Science Advances · 2022 · 177 citations · 66 references
AgriculturePlant BiologySoil SciencesPlant EcophysiologySoil-water RelationsTerrestrial EcologyEvapotranspiration ChangesEvapotranspiration ModelingSoil - Vegetation InteractionsSoil MoistureSoil Moisture RegimesWater-limited EcosystemsCritical Soil Moisture ContentDryland EcosystemsEddy Covariance MeasurementsEvapotranspirationPlant-soil-atmosphere ContinuumSoil Moisture GradientsSoil Moisture ThresholdsVegetation Water Relations
Plant water stress occurs at the point when soil moisture (SM) limits transpiration, defining a critical SM threshold (θ crit ). Knowledge of the spatial distribution of θ crit is crucial for future projections of climate and water resources. Here, we use global eddy covariance observations to quantify θ crit and evaporative fraction (EF) regimes. Three canonical variables describe how EF is controlled by SM: the maximum EF (EF max ), θ crit , and slope (S) between EF and SM. We find systematic differences of these three variables across biomes. Variation in θ crit , S, and EF max is mostly explained by soil texture, vapor pressure deficit, and precipitation, respectively, as well as vegetation structure. Dryland ecosystems tend to operate at low θ crit and show adaptation to water deficits. The negative relationship between θ crit and S indicates that dryland ecosystems minimize θ crit through mechanisms of sustained SM extraction and transport by xylem. Our results further suggest an optimal adaptation of local EF-SM response that maximizes growing-season evapotranspiration and photosynthesis.
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Greedy function approximation: A gradient boosting machine.
Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text
Dennis Baldocchi, Eva Falge, Lianhong Gu et al. · Bulletin of the American Meteorological Society · 2001 · 4K citations · Full text