Causal network inference in a dam system and its implications on feature selection for machine learning forecasting

Author:

Javier Prince Joseph Erneszer A.ORCID,Liponhay Marissa P.ORCID,Dajac Carlo Vincienzo G.ORCID,Monterola Christopher P.

Funder

Department of Science and Technology, Philippines

Publisher

Elsevier BV

Subject

Statistical and Nonlinear Physics,Statistics and Probability

Reference43 articles.

1. Water resources modelling using system dynamic in Vensim;Koushali;J. Water Resour. Hydraul. Eng.,2015

2. Assessing the potential impacts of dam operation on daily flow at ungauged river reaches;Mailhot;J. Hydrol.: Regional Stud.,2018

3. Influence of large reservoir operation on water-levels and flows in reaches below dam: Case study of the Three Gorges Reservoir;Yang;Sci. Rep.,2017

4. Forecasting reservoir water levels using deep neural networks: A case study of angat dam in the Philippines;Ibañez;Water,2022

5. Development of water level prediction models using machine learning in wetlands: A case study of upo wetland in South Korea;Choi;Water,2020

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