Hydrology and earth system sciences · 2016 · 46 citations · 58 references
Land Surface ModelsEngineeringHydrogeophysicsGeomorphologyHydrogeologic SystemEarth ScienceCatchment ScaleHydrological LimitationsHydrological ModelingGlobal Hyper-resolution ModelHydrogeologySubsurface HydrologyGeographyHydrologyDeep-groundwater Chalk BasinLand Surface ModelWater ResourcesSurface-water HydrologyLand Surface ModelingLsm InadequaciesHydrological Science
Abstract. Land surface models (LSMs) are prospective starting points to develop a global hyper-resolution model of the terrestrial water, energy, and biogeochemical cycles. However, there are some fundamental limitations of LSMs related to how meaningfully hydrological fluxes and stores are represented. A diagnostic approach to model evaluation and improvement is taken here that exploits hydrological expert knowledge to detect LSM inadequacies through consideration of the major behavioural functions of a hydrological system: overall water balance, vertical water redistribution in the unsaturated zone, temporal water redistribution, and spatial water redistribution over the catchment's groundwater and surface-water systems. Three types of information are utilized to improve the model's hydrology: (a) observations, (b) information about expected response from regionalized data, and (c) information from an independent physics-based model. The study considers the JULES (Joint UK Land Environmental Simulator) LSM applied to a deep-groundwater chalk catchment in the UK. The diagnosed hydrological limitations and the proposed ways to address them are indicative of the challenges faced while transitioning to a global high resolution model of the water cycle.
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Kenneth E. Mitchell, Dag Lohmann, Paul R. Houser et al. · Journal of Geophysical Research Atmospheres · 2004 · 1.3K citations · Full text