globalchange  > 气候变化事实与影响
CSCD记录号: CSCD:6477501
论文题名:
基于P-M模型和MOD16数据的长江中下游潜在蒸散量比较分析
其他题名: Comparative analysis of potential evapotranspiration estimation between Penman-Monteith model and MOD16 data in Middle and Lower Yangtze River Basin
作者: 陈少丹1; 张利平1; 田祥勇2; 汤柔馨1; 柳鑫1
刊名: 武汉大学学报. 工学版
ISSN: 1671-8844
出版年: 2019
卷: 52, 期:4, 页码:933-943
语种: 中文
中文关键词: 潜在蒸散量 ; Penman-Monteith模型 ; 反距离权重(IDW)插值
英文关键词: MOD16A2 ; potential evapotranspiration ; Penman-Monteith model ; MOD16A2 ; inverse distance weighting interpolation
WOS学科分类: METEOROLOGY ATMOSPHERIC SCIENCES
WOS研究方向: Meteorology & Atmospheric Sciences
中文摘要: 蒸散发的时空变化研究对于理解气候变化与水资源之间的相互影响具有重要的意义.基于1961-2013年共53 a的气象站点资料,利用Penman-Monteith(P-M)模型计算了长江中下游流域的潜在蒸散量(PET),并采用反距离权重(IDW)插值生成流域的PET年值及季节值的空间分布.另外以蒸散发产品MOD16A2为基础,计算流域2004-2013年遥感蒸散发的时空分布,同时和P-M公式计算的结果进行对比分析,探索两者之间的相关性.结果表明:1)流域的年PET值1961-2002年呈减少趋势,2002-2013年大体呈增加趋势;2)采用反距离权重(IDW)插值生成流域的年PET均值为885 mm,4个季节的PET值对年值的贡献大小顺序为:夏季>春季>秋季>冬季;3)在长江中下游流域中,MOD16/PET与P-M公式计算的PET值的相关系数、平均相对误差与均方根误差平均值分别是0.67、10.4%、0.31 mm/d,表明MOD16A2产品对研究区的模拟精度较高,可以用来进行遥感蒸散量的时空分布研究.
英文摘要: Evapotranspiration is important for agricultural, environmental and other studies, and understanding the attribution of its change is helpful to provide information for climate change and water resources management. Based on the meteorological station-based data from 1961 to 2013, the Penman-Monteith (P-M) model is used to estimate the spatiotemporal distribution of the potential evaporation in the Middle and Lower Yangtze River Basin. And the inverse distance weighting (IDW) interpolation is used to demonstrate the spatiotemporal characteristics of PET. Furthermore, eight-day images of MOD16A2 are composited into monthly data, weighted by the number of days recorded in every month. And the MOD16/PET product during 2004-2013 are compared with the PET calculated by P-M equation. The results show that: 1)The annual PET value had decreasing trends before 2002, while had increasing trends from 2002 to 2013. 2)On the annual scale, the averaged PET was 885 mm. The annual change of seasonal PET had obvious differences; and the comparison is as follow: summer > spring > autumn >winter; 3)In the study area, the correlation values, the mean absolute error and the root mean square error between the PET value calculated by P-M model and the MOD16/PET product are 0.67, 10.4% and 0.31 mm/d, respectively, suggesting that the MOD16A2 product could better demonstrate the spatiotemporal distribution characteristics of the potential evapotranspiration.
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/156188
Appears in Collections:气候变化事实与影响

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作者单位: 1.武汉大学, 水资源与水电工程科学国家重点实验室, 武汉, 湖北 430072, 中国
2.鄂北地区水资源配置工程建设与管理局, 武汉, 湖北 430071, 中国

Recommended Citation:
陈少丹,张利平,田祥勇,等. 基于P-M模型和MOD16数据的长江中下游潜在蒸散量比较分析[J]. 武汉大学学报. 工学版,2019-01-01,52(4):933-943
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