西南喀斯特地区参考蒸散发时空变化及归因研究OA
Spatiotemporal variations and attribution of reference evapotranspiration in the karst region of southwest China
研究西南喀斯特地区参考蒸散发(ET0)时空变化及驱动机制对水资源管理具有重要意义.基于气象站点与 DEM 数据,采用 PM 模型、趋势分析、偏相关、相对贡献率、结构方程与随机森林等方法,分析1980-2019 年 ET0时空变化及主控因子.结果表明:ET0 估算结果与 CHELSA 产品相关系数为 0.854 7,研究时段内 ET0 整体呈上升趋势,ET0 多年平均值介于611.14~1 378.16 mm 之间,区域平均值为1 007.39 mm,年均增速为 0.68 mm/a,而滇东高原盆谷南部及北盘江高原峡谷北部的 ET0 呈下降趋势;SSD 为 ET0 的主导因子,TMAX 在高海拔区域的贡献较大,TMIN 具有补偿效应,WIN 受地形所限贡献最小;土地利用与地形对 ET0 影响明显,灌木地 ET0 最高,裸地最低,坡度、海拔和坡向通过调节局地温湿与风速间接影响 ET0.研究揭示了西南喀斯特地区 ET0 的主要变化特征及其驱动机制,可为区域水资源管理提供科学依据.
Understanding the spatiotemporal variation and driving mechanisms of reference evapotranspi-ration(ET0)in the southwest karst region is crucial for regional water resources management.Based on meteorological station observations and digital elevation model(DEM)data,we employed multiple meth-ods to investigate the spatiotemporal characteristics of ET0 and its dominant driving factors during 1980-2019.These methods include the Penman-Monteith(PM)model,trend analysis,partial correlation a-nalysis,relative contribution analysis,structural equation modeling,and random forest.The results show that the estimated ET0 exhibits strong agreement with the CHELSA product,with a correlation coefficient of 0.854 7.ET0 shows an overall increasing trend during the study period,with multi-year mean values ranging from 611.14 to 1 378.16 mm and a regional average of 1 007.39 mm.It increases at a rate of 0.68 mm/a,while localized decreasing trends occur in the southern East Dian Plateau Basin and the northern Beipan River Plateau Canyon.Sunshine duration(SSD)is the dominant driving factor of ET0,maximum temperature(TMAX)contributes more significantly in high-altitude areas,minimum tempera-ture(TMIN)exhibits a compensatory effect,and wind speed(WIN)has the smallest contribution due to topographic constraints.Land use and topography have notable influences on ET0:shrubland presents the highest ET0 and bare land the lowest;while slope,elevation,and aspect indirectly affect ET0 by regula-ting local thermal-moisture conditions and wind speed.This study elucidates the main spatiotemporal characteristics and driving mechanisms of ET0 in the southwest karst region,providing a scientific basis for regional water resources management.
靖娟利;郭文焱;王永锋;蓝肖玉;覃世萍
桂林理工大学 测绘地理信息学院,广西 桂林 541006||生态时空大数据感知服务重点实验室,广西 桂林 541006桂林理工大学 测绘地理信息学院,广西 桂林 541006桂林理工大学 测绘地理信息学院,广西 桂林 541006桂林理工大学 测绘地理信息学院,广西 桂林 541006桂林理工大学 测绘地理信息学院,广西 桂林 541006
天文与地球科学
参考蒸散发随机森林偏相关分析相对贡献Penman-Monteith西南喀斯特地区
reference evapotranspiration(ET0)random forestpartial correlation analysisrelative contributionPenman-Monteithsouthwest karst region
《水资源与水工程学报》 2026 (3)
203-212,220,11
国家自然科学基金项目(42161028)
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