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Jiajia Zhang

affiliation not provided to SSRN

SCHOLARLY PAPERS

1

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51

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0

Scholarly Papers (1)

1.

A Causality-Informed and Copula-based Framework for Predictive Assessment of Downstream Water-Quality Risks under Extreme Scenarios

Number of pages: 29 Posted: 10 Sep 2025
South China Institute of Environmental Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN, The Chinese University of Hong Kong (CUHK), South China Institute of Environmental Sciences, Chinese Research Academy of Environmental Sciences, South China Institute of Environmental Sciences, South China Institute of Environmental Sciences and Northwest Agricultural and Forestry University
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Abstract:

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Risk assessment, Water-quality forecasting, Vine Copula structure, Long short-term memory (LSTM) with attention mechanism