Multiple day mapping index aggregation and comparison
First Claim
1. A precision agriculture remote sensing index synthesis system comprising:
- one or more processors;
a storage device comprising instructions, which when executed by the one or more processors, configure the one or more processors to;
receive a plurality of remote sensing index data sets generated by one or more remote sensing systems, the remote sensing index data sets relate to an agricultural field;
generate an aggregated histogram based on the plurality of remote sensing index data sets;
receive a selection of a first remote sensing index data set from the plurality of remote sensing index data sets;
generate a visual representation of the first remote sensing index data set based on the aggregated histogram; and
display the visual representation on a display device.
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Accused Products
Abstract
Index-based geospatial analysis may include applying a first and second index-based analysis for a set of imagery. The set of imagery may include a location-specific index values used to form a histogram for a single index image (e.g., for a single surveyed field). This first analysis may be referred to as an “acre-to-acre” mapping, which may be useful for identifying differences in indices (e.g., NDVI vegetative health) of different parts of the field from a single day. A second “day-to-day” index-based analysis may be performed by calculating a histogram for each set of imagery from multiple days, combining the histograms, and generating a single equal-area index map. The index map can be applied to redistribute the histogram values within multiple days of data, which may provide a more useful map of variation in each individual image and changes between images.
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Citations
11 Claims
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1. A precision agriculture remote sensing index synthesis system comprising:
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one or more processors; a storage device comprising instructions, which when executed by the one or more processors, configure the one or more processors to; receive a plurality of remote sensing index data sets generated by one or more remote sensing systems, the remote sensing index data sets relate to an agricultural field; generate an aggregated histogram based on the plurality of remote sensing index data sets; receive a selection of a first remote sensing index data set from the plurality of remote sensing index data sets; generate a visual representation of the first remote sensing index data set based on the aggregated histogram; and display the visual representation on a display device. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A geospatial index synthesis system comprising:
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one or more processors; a storage device comprising instructions, which when executed by the one or more processors, configure the one or more processors to; receive a plurality of geospatial index data sets generated by one or more geospatial remote sensing systems, each geospatial index data set including a plurality of index bins, each index bin corresponding to a geospatial area within each index data set; generate an aggregated histogram based on the plurality of geospatial index data sets; generate a plurality of individual histograms, each of the plurality of individual histograms including a summed number of pixels of each index bin within each of the plurality of geospatial index data sets; generate a per data set percentage of pixels for each index bin by dividing a total number of pixels for each index bin by a total number of pixels for all index values; and generate an averaged pixel-based data set by averaging a percentage of pixels of each index bin across each data set, the averaged pixel-based data set indicating a percentage of pixels for each index bin; wherein the generation of the aggregated histogram is further based on the pixel-based data set and on the per-data set percentage of pixels; and a memory to store the aggregated histogram.
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11. A geospatial index synthesis system comprising:
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one or more processors; a storage device comprising instructions, which when executed by the one or more processors, configure the one or more processors to; receive a plurality of geospatial index data sets generated by one or more geospatial remote sensing systems, each geospatial index data set including a plurality of index bins, each index bin corresponding to a geospatial area within each index data set; generate an aggregated histogram based on the plurality of geospatial index data sets; generate a per data set summation of pixels for each index data set by summing a total number of pixels of each index bin; and generate a summed pixel-based data set by summing the total number of pixels of each index bin across each data set; wherein the generation of the aggregated histogram is further based on the summed pixel-based data set; and a memory to store the aggregated histogram.
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Specification