Compound droughts and hot extremes: Characteristics, drivers, changes, and impacts
Compound droughts and hot events or extremes (CDHEs) may lead to larger repercussions
than do individual extremes. Due to the disastrous impacts and increased risk of these …
than do individual extremes. Due to the disastrous impacts and increased risk of these …
Addressing agricultural nitrogen losses in a changing climate
Losses of nitrogen from agriculture are a major threat to environmental and human health at
local, regional and global scales. Emerging evidence shows that climate change and …
local, regional and global scales. Emerging evidence shows that climate change and …
Coupling machine learning and crop modeling improves crop yield prediction in the US Corn Belt
This study investigates whether coupling crop modeling and machine learning (ML)
improves corn yield predictions in the US Corn Belt. The main objectives are to explore …
improves corn yield predictions in the US Corn Belt. The main objectives are to explore …
Does climate change affect the yield of the top three cereals and food security in the world?
Climate prediction models suggest that agricultural productivity will be significantly affected
in the future. The expected rise in average global temperature due to the higher release of …
in the future. The expected rise in average global temperature due to the higher release of …
Resilience of soybean cultivars to drought stress during flowering and early-seed setting stages
Drought stress during the reproductive stage and declining soybean yield potential raise
concerns about yield loss and economic return. In this study, ten cultivars were …
concerns about yield loss and economic return. In this study, ten cultivars were …
Forecasting corn yield with machine learning ensembles
The emergence of new technologies to synthesize and analyze big data with high-
performance computing has increased our capacity to more accurately predict crop yields …
performance computing has increased our capacity to more accurately predict crop yields …
The compound effects of drought and high temperature stresses will be the main constraints on maize yield in Northeast China
Compound climate extremes such as drought and high temperature have a greater impact
on agricultural production than the individual extremes. An increasing frequency and …
on agricultural production than the individual extremes. An increasing frequency and …
Changes in the drought sensitivity of US maize yields
As climate change leads to increased frequency and severity of drought in many agricultural
regions, a prominent adaptation goal is to reduce the drought sensitivity of crop yields. Yet …
regions, a prominent adaptation goal is to reduce the drought sensitivity of crop yields. Yet …
Towards developing drought-smart soybeans
Drought is one of the significant abiotic stresses threatening crop production worldwide.
Soybean is a major legume crop with immense economic significance, but its production is …
Soybean is a major legume crop with immense economic significance, but its production is …
Incorporating machine learning with biophysical model can improve the evaluation of climate extremes impacts on wheat yield in south-eastern Australia
Accurately assessing the impacts of extreme climate events (ECEs) on crop yield can help
develop effective agronomic practices to deal with climate change impacts. Process-based …
develop effective agronomic practices to deal with climate change impacts. Process-based …