Suppr超能文献

比较三种模型在退化高山草甸区土壤水分保持曲线中的拟合效果。

Comparison of three models fitting the soil water retention curves in a degraded alpine meadow region.

机构信息

Key Laboratory of Land Surface Pattern and Simulation, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China.

Institute of crop science, Chinese Academy of Agricultural Sciences/Key laboratory of crop physiology and ecology, Ministry of Agricultural and Rural Affairs, Beijing, 100081, China.

出版信息

Sci Rep. 2019 Dec 5;9(1):18407. doi: 10.1038/s41598-019-54449-8.

Abstract

Soil water retention curve (SWRC) plays an important role in simulating soil water movement and assessing soil water holding capacity and availability. Comparison of fitness between different models to determine the best SWRC model of specific regions is required. In this study, three popular models, van Genuchten, Brooks Corey and Gardner model, were selected for comparing in a degraded alpine meadow region on the eastern Tibetan Plateau. Fitness, error distribution along with key parameters were compared. For each soil horizon, the soil moisture content at all soil water potentials decreased consistently with degradation, thereby integrally moving the SWRCs of all soil depths downward with degradation. The differences in SWRCs across various degradation degrees diminished along with soil depth and soil water potential. The Adj.r values of van Genuchten, Brooks Corey and Gardner models ranged in 0.971-0.995, 0.958-0.997, and 0.688-0.909, respectively. The van Genuchten and Brooks Corey models significantly (p < 0.05) outperformed the Gardner model, and have no significant differences in fitness. The fitness of all three models showed no significant changes with degradation. Regardless of degradation degree and soil depth, the fitting error of van Genuchten and Brooks Corey models was mainly distributed in the higher (from -100 hPa to -500 hPa) and lower (below -10000 hPa) potential sections. With regard to the parameters of van Genuchten and Brooks Corey models, the field capacity (θs), and permanent wilting moisture were highly coherent with Adj.r values of higher than 0.98, while the curve shape parameter (θr), and air entry pressure of the Brooks Corey model were much lower than those of the van Genuchten model with Adj.r values of lower than 0.91. The SWRCs with varying degrees of degradation are best fitted by both van Genuchten and Brooks Corey models but cannot be fitted by Gardner model. Soil water holding capacity decreased with degradation especially in the top soil (0 cm to 30 cm), but the curve shape of all SWRCs did not change significantly with degradation.

摘要

土壤水分保持曲线(SWRC)在模拟土壤水分运移和评估土壤持水能力和可用性方面起着重要作用。需要比较不同模型的拟合程度,以确定特定地区最佳的 SWRC 模型。本研究选择了 van Genuchten、Brooks Corey 和 Gardner 三种常用模型,在青藏高原东部退化高山草甸地区进行了比较。比较了模型的拟合度、误差分布以及关键参数。对于每个土壤层次,在所有土壤水分势下,土壤水分含量随着退化而持续下降,从而使所有土壤深度的 SWRC 整体向下移动。随着退化程度的增加,不同 SWRC 之间的差异沿着土壤深度和土壤水分势减小。van Genuchten、Brooks Corey 和 Gardner 模型的调整相关系数(Adj.r)分别在 0.971-0.995、0.958-0.997 和 0.688-0.909 之间。van Genuchten 和 Brooks Corey 模型显著(p<0.05)优于 Gardner 模型,拟合度无显著差异。三种模型的拟合度均随退化无显著变化。无论退化程度和土壤深度如何,van Genuchten 和 Brooks Corey 模型的拟合误差主要分布在较高(从-100 hPa 到-500 hPa)和较低(低于-10000 hPa)潜力段。对于 van Genuchten 和 Brooks Corey 模型的参数,田间持水量(θs)和永久萎蔫含水量与 Adj.r 值高度相关,Adj.r 值高于 0.98,而 Brooks Corey 模型的曲线形状参数(θr)和空气进气压力则远低于 van Genuchten 模型,Adj.r 值低于 0.91。具有不同退化程度的 SWRC 最适合由 van Genuchten 和 Brooks Corey 模型拟合,但不能由 Gardner 模型拟合。土壤持水能力随退化而降低,特别是在表层土壤(0 cm 至 30 cm),但所有 SWRC 的曲线形状随退化变化不大。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f599/6895033/ce1680dc2a81/41598_2019_54449_Fig1_HTML.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验