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References from A progressive early warning system for flash drought based on meteorological precursors: A case study of the Dongjiang River Basin, China. Local targets link to admitted publications; unresolved targets remain external evidence.
Improved magnus form approximation of saturation vapor pressure
10.1175/1520-0450(1996)035<0601:imfaos>2.0.co;2 · 1996 · External reference
Crop evapotranspiration: guidelines for computing crop water requirements
1998 · External reference
Improved estimators of correlation and R² for skewed hydrologic data
10.1080/02626667.2019.1686639 · 2020 · External reference
GEE RET: Cloud-based reference evapotranspiration calculation with Google earth engine
10.1007/s00704-024-05152-w · 2024 · External reference
Assessing agreement between permutation and dropout variable importance metrics in random forests
2024 · External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
Global distribution, trends, and drivers of flash drought occurrence
10.1038/s41467-021-26692-z · 2021 · External reference
A methodology for flash drought identification: application of flash drought frequency across the United States
10.1175/jhm-d-18-0198.1 · 2019 · External reference
The flash droughts across the south-central United States in 2022: drivers, predictability, and impacts
2024 · External reference
Collinearity: a review of methods to deal with it and a simulation study evaluating their performance
10.1111/j.1600-0587.2012.07348.x · 2013 · External reference
Analysis of the critical components of flash drought using the standardized evaporative stress ratio
10.1016/j.agrformet.2022.109288 · 2023 · External reference
Macro-scale water scarcity requires micro-scale approaches: aspects of vulnerability in semi-arid development
10.1111/j.1477-8947.1989.tb00348.x · 1989 · External reference
Unresolved reference
2023 · External reference
Viewing soil moisture flash drought onset mechanism and their changes through XAI lens: a case study in eastern China
10.1029/2023wr036297 · 2024 · External reference
All models are wrong, but many are useful: Learning a variable's importance by studying an entire class of prediction models simultaneously
2019 · External reference
The future of evapotranspiration: global requirements for ecosystem functioning, carbon and climate feedbacks, agricultural management, and water resources
10.1002/2016wr020175 · 2017 · External reference
Meteorological conditions associated with flash drought onset in the eastern United States
10.1016/j.agrformet.2017.08.031 · 2017 · External reference
Flash drought indicator intercomparison in the United States
10.1175/jamc-d-23-0081.1 · 2023 · External reference
The features of regional flash droughts in four typical areas over China and the possible mechanisms
10.1016/j.scitotenv.2022.154217 · 2022 · External reference
Understanding drought onset: what makes flash droughts different from conventional droughts?
2025 · External reference
Evaluation of CLDAS and GLDAS datasets for near-surface air temperature over major land areas of China
10.3390/su12104311 · 2020 · External reference
Learning from imbalanced data
10.1109/tkde.2008.239 · 2009 · External reference
Key driving factors of ecosystem resilience under drought stress in the Dongjiang River Basin, China
10.3390/w18060715 · 2026 · External reference
Spatiotemporal evolution, transition, and ecological impacts of flash and slowly evolving droughts in the Dongjiang River Basin, China
10.3390/w17202925 · 2025 · External reference
Influence of extreme weather disasters on global crop production
10.1038/nature16467 · 2016 · External reference
Flash droughts in the Pearl River Basin, China: observed characteristics and future changes
10.1016/j.scitotenv.2019.136074 · 2020 · External reference
Regional changes in precipitation concentration, seasonality and intermittency in China
10.1002/joc.70199 · 2026 · External reference
Flash droughts characterization over China: from a perspective of the rapid intensification rate
10.1016/j.scitotenv.2019.135373 · 2020 · External reference
Conditional distribution selection for SPEI-daily and its revealed meteorological drought characteristics in China from 1961 to 2017
10.1016/j.atmosres.2020.105108 · 2020 · External reference
A review of drought concepts
10.1016/j.jhydrol.2010.07.012 · 2010 · External reference
Heat wave flash droughts in decline
10.1002/2015gl064018 · 2015 · External reference
Precipitation deficit flash droughts over the United States
10.1175/jhm-d-15-0158.1 · 2016 · External reference
ERA5-land: a state-of-the-art global reanalysis dataset for land applications
10.5194/essd-13-4349-2021 · 2021 · External reference
Using the evaporative stress index to monitor flash drought in Australia
10.1088/1748-9326/ab2103 · 2019 · External reference
Characteristics and trends of flash droughts in Spain, 1961–2018
10.1111/nyas.14365 · 2020 · External reference
Diagnostic classification of flash drought events reveals distinct classes of forcings and impacts
10.1175/jhm-d-21-0134.1 · 2022 · External reference
Examining rapid onset drought development using the thermal infrared–based evaporative stress index
10.1175/jhm-d-12-0144.1 · 2013 · External reference
Assessing the evolution of soil moisture and vegetation conditions during the 2012 United States flash drought
10.1016/j.agrformet.2015.12.065 · 2016 · External reference
Flash droughts: a review and assessment of the challenges imposed by rapid-onset droughts in the United States
10.1175/bams-d-17-0149.1 · 2018 · External reference
Multivariate evaluation of flash drought across the United States
10.1029/2024wr037333 · 2024 · External reference
Consistent and unbiased variable selection under independent features using random forest permutation importance
10.3150/22-bej1534 · 2023 · External reference
The global land data assimilation system
10.1175/bams-85-3-381 · 2004 · External reference
Investigating soil moisture–climate interactions in a changing climate: a review
10.1016/j.earscirev.2010.02.004 · 2010 · External reference
Impact of flash droughts on global crop yields considering crop phenology and irrigation conditions
2026 · External reference
Flash drought-driven forest gross primary productivity declines in China amplified by extreme heat
10.1016/j.gloplacha.2026.105515 · 2026 · External reference
The drought monitor
10.1175/1520-0477-83.8.1181 · 2002 · External reference
Spatio-temporal characteristics and driving factors of flash drought recovery: from the perspective of soil moisture and GPP changes
2023 · External reference
Status and challenges of water resources and supply in the Guangdong-Hong Kong-Macao Greater Bay Area (GBA) of China
10.1016/j.watcyc.2022.05.001 · 2022 · External reference
Unresolved reference
2011 · External reference
A framework for assessing compound drought events from a drought propagation perspective
10.1016/j.jhydrol.2021.127228 · 2022 · External reference
Spatiotemporal characteristics and meteorological driving factors of flash droughts in the Yellow River Basin, China
2025 · External reference
Rapid identification and evolution analysis of flash droughts in the eastern coast of China
10.1016/j.jhydrol.2025.132690 · 2025 · External reference
Anthropogenic shift towards higher risk of flash drought over China
10.1038/s41467-019-12692-7 · 2019 · External reference
Anthropogenic intensification of southern Africa flash droughts as exemplified by the 2015/2016 season
10.1175/bams-d-17-0077.1 · 2018 · External reference
The role of precipitation deficit and potential evapotranspiration excess in triggering flash droughts over China
2025 · External reference
Underestimated future flash drought risks in major grain-producing areas over China
10.1016/j.jhydrol.2025.134531 · 2026 · External reference
Spatial and temporal dynamics of water resources in typical ecosystems of the Dongjiang River Basin, China
10.1016/j.jhydrol.2022.128617 · 2022 · External reference