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Zhongyao Liang

Xiamen University - Fujian Provincial Key Laboratory for Coastal Ecology and Environmental Studies

Xiamen

China

SCHOLARLY PAPERS

3

DOWNLOADS

116

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Enhancing water quality forecasting via deep forecasting models

Number of pages: 26 Posted: 22 Nov 2025
Xiamen University, Xiamen University, Xiamen University - Fujian Provincial Key Laboratory for Coastal Ecology and Environmental Studies, Wenzhou University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Xiamen University
Downloads 57 (1,052,702)

Abstract:

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Modern deep learning, Chlorophyll a, Time series forecasting, Ablation study, DeepSHAP

2.

Compliance Assessment Oriented Microcystin Prediction: A Bayesian Adaptive Lasso Tobit Quantile Regression Approach

Number of pages: 32 Posted: 31 Dec 2024
Xiamen University, Xiamen University, Ministry of Ecology and Environment of the People’s Republic of China - Chinese Academy of Environmental Planning, affiliation not provided to SSRN, affiliation not provided to SSRN, Xiamen University, Ministry of Ecology and Environment of the People’s Republic of China - Chinese Academy of Environmental Planning, Chinese Academy of Sciences (CAS) - State Key Laboratory of Resources and Environmental Information System and Xiamen University - Fujian Provincial Key Laboratory for Coastal Ecology and Environmental Studies
Downloads 43 (1,209,354)

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Bayesian inference, Tobin's thinking, left-censored response variable, compliance assessment, quantile regression, microcystin management

3.

Comparative evaluation of deterministic and Bayesian neural networks for chlorophyll-a time series forecasting in eutrophic lakes: A case study of Dianchi Lake, China

Number of pages: 17 Posted: 20 Feb 2026
Jinan University, Xiamen University, Xiamen University, affiliation not provided to SSRN, Xiamen University - Fujian Provincial Key Laboratory for Coastal Ecology and Environmental Studies and Peking University
Downloads 16 (1,541,665)

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Water Quality Forecasting, Bayesian Deep Learning, Long Short-term Memory, Monte Carlo Dropout, Predictive Uncertainty, Dianchi Lake