28 اردیبهشت 1403
مهدي رحمتي

مهدی رحمتی

مرتبه علمی: دانشیار
نشانی: گروه علوم و مهندسی خاک، دانشگاه مراغه، مراغه، ایران
تحصیلات: دکترای تخصصی / فیزیک و حفاظت خاک
تلفن:
دانشکده: دانشکده کشاورزی

مشخصات پژوهش

عنوان
Parasite inversion for determining the coefficients andtime-validity of Philip’s two-term infiltration equation
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
Bayesian information criterion; DiffeRential Evolution Adaptive Metropolis; maximum a posteriori density; Mualem–van Genuchten; Soil Water Infiltration Global
سال
2022
مجله VADOSE ZONE JOURNAL
شناسه DOI DOI: 10.1002/vzj2.20166
پژوهشگران پرخواه جایشوال ، یوفی گائو ، مهدی رحمتی ، یان وندربورت ، ییرکا سیمونک ، هری وریکین ، یسپر روت

چکیده

Many different equations have been proposed to describe quantitatively one-dimensional soil water infiltration. The unknown coefficients of these equations characterize soil hydraulic properties and may be estimated from a n record, {𝑡∼𝑖,𝐼∼𝑖}𝑛𝑖=1 , of cumulative infiltration measurements using curve fitting techniques. The two-term infiltration equation, 𝐼(𝑡)=𝑆𝑡√+𝑐𝐾s𝑡 , of Philip has been widely used to describe measured infiltration data. This function enjoys a solid mathematical–physical underpinning and admits a closed-form solution for the soil sorptivity, S [L T−1/2], and multiple, c [−], of the saturated hydraulic conductivity, Ks [L T−1]. However, Philip's two-term equation has a limited time validity, tvalid [T], and thus cumulative infiltration data, 𝐼∼(𝑡∼) , beyond 𝑡=𝑡valid will corrupt the estimates of S and Ks. This paper introduces a novel method for estimating S, c, Ks, and tvalid of Philip's two-term infiltration equation. This method, coined parasite inversion, use as vehicle Parlange's three-parameter infiltration equation. As prerequisite to our method, we present as secondary contribution an exact, robust and efficient numerical solution of Parlange's infiltration equation. This solution admits Bayesian parameter estimation with the DiffeRential Evolution Adaptive Metropolis (DREAM) algorithm and yields as byproduct the marginal distribution of Parlange's β parameter. We evaluate our method for 12 USDA soil types using synthetic infiltration data simulated with HYDRUS-1D. An excellent match is observed between the inferred values of S and Ks and their “true” values known beforehand. Furthermore, our estimates of c and tvalid correlate well with soil texture, corroborate linearity of the 𝑐(β) relationship for 0≤𝑡≤𝑡valid , and fall within reported ranges. A cumulative vertical infiltration of about 2.5 cm may serve as guideline for the time-validity of Philip's two-term infiltration equation.