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.
Authors
- Budiono Vanessa
- Winoto Steven
- Kuodjaya Kwee
- Yusdiono Rajendra
Institutions
- Binus University (ID)
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