Analysis of spatial distribution and multi-year trend of the remotely sensed soil moisture on the Tibetan Plateau

被引:0
|
作者
Qiang Liu
JinYang Du
JianCheng Shi
LingMei Jiang
机构
[1] Chinese Academy of Sciences,Institute of Remote Sensing Applications
[2] Beijing Normal University,School of Geography and Remote Sensing Science
[3] Chinese Academy of Sciences,University of Graduate
来源
关键词
Tibetan Plateau; soil moisture; passive microwave; dual-channel method; spatial distribution;
D O I
暂无
中图分类号
学科分类号
摘要
Long-term highly accurate surface soil moisture data of TP (Tibetan Plateau) are important to the research of Asian monsoon and global atmospheric circulation. However, due to the sparse in-situ networks, the lack of soil moisture observations has seriously hindered the progress of climate change researches of TP. Based on the Dual-Channel soil moisture retrieval algorithm and the satellite observation data of AMSR-E (Advanced Microwave Scanning Radiometer for EOS), we have produced the surface soil moisture data of TP from 2003 to 2010 and analyzed the seasonal characteristic of the soil moisture spatial distribution and its multi-year changing trend in area of TP. Compared to the in-situ observations, the accuracy of the soil moisture retrieved by the proposed algorithm is evaluated. The evaluation result shows that the new soil moisture product has a better accuracy in the TP region than the official product of AMSR-E. The spatial distribution of the annual mean values of soil moisture and the seasonal variations of the monthly-averaged soil moisture are analyzed. The results show that the soil moisture variations in space and time are consistent with the precipitation distribution and the water vapor transmission path in TP. Based on the new soil moisture product, we also analyzed the spatial distribution of the changing trend of multi-year soil moisture in TP. From the comparisons with the precipitation changing trend obtained from the meteorological observation sites in TP, we found that the spatial pattern of the changing trend of soil moisture coincides with the precipitation as a whole.
引用
收藏
页码:2173 / 2185
页数:12
相关论文
共 50 条
  • [1] Analysis of spatial distribution and multi-year trend of the remotely sensed soil moisture on the Tibetan Plateau
    Liu Qiang
    Du JinYang
    Shi JianCheng
    Jiang LingMei
    [J]. SCIENCE CHINA-EARTH SCIENCES, 2013, 56 (12) : 2173 - 2185
  • [2] Analysis of spatial distribution and multi-year trend of the remotely sensed soil moisture on the Tibetan Plateau
    LIU Qiang
    DU JinYang
    SHI JianCheng
    JIANG LingMei
    [J]. Science China Earth Sciences, 2013, 56 (12) : 2173 - 2185
  • [3] SOIL MOISTURE RETRIEVAL BY REMOTE SENSING AND MULTI-YEAR TREND ANALYSIS OF THE SOIL MOISTURE IN TIBETAN PLATEAU
    Liu, Qiang
    Shi, Jiancheng
    Du, Jinyang
    Zhang, Shenglei
    [J]. 2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 1223 - 1226
  • [4] SPATIAL ANALYSIS OF REMOTELY SENSED SOIL MOISTURE DATA
    Thattai, Deeptha
    Islam, Shafiqul
    [J]. JOURNAL OF HYDROLOGIC ENGINEERING, 2000, 5 (04) : 386 - 392
  • [5] Evaluation of Remotely Sensed and Reanalysis Soil Moisture Against In Situ Observations on the Himalayan-Tibetan Plateau
    Zhang, Qiang
    Fan, Keke
    Singh, Vijay P.
    Sun, Peng
    Shi, Peijun
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (14) : 7132 - 7148
  • [6] Evaluation of remotely sensed and reanalysis soil moisture products over the Tibetan Plateau using in-situ observations
    Zeng, Jiangyuan
    Li, Zhen
    Chen, Quan
    Bi, Haiyun
    Qiu, Jianxiu
    Zou, Pengfei
    [J]. REMOTE SENSING OF ENVIRONMENT, 2015, 163 : 91 - 110
  • [7] A review of spatial downscaling of satellite remotely sensed soil moisture
    Peng, Jian
    Loew, Alexander
    Merlin, Olivier
    Verhoest, Niko E. C.
    [J]. REVIEWS OF GEOPHYSICS, 2017, 55 (02) : 341 - 366
  • [8] Geostatistical analysis of soil moisture measurements and remotely sensed data at different spatial scales
    Romshoo, SA
    [J]. ENVIRONMENTAL GEOLOGY, 2004, 45 (03): : 339 - 349
  • [9] An Advanced Framework for Merging Remotely Sensed Soil Moisture Products at the Regional Scale Supported by Error Structure Analysis: A Case Study on the Tibetan Plateau
    Kang, Jian
    Jin, Rui
    Li, Xin
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 14 : 3614 - 3624
  • [10] Synthesis method for simulating snow distribution utilizing remotely sensed data for the Tibetan Plateau
    Li, Hongyi
    Tang, Zhiguang
    Wang, Jian
    Che, Tao
    Pan, Xiaoduo
    Huang, Chunlin
    Wang, Xufeng
    Hao, Xiaohua
    Sun, Shaobo
    [J]. JOURNAL OF APPLIED REMOTE SENSING, 2014, 8