Invention Grant
- Patent Title: Predicting climate conditions based on teleconnections
-
Application No.: US16911278Application Date: 2020-06-24
-
Publication No.: US11243332B2Publication Date: 2022-02-08
- Inventor: Hongxu Ma , Kunxiaojia Yuan , Fa Li , Charlotte Leroy , Grigory Bronevetsky
- Applicant: X Development LLC
- Applicant Address: US CA Mountain View
- Assignee: X Development LLC
- Current Assignee: X Development LLC
- Current Assignee Address: US CA Mountain View
- Agency: Middleton Reutlinger
- Main IPC: G01W1/10
- IPC: G01W1/10 ; G06N20/00 ; G01W1/14 ; G01W1/02

Abstract:
Implementations are described herein for predicting a future climate condition in an agricultural area. In various implementations, a teleconnection model may be applied to a dataset of remote climate conditions such as water surface temperatures to identify one or more of the most influential remote climate conditions on the future climate condition in the agricultural area. A trained machine learning model may be applied to the one or more most influential remote climate conditions and to historical climate data for the agricultural area to generate data indicative of the predicted future climate condition. Based on the data indicative of the predicted future climate condition, one or more output components may be caused to render output that conveys the predicted future climate condition.
Public/Granted literature
- US20210405252A1 PREDICTING CLIMATE CONDITIONS BASED ON TELECONNECTIONS Public/Granted day:2021-12-30
Information query