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Improved modeling of groundwater recharge in agricultural watersheds using a combination of crop model and remote sensing

机译:结合作物模型和遥感技术改进农业流域地下水补给模型

摘要

For improved water management and efficiency of use in agriculture, studies dealing with coupled crop-surface water-groundwater models are needed. Such integrated models of crop and hydrology can provide accurate quantification of spatio-temporal variations of water balance parameters such as soil moisture store, evapotranspiration and recharge in a catchment. Performance of a coupled crop-hydrology model would depend on the availability of a calibrated crop model for various irrigated/rainfed crops and also on an accurate knowledge of soil hydraulic parameters in the catchment at relevant scale. Moreover, such a coupled model should be designed so as to enable the use/assimilation of recent satellite remote sensing products (optical and microwave) in order to model the processes at catchment scales. In this study we present a framework to couple a crop model with a groundwater model for applications to irrigated groundwater agricultural systems. We discuss the calibration of the STICS crop model and present a methodology to estimate the soil hydraulic parameters by inversion of crop model using both ground and satellite based data. Using this methodology we demonstrate the feasibility of estimation of potential recharge due to spatially varying soil/crop matrix.
机译:为了改善水资源管理和农业利用效率,需要研究与作物表层水-地下水耦合模型。这种作物和水文学的综合模型可以准确定量水平衡参数的时空变化,例如土壤水分存储,蒸散和流域补给。耦合作物水文学模型的性能将取决于各种灌溉/雨水作物的校准作物模型的可用性,也取决于相关规模的流域土壤水力参数的准确知识。此外,应设计这种耦合模型,以便能够使用/吸收最新的卫星遥感产品(光学和微波),以便在集水区范围内对过程进行建模。在这项研究中,我们提出了一个框架,将作物模型与地下水模型耦合在一起,用于灌溉地下水农业系统。我们讨论了STICS作物模型的校准,并提出了一种通过使用地面和卫星数据对作物模型进行反演来估算土壤水力参数的方法。使用这种方法,我们证明了估算由于空间变化的土壤/作物基质而引起的潜在补给的可行性。

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