The Research Team

Meet the Researchers

A collaborative effort between students and experts to implement state-of-the-art machine learning for forest conservation in Vietnam.

Pham Duy Long

First Author

"Leading researcher focused on pipeline development, feature engineering, and model validation in Google Earth Engine."

The Olympia School

Corresponding Author

Co-Author

"Specializing in data preparation, path optimization, and ensuring cross-environment reproducibility using Google Colab."

Vinschool The Harmony, Hanoi

Reproducibility Support

Co-Author

"Responsible for master table auditing, checking evaluation metrics, and verifying result table consistency."

Foreign Language Specialized School

Data Validation

Co-Author

"Focused on geospatial visualization, organizing ROC curves, feature importance charts, and evaluating map outputs."

Vinschool The Harmony

Spatial Analysis

Supervisor

"Guiding the methodology validation and research framework. Expert in environmental AI and geospatial modeling."

SMART LAB, FPT University

Methodology Supervisor

Co-Author

"Contributing to statistical evaluation of model performance and interpretability analysis for risk driver coefficients."

Capital Univ. of Physical Ed. and Sports

Statistical Validation

We are actively looking for academic partners to help scale this pilot implementation to other forest-critical provinces in Vietnam.