Decision tree ensemble with Bayesian optimization to predict the spatial dynamics of chlorophyll-a concentration: A case study in Bay of Bengal-Reference-Cited by-同舟云学术

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Decision tree ensemble with Bayesian optimization to predict the spatial dynamics of chlorophyll-a concentration: A case study in Bay of Bengal

Published:2024-02 Issue: Volume:199 Page:115945
ISSN:0025-326X
Container-title:Marine Pollution Bulletin
language:en
Short-container-title:Marine Pollution Bulletin

Author:

Mitra Bijoy,Tiwari Surya Prakash,Uddin Mohammed Sakib,Mahmud Khaled,Rahman Syed Masiur

Funder

National Aeronautics and Space Administration

King Fahd University of Petroleum and Minerals

Publisher

Elsevier BV

Subject

Pollution,Aquatic Science,Oceanography

Reference45 articles.

1. Remotely-sensed chlorophyll a observations of the northern Red Sea indicate seasonal variability and influence of coastal reefs;Acker;J. Mar. Syst.,2008

2. Ensemble machine learning of gradient boosting (XGBoost, LightGBM, CatBoost) and attention-based CNN-LSTM for harmful algal blooms forecasting;Ahn;Toxins,2023

3. Chlorophyll fluorescence – a tool to assess photosynthetic performance and stress photophysiology in symbiotic marine invertebrates and seaplants;Bhagooli;Mar. Pollut. Bull.,2021

4. Predictability and environmental drivers of chlorophyll fluctuations vary across different time scales and regions of the North Sea;Blauw;Prog. Oceanogr.,2018

5. Machine learning automatic model selection algorithm for oceanic chlorophyll-a content retrieval;Blix;Remote Sens.,2018

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Integrated ensemble learning approach for multi-depth water quality estimation in reservoir environments;Journal of Water Process Engineering;2024-09

2. Research on the Inversion of Chlorophyll-a Concentration in the Hong Kong Coastal Area Based on Convolutional Neural Networks;Journal of Marine Science and Engineering;2024-07-03

3. CPMA: Spatio-Temporal Network Prediction Model Based on Convolutional Parallel Multi-head Self-attention;Lecture Notes in Computer Science;2024

4. Ensemble Regression Tree with Bayesian Optimization for Prediction of Biochemical Oxygen Demand and Climate Impact Assessment in Full Scale Waste Water Treatment Plant;Studies in Systems, Decision and Control;2024

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