Comprehensive impacts of climate change on rice production and adaptive strategies in China

S Saud, D Wang, S Fahad, HF Alharby… - Frontiers in …, 2022 - frontiersin.org
The rice production system is one of the most climate change sensitive agro-ecosystems.
This paper reviews the effects of current and future climate change on rice production in …

Climate change adaptation in crop production: Beware of illusions

DB Lobell - Global Food Security, 2014 - Elsevier
A primary goal of studying climate change adaptation is to estimate the net impacts of
climate change. Many potential changes in agricultural management and technology …

[HTML][HTML] Integrated phenology and climate in rice yields prediction using machine learning methods

Y Guo, Y Fu, F Hao, X Zhang, W Wu, X **… - Ecological …, 2021 - Elsevier
Rice (Oryza sativa L.) is a staple cereal crop and its demand is substantially increasing with
the growth of the global population. Precisely predicting rice yields are of vital importance to …

Prediction of winter wheat yield based on multi-source data and machine learning in China

J Han, Z Zhang, J Cao, Y Luo, L Zhang, Z Li, J Zhang - Remote Sensing, 2020 - mdpi.com
Wheat is one of the main crops in China, and crop yield prediction is important for regional
trade and national food security. There are increasing concerns with respect to how to …

Climate variation explains a third of global crop yield variability

DK Ray, JS Gerber, GK MacDonald, PC West - Nature communications, 2015 - nature.com
Many studies have examined the role of mean climate change in agriculture, but an
understanding of the influence of inter-annual climate variations on crop yields in different …

[HTML][HTML] ChinaCropPhen1km: a high-resolution crop phenological dataset for three staple crops in China during 2000–2015 based on leaf area index (LAI) products

Y Luo, Z Zhang, Y Chen, Z Li… - Earth System Science …, 2020 - essd.copernicus.org
Crop phenology provides essential information for monitoring and modeling land surface
phenology dynamics and crop management and production. Most previous studies mainly …
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G Abbas, S Ahmad, A Ahmad, W Nasim… - Agricultural and Forest …, 2017 - Elsevier
Crop production is greatly impacted by growing season duration, which is driven by
prevailing environmental conditions (mainly temperature) and agronomic management …