Why modified Picard works: Mass-conservative and higher-order time integration for the Richardson–Richards equation

We show that the mass-conservative modified Picard scheme of Celia et al. (1990) for the Richardson–Richards equation is exactly the Newton–Schur reduction of a differential–algebraic (DAE) formulation in which moisture content is retained and linked to pressure head by a constitutive constraint. The reduced DAE formulation yields a pressure head-only residual and generalizes to higher-order multistep schemes (e.g., backward differentiation formulas) while preserving discrete mass balance. Benchmarks on one-dimensional infiltration problems compare the classical mixed scheme with the proposed higher-order DAE and Schur-reduced formulations, with higher-order mass-conservative formulations achieving lower errors at a given time step size.

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Journal
Advances in Water Resources
Published
2026-05-01
DOI
https://doi.org/10.1016/j.advwatres.2026.105327
Primary Topic
Numerical methods for differential equations
Type
article
Field-Weighted Citation Impact
0.00

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article

Why modified Picard works: Mass-conservative and higher-order time integration for the Richardson–Richards equation

Martine J. van der Ploeg, Albrecht H. Weerts, Huite P. Bootsma
Advances in Water Resources
Numerical methods for differential equations
article

Why modified Picard works: Mass-conservative and higher-order time integration for the Richardson–Richards equation

Martine J. van der Ploeg, Albrecht H. Weerts, Huite P. Bootsma
article en

Abstract

We show that the mass-conservative modified Picard scheme of Celia et al. (1990) for the Richardson–Richards equation is exactly the Newton–Schur reduction of a differential–algebraic (DAE) formulation in which moisture content is retained and linked to pressure head by a constitutive constraint. The reduced DAE formulation yields a pressure head-only residual and generalizes to higher-order multistep schemes (e.g., backward differentiation formulas) while preserving discrete mass balance. Benchmarks on one-dimensional infiltration problems compare the classical mixed scheme with the proposed higher-order DAE and Schur-reduced formulations, with higher-order mass-conservative formulations achieving lower errors at a given time step size.

Advances in Water Resources
Deltares (NL), Wageningen University & Research (NL)
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Openalex Percentile: Top 5%
Numerical methods for differential equations
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