Emulation of the Saint Venant Equations Enables Rapid and Accurate Predictions of Infiltration and Overland Flow Velocity on Spatially Heterogeneous Surfaces
暂无分享,去创建一个
[1] J. Wainwright,et al. From structure to function: Understanding shrub encroachment in drylands using hydrological and sediment connectivity , 2019, Ecological Indicators.
[2] Andrés García,et al. Artificial neural networks as emulators of process-based models to analyse bathing water quality in estuaries. , 2019, Water research.
[3] Marc-Thorsten Hütt,et al. Connectivity and complex systems: learning from a multi-disciplinary perspective , 2018, Applied Network Science.
[4] Jeremy Rohmer,et al. Casting light on forcing and breaching scenarios that lead to marine inundation: Combining numerical simulations with a random-forest classification approach , 2018, Environ. Model. Softw..
[5] I. Stavi,et al. Small‐scale Geodiversity Regulates Functioning, Connectivity, and Productivity of Shrubby, Semi‐arid Rangelands , 2018 .
[6] G. Ali,et al. The T‐TEL Method for Assessing Water, Sediment, and Chemical Connectivity , 2018 .
[7] Matthew W. Farthing,et al. Numerical Solution of Richards' Equation: A Review of Advances and Challenges , 2017 .
[8] H. Yizhaq,et al. Shifts in landscape ecohydrological structural–functional relationship driven by experimental manipulations and ecological interactions , 2017 .
[9] Arnaud J.A.M. Temme,et al. A network theory approach for a better understanding of overland flow connectivity , 2016 .
[10] G. Katul,et al. Matching ecohydrological processes and scales of banded vegetation patterns in semiarid catchments , 2016 .
[11] Victor Kuperman,et al. The Random Forests statistical technique: An examination of its value for the study of reading , 2016, Scientific studies of reading : the official journal of the Society for the Scientific Study of Reading.
[12] R. Maxwell,et al. Evaluation of distributed BMPs in an urban watershed—High resolution modeling for stormwater management , 2015 .
[13] D. Breshears,et al. Rainfall intensity switches ecohydrological runoff/runon redistribution patterns in dryland vegetation patches. , 2015, Ecological applications : a publication of the Ecological Society of America.
[14] G. Katul,et al. The dual role of soil crusts in desertification , 2015 .
[15] Andrew J. Miller,et al. Untangling the effects of urban development on subsurface storage in Baltimore , 2015 .
[16] Debra P. C. Peters,et al. Connectivity in dryland landscapes: shifting concepts of spatial interactions , 2015 .
[17] N. McIntyre,et al. Upscaling hydrological processes and land management change impacts using a metamodeling procedure , 2013 .
[18] I. Noy‐Meir. STRUCTURE AND FUNCTION OF DESERT ECOSYSTEMS , 2013 .
[19] Doerthe Tetzlaff,et al. Concepts of hydrological connectivity: Research approaches, pathways and future agendas , 2013 .
[20] K. Daniels,et al. Local properties of patterned vegetation: quantifying endogenous and exogenous effects , 2013, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.
[21] L. Larsen,et al. Directional connectivity in hydrology and ecology. , 2012, Ecological applications : a publication of the Ecological Society of America.
[22] Bryan A. Tolson,et al. Numerical assessment of metamodelling strategies in computationally intensive optimization , 2012, Environ. Model. Softw..
[23] Andrea Castelletti,et al. A general framework for Dynamic Emulation Modelling in environmental problems , 2012, Environ. Model. Softw..
[24] J. Bogaert,et al. Determinants and dynamics of banded vegetation pattern migration in arid climates , 2012 .
[25] Nicolas Barbier,et al. Environmental modulation of self‐organized periodic vegetation patterns in Sudan , 2011 .
[26] L. Ridolfi,et al. Unsteady overland flow on flat surfaces induced by spatial permeability contrasts , 2011 .
[27] Norbert Silvera,et al. Comparison of roughness models to simulate overland flow and tracer transport experiments under simulated rainfall at plot scale , 2011 .
[28] Gaël Varoquaux,et al. Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..
[29] Bithin Datta,et al. Multi-objective management of saltwater intrusion in coastal aquifers using genetic programming and modular neural network based surrogate models. , 2010 .
[30] Ciaran J. Harman,et al. Vegetation-infiltration relationships across climatic and soil type gradients , 2010 .
[31] J. Antenucci,et al. A multiobjective response surface approach for improved water quality planning in lakes and reservoirs , 2010 .
[32] Bimlesh Kumar,et al. Metamodel-based design of alluvial channels at incipient motion subjected to seepage , 2010 .
[33] Jeffrey J. McDonnell,et al. Connectivity at the hillslope scale: identifying interactions between storm size, bedrock permeability, slope angle and soil depth. , 2009 .
[34] Thomas R. Schueler,et al. Is Impervious Cover Still Important? Review of Recent Research , 2009 .
[35] Susana Bautista,et al. Measurement of the connectivity of runoff source areas as determined by vegetation pattern and topography: A tool for assessing potential water and soil losses in drylands , 2008 .
[36] Kerry R. Pearn,et al. The impact of future socio-economic and climate changes on agricultural land use and the wider environment in East Anglia and North West England using a metamodel system , 2008 .
