Method of predicting crop yield loss due to N-deficiency
View Patent ↗A method for determining the yield loss of a crop using remote sensor data is described. The yield loss is determined using the reflectivity of green light by the crop canopy measured from remote sensor data such as an aerial photograph that is digitized and spatially referenced to the field's longitude and latitude. Green pixel values from the aerial photograph, expressed relative to green pixel values from well-fertilized areas of the field, are transformed to yield losses using a linear transformation that was developed using empirical data. A similar method is described to determine recommended nitrogen fertilization rates for the crop fields. The yield loss data is useful for nitrogen fertilization management, as it allows a producer of crops to weigh the expense of fertilization against the loss of revenue due to yield loss.
1. A method of determining a nitrogen fertilization rate of a crop field at mid-season to ameliorate nitrogen deficiency using a spatially referenced map of relative green values (RG), wherein each RG comprises the reflectivity of green light at a location in a canopy of the crop field relative to a reference RG, the method comprising:
a. estimating an economically optimal nitrogen rate (EONR) corresponding to each RG of the spatially referenced map by substituting each RG into the equation
EONR= C 3 ×RG− C 4
wherein C 3 and C 4 are empirically derived constants; and
b. mapping each EONR corresponding to each RG onto a spatially referenced EONR map;
wherein each EONR comprises a recommended amount of nitrogen per unit area to be applied at mid-season in order to minimize a predicted crop yield loss due to nitrogen deficiency.
2. The method of claim 1 , wherein the crop field is a corn field initially fertilized with an insufficient amount of nitrogen, (C 3 -C 4 ) ranges from about 20 to about 60, C 3 ranges from about 300 to about 400, and C 4 ranges from about 250 to about 350.
3. The method of claim 1 , wherein each EONR comprises a recommended amount of nitrogen per unit area to be applied at mid-season in order to maximize a predicted potential crop yield.