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Computer-implemented methods, computer readable medium and systems for generating a satellite data model for a precision agriculture platform
Computer-implemented methods, computer readable medium and systems for generating a satellite data model for a precision agriculture platform
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机译:用于为精密农业平台生成卫星数据模型的计算机实现的方法,计算机可读介质和系统
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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.
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