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Computer-implemented methods, computer readable medium and systems for a precision agriculture platform that integrates a satellite date model and an orchard data model

机译:计算机实现的方法,计算机可读介质和系统,用于精密农业平台,集成卫星日期模型和果园数据模型

摘要

A computer platform implements a precision agriculture system that predicts output conditions, such as diseases, salt damage, soil problems, water leaks and generic anomalies, for orchards under analysis. The computer platform stores site and crop datasets and processed satellite image for the orchards. An orchard data learned model predicts a propensity for existence of output conditions associated with the permanent crops based on the data values for the variables of the site and crop datasets. Also, a satellite model predicts a propensity for existence of the output conditions at the orchard based on processed satellite images. A precision agriculture management model is disclosed that integrates the orchard data learned model with the satellite model to accurately predict the output conditions.
机译:电脑平台实现了一种精密农业系统,可预测分析果园的疾病,腐害,土壤问题,水泄漏和普通异常等输出条件。 计算机平台存储网站和裁剪数据集并为果园处理卫星图像。 果园数据学习模型基于站点和裁剪数据集的变量的数据值预测与永久性作物相关的输出条件的存在倾向。 此外,卫星模型基于处理的卫星图像预测果园输出条件的存在倾向。 公开了一种精确的农业管理模型,将果园数据学习模型与卫星模型集成,以准确地预测输出条件。

著录项

  • 公开/公告号US11100264B2

    专利类型

  • 公开/公告日2021-08-24

    原文格式PDF

  • 申请/专利权人 HARRIS LEE COHEN;

    申请/专利号US201715594377

  • 发明设计人 HARRIS LEE COHEN;

    申请日2017-05-12

  • 分类号G06F30/20;G06K9;G06N20;G06Q10/04;G06N3/08;A01B79;G06Q50/02;

  • 国家 US

  • 入库时间 2022-08-24 20:44:38

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