Development and testing of a fully-coupled subsurface-land surface-atmosphere hydrometeorological model: High-resolution application in urban terrains

Ashby, 1996, A parallel multigrid preconditioned conjugate gradient algorithm for groundwater flow simulations, Nucl. Sci. Eng., 124, 145, 10.13182/NSE96-A24230 Barnes, 2016, Global topographic slope enforcement to ensure connectivity and drainage in an urban terrain, J. Hydrol. Eng., 21, 10.1061/(ASCE)HE.1943-5584.0001306 Barnes, 2018, Impacts of development pattern on urban groundwater flow regime, Water Resour. Res., 54, 5198, 10.1029/2017WR022146 Bhaskar, 2015, Untangling the effects of urban development on subsurface storage in Baltimore, Water Resour. Res., 51, 1158, 10.1002/2014WR016039 Block, 2004, Impacts of anthropogenic heat on regional climate patterns, Geophys. Res. Lett., 31, 10.1029/2004GL019852 Bou-Zeid, 2020, The persistent challenge of surface heterogeneity in boundary-layer meteorology: a review, Boundary-Layer Meteorol., 1 Chen, 2001, Coupling an Advanced land surface–hydrology model with the Penn State–NCAR MM5 modeling system. Part I: model implementation and sensitivity, Mon. Weather Rev., 129, 569, 10.1175/1520-0493(2001)129<0569:CAALSH>2.0.CO;2 Dai, 2003, The Common Land Model, Bullet. Amer. Meteorol. Soc., 84, 1013, 10.1175/BAMS-84-8-1013 Fersch, 2020, High-resolution fully coupled atmospheric–hydrological modeling: a cross-compartment regional water and energy cycle evaluation, Hydrol. Earth Syst. Sci., 24, 2457, 10.5194/hess-24-2457-2020 García-Sánchez, 2018, Predictive large eddy simulations for urban flows: challenges and opportunities, Build. Environ., 139, 146, 10.1016/j.buildenv.2018.05.007 Hong, 2006, A new vertical diffusion package with an explicit treatment of entrainment processes, Mon. Weather Rev., 134, 2318, 10.1175/MWR3199.1 Jones, 2001, Newton–Krylov-multigrid solvers for large-scale, highly heterogeneous, variably saturated flow problems, Adv. Water Resour., 24, 763, 10.1016/S0309-1708(00)00075-0 Kollet, 2006, Integrated surface–groundwater flow modeling: a free-surface overland flow boundary condition in a parallel groundwater flow model, Adv. Water Resour., 29, 945, 10.1016/j.advwatres.2005.08.006 Kollet, 2008, Capturing the influence of groundwater dynamics on land surface processes using an integrated, distributed watershed model, Water Resour. Res., 44, 1, 10.1029/2007WR006004 Li, 2013, Synergistic interactions between urban Heat Islands and heat waves: the impact in cities is larger than the sum of its parts*, J. Appl. Meteorol. Climatol., 52, 2051, 10.1175/JAMC-D-13-02.1 Li, 2014, Quality and sensitivity of high-resolution numerical simulation of urban heat islands, Environ. Res. Lett., 9, 10.1088/1748-9326/9/5/055001 Li, 2014, The effectiveness of cool and green roofs as urban heat island mitigation strategies, Environ. Res. Lett., 9, 55002, 10.1088/1748-9326/9/5/055002 Liu, 2012, Study on micro-atmospheric environment by coupling large eddy simulation with mesoscale model, J. Wind Eng. Ind. Aerodyn., 107–108, 106, 10.1016/j.jweia.2012.03.033 Lopez, 2016, Identifying urban features from LiDAR for a high-resolution urban hydrologic model, JAWRA J. Am. Water Resour. Assoc., 52, 756, 10.1111/1752-1688.12425 Manoli, 2019, Magnitude of urban heat islands largely explained by climate and population, Nature, 573, 55, 10.1038/s41586-019-1512-9 Manoli, 2020, Seasonal hysteresis of surface urban heat islands, Proc. Natl. Acad. Sci., 117, 7082, 10.1073/pnas.1917554117 Mauree, 2018, Multi-scale modeling of the urban meteorology: integration of a new canopy model in the WRF model, Urban Clim., 26, 60, 10.1016/j.uclim.2018.08.002 Maxwell, 2013, A terrain-following grid transform and preconditioner for parallel, large-scale, integrated hydrologic modeling, Adv. Water Resour., 53, 109, 10.1016/j.advwatres.2012.10.001 Maxwell, 2005, Development of a coupled land surface and groundwater model, J. Hydrometeorol., 6, 233, 10.1175/JHM422.1 Maxwell, 2011, Development of a coupled groundwater–atmosphere model, Mon. Weather Rev., 139, 96, 10.1175/2010MWR3392.1 Meili, 2020, An urban ecohydrological model to quantify the