Environmental Research Letters · 2024 · 18 citations · 60 references
Natural SciencesEarth SciencesSoil SciencesSoil ScienceSoil-water RelationsSpatial StatisticsDroughtDrought ModelingPrecipitationPrecipitation ExtremesAgricultural Production ModelingDeep Soil DepthDrought MitigationDrought Propagation ModelingPrecipitation RateSpatial Drought AnalysisSpatial Heterogeneity AssessmentSpatiotemporal Transmission Patterns
Abstract The propagation of meteorological droughts to soil droughts poses a substantial threat to water resources, agricultural production, and social systems. Understanding drought propagation process is crucial for early warning and mitigation, but mechanisms of the propagation from meteorological drought to soil drought, particularly at varying soil depths, remain insufficiently understood. Here, we employ the maximum correlation coefficient method and the random forest (RF) model to investigate the spatiotemporal patterns and drivers of propagation time (PT) from meteorological drought to soil drought at four different depths across China from 1980 to 2018. Our findings reveal consistently higher PT in northern China and lower PT in southern China across varying soil depths, with more pronounced spatial heterogeneity with increasing soil depth. Furthermore, we identify temperature and precipitation as determinants of spatial patterns of PT in surface and deeper soil layers, respectively. Additionally, precipitation emerges as the dominant factor influencing changes in PT between different soil layers. Our study highlights a discernible shift in PT drivers from temperature to precipitation as soil depth increases and the significant impact of precipitation on exacerbating spatial heterogeneity in PT. This study contributes to an enhanced comprehension of the propagation process from meteorological drought to soil drought at different depths, which can aid in establishing practical drought mitigation measures and early warning systems.
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The Global Land Data Assimilation System
Matthew Rodell, Paul R. Houser, U. Jambor et al. · Bulletin of the American Meteorological Society · 2004 · 5.7K citations · Full text
GLEAM v3: satellite-based land evaporation and root-zone soil moisture
Brecht Martens, Diego G. Miralles, Hans Lievens et al. · Geoscientific model development · 2017 · 2.5K citations · Full text