Anticipated changes in soybean drought stress and yield stability under future climates in Northeast China

Projections of climate change impacts on crop production vary across crops, study areas, and shared socioeconomic pathways indicating a need for higher specificity and regional relevance. Here, we confirmed in silico, future climate warming generally increased soybean yield and yield stability, decreasing the drought stress by mid-century, particularly in the western areas of the Northeast China. The declining yield coefficient-of-variation was mostly caused by both increases in mean yield and decreases in yield standard deviation. The random forest algorithm identified the reduction in the growing degree days during vegetative growth period was the main factor driving higher soybean yields. The increases in rainfall during reproductive growth period and decreases in its coefficient-of-variation would help reduce soybean drought stress and yield coefficient-of-variation in the future. This study highlights regional specific positive impacts of climate change, useful to inform policy and stakeholders to increase preparedness along value chains under expected future climates.

Authors

Institutions

Publication Details

Journal
npj Sustainable Agriculture
Published
2025-03-18
DOI
https://doi.org/10.1038/s44264-025-00053-5
Citations
7
Primary Topic
Climate change impacts on agriculture
Type
article
Field-Weighted Citation Impact
21.19

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Anticipated changes in soybean drought stress and yield stability under future climates in Northeast China

Daniel Rodrı́guez, Peter de Voil, Qingquan Chu, Jiongchao Zhao et al.
7 citations
npj Sustainable Agriculture
Climate change impacts on agriculture
21.19
article

Anticipated changes in soybean drought stress and yield stability under future climates in Northeast China

Daniel Rodrı́guez, Peter de Voil, Qingquan Chu, Jiongchao Zhao, Mingyu Zhao, Zebao Tan, Yixuan Wang
article en
7 citations

Abstract

Projections of climate change impacts on crop production vary across crops, study areas, and shared socioeconomic pathways indicating a need for higher specificity and regional relevance. Here, we confirmed in silico, future climate warming generally increased soybean yield and yield stability, decreasing the drought stress by mid-century, particularly in the western areas of the Northeast China. The declining yield coefficient-of-variation was mostly caused by both increases in mean yield and decreases in yield standard deviation. The random forest algorithm identified the reduction in the growing degree days during vegetative growth period was the main factor driving higher soybean yields. The increases in rainfall during reproductive growth period and decreases in its coefficient-of-variation would help reduce soybean drought stress and yield coefficient-of-variation in the future. This study highlights regional specific positive impacts of climate change, useful to inform policy and stakeholders to increase preparedness along value chains under expected future climates.

npj Sustainable AgricultureVol. 3(1)
The University of Queensland (AU), Agriculture and Food (AU), Ministry of Agriculture and Rural Affairs (CN), China Agricultural University (CN)
China Scholarship Council, National Key Research and Development Program of China
Openalex Percentile: Top 1%
Climate change impacts on agriculture
21.19
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.