Crop yield forecasting and associated optimum lead time analysis based on multi-source environmental data across China

L Li, B Wang, P Feng, H Wang, Q He, Y Wang… - Agricultural and Forest …, 2021 - Elsevier
Accurate and timely crop yield forecasts can provide essential information to make
conclusive agricultural policies and to conduct investments. Recent studies have used …

Machine learning in agricultural planting, growing, and harvesting contexts

DP Perry, GA Von Maltzahn, R Berendes… - US Patent …, 2022 - Google Patents
US11263707B2 - Machine learning in agricultural planting, growing, and harvesting contexts
- Google Patents US11263707B2 - Machine learning in agricultural planting, growing, and …

Crop yield estimation using agronomic neural network

W Guan, E Andrejko - US Patent 10,699,185, 2020 - Google Patents
Abstract Systems and method for computing yield values through a neural network from a
plurality of different data inputs are disclosed. In an embodiment, a server computer system …

Methods and systems for managing crop harvesting activities

J Ethington, A Wimbush - US Patent 11,080,798, 2021 - Google Patents
A computer-implemented method for managing crop harvesting activities is implemented by
a harvest advisor computing device in communication with a memory. The method includes …

Agricultural machine and operator performance information systems and related methods

J Lang, WC Mayes, L Morris - US Patent 9,152,938, 2015 - Google Patents
BACKGROUND With the continued mechanization of the agricultural industry, it has become
possible to gather crop production data from the machines used in production agriculture …

Forecasting field level crop yield during a growing season

L Xu, Y Xu - US Patent 11,062,223, 2021 - Google Patents
A method for predicting field specific crop yield recommendations is disclosed. A computer
system receives data records, including remotely sensed spectral property of plant records …

Methods and systems for managing agricultural activities

J Ethington, EJ Pollak, T d'Orgeval, K Krumme… - US Patent …, 2020 - Google Patents
A computer-implemented method for recommending agricultural activities is implemented by
an agricultural intelligence computer system in communication with a memory. The method …

Forecasting national crop yield during the growing season using weather indices

L Xu, Y Xu - US Patent 10,529,036, 2020 - Google Patents
(57) ABSTRACT A method for determining national crop yields during the growing season
may be accomplished using a system that receives agricultural data records that are used to …

Agricultural data analysis

D Sauder, C Muhlbauer, J Koch - US Patent 10,791,666, 2020 - Google Patents
Described herein are systems and methods for agricultural data analysis. In one
embodiment, a computer system for monitoring field operations includes a database for …

Methods and systems for recommending agricultural activities

J Ethington, EJ Pollak, T d'Orgeval, K Krumme… - US Patent …, 2021 - Google Patents
A computer-implemented method for recommending agricultural activities is implemented by
an agricultural intelligence computer system in communication with a memory. The method …