Lagged effects of atmospheric circulation teleconnections on agricultural drought prediction in China
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DOI: 10.1080/17538947.2025.2528628
Abstract: ABSTRACT Agricultural droughts in China present considerable challenges for food security and water management but their spatiotemporal variability and links to global climate drivers remain incompletely understood. There has been no systematic analysis of the… read more here.
Keywords: month; correlation; drought prediction; china lagged ... See more keywords
Hydrological drought prediction and its influencing features analysis based on a machine learning model
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DOI: 10.5194/nhess-25-4299-2025
Abstract: Abstract. Predicting future drought conditions are crucial for effective disaster management. In this study, a machine learning framework is proposed to predict hydrological drought in the Huaihe River Basin, China. The Extreme Gradient Boosting (XGBoost)… read more here.
Keywords: drought; drought prediction; machine learning; prediction ... See more keywords
Monthly drought prediction based on ensemble models
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DOI: 10.7717/peerj.9853
Abstract: Drought is a natural hazard, which is a result of a prolonged shortage of precipitation, high temperature and change in the weather pattern. Drought harms society, the economy and the natural environment, but it is… read more here.
Keywords: monthly drought; ensemble models; drought; model ... See more keywords