利用低复杂度空间分布模型模拟土壤侵蚀和输沙的年内动态

IF 5.7 1区 农林科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Francis Matthews , Panos Panagos , Arthur Fendrich , Gert Verstraeten
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引用次数: 0

摘要

模拟水文气象驱动因素和扰动(如植被砍伐、耕作事件、野火)的年内影响的侵蚀模式需要在低于长期年平均值的时间尺度(如(修订)通用土壤流失方程的本地时间尺度)上表示时间变异。在这里,我们测试了一个低复杂性、空间分布的模型(WaTEM/SEDEM: W/S),来模拟15天的侵蚀和泥沙动力学。标准化建模程序应用于西北欧的四个监测和充分研究的集水区,使用开放获取的流量(Q)和悬浮泥沙负荷(SSL)数据,创建了一个可主要使用泛欧盟数据实施的模型工作流。尽管在W/S中引入了降雨侵蚀力和作物覆盖的时间变化,但运输能力(TC)的时间静态校准不能充分复制大多数流域的SSL变化。相反,通过多时相校准程序将季节性嵌入到TC中,通过分别在夏季和冬季降低和增加沉积物输运效率,改善了SSL变率的表征。最优多时相土壤侵蚀指数(即像元尺度土壤位移)与河道内土壤侵蚀指数呈负相关或相对解耦关系。与暂时静态TC校准相比,大多数集水区的净效应是在聚合时间尺度上模拟的内部沉积物通量的大小减小。虽然多时相温度曲线对模型中潜在的季节偏差提供了有趣的见解,但由于时间和空间上潜在误差补偿的混杂影响,以及未代表的水文和侵蚀过程,在解释时应注意。尽管WaTEM/SEDEM的时间降尺度涉及到复杂性,但与单次迭代长期方法相比,我们展示了这种方法的实用性,可以更好地理解能够大规模应用的土壤侵蚀模型中时间尺度和空间再分配率之间的相互依赖性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Testing a low-complexity spatially distributed model to simulate the intra-annual dynamics of soil erosion and sediment delivery
Erosion models simulating the intra-annual effects of hydrometeorological drivers and disturbances (e.g. vegetation clearcutting, tillage events, wildfires) need to represent temporal variability at time scales below the long-term annual average (e.g. the native timescale of the (Revised) Universal Soil Loss Equation). Here, we test a low-complexity, spatially distributed model (WaTEM/SEDEM: W/S), to simulate 15-day erosion and sediment dynamics. A standardised modelling routine was applied to four monitored and well-studied catchments in North-West Europe with open-access discharge (Q) and suspended sediment load (SSL) data, creating a model workflow implementable with predominantly pan-European Union data. Despite introducing temporally variable rainfall erosivity and crop cover into W/S, a temporally static calibration of transport capacity (TC) could not adequately replicate the SSL variability in most catchments. Instead, embedding seasonality into the TC through a multitemporal calibration routine improved the representation of the SSL variability by reducing and increasing the sediment transport efficiency in summer and winter, respectively. The optimal multitemporal TC revealed a negative relationship, or relative decoupling effect, between the gross erosion (i.e. the pixel-scale soil displacement) and the in-channel SSL. The net effect in most catchments was a reduction in the magnitudes of the simulated internal sediment fluxes at aggregated timescales compared to a temporally static TC calibration. While the multitemporal TC profiles give interesting insights into the potential seasonal biases within the model, care should be taken in its interpretation due to the confounding influence of potential error compensation in time and space, as well as unrepresented hydrological and erosion processes. Despite the complexities involved in the temporal downscaling of WaTEM/SEDEM, compared to single iteration long-term approaches, we show the utility of this approach to better understand the interdependencies between temporal scale and spatial redistribution rates within soil erosion models capable of large-scale applications.
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来源期刊
Catena
Catena 环境科学-地球科学综合
CiteScore
10.50
自引率
9.70%
发文量
816
审稿时长
54 days
期刊介绍: Catena publishes papers describing original field and laboratory investigations and reviews on geoecology and landscape evolution with emphasis on interdisciplinary aspects of soil science, hydrology and geomorphology. It aims to disseminate new knowledge and foster better understanding of the physical environment, of evolutionary sequences that have resulted in past and current landscapes, and of the natural processes that are likely to determine the fate of our terrestrial environment. Papers within any one of the above topics are welcome provided they are of sufficiently wide interest and relevance.
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