u3001\u5730\u56f3\u4e0a\u306e\u30d1\u30bf\u30fc\u30f3\u304c\u3001\u8d70\u884c\u30d1\u30bf\u30fc\u30f3\u3067\u306f\u306a\u304f\u3001\u571f\u58cc\u306e\u5909\u5316\u3084\u5730\u5f62\u3068\u3044\u3063\u305f\u5703\u5834\u306e\u7279\u5fb4\u306b\u6cbf\u3063\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u3082\u3057\u7e1e\u6a21\u69d8\u304c\u30b3\u30f3\u30d0\u30a4\u30f3\u306e\u8d70\u884c\u30d1\u30bf\u30fc\u30f3\u306b\u6cbf\u3063\u3066\u6b8b\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u307e\u3060\u53ce\u7a6b\u3059\u3079\u304d\u3082\u306e\u304c\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002.<\/p>\n<figure><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-similar-to-Field-Potential-zones.jpg?w=1200&#038;quality=90\" alt=\"\u751f\u53ce\u91cf\u3001\u6d17\u6d44\u5f8c\u306e\u7d50\u679c\u3001\u304a\u3088\u3073\u540c\u4e00\u5703\u5834\u306b\u304a\u3051\u308b\u8907\u6570\u5e74\u306b\u308f\u305f\u308b\u5703\u5834\u6f5c\u5728\u30be\u30fc\u30f3\" title=\"\u91cd\u8981\u306a\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\uff1a\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u5730\u56f3\u306f\u3001\u8907\u6570\u5e74\u306b\u308f\u305f\u308b\u6cb9\u7530\u958b\u767a\u306e\u53ef\u80fd\u6027\u3068\u540c\u3058\u30d1\u30bf\u30fc\u30f3\u3092\u793a\u3057\u3066\u3044\u308b\u3002.\"><figcaption>\u91cd\u8981\u306a\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\uff1a\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u5730\u56f3\u306f\u3001\u8907\u6570\u5e74\u306b\u308f\u305f\u308b\u6cb9\u7530\u958b\u767a\u306e\u53ef\u80fd\u6027\u3068\u540c\u3058\u30d1\u30bf\u30fc\u30f3\u3092\u793a\u3057\u3066\u3044\u308b\u3002.<\/figcaption><\/figure>","protected":false},"excerpt":{"rendered":"<p>\u53ce\u91cf\u30e2\u30cb\u30bf\u30fc\u306e\u751f\u30c7\u30fc\u30bf\u306b\u3069\u306e\u3088\u3046\u306a\u8aa4\u308a\u304c\u3042\u308b\u306e\u304b\u3001\u305d\u3057\u3066\u53ce\u7a6b\u524d\u3001\u53ce\u7a6b\u4e2d\u3001\u53ce\u7a6b\u5f8c\u306b\u30c7\u30fc\u30bf\u3092\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3059\u308b\u305f\u3081\u306e\u5b9f\u8df5\u7684\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002.<\/p>","protected":false},"author":210157960,"featured_media":8230,"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":[1368],"tags":[1824,1834,1820],"class_list":["post-14011","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-yield","tag-field-variability","tag-precision-agriculture-best-practices","tag-yield-maps"],"acf":[],"yoast_head":"<!-- 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