利用SMAP任务的土壤水分产品估计平原地区的实际蒸散量

IF 0.4 Q4 REMOTE SENSING
E. Walker, G. A. García, V. Venturini
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引用次数: 2

摘要

蒸散发(Evapotranspiration, ET)是水循环和地表能量平衡的重要过程。在过去的几十年里,遥感为量化ET提供了有价值的信息。然而,使用微波被动传感器数据的方法,如“土壤湿度主动式被动”(SMAP)任务,最近才发展起来。在这项工作中,提出了从原位和微波数据推导相对蒸散发和蒸散发的公式。该方法基于对原Komatsu(2003)方程的修正,引入了一个表示风速和植被效应的校准参数,并估算了相对蒸散量。这个新的方程被用在Bouchet与Priestley-Taylor方程的互补关系上,以估计区域尺度上的ET。与美国南部大平原(SGP)地区的观测数据进行比较,结果表明,新模型估算ET的均方根误差(RMSE)为0.88 mmd-1,决定系数(R2)大于0.8。校正后的模型应用于阿根廷潘帕斯地区的极端潮湿时期,结果接近潜在速率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimación de la evapotranspiración real en zonas de llanura mediante productos de humedad de suelo de la misión SMAP
Evapotranspiration (ET) is an important process in the water cycle and in the land-surface energy balance. Over the last decades, remote sensing has provided valuable information to quantify ET. However, methodologies that use data from microwave passive sensors, such as “Soil Moisture Active Passive” (SMAP) mission, have been recently developed. In this work, a formulation to derive the relative evapotranspiration and ET from in situ and microwave data, is presented. The methodology is based on a modification of the original Komatsu (2003) equation by introducing a calibration parameter to represent the wind speed and vegetation effects and estimate the relative evapotranspiration. This new equation was used on the Bouchet’s complementary relationship with the Priestley-Taylor’s equation, to estimate ET at regional scales. The results were compared with observed data in the Southern Great Plains – USA (SGP) area, indicating that the new model estimated ET with a root mean square error (RMSE) of 0.88 mmd–1 and a coefficient of determination (R2 ) greater than 0.8. The calibrated model was applied in an extremely humid period in Argentinean Pampas region with results near to potential rates.
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来源期刊
Revista de Teledeteccion
Revista de Teledeteccion REMOTE SENSING-
CiteScore
1.80
自引率
14.30%
发文量
11
审稿时长
10 weeks
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