{"id":74351,"date":"2023-12-11T09:21:48","date_gmt":"2023-12-11T14:21:48","guid":{"rendered":"https:\/\/www.agribusinessglobal.com\/?p=74351"},"modified":"2023-12-13T14:41:18","modified_gmt":"2023-12-13T19:41:18","slug":"the-digital-tools-ag-companies-must-have-in-their-crop-input-toolbox","status":"publish","type":"post","link":"https:\/\/www.agribusinessglobal.com\/zh\/agtech\/the-digital-tools-ag-companies-must-have-in-their-crop-input-toolbox\/","title":{"rendered":"\u519c\u4e1a\u516c\u53f8\u4f5c\u7269\u6295\u5165\u5de5\u5177\u7bb1\u4e2d\u5fc5\u987b\u914d\u5907\u7684\u6570\u5b57\u5de5\u5177"},"content":{"rendered":"<p>\u79cd\u690d\u8005\u7684\u73b0\u573a\u7ecf\u7406\u6253\u5f00\u9996\u9009\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd (GenAI) \u5e94\u7528\u7a0b\u5e8f\uff0c\u8be5\u5e94\u7528\u7a0b\u5e8f\u4e13\u4e3a\u519c\u4e1a\u4f01\u4e1a\u7528\u4f8b\u8bbe\u8ba1\uff0c\u5e76\u901a\u8fc7\u5e94\u7528\u7a0b\u5e8f\u7684\u804a\u5929\u529f\u80fd\u8f93\u5165\u95ee\u9898\u3002<\/p>\n<p><em>\u201c\u8003\u8651\u5230\u6211\u7684\u5927\u8c46\u4f5c\u7269\u76ee\u524d\u7684\u6210\u719f\u5ea6\u3001\u5373\u5c06\u5230\u6765\u7684\u5929\u6c14\u5fae\u9884\u62a5\u3001\u6700\u8fd1\u7684\u964d\u6c34\u91cf\u4ee5\u53ca\u8be5\u7279\u5b9a\u7530\u5730\u7684\u571f\u58e4\u72b6\u51b5\uff0c\u4e0b\u5468\u4f55\u65f6\u662f\u704c\u6e89\u548c\u55b7\u6d12\u8be5\u7530\u5730\u7684\u6700\u4f73\u65f6\u95f4\uff0c\u4ee5\u53ca\u704c\u6e89\u91cf\u662f\u591a\u5c11\uff1f\u201d<\/em><\/p>\n<p>\u5f88\u5feb\uff0c\u79cd\u690d\u8005\u5c31\u4f1a\u6839\u636e\u4ed6\u6216\u5979\u63d0\u4f9b\u7684\u53c2\u6570\u5f97\u5230\u8be6\u7ec6\u7684\u7b54\u6848\uff0c\u8fd9\u4e9b\u53c2\u6570\u662f\u901a\u8fc7\u5bf9\u4e0d\u540c\u6765\u6e90\u7684\u5927\u91cf\u6570\u636e\u8fdb\u884c\u5206\u6790\u5f97\u51fa\u7684\uff0c\u8fd9\u4e9b\u6765\u6e90\u5305\u62ec\u79cd\u5b50\u63d0\u4f9b\u5546\u3001\u6740\u83cc\u5242\u5236\u9020\u5546\u3001\u73b0\u573a\u8fde\u63a5\u7684\u4f20\u611f\u5668\u3001\u5386\u53f2\u5929\u6c14\u548c\u964d\u6c34\u6570\u636e\u7b49\u3002<\/p>\n<p>\u5c3d\u7ba1\u8fd9\u6837\u7684\u573a\u666f\u5728\u51e0\u5e74\u524d\u8fd8\u663e\u5f97\u6709\u4e9b\u7275\u5f3a\uff0c\u4f46\u5bf9\u4e8e\u90a3\u4e9b\u5bfb\u6c42\u6839\u636e\u5f53\u4eca\u73b0\u5b9e\u548c\u4f18\u5148\u4e8b\u9879\uff08\u5305\u62ec\u6c14\u5019\u53d8\u5316\u3001\u6781\u7aef\u5929\u6c14\u9020\u6210\u7684\u7834\u574f\uff09\u6765\u4f18\u5316\u4f5c\u7269\u6295\u5165\u7684\u519c\u4e1a\u4f01\u4e1a\u6765\u8bf4\uff0c\u5b83\u4e0d\u4ec5\u6210\u4e3a\u4e00\u79cd\u53ef\u80fd\u6027\uff0c\u800c\u4e14\