BaHSYM: Parsimonious Bayesian hierarchical model to predict river sediment yield
نویسندگان
چکیده
منابع مشابه
ANN-based sediment yield models for Vamsadhara river basin (India)
Most universally accepted feed-forward error back-propagation artificial neural network models, supported by batchand pattern-learning, daily, weekly, ten-daily and monthly sediment yield were developed for the Vamsadhara River basin of India. The fast gradient descent optimisation technique improved with variable learning rate (α) and momentum term (β) was used for optimisation. In the process...
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0022-1694/$ see front matter 2010 Elsevier B.V. A doi:10.1016/j.jhydrol.2010.09.017 ⇑ Corresponding author. Present address: Departm University of Southern Mississippi, 703 East Beach Dri USA. Tel.: +1 228 818 8855; fax: +1 228 818 8848. E-mail address: [email protected] (W. Wu). Hierarchical Bayesian (HB) modeling allows for multiple sources of uncertainty by factoring complex relationships into ...
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ژورنال
عنوان ژورنال: Environmental Modelling & Software
سال: 2020
ISSN: 1364-8152
DOI: 10.1016/j.envsoft.2020.104738