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基于Budyko理论框架的流域特征参数模型及径流量模拟OA

Modeling surface runoff and climate-driven mechanisms in the Pearl River Basin based on Budyko theory and multiple linear models

中文摘要英文摘要

径流是水文循环的核心环节,揭示其驱动机制对流域水资源管理具有重要意义.本文以珠江流域为研究对象,基于 Budyko 理论框架,选取降水(Pre)、潜在蒸散发(PET)、温度(T)、风速(u)、饱和水汽压差(VPD)等气象要素,以及植被归一化指数(NDVI)和表层土壤湿度(SM)等下垫面要素,结合多元线性逐步回归方法,系统分析了不同气象要素与下垫面要素对流域径流变化的贡献.同时,构建关于傅抱璞公式中流域特征参数 m 的经验关系式,建立适用于该区域的径流经验模型,并对珠江流域径流进行模拟与精度验证.结果表明:气候要素是影响径流的最重要贡献因子,而植被指数(NDVI)和饱和水汽压差(VPD)是影响蒸散发的关键要素,对珠江流域径流变化的具有显著影响.本研究所建立的径流经验模型整体模拟效果良好,决定系数 R2 基本达到 0.5以上,部分站点的径流模拟值与实测值接近.然而,在干旱年份和极端降水年份,径流模拟值与实测值偏差较大.研究结果揭示了不同要素对径流变化的影响机制,强调了植被指数(NDVI)和饱和水汽压差(VPD)在调节径流过程中的主导地位,为珠江流域水资源优化管理提供了理论支持.

Runoff is a central component of the hydrological cycle,and understanding its driving mechanisms is essential for effective water resources management in basins.Based on the Budyko theoretical framework and taking the Pearl River Basin as the research object,meteorological factors such as precipitation(Pre),temperature(T),wind speed(u),and vapor pressure deficit(VPD),as well as land surface elements like the normalized difference vegetation index(NDVI)and surface soil moisture(SM)were selected to systematically analyze the contribution of different meteorological factors and underlying surface factors to watershed runoff changes,using the multiple linear stepwise regression method.At the same time,an empirical relationship for the basin characteristic parameter m in the Fu's model was constructed,and an empirical runoff model suitable for this region was established.The runoff of the Pearl River basin was simulated and its accuracy was verified.The results show that climate is the most important contributing factor to runoff,and vegetation index(NDVI)and saturated vapor pressure difference(VPD)are the key factors affecting evapotranspiration,which have a significant impact on runoff changes in the Pearl River basin.The overall simulation effect of the established runoff empirical model is good,with a determination coefficient R2 of generally 0.4 or higher,and the simulated runoff values at some stations are close to the measured values.However,during drought years and years with extreme precipitation,there is a significant deviation between simulated runoff values and measured values.The research results reveal the influence mechanism of different factors on runoff change,highlight the dominant role of vegetation index(NDVI)and saturated vapor pressure difference(VPD)in regulating runoff,and provide theoretical support for the optimal management of water resources in the Pearl River Basin.

潘怡萱;王芳怡;陈修治

中山大学大气科学学院,广东省陆地-海洋生态系统碳中和科学数据中心,珠海 519082中山大学大气科学学院,广东省陆地-海洋生态系统碳中和科学数据中心,珠海 519082中山大学大气科学学院,广东省陆地-海洋生态系统碳中和科学数据中心,珠海 519082

天文与地球科学

径流珠江流域Budyko理论经验模型气候驱动机制

runoffthe Pearl River BasinBudyko theoryempirical modelclimate driving mechanism

《生态科学》 2026 (2)

12-23,12

广东省科技计划项目(2024B1212070012)国家重点研发计划-南岭山地生态系统恢复与生态安全保障技术(2024YFF1306600)

10.14108/j.cnki.1008-8873.2026.02.002

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