u6210\u4e3a\u4e00\u79cd\u771f\u6b63\u7684\u9009\u62e9\u3002\u5929\u6c14\u3001\u6218\u4e89\u3001\u4eba\u529b\u77ed\u7f3a\u3001\u78b3\u8db3\u8ff9\u76ee\u6807\u548c\u5408\u89c4\u8981\u6c42\u3001\u6ce2\u52a8\u7684\u5546\u54c1\u4ef7\u683c\u7b49\u7b49\u3002\u7531\u6570\u636e\u9a71\u52a8\u7684\u667a\u80fd\u6280\u672f\u5df2\u7ecf\u5728\u5e2e\u52a9\u4f01\u4e1a\u5c31\u4f5c\u7269\u6295\u5165\u505a\u51fa\u66f4\u597d\u7684\u51b3\u7b56\uff0c\u8fd9\u53cd\u8fc7\u6765\u53c8\u53ef\u4ee5\u5e26\u6765\u66f4\u9ad8\u6548\u3001\u66f4\u6709\u5f39\u6027\u548c\u53ef\u6301\u7eed\u7684\u751f\u4ea7\u5b9e\u8df5\uff0c\u5e76\u6700\u7ec8\u5e26\u6765\u66f4\u5f3a\u52b2\u7684\u4ea7\u91cf\u548c\u5229\u6da6\u3002\u6700\u7ec8\uff0c\u4ed6\u4eec\u53ef\u4ee5\u5e2e\u52a9\u79cd\u690d\u8005\u66f4\u597d\u5730\u7ba1\u7406\u4ece\u5929\u6c14\u548c\u571f\u58e4\u5065\u5eb7\u5230\u53ef\u6301\u7eed\u6027\u548c\u6c34\u8d44\u6e90\u77ed\u7f3a\u7b49\u4e00\u7cfb\u5217\u98ce\u9669\uff0c\u4ece\u800c\u5f7b\u5e95\u6539\u53d8\u519c\u4e1a\u548c\u98df\u54c1\u884c\u4e1a\u3002<\/p>\n<p>\u4ee5\u5357\u90e8\u975e\u6d32\u4e3a\u4f8b\uff0c <a href=\"https:\/\/www.res.co.sz\/\" target=\"_blank\" rel=\"noopener\">\u7687\u5bb6\u65af\u5a01\u58eb\u5170\u7cd6\u4e1a\u516c\u53f8<\/a> (RES) \u662f\u4e00\u5bb6\u751f\u4ea7\u7528\u4e8e\u996e\u6599\u3001\u4e59\u9187\u548c\u5176\u4ed6\u4ea7\u54c1\u7684\u7cd6\u7684\u516c\u53f8\uff0c\u5df2\u7ecf\u5b9e\u65bd\u4e86 GenAI \u548c\u673a\u5668\u5b66\u4e60\u9a71\u52a8\u7684\u7cfb\u7edf\uff0c\u4ee5\u66f4\u597d\u5730\u7ba1\u7406\u519c\u573a\u548c\u7530\u95f4\u6570\u636e\u3001\u81ea\u52a8\u5316\u4efb\u52a1\u3001\u901a\u77e5\u81ea\u5df1\u7684\u519c\u573a\u548c\u7b2c\u4e09\u65b9\u79cd\u690d\u8005\u6709\u5173\u6700\u4f73\u6536\u83b7\u65f6\u673a\u7684\u4fe1\u606f\uff0c\u5e76\u5411\u4ed6\u4eec\u63d0\u4f9b\u7ba1\u7406\u4f5c\u7269\u6295\u5165\u4ee5\u63d0\u9ad8\u4ea7\u91cf\u7684\u6700\u4f73\u5b9e\u8df5\u3002<\/p>\n<p>\u6b63\u5982 RES \u7b49\u516c\u53f8\u6240\u8bc1\u660e\u7684\u90a3\u6837\uff0c\u4f5c\u7269\u6295\u5165\u7684\u667a\u80fd\u7ba1\u7406\u53ef\u4ee5\u5e26\u6765\u4e00\u7cfb\u5217\u597d\u5904\u3002\u8981\u8ba4\u8bc6\u5230\u8fd9\u4e9b\u597d\u5904\uff0c\u9996\u5148\u8981\u843d\u5b9e\u4ee5\u4e0b\u57fa\u672c\u6570\u5b57\u5143\u7d20\uff1a<\/p>\n<h2><strong>\u6570\u636e\u6536\u96c6\u548c\u6807\u51c6\u5316\u80fd\u529b<\/strong><\/h2>\n<p>\u6570\u636e\u5df2\u6210\u4e3a\u5e2e\u52a9\u519c\u4e1a\u4f01\u4e1a\u964d\u4f4e\u98ce\u9669\u548c\u5b9e\u73b0\u76c8\u5229\u7684\u91cd\u8981\u8d44\u6e90\uff0c\u5b83\u672c\u8eab\u4e5f\u5df2\u6210\u4e3a\u519c\u