On the Discretization of Richards Equation in Canadian Land Surface Models

IF 1.6 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES
M. Mackay, Gesa Meyer, J. Melton
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引用次数: 1

Abstract

ABSTRACT Both the Canadian Land Surface Scheme (CLASS) and the Soil, Vegetation, and Snow (SVS) land surface models employ a potentially problematic discretization of Richards equation for unsaturated vertical flow in the soil column. It is shown here that this discretization will always overestimate the vertical moisture gradient compared to a better-constructed first-order scheme, which under some circumstances could lead to erroneous moisture drawdown. The problem stems from an interpolation calculation on the irregularly spaced grids traditionally used by these models. While vanishing on uniform grids, this numerical error progressively worsens with increasing layer thickness differences. In this brief technical note a systematic method for developing first and higher order schemes on irregular, staggered grids is presented. To demonstrate the potential impact of the new first – order scheme, multi-year simulations of five FLUXNET sites are presented and discussed. A dramatic improvement in first layer soil moisture is found for two of the sites, which contributes to potentially significant differences in evapotranspiration. Higher order schemes are also possible but must be constructed carefully, in concert with a judicious choice of soil layer spacing in order to minimize discretization error. Given the extensive use of CLASS and SVS in Canadian environmental prediction systems, and the freedom with which users can specify soil layer thicknesses, it is recommended that modellers consider this issue carefully in their applications.
论加拿大陆面模型中Richards方程的离散化
摘要加拿大地表方案(CLASS)和土壤、植被和雪(SVS)地表模型都采用了Richards方程的潜在问题离散化,用于土壤柱中的非饱和垂直流。这里表明,与构造更好的一阶方案相比,这种离散化总是高估垂直湿度梯度,这在某些情况下可能导致错误的湿度下降。该问题源于这些模型传统上使用的不规则间隔网格上的插值计算。当在均匀网格上消失时,这种数值误差随着层厚度差异的增加而逐渐恶化。在这篇简短的技术说明中,提出了一种在不规则交错网格上开发一阶和高阶方案的系统方法。为了证明新的一阶方案的潜在影响,对五个FLUXNET站点进行了多年模拟。其中两个地点的第一层土壤湿度显著改善,这可能导致蒸散量的显著差异。高阶方案也是可能的,但必须谨慎构建,同时明智地选择土层间距,以最大限度地减少离散化误差。鉴于CLASS和SVS在加拿大环境预测系统中的广泛使用,以及用户可以自由指定土层厚度,建议建模人员在应用中仔细考虑这个问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Atmosphere-Ocean
Atmosphere-Ocean 地学-海洋学
CiteScore
2.50
自引率
16.70%
发文量
33
审稿时长
>12 weeks
期刊介绍: Atmosphere-Ocean is the principal scientific journal of the Canadian Meteorological and Oceanographic Society (CMOS). It contains results of original research, survey articles, notes and comments on published papers in all fields of the atmospheric, oceanographic and hydrological sciences. Arctic, coastal and mid- to high-latitude regions are areas of particular interest. Applied or fundamental research contributions in English or French on the following topics are welcomed: climate and climatology; observation technology, remote sensing; forecasting, modelling, numerical methods; physics, dynamics, chemistry, biogeochemistry; boundary layers, pollution, aerosols; circulation, cloud physics, hydrology, air-sea interactions; waves, ice, energy exchange and related environmental topics.
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