Prediction of sugar beet yield and quality parameters with varying nitrogen fertilization using ensemble decision trees and artificial neural networks

Forecasting yield by integrating agrarian factors and machine learning models: A survey

Dhivya Elavarasan, P. M. Durai Raj Vincent, Vishal Sharma et al. · Computers and Electronics in Agriculture · 2018 · 338 citations

Agriculture, Agricultural Economics, Agronomy +14

The shared and unique values of optical, fluorescence, thermal and microwave satellite data for estimating large-scale crop yields

Kaiyu Guan, Jin Wu, John S. Kimball et al. · Remote Sensing of Environment · 2017 · 234 citations

Agriculture, Agronomy, Crop Sciences +14

Simple and robust methods for remote sensing of canopy chlorophyll content: a comparative analysis of hyperspectral data for different types of vegetation

Yoshio Inoue, Martine Guérif, Frédéric Baret et al. · Plant Cell & Environment · 2016 · 139 citations · Full text

Life Sciences, Ecology, Plant Biology +15

Estimation of the Yield and Plant Height of Winter Wheat Using UAV-Based Hyperspectral Images

Huilin Tao, Haikuan Feng, Liangji Xu et al. · Sensors · 2020 · 134 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

Anomaly Detection for Hyperspectral Imagery Based on the Regularized Subspace Method and Collaborative Representation

Kun Tan, Zengfu Hou, Fuyu Wu et al. · Remote Sensing · 2019 · 88 citations · Full text

Computing, Data Science, Remote Sensing +15