公开(公告)号：US20230169416A1

公开(公告)日：2023-06-01

申请号：US17894850

申请日：2022-08-24

Applicant: X Development LLC

Inventor： Michal Kazmierski ,  Haoyu Zhang ,  Szymon Zmyslony

IPC: G06Q10/06 ,  G06Q50/02 ,  G06Q10/04

CPC classification number: G06Q10/063 ,  G06Q10/04 ,  G06Q50/02

Abstract: Systems and methods for modeling a population density of a pest are provided. A computer implemented method for modeling a population density of a pest can include receiving environmental data corresponding to a first time point. The method can include generating model input data from the environmental data using a machine learning model. The method can also include generating a population density of the pest from the model input data using a mechanistic model. The population density can correspond to a second time point temporally after the first time point.