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Possible factors determining global-scale patterns of crop yield sensitivity to drought
Vempi Satriya Adi Hendrawan1,2, Daisuke Komori2,3, Wonsik Kim4
1Department of Civil and Environmental Engineering, Universitas Gadjah Mada, Yogyakarta, Indonesia.
Droughts significantly impact crop yields globally. Environmental and crop management factors, like precipitation and fertilizer, are key to understanding and mitigating crop vulnerability to drought.
Area of Science:
- Agricultural Science
- Climate Science
- Environmental Science
Background:
- Droughts critically limit crop production, causing significant food system shocks globally.
- Crop yield variability is substantially influenced by drought across large harvested areas, highlighting crop systems' vulnerability.
- Key determinants of global crop yield sensitivity to drought remain poorly understood.
Purpose of the Study:
- To investigate physical and socioeconomic factors influencing crop yield sensitivity to drought.
- To identify key environmental and crop management factors affecting crop-drought vulnerability.
- To provide insights for developing better crop vulnerability measures under future drought stress.
Main Methods:
- Utilized machine learning approaches to analyze crop-drought sensitivity.
- Employed the Standardized Precipitation Index (SPI) at 0.5° resolution for data analysis.
- Examined data from 1981 to 2016, covering a wide range of physical and socioeconomic factors.
Main Results:
- Spatial variations in crop-drought sensitivity are primarily explained by environmental factors (annual precipitation, soil water-holding capacity, soil acidity, annual potential evapotranspiration).
- Crop management factors, including fertilizer rate and growing season length, also significantly influence crop-drought sensitivity.
- Factors like annual precipitation, soil water holding capacity, and fertilizer rate show potential in mitigating crop-drought vulnerability.
Conclusions:
- Environmental and crop management factors are crucial determinants of global crop yield sensitivity to drought.
- Understanding these factors is essential for developing effective strategies to enhance crop resilience to drought.
- This research offers quantitative insights into factors controlling crop vulnerability, informing future resilience studies.
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