Disaggregation of microwave remote sensing data for estimating near-surface soil moisture using a neural network

被引:0
|
作者
Crosson, WL [1 ]
Laymon, CA [1 ]
Schamschula, MP [1 ]
机构
[1] Natl Space Sci & Technol Ctr, Huntsville, AL 35805 USA
关键词
D O I
暂无
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
引用
收藏
页码:85 / 90
页数:6
相关论文
共 50 条
  • [21] ACTIVE AND PASSIVE MICROWAVE REMOTE SENSING OF SPRINGTIME NEAR-SURFACE SOIL THAW EVENTS AT MIDDLE LATITUDES
    Han, L.
    Tsunekawa, A.
    Tsubo, M.
    [J]. 100 YEARS ISPRS ADVANCING REMOTE SENSING SCIENCE, PT 2, 2010, 38 : 265 - 269
  • [22] Decoupling of surface and near-surface soil water content: A remote sensing perspective
    Capehart, WJ
    Carlson, TN
    [J]. WATER RESOURCES RESEARCH, 1997, 33 (06) : 1383 - 1395
  • [23] Estimating the Extent of Near-surface Permafrost using Remote Sensing, Mackenzie Delta, Northwest Territories
    Nguyen, T-N.
    Burn, C. R.
    King, D. J.
    Smith, S. L.
    [J]. PERMAFROST AND PERIGLACIAL PROCESSES, 2009, 20 (02) : 141 - 153
  • [24] A comparison on the soil moisture retrieval algorithms by using passive microwave remote sensing data
    Liou, Yuei-An
    Chang, Tzu-Yin
    [J]. 28th Asian Conference on Remote Sensing 2007, ACRS 2007, 2007, 3 : 2176 - 2181
  • [25] Remote sensing of bare surface soil moisture using EMAC/ESAR data
    Su, Z
    Troch, PA
    DeTroch, FP
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 1997, 18 (10) : 2105 - 2124
  • [26] Remote sensing of bare surface soil moisture using EMAC/ESAR data
    Su, Z
    Troch, PA
    De Troch, FP
    [J]. EMAC 94/95 FINAL RESULTS - WORKSHOP PROCEEDINGS, 1997, (136): : 53 - 70
  • [27] Soil Moisture Inversion Using AMSR-E Remote Sensing Data: An artificial neural network approach
    Xie, Xingmei
    Xu, Jingwen
    Zhao, Junfang
    Liu, Shuang
    Wang, Peng
    [J]. ADVANCES IN CIVIL AND STRUCTURAL ENGINEERING III, PTS 1-4, 2014, 501-504 : 2073 - +
  • [28] A proposed method for estimating interception from near-surface soil moisture response
    Acharya, Subodh
    McLaughlin, Daniel
    Kaplan, David
    Cohen, Matthew J.
    [J]. HYDROLOGY AND EARTH SYSTEM SCIENCES, 2020, 24 (04) : 1859 - 1870
  • [29] Construction and Validation of Surface Soil Moisture Inversion Model Based on Remote Sensing and Neural Network
    Lin, Rencai
    Wei, Zheng
    Hu, Rongxiang
    Chen, He
    Li, Yinong
    Zhang, Baozhong
    Wang, Fengjing
    Hu, Dongxia
    [J]. ATMOSPHERE, 2024, 15 (06)
  • [30] Soil Moisture Retrieval by Active/Passive Microwave Remote Sensing Data
    Wu, Shengli
    Yang, Lijuan
    [J]. REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY XIV, 2012, 8531