SEBAL和Ts/VI梯形模型在阿尔及利亚半干旱环境实际蒸散估算中的应用

Q4 Earth and Planetary Sciences Revista Brasileira de Meteorologia Pub Date : 2021-04-09 DOI:10.1590/0102-77863610020
Fellah Sahnoun, Hamimed Abderrahmane, Miloudi Kaddour, Khaldi Abdelkader, Benslimane Mohamed, T. Castro
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引用次数: 2

摘要

蒸散和地表能通量的准确时空估计对于许多农业环境应用至关重要,包括确定水平衡、灌溉调度、农业生态区划、模拟全球土地利用变化和预测作物产量。基于遥感的能量平衡模型目前最适合在时间和空间尺度上估计ET。本研究对使用两种不同模型获得的阿尔及利亚西部Habra平原ET图进行了对比:Ts/VI梯形(地表温度/植被指数梯形模型)和SEBAL(陆地地表能量平衡算法)。Ts/VI梯形是最常用的模型,因为它简单易用,数据输入要求少,精度相对较高。它允许使用Priestley-Taylor方程直接估计ET。而SEBAL允许通过使用相当复杂的基于冷热像素的上下文方法,通过迭代方法内部校准显热通量,将ET估计为能量平衡方程的残差项。该数据集由2018-2019年采集的四张陆地卫星-8 OLI/TIRS图像和一些地面测量数据组成。总之,结果表明,SEBAL和Ts/VI梯形模型提供了可比较的输出,并表明这两个模型都是在地面测量稀少或难以收集的农业地区绘制ET地图的合适方法。
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Application of SEBAL and Ts/VI Trapezoid Models for Estimating Actual Evapotranspiration in the Algerian Semi-Arid Environment to Improve Agricultural Water Management
Accurate spatio-temporal estimation of evapotranspiration (ET) and surface energy fluxes is crucial for many agroenvironmental applications, including the determination of water balance, irrigation scheduling, agro-ecological zoning, simulation of global changes in land use and forecasting crop yields. Remote sensing based energy balance models are presently most suitable for estimating ET at both temporal and spatial scales. This study presents an intercomparison of ET maps over the Habra plain in western Algeria obtained with two different models: Ts/VI trapezoid (Surface temperature/Vegetation Index Trapezoid Model) and SEBAL (Surface Energy Balance Algorithm for Land). Ts/VI trapezoid is the most used model, due to its simplicity, ease of use, few data input requirements and relatively high accuracy. It allows estimating ET directly by using the Priestley-Taylor equation. Whereas SEBAL allows estimating ET as the residual term of the energy balance equation, by using a rather complex hot and cold pixel based contextual approach to internally calibrate sensible heat flux through an iterative approach. The data set consists of four Landsat-8 OLI/TIRS images acquired on 2018-2019 and some ground measurements. In conclusion, the results show that SEBAL and Ts/VI trapezoid models provide comparable outputs and suggest that both the two models are suitable approaches for ET mapping over agricultural areas where ground measurements are scarce or difficult to collect.
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来源期刊
Revista Brasileira de Meteorologia
Revista Brasileira de Meteorologia Earth and Planetary Sciences-Atmospheric Science
CiteScore
1.70
自引率
0.00%
发文量
26
审稿时长
16 weeks
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