The subsurface–land surface–atmosphere connection under convective conditions

Abstract The dynamics of the free groundwater table influence land surface soil moisture and energy balance components, and are therefore also linked to atmospheric processes. In this study, the sensitivity of the atmosphere to groundwater table dynamics induced heterogeneity in land surface processes is examined under convective conditions. A fully coupled subsurface–land surface–atmosphere model is applied over a 150 km × 150 km study area located in Western Germany and ensemble simulations are performed over two convective precipitation events considering two separate model configurations based on groundwater table dynamics. Ensembles are generated by varying the model atmospheric initial conditions following the prescribed ensemble generation method by the German Weather Service in order to account for the intrinsic, internal atmospheric variability. The results demonstrate that especially under strong convective conditions, groundwater table dynamics affect atmospheric boundary layer height, convective available potential energy, and precipitation via the coupling with land surface soil moisture and energy fluxes. Thus, this study suggests that systematic uncertainties may be introduced to atmospheric simulations if groundwater table dynamics are neglected in the model.

[1]  Max A. Little,et al.  Robust evidence for random fractal scaling of groundwater levels in unconfined aquifers , 2010 .

[2]  Norbert Kalthoff,et al.  A Numerical Sensitivity Study on the Impact of Soil Moisture on Convection-Related Parameters and Convective Precipitation over Complex Terrain , 2011 .

[3]  Jing Chen,et al.  Effects of the land-surface heterogeneities in temperature and moisture from the ''combined approach'' on regional climate: a sensitivity study , 2003 .

[4]  Clemens Simmer,et al.  Disaggregation of screen-level variables in a numerical weather prediction model with an explicit simulation of subgrid-scale land-surface heterogeneity , 2012, Meteorology and Atmospheric Physics.

[5]  R. Stull An Introduction to Boundary Layer Meteorology , 1988 .

[6]  A. Rinaldo Introduction to special issue on Rain, Rivers, and Turbulence: A view from hydrology , 2006 .

[7]  G. G. Amenu,et al.  Interannual Variability of Deep-Layer Hydrologic Memory and Mechanisms of Its Influence on Surface Energy Fluxes , 2005 .

[8]  Pedro Viterbo,et al.  The land surface‐atmosphere interaction: A review based on observational and global modeling perspectives , 1996 .

[9]  Norbert Kalthoff,et al.  Soil moisture variability and its influence on convective precipitation over complex terrain , 2011 .

[10]  Clemens Simmer,et al.  Patterns in Soil–Vegetation–Atmosphere Systems: Monitoring, Modeling, and Data Assimilation , 2010 .

[11]  A. Robock,et al.  Incorporating water table dynamics in climate modeling: 3. Simulated groundwater influence on coupled land‐atmosphere variability , 2008 .

[12]  B. Ritter,et al.  A comprehensive radiation scheme for numerical weather prediction models with potential applications in climate simulations , 1992 .

[13]  S. Emori The interaction of cumulus convection with soil moisture distribution: An idealized simulation , 1998 .

[14]  Keith Beven,et al.  The introduction of macroscale hydrological complexity into land surface-atmosphere transfer models and the effect on planetary boundary layer development. , 1995 .

[15]  Jens Hartmann,et al.  Mapping permeability over the surface of the Earth , 2011 .

[16]  David O. Blanchard Assessing the vertical distribution of convective available potential energy , 1998 .

[17]  Reed M. Maxwell,et al.  Propagating Subsurface Uncertainty to the Atmosphere Using Fully Coupled Stochastic Simulations , 2011 .

[18]  Christa D. Peters-Lidard,et al.  A Modeling and Observational Framework for Diagnosing Local Land–Atmosphere Coupling on Diurnal Time Scales , 2009 .

[19]  R. Maxwell A terrain-following grid transform and preconditioner for parallel, large-scale, integrated hydrologic modeling , 2013 .

[20]  R. Dickinson,et al.  Spring soil moisture‐precipitation feedback in the Southern Great Plains: How is it related to large‐scale atmospheric conditions? , 2014 .

[21]  P. Wetzel Toward parameterization of the stable boundary layer , 1982 .

