公开(公告)号：US20240242121A1

公开(公告)日：2024-07-18

申请号：US18410962

申请日：2024-01-11

Applicant: CLIMATE LLC

Inventor： Juan Lopez ARRIAZA ,  Kelsey BLACKSTONE ,  Laura HESS ,  Hunter MERRILL ,  Maria WOJAKOWSKI

IPC: G06N20/00 ,  G06N5/022 ,  G06N7/01

CPC classification number: G06N20/00 ,  G06N5/022 ,  G06N7/01

Abstract: Systems and methods for predicting likelihoods of multiple crop disease types for target plots. An example computer-implemented method includes receiving a request for a crop disease prediction related to treatment of a target plot for one or more crop diseases and accessing a multiple disease joint model consistent with location data included in the request. The computer-implemented method also includes determining, via the multiple disease joint model, first and second disease likelihood output based on at least the location data, where the first and second disease likelihood outputs are each associated with a different one of the multiple disease types, and generating a treatment recommendation based on the first and second disease likelihood outputs. The computer-implemented method then includes directing application of at least one treatment to the target plot, based on the treatment recommendation output.