自然资源学报 ›› 2017, Vol. 32 ›› Issue (3): 517-528.doi: 10.11849/zrzyxb.20160440

• 资源研究方法 • 上一篇    

MODIS MOD16蒸散发产品在中国流域的质量评估

姜艳阳, 王文*, 周正昊   

  1. 河海大学水文水资源与水利工程科学国家重点实验室,南京 210098
  • 收稿日期:2016-04-26 修回日期:2016-09-22 出版日期:2017-03-20 发布日期:2017-03-20
  • 作者简介:姜艳阳(1992- ),女,江苏南通人,研究方向为水文遥感与水文过程模拟研究。E-mail:yanyangjiang@126.com *通信作者简介:王文(1967- ),男,江苏姜堰人,教授,博士,主要从事全球变化、水文遥感与水文过程模拟研究。E-mail:w.wang@126.com
  • 基金资助:
    高等学校博士学科点专项科研基金课题(20130094110007)

Evaluation of MODIS MOD16 Evaportranspiration Product in Chinese River Basins

JIANG Yan-yang, WANG Wen, ZHOU Zheng-hao   

  1. State Key Laboratory of Hydrology-water Resources and Hydraulic Engineering, Hohai University, Nanjing 210098, China
  • Received:2016-04-26 Revised:2016-09-22 Online:2017-03-20 Published:2017-03-20
  • Supported by:
    Specialized Research Fund for the Doctoral Program of Higher Education, No. 20130094110007.

摘要: 利用地面观测降水数据、流量数据,以及重力卫星(GRACE)观测的与全球陆面数据同化系统(GLDAS)模拟的流域蓄水量变化数据,基于流域水量平衡原理,从年与月两个时间尺度分析了MODIS全球蒸散发产品(MOD16)在中国不同流域的一致性及其时空特征。结果表明:1)年尺度上,MOD16/ET在中国流域(除松花江流域)与基于水量平衡估算的流域实际ET(WBET)相比呈现高估,且在不同集水区高估程度不同,与流域实际ET的差异从北方的松花江流域、黄河流域到南方的长江流域有从小到大的特点;2)月尺度上,MOD16/ET与WBET相比,存在低值区(<20 mm/月)高估、高值区(>20 mm/月)低估的特点;在蒸散发过程较弱的11月到次年3月,MOD16/ET产品在中国流域存在普遍性高估;而在其他月份,MOD16/ET与WBET的一致性因流域而异;3)MOD16/ET与WBET的一致性在中国不同流域存在地域性差异,总体上在外流区的一致性优于内流区,在北方松花江流域的一致性优于南方的长江流域。

关键词: GARCE, GLDAS, MODIS数据, 蒸散发

Abstract: MODIS MOD16 evapotranspiration (ET) product is widely used in various applications in geosciences, and the product has been evaluated by many researchers in different regions over the world. However, when evaluating the ET product on catchment scales, previous studies were conducted on the annual scale under the assumption of no terrestrial water storage (TWS) change. But the annual TWS change is not negligible, and ignoring the TWS change may result in big biases when evaluating MOD16/ET product. In addition, the use of ET product on monthly scale is often required in many applications. In the present study, the monthly MODIS MOD16/ET product of Chinese river basins during 2002-2013 are compared with actual evapotranspiration (WBET) which is calculated based on the principle of water balance from ground observed precipitation data, discharge data, GRACE satellite observed terrestrial water storage (TWS) data and Global Land Data Assimilation System (GLDAS) simulated TWS data. The results show that: 1) on the annual scale, MOD16/ET is overestimated except for Songhua River Basin, and the difference between MOD16/ET and WBET increases from the Songhua River Basin in the north to the Yangtze River Basin in the south; 2) on the monthly scale, MOD16/ET tends to be overestimated compared to WBET in low value range (<20 mm/month) and underestimated in high value range (>20 mm/month), and the overestimation is prevalent across China in the period from November to March, but the consistency between MOD16/ET and WBET differs among the catchments in other months; 3) the consistency between monthly MOD16/ET and WBET is better in exorheic basins than in endorheic basin, better in the Songhua River Basin in northeastern China than in the Yangtze River Basin in the southern China.

Key words: evapotranspiration, GARCE, GLDAS, MODIS

中图分类号: 

  • P407