[22]  E. Wood,et al.  Observed Land–Atmosphere Coupling from Satellite Remote Sensing and Reanalysis , 2011 .

[23]  Craig A. Clark,et al.  Numerical Simulations of the Effect of Soil Moisture and Vegetation Cover on the Development of Deep Convection , 1995 .

[24]  Jean-Charles Dupont,et al.  Response of land surface fluxes and precipitation to different soil bottom hydrological conditions in a general circulation model , 2013 .

[25]  M. Sklash,et al.  The Role Of Groundwater In Storm Runoff , 1979 .

[26]  Ying Fan,et al.  Incorporating water table dynamics in climate modeling: 1. Water table observations and equilibrium water table simulations , 2007 .

[27]  Louis J. Wicker,et al.  Time-Splitting Methods for Elastic Models Using Forward Time Schemes , 2002 .

[28]  S. Ashby,et al.  A parallel multigrid preconditioned conjugate gradient algorithm for groundwater flow simulations , 1996 .

[29]  J. Lenters,et al.  Quantifying the impact of groundwater depth on evapotranspiration in a semi-arid grassland region , 2009 .

[30]  R. Maxwell,et al.  Capturing the influence of groundwater dynamics on land surface processes using an integrated, distributed watershed model , 2008 .

[31]  R. Maxwell,et al.  Integrated surface-groundwater flow modeling: A free-surface overland flow boundary condition in a parallel groundwater flow model , 2006 .

[32]  Mauro Sulis,et al.  A Scale-Consistent Terrestrial Systems Modeling Platform Based on COSMO, CLM, and ParFlow , 2014 .

[33]  Jan Vanderborght,et al.  Monitoring and Modeling the Terrestrial System from Pores to Catchments: The Transregional Collaborative Research Center on Patterns in the Soil–Vegetation–Atmosphere System , 2015 .

[34]  K. Ha,et al.  Effects of Spatial and Temporal Variations in PBL Depth on a GCM , 2007 .

[35]  B. Cook,et al.  Soil Moisture Feedbacks to Precipitation in Southern Africa , 2006 .

[36]  C. Taylor,et al.  Satellite detection of soil moisture impacts on convection at the mesoscale , 2006 .

[37]  Elfatih A. B. Eltahir,et al.  A Soil Moisture–Rainfall Feedback Mechanism: 1. Theory and observations , 1998 .

[38]  S. Seneviratne,et al.  Predictability of soil moisture and streamflow on subseasonal timescales: A case study , 2013 .

[39]  M. Baldauf,et al.  Operational Convective-Scale Numerical Weather Prediction with the COSMO Model: Description and Sensitivities , 2011 .

[40]  Elfatih A. B. Eltahir,et al.  Representation of Water Table Dynamics in a Land Surface Scheme. Part I: Model Development , 2005 .

[41]  Chin-Hoh Moeng,et al.  The Influence of Idealized Heterogeneity on Wet and Dry Planetary Boundary Layers Coupled to the Land Surface. , 2005 .

[42]  Sara Maria Lerer,et al.  Embedding complex hydrology in the regional climate system – Dynamic coupling across different modelling domains , 2014 .

[43]  Jim E. Jones,et al.  Approved for Public Release; Further Dissemination Unlimited Newton-krylov-multigrid Solvers for Large-scale, Highly Heterogeneous, Variably Saturated Flow Problems , 2022 .

[44]  B. Adler,et al.  The impact of soil moisture inhomogeneities on the modification of a mesoscale convective system: An idealised model study , 2011 .

[45]  Clemens Simmer,et al.  A downscaling scheme for atmospheric variables to drive soil–vegetation–atmosphere transfer models , 2010 .

[46]  Zhenghui Xie,et al.  A new parameterization for surface and groundwater interactions and its impact on water budgets with the variable infiltration capacity (VIC) land surface model , 2003 .

[47]  Fei Chen,et al.  The effect of groundwater interaction in North American regional climate simulations with WRF/Noah-MP , 2015, Climatic Change.

[48]  Reed M. Maxwell,et al.  Development of a Coupled Land Surface and Groundwater Model , 2005 .

