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基于WaSSI模型的珠江流域水碳耦合模拟

[Simulation of water and carbon coupling of the Pearl River basin based on the WaSSI model].

作者信息

Wang Xiao-la, Duan Kai, Wei Lin

机构信息

School of Civil Engineering, Sun Yat-sen University, Guangzhou 510275, China.

Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai 519082, Guangdong, China.

出版信息

Ying Yong Sheng Tai Xue Bao. 2022 May;33(5):1377-1386. doi: 10.13287/j.1001-9332.202205.022.

Abstract

Watershed water and carbon cycles are closely linked through plant photosynthesis and evapotranspiration (ET). Simulation of coupled water-carbon cycles at the watershed scale is important for the comprehensive management of water and carbon resources. By improving the WaSSI (water supply stress index) eco-hydrological model, we established and verified a water-carbon coupling simulation model for the Pearl River Basin in south China (WaSSI-PRB). The Pearl River Basin was divided into 1715 watersheds. The simulations of three water-carbon flux parameters, such as runoff, ET and gross primary productivity (GPP), were verified with 1980-2004 as the calibration period and 2005-2016 as the validation period. The Nash-Sutcliffe efficiency coefficient (NSE) and the coefficient of determination () of the simulated runoff at the controlling hydrological stations of Xijiang, Beijiang and Dongjiang were greater than 0.80 during calibration period and greater than 0.75 during validation period. Compared with MODIS, PML, SSEBop, VPM and other large-scale remote sensing data products, WASSI-PRB showed a better performance in capturing the spatiotemporal variations of ET and GPP. In general, WaSSI-PRB model had good applicability in the study area, and could be used as an effective tool to quantitatively analyze water-carbon balance and their responses to environmental changes in the Pearl River Basin.

摘要

流域的水碳循环通过植物光合作用和蒸散作用(ET)紧密相连。在流域尺度上模拟水碳耦合循环对于水资源和碳资源的综合管理至关重要。通过改进WaSSI(供水压力指数)生态水文模型,我们建立并验证了中国南方珠江流域的水碳耦合模拟模型(WaSSI-PRB)。珠江流域被划分为1715个小流域。以1980 - 2004年为校准期、2005 - 2016年为验证期,对径流、蒸散量和总初级生产力(GPP)这三个水碳通量参数的模拟进行了验证。在校准期,西江、北江和东江控制水文站的模拟径流的纳什-萨特克利夫效率系数(NSE)和决定系数()大于0.80,在验证期大于0.75。与MODIS、PML、SSEBop、VPM等大规模遥感数据产品相比,WaSSI-PRB在捕捉蒸散量和总初级生产力的时空变化方面表现更好。总体而言,WaSSI-PRB模型在研究区域具有良好的适用性,可作为定量分析珠江流域水碳平衡及其对环境变化响应的有效工具。

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