Uncertainty analysis of EQeau, a remote sensing based model for snow water equivalent estimation

被引:4
|
作者
Chokmani, K. [1 ]
Bernier, M. [1 ]
Gauthier, Y. [1 ]
机构
[1] ETE, INRS, Quebec City, PQ G1K 9A9, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
D O I
10.1080/01431160600835879
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This paper is dedicated to the application of uncertainty analysis on the EQeau model. EQeau is a semi-empirical model that uses satellite C-band SAR data to estimate Snow Water Equivalent. The uncertainty issues of this model's application have not yet been addressed. The uncertainty analysis permits the evaluation of the impact of input data and model parameters on the model outputs and the assessment of the implications and limitations of the model's application.
引用
收藏
页码:4337 / 4346
页数:10
相关论文
共 50 条
  • [1] Uncertainty Analysis of Machine Learning Methods To Estimate Snow Water Equivalent Using Meteorological and Remote Sensing Data
    Goodarzi, Mohammad Reza
    Barzkar, Ali
    Sabaghzadeh, Maryam
    Ghanbari, Meysam
    Attar, Nasrin Fathollahzadeh
    WATER RESOURCES MANAGEMENT, 2025,
  • [2] Review of snow water equivalent microwave remote sensing
    Shi JianCheng
    Xiong Chuan
    Jiang LingMei
    SCIENCE CHINA-EARTH SCIENCES, 2016, 59 (04) : 731 - 745
  • [3] Review of snow water equivalent microwave remote sensing
    JianCheng Shi
    Chuan Xiong
    LingMei Jiang
    Science China Earth Sciences, 2016, 59 : 731 - 745
  • [4] Review of snow water equivalent microwave remote sensing
    SHI JianCheng
    XIONG Chuan
    JIANG LingMei
    Science China(Earth Sciences), 2016, 59 (04) : 731 - 745
  • [5] Spatial Estimation of Snow Water Equivalent for Glaciers and Seasonal Snow in Iceland Using Remote Sensing Snow Cover and Albedo
    Gunnarsson, Andri
    Gardarsson, Sigurdur M.
    HYDROLOGY, 2024, 11 (01)
  • [6] Reconstruction of Snow Water Equivalent and Snow Depth Using Remote Sensing Data
    Hassan, Q. K.
    Sekhon, N. S.
    Magai, R.
    McEachern, P.
    JOURNAL OF ENVIRONMENTAL INFORMATICS, 2012, 20 (02) : 67 - 74
  • [7] High-Resolution Inversion Method for the Snow Water Equivalent Based on the GF-3 Satellite and Optimized EQeau Model
    Yang, Yichen
    Fang, Shifeng
    Wu, Hua
    Du, Jiaqiang
    Wang, Xiaohu
    Chen, Rensheng
    Liu, Yongqiang
    Wang, Hao
    REMOTE SENSING, 2022, 14 (19)
  • [8] Uncertainty in satellite remote sensing of snow fraction for water resources management
    Igor Appel
    Frontiers of Earth Science, 2018, 12 : 711 - 727
  • [9] Uncertainty in satellite remote sensing of snow fraction for water resources management
    Appel, Igor
    FRONTIERS OF EARTH SCIENCE, 2018, 12 (04) : 711 - 727
  • [10] Estimation of snow water equivalent from passive microwave remote sensing data (SSM/I) in Tibetan Plateau
    Che, T
    Li, X
    Armstrong, RL
    MICROWAVE REMOTE SENSING OF THE ATMOSPHERE AND ENVIRONMENT III, 2003, 4894 : 405 - 412