[49]  Markus Geimer,et al.  Implementation and scaling of the fully coupled Terrestrial Systems Modeling Platform (TerrSysMP v1.0) in a massively parallel supercomputing environment - a case study on JUQUEEN (IBM Blue Gene/Q) , 2014 .

[50]  G. Miguez-Macho,et al.  The role of groundwater in the Amazon water cycle: 1. Influence on seasonal streamflow, flooding and wetlands , 2012 .

[51]  Zong-Liang Yang,et al.  Impacts of vegetation and groundwater dynamics on warm season precipitation over the Central United States , 2009 .

[52]  Clemens Simmer,et al.  The Influence of Hydrologic Modeling on the Predicted Local Weather: Two-Way Coupling of a Mesoscale Weather Prediction Model and a Land Surface Hydrologic Model , 2002 .

[53]  D. Lüthi,et al.  The Soil-Precipitation Feedback: A Process Study with a Regional Climate Model , 1999 .

[54]  Jehn-Yih Juang,et al.  Hydrologic and atmospheric controls on initiation of convective precipitation events , 2007 .

[55]  G. Mellor,et al.  Development of a turbulence closure model for geophysical fluid problems , 1982 .

[56]  Erik N. Rasmussen,et al.  The Effect of Neglecting the Virtual Temperature Correction on CAPE Calculations , 1994 .

[57]  Bill X. Hu,et al.  Coupling a groundwater model with a land surface model to improve water and energy cycle simulation , 2012 .

[58]  W. Langhans,et al.  Influence of the background wind on the local soil moisture-precipitation feedback , 2014 .

[59]  Xi Chen,et al.  Groundwater influences on soil moisture and surface evaporation , 2004 .

[60]  H. D. Orville,et al.  Bulk Parameterization of the Snow Field in a Cloud Model , 1983 .

[61]  L. A. Richards Capillary conduction of liquids through porous mediums , 1931 .

[62]  B. Hurk,et al.  Spatial and temporal connections in groundwater contribution to evaporation , 2011 .

[63]  C. Bretherton,et al.  The Soil Moisture–Precipitation Feedback in Simulations with Explicit and Parameterized Convection , 2009 .

[64]  K. Schilling,et al.  Temporal Scaling of Groundwater Level Fluctuations Near a Stream , 2012, Ground water.

[65]  Z. B. Bouallègue,et al.  Enhancing COSMO-DE ensemble forecasts by inexpensive techniques , 2013 .

[66]  Peter E. Thornton,et al.  Technical Description of the Community Land Model (CLM) , 2004 .

[67]  Carol S. Woodward,et al.  Development of a Coupled Groundwater-Atmosphere Model , 2011 .

[68]  Elfatih A. B. Eltahir,et al.  An analysis of the soil moisture‐rainfall feedback, based on direct observations from Illinois , 1997 .

[69]  Wei Wu,et al.  Influences of soil moisture and vegetation on convective precipitation forecasts over the United States Great Plains , 2014 .

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

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

[72]  R. Koster,et al.  Observational evidence that soil moisture variations affect precipitation , 2003 .

[73]  H. Vereecken,et al.  Towards a network of observatories in terrestrial environmental research , 2006 .

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

[75]  S. Kollet,et al.  The concept of dual‐boundary forcing in land surface‐subsurface interactions of the terrestrial hydrologic and energy cycles , 2014 .

[76]  R. Maxwell,et al.  The groundwater land-surface atmosphere connection: Soil moisture effects on the atmospheric boundary layer in fully-coupled simulations , 2007 .

[77]  Guiling Wang,et al.  Impact of Initial Soil Moisture Anomalies on Subsequent Precipitation over North America in the Coupled Land–Atmosphere Model CAM3–CLM3 , 2007 .

[78]  M. Tiedtke A Comprehensive Mass Flux Scheme for Cumulus Parameterization in Large-Scale Models , 1989 .

[79]  G. Miguez-Macho,et al.  The role of groundwater in the Amazon water cycle: 2. Influence on seasonal soil moisture and evapotranspiration , 2012 .

[80]  P. Wetzel,et al.  Effects of Spatial Variations of Soil Moisture and Vegetation on the Evolution of a Prestorm Environment: A Numerical Case Study , 1991 .