US 11,864,488 B1
Computer-implemented recommendation of side-by-side planting in agricultural fields
Jason Bull, Wildwood, MO (US); Jyoti Dharna, Chesterfield, MO (US); Tonya Ehlmann, Saint Peters, MO (US); Yao Xie, Chesterfield, MO (US); and Xiao Yang, Chesterfield, MO (US)
Assigned to CLIMATE LLC, Saint Louis, MO (US)
Filed by CLIMATE LLC, Saint Louis, MO (US)
Filed on Jan. 30, 2023, as Appl. No. 18/103,151.
Application 18/103,151 is a continuation of application No. 16/450,586, filed on Jun. 24, 2019, granted, now 11,564,345.
Claims priority of provisional application 62/689,233, filed on Jun. 24, 2018.
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 16/29 (2019.01); A01C 7/00 (2006.01); G06F 16/248 (2019.01); A01C 21/00 (2006.01); G06N 7/01 (2023.01); A01C 7/10 (2006.01)
CPC A01C 7/102 (2013.01) [A01C 21/005 (2013.01); G06F 16/248 (2019.01); G06F 16/29 (2019.01); G06N 7/01 (2023.01)] 10 Claims
OG exemplary drawing
 
1. A computer-implemented method comprising:
receiving, over a digital data communication network at a server computer system, one or more agricultural data records of grower crop data describing seed and yield properties of one or more first products and first field geo-location data for one or more agricultural fields where the one or more first products were planted by a grower, the one or more first products including hybrids and/or seeds;
receiving, over the digital data communication network at the server computer system, second crop data for second products, which are possible products that the grower could use and different than the one or more first products;
generating a plurality of seed pair values that represent a plurality of different pairings of the one or more first products identified in the grower crop data and the second products identified in the second crop data;
based on feature data of the plurality of seed pair values, generating output probability of success (POS) data for the plurality of different pairings, the output POS data indicating probabilities that the second products of each of the seed pair values result in crop yield greater than the yield properties of the one or more first products included in the agricultural data records, the feature data including product POS differences, previous year product predicted yield difference values, previous year standard error in difference of predicted yield estimations, and previous year product win rates for greater than a threshold number of bushels per acre; and
creating and causing displaying a visual graphical map on a computer display, based on the output POS data, identifying geographic locations of fields in the grower crop data for which the second products of each of the seed pair values result in crop yield greater than the yield properties of the one or more first products associated with the grower crop data.