Matching the model to the available data to predict wheat, barley, or canola yield: A review of recently published models and data

Cereal Yield Forecasting with Satellite Drought-Based Indices, Weather Data and Regional Climate Indices Using Machine Learning in Morocco

(2021) El houssaine Bouras et al.   Remote Sensing

Yield forecasting with machine learning and small data: What gains for grains?

(2021) Michele Meroni et al.   AGRICULTURAL AND FOREST METEOROLOGY

Predicting Wheat Yield at the Field Scale by Combining High-Resolution Sentinel-2 Satellite Imagery and Crop Modelling

(2020) Yan Zhao et al.   Remote Sensing

Crop yield prediction using machine learning: A systematic literature review

(2020) Thomas van Klompenburg et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A systematic review of local to regional yield forecasting approaches and frequently used data resources

(2020) Bernhard Schauberger et al.   EUROPEAN JOURNAL OF AGRONOMY

High resolution wheat yield mapping using Sentinel-2

(2019) Merryn L. Hunt et al.   REMOTE SENSING OF ENVIRONMENT

Nationwide crop yield estimation based on photosynthesis and meteorological stress indices

(2019) Yang Chen et al.   AGRICULTURAL AND FOREST METEOROLOGY

Statistical modelling of crop yield in Central Europe using climate data and remote sensing vegetation indices

(2018) Anikó Kern et al.   AGRICULTURAL AND FOREST METEOROLOGY

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review

(2018) Anna Chlingaryan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A review of data assimilation of remote sensing and crop models

(2018) Xiuliang Jin et al.   EUROPEAN JOURNAL OF AGRONOMY

Issues for cropping and agricultural science in the next 20 years

(2018) R.A. Fischer et al.   FIELD CROPS RESEARCH

Regional Crop Gross Primary Productivity and Yield Estimation Using Fused Landsat-MODIS Data

(2018) Mingzhu He et al.   Remote Sensing

A comparison of global agricultural monitoring systems and current gaps

(2018) Steffen Fritz et al.   AGRICULTURAL SYSTEMS

Towards a national, remote-sensing-based model for predicting field-scale crop yield

(2018) Randall J. Donohue et al.   FIELD CROPS RESEARCH

Causes of wheat yield gaps and opportunities to advance the water-limited yield frontier in Australia

(2018) Zvi Hochman et al.   FIELD CROPS RESEARCH

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

(2018) Dhivya Elavarasan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Climate trends account for stalled wheat yields in Australia since 1990

(2017) Zvi Hochman et al.   GLOBAL CHANGE BIOLOGY

Understanding the weather signal in national crop-yield variability

(2017) Katja Frieler et al.   Earths Future

High-quality spatial climate data-sets for Australia

(2017) D Jones et al.   Australian Meteorological and Oceanographic Journal

Evaluation of the Integrated Canadian Crop Yield Forecaster (ICCYF) model for in-season prediction of crop yield across the Canadian agricultural landscape

(2015) Aston Chipanshi et al.   AGRICULTURAL AND FOREST METEOROLOGY

Improving the timeliness of winter wheat production forecast in the United States of America, Ukraine and China using MODIS data and NCAR Growing Degree Day information

(2015) B. Franch et al.   REMOTE SENSING OF ENVIRONMENT

Soil and Landscape Grid of Australia

(2015) M. J. Grundy et al.   Soil Research

The use of satellite data for agriculture drought risk quantification in Ukraine

(2015) Sergii Skakun et al.   Geomatics Natural Hazards & Risk

Using Low Resolution Satellite Imagery for Yield Prediction and Yield Anomaly Detection

(2013) Felix Rembold et al.   Remote Sensing

Fertilizing Nature: A Tragedy of Excess in the Commons

(2011) Allen G. Good et al.   PLOS BIOLOGY