Quantifying Spatiotemporal Variations of Soil Moisture Control on Surface Energy Balance and Near-Surface Air Temperature

AbstractSoil moisture plays a crucial role for the energy partitioning at Earth’s surface. Changing fractions of latent and sensible heat fluxes caused by soil moisture variations can affect both near-surface air temperature and precipitation. In this study, a simple framework for the dependence of evaporative fraction (the ratio of latent heat flux over net radiation) on soil moisture is used to analyze spatial and temporal variations of land–atmosphere coupling and its effect on near-surface air temperature. Using three different data sources (two reanalysis datasets and one combination of different datasets), three key parameters for the relation between soil moisture and evaporative fraction are estimated: 1) the frequency of occurrence of different soil moisture regimes, 2) the sensitivity of evaporative fraction to soil moisture in the transitional soil moisture regime, and 3) the critical soil moisture value that separates soil moisture- and energy-limited evapotranspiration regimes. The results sh...

[1]  Paul A. Dirmeyer,et al.  The terrestrial segment of soil moisture–climate coupling , 2011 .

[2]  D. S. Wilks,et al.  “The Stippling Shows Statistically Significant Grid Points”: How Research Results are Routinely Overstated and Overinterpreted, and What to Do about It , 2016 .

[3]  E. Krug,et al.  Midlatitude daily summer temperatures reshaped by soil moisture under climate change , 2016 .

[4]  Jakob Zscheischler,et al.  A submonthly database for detecting changes in vegetation‐atmosphere coupling , 2015 .

[5]  S. Seneviratne,et al.  Influence of land‐atmosphere feedbacks on temperature and precipitation extremes in the GLACE‐CMIP5 ensemble , 2016 .

[6]  D. Lawrence,et al.  GLACE: The Global Land-Atmosphere Coupling Experiment. Part I: Overview , 2006 .

[7]  N. Verhoest,et al.  GLEAM v3: satellite-based land evaporation and root-zone soil moisture , 2016 .

[8]  B. Barkstrom,et al.  Clouds and the Earth's Radiant Energy System (CERES): An Earth Observing System Experiment , 1996 .

[9]  Wouter Dorigo,et al.  Using remotely sensed soil moisture for land-atmosphere coupling diagnostics: the role of surface vs. root-zone soil moisture variability. , 2014 .

[10]  S. Seneviratne,et al.  Allowable CO2 emissions based on regional and impact-related climate targets , 2016, Nature.

[11]  Darren Ghent,et al.  Global observational diagnosis of soil moisture control on the land surface energy balance , 2016 .

[12]  D. Lawrence,et al.  Regions of Strong Coupling Between Soil Moisture and Precipitation , 2004, Science.

[13]  C. Taylor,et al.  Afternoon rain more likely over drier soils , 2012, Nature.

[14]  J. Curry,et al.  Berkeley Earth Temperature Averaging Process , 2013 .

[15]  Eric R. Ziegel,et al.  The Elements of Statistical Learning , 2003, Technometrics.

[16]  S. Seneviratne,et al.  A regional perspective on trends in continental evaporation , 2009 .

[17]  S. Seneviratne,et al.  Variability of Soil Moisture and Sea Surface Temperatures Similarly Important for Warm-Season Land Climate in the Community Earth System Model , 2017 .

[18]  H. Mooney,et al.  Modeling the Exchanges of Energy, Water, and Carbon Between Continents and the Atmosphere , 1997, Science.

[19]  S. Seneviratne,et al.  A new perspective on the spatio-temporal variability of soil moisture: temporal dynamics versus time-invariant contributions , 2012 .

[20]  S. Seneviratne,et al.  Hot days induced by precipitation deficits at the global scale , 2012, Proceedings of the National Academy of Sciences.

[21]  T. Holmes,et al.  Global land-surface evaporation estimated from satellite-based observations , 2010 .

[22]  Atul K. Jain,et al.  The dominant role of semi-arid ecosystems in the trend and variability of the land CO2 sink , 2015, Science.

[23]  Arthur H. Rosenfeld,et al.  A New Estimate of the AverageEarth Surface Land TemperatureSpanning 1753 to 2011 , 2013 .

[24]  J. Thepaut,et al.  The ERA‐Interim reanalysis: configuration and performance of the data assimilation system , 2011 .

[25]  S. Seneviratne,et al.  Land–atmosphere coupling and climate change in Europe , 2006, Nature.

[26]  Philippe Ciais,et al.  Hot European Summers and the Role of Soil Moisture in the Propagation of Mediterranean Drought , 2009 .

[27]  F. Pappenberger,et al.  ERA-Interim/Land: a global land surface reanalysis data set , 2015 .

[28]  Diego G. Miralles,et al.  Mega-heatwave temperatures due to combined soil desiccation and atmospheric heat accumulation , 2014 .

[29]  Sonia I. Seneviratne,et al.  Observational evidence for soil-moisture impact on hot extremes in southeastern Europe , 2011 .

[30]  V. Muggeo Estimating regression models with unknown break‐points , 2003, Statistics in medicine.

[31]  Randal D. Koster,et al.  Analyzing the Concurrence of Meteorological Droughts and Warm Periods, with Implications for the Determination of Evaporative Regime , 2009 .

[32]  M. Lesperance,et al.  PIECEWISE REGRESSION: A TOOL FOR IDENTIFYING ECOLOGICAL THRESHOLDS , 2003 .

[33]  Jakob Zscheischler,et al.  Impact of soil moisture on extreme maximum temperatures in Europe , 2015 .

[34]  Arthur H. Rosenfeld,et al.  A New Estimate of the AverageEarth Surface Land TemperatureSpanning 1753 to 2011 , 2013 .

[35]  S. Seneviratne,et al.  Investigating soil moisture-climate interactions in a changing climate: A review , 2010 .

[36]  E. Fischer,et al.  Soil Moisture–Atmosphere Interactions during the 2003 European Summer Heat Wave , 2007 .

[37]  S. Manabe CLIMATE AND THE OCEAN CIRCULATION1 , 1969 .

[38]  Diego G. Miralles,et al.  Reconciling spatial and temporal soil moisture effects on afternoon rainfall , 2015, Nature Communications.

[39]  D. Easterling,et al.  Changes in climate extremes and their impacts on the natural physical environment , 2012 .

[40]  Wade T. Crow,et al.  The Impact of Vertical Measurement Depth on the Information Content of Soil Moisture for Latent Heat Flux Estimation , 2016 .

[41]  R.A.M. de Jeu,et al.  Soil moisture‐temperature coupling: A multiscale observational analysis , 2012 .

[42]  S. Seneviratne,et al.  Role of soil moisture versus recent climate change for the 2010 heat wave in western Russia , 2016 .

[43]  Randal D. Koster,et al.  On the Nature of Soil Moisture in Land Surface Models , 2009 .

[44]  V. Brovkin,et al.  Impact of soil moisture‐climate feedbacks on CMIP5 projections: First results from the GLACE‐CMIP5 experiment , 2013 .

[45]  S. Seneviratne,et al.  Impact of soil moisture–atmosphere coupling on European climate extremes and trends in a regional climate model , 2011 .