SPATIAL DOWNSCALING OF SMAP SOIL MOISTURE USING THE MODIS AND SRTM OBSERVATIONS

被引:0
|
作者
Mohite, J.D. [1 ]
Sawant, S.A. [1 ]
Pandit, A. [1 ]
Pappula, S. [2 ]
机构
[1] Tcs Research and Innovation, Tata Consultancy Services, Mumbai, India
[2] Tcs Research and Innovation, Tata Consultancy Services, Hyderabad, India
关键词
483.1 Soils and Soil Mechanics - 657.1 Solar Energy and Phenomena - 716.2 Radar Systems and Equipment - 921.4 Combinatorial Mathematics; Includes Graph Theory; Set Theory - 922.2 Mathematical Statistics - 943.2 Mechanical Variables Measurements - 944.7 Radiation Measuring Instruments - 951 Materials Science - 961 Systems Science;
D O I
暂无
中图分类号
学科分类号
摘要
38
引用
收藏
页码:933 / 938
相关论文
共 50 条
  • [21] Downscaling SMAP Soil Moisture Products With Convolutional Neural Network
    Xu, Wei
    Zhang, Zhaoxu
    Long, Zehao
    Qin, Qiming
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 14 : 4051 - 4062
  • [22] Downscaling of SMAP Soil Moisture in the Lower Mekong River Basin
    Dandridge, Chelsea
    Fang, Bin
    Lakshmi, Venkat
    WATER, 2020, 12 (01)
  • [23] Downscaling SMAP Radiometer Soil Moisture Over the CONUS Using an Ensemble Learning Method
    Abbaszadeh, Peyman
    Moradkhani, Hamid
    Zhan, Xiwu
    WATER RESOURCES RESEARCH, 2019, 55 (01) : 324 - 344
  • [24] Spatial downscaling of SMAP radiometer soil moisture using radar data: Application of machine learning to the SMAPEx and SMAPVEX campaigns
    Ghafari, Elaheh
    Walker, Jeffrey P.
    Zhu, Liujun
    Colliander, Andreas
    Faridhosseini, Alireza
    SCIENCE OF REMOTE SENSING, 2024, 9
  • [25] Spatial downscaling of SMAP soil moisture estimation using multiscale geographically weighted regression during SMAPVEX16
    Zhong, Yanmei
    Hong, Song
    Wei, Zushuai
    Walker, Jeffrey P.
    Wang, Yanwen
    Huang, Chaoqing
    JOURNAL OF HYDROLOGY, 2024, 637
  • [26] INTEGRATED SMAP AND SMOS SOIL MOISTURE OBSERVATIONS
    Bindlish, Rajat
    Chan, Steven
    Colliander, Andreas
    Kerr, Yann
    Jackson, Thomas J.
    2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 5370 - 5373
  • [27] Spatial Downscaling and Gap-Filling of SMAP Soil Moisture to High Resolution Using MODIS Surface Variables and Machine Learning Approaches over ShanDian River Basin, China
    Nadeem, Adeel Ahmad
    Zha, Yuanyuan
    Shi, Liangsheng
    Ali, Shoaib
    Wang, Xi
    Zafar, Zeeshan
    Afzal, Zeeshan
    Tariq, Muhammad Atiq Ur Rehman
    REMOTE SENSING, 2023, 15 (03)
  • [28] DOWNSCALING OF SMAP SOIL MOISTURE PRODUCTS OVER GENHE AREA IN CHINA
    Cui, Huizhen
    Jiang, Lingmei
    Wang, Jian
    Wang, Gongxue
    Yang, Jianwei
    Su, Xu
    2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 7037 - 7040
  • [29] Downscaling SMAP soil moisture images with wavelets transform and PCA method
    Gabriel, Garcia
    Virginia, Venturini
    2017 FIRST IEEE INTERNATIONAL SYMPOSIUM OF GEOSCIENCE AND REMOTE SENSING (GRSS-CHILE), 2017, : 54 - 57
  • [30] An Intercomparison Study of Algorithms for Downscaling SMAP Radiometer Soil Moisture Retrievals
    Fang, Li
    Zhan, Xiwu
    Yin, Jifu
    Liu, Jicheng
    Schull, Mitchell
    Walker, Jeffrey P.
    Wen, Jun
    Cosh, Michael H.
    Lakhankar, Tarendra
    Collins, Chandra Holifield
    Bosch, David D.
    Starks, Patrick J.
    JOURNAL OF HYDROMETEOROLOGY, 2020, 21 (08) : 1761 - 1775