Predictive Website Dashboard for Coral Thermal Stress in Indonesia - XGBoost Models and Training Data

This record contains the complete supplementary materials for the XGBoost-based coral thermal stress forecasting system for Indonesia, including: - Processed training datasets (5 reef locations, 1986-2025)- Trained XGBoost models and label encoders for each location- 5-fold cross-validation evaluation metrics- Complete reproducible code (data collection, preprocessing, model training) See README.md for detailed documentation and usage instructions.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-31
DOI
https://doi.org/10.5281/zenodo.20477267
Primary Topic
Coral and Marine Ecosystems Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

Predictive Website Dashboard for Coral Thermal Stress in Indonesia - XGBoost Models and Training Data

Budiono Vanessa, Winoto Steven, Kuodjaya Kwee, Yusdiono Rajendra
Zenodo (CERN European Organization for Nuclear Research)
Coral and Marine Ecosystems Studies
article

Predictive Website Dashboard for Coral Thermal Stress in Indonesia - XGBoost Models and Training Data

Budiono Vanessa, Winoto Steven, Kuodjaya Kwee, Yusdiono Rajendra
article en

Abstract

This record contains the complete supplementary materials for the XGBoost-based coral thermal stress forecasting system for Indonesia, including: - Processed training datasets (5 reef locations, 1986-2025)- Trained XGBoost models and label encoders for each location- 5-fold cross-validation evaluation metrics- Complete reproducible code (data collection, preprocessing, model training) See README.md for detailed documentation and usage instructions.

Zenodo (CERN European Organization for Nuclear Research)
Binus University (ID)
Life below water
Openalex Percentile: Top 6%
Coral and Marine Ecosystems Studies
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