Work

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

Year: 2026

Type: article

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.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.20477267

Authors: Kwee, Kuodjaya, Rajendra, Yusdiono, Steven, Winoto, Vanessa, Budiono

Institution: Binus University

Language: English

Topic: Coral and Marine Ecosystems Studies

Subfield: Ecology

Field: Environmental Science

Domain: Physical Sciences

SDG: Climate action

Open Access status: green

OpenAlex ID: W7162936912

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