- Patent Title: Modeling of time-variant threshability due to interactions between a crop in a field and atmospheric and soil conditions for prediction of daily opportunity windows for harvest operations using field-level diagnosis and prediction of weather conditions and observations and recent input of harvest condition states
-
Application No.: US15345856Application Date: 2016-11-08
-
Publication No.: US10255391B2Publication Date: 2019-04-09
- Inventor: John J. Mewes , Dustin M. Salentiny
- Applicant: ITERIS, INC.
- Applicant Address: US CA Santa Ana
- Assignee: CLEARAG, INC.
- Current Assignee: CLEARAG, INC.
- Current Assignee Address: US CA Santa Ana
- Agency: Lazaris IP
- Main IPC: G06N20/00
- IPC: G06N20/00 ; A01D91/00 ; G06F17/50 ; A01B79/00 ; A01G25/16 ; G06N99/00 ; G05B13/04 ; G06Q50/02 ; A01F12/58 ; G01W1/10 ; G06N5/04 ; A01G22/00 ; A01F25/22

Abstract:
A modeling framework for evaluating the impact of weather conditions on farming and harvest operations applies real-time, field-level weather data and forecasts of meteorological and climatological conditions together with user-provided and/or observed feedback of a present state of a harvest-related condition to agronomic models and to generate a plurality of harvest advisory outputs for precision agriculture. A harvest advisory model simulates and predicts the impacts of this weather information and user-provided and/or observed feedback in one or more physical, empirical, or artificial intelligence models of precision agriculture to analyze crops, plants, soils, and resulting agricultural commodities, and provides harvest advisory outputs to a diagnostic support tool for users to enhance farming and harvest decision-making, whether by providing pre-, post-, or in situ-harvest operations and crop analyzes.
Public/Granted literature
Information query