Performance evaluation of a neural network model and two empirical models for estimating soil moisture based on sentinel-1 sar data

被引:0
|
作者
Li, Yan [1 ]
Yan, Songhua [2 ,3 ]
Chen, Nengcheng [4 ]
Gong, Jianya [2 ,3 ]
机构
[1] Li, Yan
[2] 2,Yan, Songhua
[3] Chen, Nengcheng
[4] 2,Gong, Jianya
来源
Yan, Songhua (ysh@whu.edu.cn); Yan, Songhua (ysh@whu.edu.cn) | 1600年 / Electromagnetics Academy卷 / 105期
关键词
Polarization - Backscattering - Synthetic aperture radar - Neural network models;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:85 / 99
相关论文
共 50 条
  • [21] PRELIMINARY EVALUATION OF VESSEL DETECTABILITY FOR SENTINEL-1 SAR DATA
    Huang, Lanqing
    Liu, Bin
    Guo, Weiwei
    Zhang, Zenghui
    Yu, Wenxian
    2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2017, : 1848 - 1851
  • [22] Estimating 500-m Resolution Soil Moisture Using Sentinel-1 and Optical Data Synergy
    Foucras, Myriam
    Zribi, Mehrez
    Albergel, Clement
    Baghdadi, Nicolas
    Calvet, Jean-Christophe
    Pellarin, Thierry
    WATER, 2020, 12 (03)
  • [23] Performance Evaluation and Improvement of Shoreline Detection Using Sentinel-1 SAR and DEM Data
    Chang, Lena
    Chen, Yi-Ting
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 8139 - 8152
  • [24] High resolution mapping of soil moisture in agriculture based on Sentinel-1 interferometric data
    Conde, Vasco
    Catalao, Joao
    Nico, Giovanni
    Benevides, Pedro
    REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY XX, 2018, 10783
  • [25] A Sentinel-1 SAR-based global 1-km resolution soil moisture data product: Algorithm and preliminary assessment
    Fan, Dong
    Zhao, Tianjie
    Jiang, Xiaoguang
    Garcia-Garcia, Almudena
    Schmidt, Toni
    Samaniego, Luis
    Attinger, Sabine
    Wu, Hua
    Jiang, Yazhen
    Shi, Jiancheng
    Fan, Lei
    Tang, Bo-Hui
    Wagner, Wolfgang
    Dorigo, Wouter
    Gruber, Alexander
    Mattia, Francesco
    Balenzano, Anna
    Brocca, Luca
    Jagdhuber, Thomas
    Wigneron, Jean-Pierre
    Montzka, Carsten
    Peng, Jian
    REMOTE SENSING OF ENVIRONMENT, 2025, 318
  • [26] ESTIMATING SOIL MOISTURE BY SENTINEL-1, SENTINEL-2 AND PRISMA DATA: ASSESSMENT OF RESULTS AND COMPARISON WITH IN-SITU MEASUREMENTS
    Nico, Giovanni
    Masci, Olimpia
    Mira, Nuno Cirne
    Catalao, Joao
    Mateus, Pedro
    IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 2645 - 2648
  • [27] ESTIMATING NDVI FROM SENTINEL-1 SAR DATA USING DEEP LEARNING
    Rossberg, Thomas
    Schmitt, Michael
    2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022), 2022, : 1412 - 1415
  • [28] SMOSAR ALGORITHM FOR SOIL MOISTURE RETRIEVAL USING SENTINEL-1 DATA
    Balenzano, Anna
    Mattia, Francesco
    Satalino, Giuseppe
    Pauwels, Valentijn
    Snoeij, Paul
    2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 1200 - 1203
  • [29] A data-driven approach for bare surface soil moisture estimation using Sentinel-1 SAR data and ground observations
    Pandit, Ankur
    Sawant, Suryakant
    Mohite, Jayantrao
    Pappula, Srinivasu
    GEOCARTO INTERNATIONAL, 2022, 37 (07) : 1919 - 1948
  • [30] Analysis of Sea Clutter Distribution and Evaluation of Ship Detection Performance for Sentinel-1 SAR Data
    Li, Yongxu
    Lai, Xudong
    Zhang, Jie
    Meng, Junmin
    Liu, Genwang
    Zhang, Xi
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SENSING AND IMAGING, 2018, 2019, 606 : 97 - 104