4f5c\u7269\u6295\u5165\u3002\u53ef\u4ee5\u4ece\u6570\u636e\u4e2d\u6536\u96c6\u5f88\u591a\u4fe1\u606f\uff0c\u65e0\u8bba\u6765\u6e90\u662f\u8054\u7f51\u8bbe\u5907\u3001\u73b0\u573a\u4f20\u611f\u5668\u3001\u79cd\u5b50\u548c\u80a5\u6599\u5236\u9020\u5546\uff0c\u8fd8\u662f\u4ef7\u503c\u94fe\u4e0a\u7684\u5176\u4ed6\u4eba\u3002\u7136\u800c\uff0c\u516c\u53f8\u901a\u5e38\u7f3a\u4e4f\u6807\u51c6\u6d41\u7a0b\u4ee5\u53ca\u6570\u636e\u7ba1\u7406\u548c\u5efa\u6a21\u5b9e\u8df5\u6765\u6536\u96c6\u548c\u6709\u6548\u5229\u7528\u8fd9\u4e9b\u6570\u636e\u3002<\/p>\n<p>\u968f\u7740\u516c\u53f8\u559c\u6b22\uff0c\u8fd9\u79cd\u60c5\u51b5\u5f00\u59cb\u6539\u53d8 <a href=\"https:\/\/agranimo.com\/\" target=\"_blank\" rel=\"noopener\">\u963f\u683c\u62c9\u5c3c\u83ab<\/a> \u4e3a\u66f4\u591a\u519c\u4e1a\u4f01\u4e1a\u63d0\u4f9b\u6536\u96c6\u548c\u7406\u89e3\u9ad8\u5ea6\u5177\u4f53\u6570\u636e\u7684\u5de5\u5177\uff0c\u5305\u62ec\u7530\u95f4\u7684\u5f53\u524d\u72b6\u51b5\u548c\u8d85\u672c\u5730\u5929\u6c14\u4fe1\u606f\u3002\u7136\u540e\u53ef\u4ee5\u5206\u6790\u6570\u636e\u4ee5\u89e6\u53d1\u5404\u79cd\u5e72\u9884\u63aa\u65bd\u3002<\/p>\n<p>\u901a\u8fc7\u6536\u96c6\u3001\u6807\u51c6\u5316\u548c\u7406\u89e3\u7ec4\u7ec7\u5185\u5916\u4e0d\u540c\u6765\u6e90\u7684\u6570\u636e\u7684\u80fd\u529b\uff0c\u519c\u4e1a\u4f01\u4e1a\u53ef\u4ee5\u5f00\u59cb\u5229\u7528\u667a\u80fd\u6570\u5b57\u5de5\u5177\u63d0\u4f9b\u7684\u4f18\u52bf\u3002<\/p>\n<h2><strong>\u9ad8\u7ea7 ML \u548c AI \u9a71\u52a8\u7684\u5206\u6790<\/strong><\/h2>\n<p>\u4eca\u5e74\u79cb\u5929\uff0c\u519c\u6c11\u53ef\u4ee5\u5229\u7528 Agranimo \u7b49\u516c\u53f8\u7684\u5206\u6790\u529f\u80fd\u6765\u66f4\u597d\u5730\u7ba1\u7406\u4e0e\u869c\u866b\u7b49\u79cb\u5b63\u5bb3\u866b\u76f8\u5173\u7684\u98ce\u9669\uff0c\u5229\u7528\u5f53\u5730\u5929\u6c14\u6570\u636e\u548c\u5176\u4ed6\u8f93\u5165\u6765\u786e\u5b9a\u4f55\u65f6\u6761\u4ef6\u6700\u9002\u5408\u5bb3\u866b\u53d1\u5c55\uff0c\u8fd9\u53cd\u8fc7\u6765\u53c8\u4f1a\u5f15\u53d1\u9488\u5bf9\u5bb3\u866b\u7684\u5efa\u8bae\u3002\u6700\u4f73\u6cbb\u7597\u7a97\u53e3\u548c\u5176\u4ed6\u9ad8\u5ea6\u5177\u4f53\u7684\u5e72\u9884\u63aa\u65bd\u3002\u4e3a\u4e86\u652f\u6301\u5176\u519c\u4e1a\u4f01\u4e1a\u5ba2\u6237\uff0c\u536b\u661f\u6570\u636e\u516c\u53f8 Vista GmbH <a href=\"https:\/\/www.linkedin.com\/pulse\/food-water-energy-nexus-vista-digital-twin-tobias-fausch\/\" target=\"_blank\" rel=\"noopener\">\u4f7f\u7528\u536b\u661f\u6570\u636e\u548c\u6570\u5b57\u5b6a\u751f\u6a21\u578b\u8fdb\u884c\u4f5c\u7269\u9884\u6d4b\u548c\u4f18\u5316<\/a>\u3002\u5728\u53e6\u4e00\u4e2a\u6d89\u53ca\u9ad8\u7ea7\u5206\u6790\u7684\u7528\u4f8b\u4e2d\uff0c\u5fb7\u56fd\u79cd\u5b50\u751f\u4ea7\u5546 