[37] L. Descroix,et al. Investigating the spatial and temporal boundaries of Hortonian and Hewlettian runoff in Northern Mexico , 2007 .
[38] V. Guttal,et al. Self-organization and productivity in semi-arid ecosystems: implications of seasonality in rainfall. , 2007, Journal of theoretical biology.
[39] M. Rietkerk,et al. Spatial vegetation patterns and imminent desertification in Mediterranean arid ecosystems , 2007, Nature.
[40] Louise J. Bracken,et al. Applying flow resistance equations to overland flows , 2007 .
[41] Louise J. Bracken,et al. The concept of hydrological connectivity and its contribution to understanding runoff‐dominated geomorphic systems , 2007 .
[42] M. Alberti,et al. The impact of urban patterns on aquatic ecosystems: An empirical analysis in Puget lowland sub-basins , 2007 .
[43] J. Ludwig,et al. Leakiness: A new index for monitoring the health of arid and semiarid landscapes using remotely sensed vegetation cover and elevation data , 2007 .
[44] Sim Reaney,et al. Use of the Connectivity of Runoff Model (CRUM) to investigate the influence of storm characteristics on runoff generation and connectivity in semi‐arid areas , 2007 .
[45] J. Belnap. The potential roles of biological soil crusts in dryland hydrologic cycles , 2006 .
[46] M. Vanclooster,et al. Metamodelling: Theory, concepts and application to nitrate leaching modelling , 2006 .
[47] W. Shuster,et al. Impacts of impervious surface on watershed hydrology: A review , 2005 .
[48] Bithin Datta,et al. Optimal Management of Coastal Aquifers Using Linked Simulation Optimization Approach , 2005 .
[49] Holger R. Maier,et al. Water Distribution System Optimization Using Metamodels , 2005 .
[50] D. Tongway,et al. VEGETATION PATCHES AND RUNOFF–EROSION AS INTERACTING ECOHYDROLOGICAL PROCESSES IN SEMIARID LANDSCAPES , 2005 .
[51] S. Assouline. Rainfall‐Induced Soil Surface Sealing: A Critical Review of Observations, Conceptual Models, and Solutions , 2004 .
[52] James P. Heaney,et al. Estimation of Urban Imperviousness and its Impacts on Storm Water Systems , 2003 .
[53] Barbara S. Minsker,et al. A Dynamic Meta-Model Approach to Genetic Algorithm Solution of a Risk-Based Groundwater Remediation Design Model , 2003 .
[54] L. Kumar,et al. Self‐Organization of Vegetation in Arid Ecosystems , 2002, The American Naturalist.
[55] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[56] H. Olff,et al. Multiscale soil and vegetation patchiness along a gradient of herbivore impact in a semi-arid grazing system in West Africa , 2000, Plant Ecology.
[57] T. R. Neelakantan,et al. NEURAL NETWORK-BASED SIMULATION-OPTIMIZATION MODEL FOR RESERVOIR OPERATION , 2000 .
[58] Nikolaos D. Katopodes,et al. Hydrodynamics of Turbid Underflows. I: Formulation and Numerical Analysis , 1999 .
[59] C. Jackson,et al. URBANIZATION OF AQUATIC SYSTEMS: DEGRADATION THRESHOLDS, STORMWATER DETECTION, AND THE LIMITS OF MITIGATION 1 , 1997 .
[60] D. Woolhiser,et al. Analytical Integration of the Kinematic Equation for Runoff on a Plane Under Constant Rainfall Rate and Smith and Parlange Infiltration , 1996 .
[61] C. Arnold,et al. IMPERVIOUS SURFACE COVERAGE: THE EMERGENCE OF A KEY ENVIRONMENTAL INDICATOR , 1996 .
[62] L. L. Rogers,et al. Optimization of groundwater remediation using artificial neural networks with parallel solute transport modeling , 1994 .
[63] Gerard Govers,et al. Relationship between discharge, velocity and flow area for rills eroding loose, non‐layered materials , 1992 .
[64] M. Celia,et al. A General Mass-Conservative Numerical Solution for the Unsaturated Flow Equation , 1990 .
[65] William M. Alley,et al. Effective Impervious Area in Urban Runoff Modeling , 1983 .
[66] Van Genuchten,et al. A closed-form equation for predicting the hydraulic conductivity of unsaturated soils , 1980 .
[67] R. Horton. The Rôle of infiltration in the hydrologic cycle , 1933 .
[68] L. A. Richards. Capillary conduction of liquids through porous mediums , 1931 .
[69] H. Andrieu,et al. Understanding, management and modelling of urban hydrology and its consequences for receiving waters: A state of the art , 2013 .
[70] Eric Jones,et al. SciPy: Open Source Scientific Tools for Python , 2001 .
[71] D. Tongway,et al. Theories on the Origins, Maintenance, Dynamics, and Functioning of Banded Landscapes , 2001 .
[72] Christen Duus Børgesen,et al. Estimating the effect of legislation on nitrogen leaching by upscaling field simulations , 2001 .
[73] M. Turner,et al. LANDSCAPE ECOLOGY : The Effect of Pattern on Process 1 , 2002 .
[74] Luna B. Leopold,et al. Hydrology for urban land plan-ning-a guidebook on the hydrologic effects of urban land use , 1968 .