Patent Document ID: 20180035605
Application ID: 15231505
Patent Flag: 0

Claim One:
1. A method comprising: an agricultural intelligence computer receiving one or more band values for one or more pixels of one or more remote sensing images and, for each pixel of the one or more pixels, a corresponding nitrogen ground truth value of a nitrogen variable for the pixel; the agricultural intelligence computer training a mapping function based on the one or more band values for the one or more pixels and, for each pixel of the one or more pixel, the corresponding nitrogen ground truth value, wherein the mapping function maps between a set of features related to the one or more band values of the one or more pixels and an estimated value of the nitrogen variable; the agricultural intelligence computer receiving a new remote sensing image, wherein the new remote sensing image specifies, for one or more pixel of the new remote sensing image, one or more band values for the pixel of the new remote sensing image; the agricultural intelligence computer generating, for each pixel of the one or more pixels of the new remote sensing image, an respective estimated value of the nitrogen variable for the pixel using the mapping function; the agricultural intelligence computer sending, for each pixel of the one or more pixels, the respective estimated value of the nitrogen variable for the pixel to a field manager computing device.