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A Generalized Multistep Dynamic (GMD) TOPMODEL.
- Source :
- Water Resources Research; Jan2023, Vol. 59 Issue 1, p1-27, 27p
- Publication Year :
- 2023
-
Abstract
- There is a lack of Ordinary Differential Equation (ODE) formulations in numerical hydrology, contributing to the lack of application of canned adaptive timestep solvers; hence the continued dominance of fixed (e.g., Euler) timestep techniques despite their fundamental problems. In this paper, we reformulate Dynamic-TOPMODEL into a constraint-handling ODE form and use MATLAB's advanced adaptive ODE-solvers to solve the resulting system of equations. For wider applicability, but based on existing research and/or first principles, we developed Generalized Multistep Dynamic TOPMODEL which includes: iso-basin spatial discretization, diffusion wave routing, depth-dependent overland flow velocity, relaxing the assumption of water-table parallelism to the ground surface, a power-law hydraulic conductivity profile, new unsaturated zone flux, and a reference frame adjustment. To demonstrate the model we calibrate it to a peat catchment case study, for which we also test sensitivity to spatial discretization. Our results suggest that (a) a five-fold improvement in model runtime can result from adaptive timestepping; (b) the additional iso-basin discretization layer, as a way to further constrain spatial information where needed, also improves performance; and (c) the common-practice arbitrary Topographic Index (TI) discretization substantially alters calibrated parameters. More objective and physically constrained (e.g., top-down) approaches to TI classification may be needed. [ABSTRACT FROM AUTHOR]
- Subjects :
- ORDINARY differential equations
HYDRAULIC conductivity
FLOW velocity
PEAT
Subjects
Details
- Language :
- English
- ISSN :
- 00431397
- Volume :
- 59
- Issue :
- 1
- Database :
- Complementary Index
- Journal :
- Water Resources Research
- Publication Type :
- Academic Journal
- Accession number :
- 161608499
- Full Text :
- https://doi.org/10.1029/2022WR032198