effect of vegetation on urban climate and hydrology (UT&C v1.0). Geosci, Model Dev., 13, 335, 10.5194/gmd-13-335-2020 Mirocha, 2013, Transition and equilibration of neutral atmospheric boundary layer flow in one-way nested large-Eddy simulations using the weather research and forecasting model, Mon. Weather Rev., 141, 918, 10.1175/MWR-D-11-00263.1 Nahian, 2020, Complex meteorology over a complex mining facility: assessment of topography, land use, and grid spacing modifications in WRF, J. Appl. Meteorol. Climatol., 59, 769, 10.1175/JAMC-D-19-0213.1 Park, 2015, Large-eddy simulation of turbulent flow in a densely built-up urban area, Environ. Fluid Mech., 15, 235, 10.1007/s10652-013-9306-3 Ramamurthy, 2014, Contribution of impervious surfaces to urban evaporation, Water Resour. Res., 50, 2889, 10.1002/2013WR013909 Ramamurthy, 2017, Heatwaves and urban heat islands: a comparative analysis of multiple cities, J. Geophys. Res. Atmos., 122, 168, 10.1002/2016JD025357 Ramamurthy, 2014, Influence of subfacet heterogeneity and material properties on the urban surface energy budget, J. Appl. Meteorol. Climatol., 53, 2114, 10.1175/JAMC-D-13-0286.1 Ren, 2015, Urbanization as a major driver of urban climate change, Adv. Clim. Chang. Res., 10.1016/j.accre.2015.08.003 Richards, 1931, Capillary conduction of liquids through porous mediums, J. Appl. Phys., 1, 318 Ryu, 2016, Realistic representation of trees in an urban canopy model, Boundary-Layer Meteorol., 159, 193, 10.1007/s10546-015-0120-y Ryu, 2016, The influence of land surface heterogeneities on heavy convective rainfall in the Baltimore–Washington metropolitan area, Mon. Weather Rev., 144, 553, 10.1175/MWR-D-15-0192.1 Schaake, 1996, Simple water balance model for estimating runoff at different spatial and temporal scales, J. Geophys. Res. Atmos., 101, 7461, 10.1029/95JD02892 Seck, 2015, Spin-up behavior and effects of initial conditions for an integrated hydrologic model, Water Resour. Res., 51, 2188, 10.1002/2014WR016371 Senatore, 2015, Fully coupled atmosphere-hydrology simulations for the Central Mediterranean: impact of enhanced hydrological parameterization for short and long time scales, J. Adv. Model. Earth Syst., 7, 1693, 10.1002/2015MS000510 Seto, 2009, Global urban land-use trends and climate impacts, Curr. Opin. Environ. Sustain., 1, 89, 10.1016/j.cosust.2009.07.012 Shrestha, 2014, A scale-consistent terrestrial systems modeling platform based on COSMO, CLM, and ParFlow, Mon. Weather Rev., 142, 3466, 10.1175/MWR-D-14-00029.1 Skamarock, 2008, A description of the advanced research WRF version 3, NCAR Tech. Note. Spyrou, 2020, Implementation of a nowcasting hydrometeorological system for studying flash flood events: the case of Mandra, Greece, Remote Sens., 12, 10.3390/rs12172784 Talbot, 2012, Nested Mesoscale large-Eddy simulations with WRF: performance in real test cases, J. Hydrometeorol., 13, 1421, 10.1175/JHM-D-11-048.1 Vahmani, 2014, Incorporating an urban irrigation module into the Noah land surface model coupled with an urban canopy model, J. Hydrometeorol., 15, 1440, 10.1175/JHM-D-13-0121.1 Varlas, 2018, A multi-platform Hydrometeorological analysis of the flash flood event of 15 November 2017 in Attica, Greece, Remote Sens., 11, 45, 10.3390/rs11010045 Wagner, 2016, Fully coupled atmospheric-hydrological modeling at regional and long-term scales: development, application, and analysis of WRF-HMS, Water Resour. Res., 52, 3187, 10.1002/2015WR018185 Wang, 2011, A spatially-analytical scheme for surface temperatures and conductive heat fluxes in urban canopy models, Boundary-Layer Meteorol., 138, 171, 10.1007/s10546-010-9552-6 Wang, 2013, A coupled energy transport and hydrological model for urban canopies evaluated using a wireless sensor network, Q. J. R. Meteorol. Soc., 139, 1643, 10.1002/qj.2032 Wiersema, 2020, Mesoscale to microscale simulations over complex terrain with the immersed boundary method in the weather research and forecasting model, Mon. Weather Rev., 148, 577, 10.1175/MWR-D-19-0071.1 Wyngaard, 2004, Toward Numerical Modeling in the “Terra Incognita”, J. Atmos. Sci., 61, 1816, 10.1175/1520-0469(2004)061<1816:TNMITT>2.0.CO;2