KWS <a href=\"https:\/\/www.kws.com\/us\/en\/company\/press\/world-of-farming\/how-farmers-benefit-from-drones-in-plant-breeding\/\" target=\"_blank\" rel=\"noopener\">\u5c06\u667a\u80fd\u6280\u672f\u5e94\u7528\u4e8e\u65e0\u4eba\u673a\u62cd\u6444\u7684\u7530\u91ce\u822a\u62cd\u7167\u7247<\/a> \u52a0\u5feb\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\uff0c\u4ee5\u68c0\u6d4b\u771f\u83cc\u611f\u67d3\u3001\u571f\u58e4\u72b6\u51b5\u548c\u53f6\u7eff\u7d20\u6c34\u5e73\u7b49\u56e0\u7d20\u3002<\/p>\n<p>\u201c\u672a\u6765\uff0c\u6211\u4eec\u5c06\u4ece\u73b0\u573a\u83b7\u5f97\u8d8a\u6765\u8d8a\u591a\u7684\u6570\u636e\u3002\u8fd9\u5c06\u5e2e\u52a9\u6211\u4eec\u7684\u519c\u4e1a\u5ba2\u6237\u4f18\u5316\u80a5\u6599\u3001\u6c34\u548c\u4f5c\u7269\u4fdd\u62a4\u7684\u6295\u5165\uff0c\u4f7f\u4ed6\u4eec\u80fd\u591f\u5c3d\u53ef\u80fd\u53ef\u6301\u7eed\u5730\u5de5\u4f5c\u3002\u201dKWS \u5168\u7403 IT \u4e3b\u7ba1\u517c\u9996\u5e2d\u4fe1\u606f\u5b98 Jens Hittmeyer \u8bf4\u9053\u3002<\/p>\n<p>\u5b83\u8fd8\u544a\u77e5\u8be5\u516c\u53f8\u6b63\u5728\u52aa\u529b\u66f4\u5feb\u5730\u5f00\u53d1\u65b0\u7684\u6297\u75c5\u690d\u7269\u54c1\u79cd\u3002 \u201c\u519c\u6c11\u5e0c\u671b\u4f7f\u7528\u80fd\u591f\u7cbe\u786e\u6ee1\u8db3\u4ed6\u4eec\u4e2a\u4eba\u9700\u6c42\u7684\u79cd\u5b50\uff0c\u201dKWS \u8d1f\u8d23\u5f00\u53d1\u6570\u5b57\u8868\u578b\u5206\u6790\u6280\u672f\u7684 Christoph Bauer \u535a\u58eb\u8bf4\u9053\u3002 KWS \u5185\u90e8\u5f00\u53d1\u7684\u65b0\u6570\u5b57\u5de5\u5177\u652f\u6301\u80b2\u79cd\u8005\u4ece\u6570\u5341\u4e07\u79cd\u690d\u7269\u4e2d\u6311\u9009\u6700\u9002\u5408\u5176\u5de5\u4f5c\u7684\u690d\u7269\u3002<\/p>\n<p>\u6b63\u5982\u8fd9\u4e9b\u7528\u4f8b\u6240\u793a\uff0cGenAI \u6a21\u578b\u53ef\u4ee5\u4e3a\u79cd\u690d\u6a21\u5f0f\u3001\u65bd\u80a5\u3001\u7528\u6c34\/\u704c\u6e89\u3001\u4f5c\u7269\u4fdd\u62a4\u3001\u54c1\u79cd\u9009\u62e9\u3001\u6536\u83b7\u7b49\u63d0\u4f9b\u5efa\u8bae\uff0c\u652f\u6301\u4eba\u7c7b\u51b3\u7b56\u8fc7\u7a0b\u3002<\/p>\n<h2><strong>\u8ddf\u8e2a\u3001\u8ffd\u6eaf\u548c\u62a5\u544a\u529f\u80fd<\/strong><\/h2>\n<p>\u53cd <a href=\"https:\/\/www.fmi.org\/blog\/view\/fmi-blog\/2022\/02\/09\/consumers-continue-to-value-transparency-as-perspectives-evolve\" target=\"_blank\" rel=\"noopener\">2022 \u5e74\u8c03\u67e5<\/a> \u98df\u54c1\u7ba1\u7406\u7814\u7a76\u6240\u548c NielsenIQ 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