Resources

Research & Code

Access my research papers, open-source projects, and datasets related to geospatial research on climate change, energy transition, and natural capital.

GitHub Repositories

terramind-flood

Python

AI-powered flood prediction and risk assessment using geospatial data. Combines satellite imagery, terrain analysis, and machine learning for early warning systems.

Deep Learning Flood Risk GIS

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volcano-eruption-risk

Python

Volcanic eruption risk assessment and hazard mapping using remote sensing data, thermal imagery analysis, and geospatial modeling for disaster preparedness.

Remote Sensing Hazard Mapping Thermal Analysis

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jakarta-subsidence-climate-adaptation

Jupyter

Analysis of North Jakarta's land subsidence crisis with evidence-based interventions and climate adaptation strategies using geospatial modeling.

Climate Adaptation Subsidence InSAR

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papua-natural-capital

Python

Revealing the hidden environmental cost of mining operations at Grasberg Mine, Indonesia. Quantifying ecosystem destruction, carbon loss, and economic trade-offs.

Natural Capital Mining Impact Carbon

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Research Papers

2026

The rise of brownfield mining is reshaping global mineral supply and intensifying social and environmental risk

Kemp, D., Loginova, J., Lechner, A. M., Ang, M. L. E., Kuswati, R. A., Saputra, M. R. U., Unger, C. J., Bebbington, A., & Owen, J. R.

One Earth

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2025

Digital elevation model estimation from RGB satellite imagery using generative deep learning

Madani, A. I., Kuswati, R. A., Lechner, A. M., & Saputra, M. R. U.

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

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2025

A holistic framework for examining complex problems in energy transition solutions

Bria, E., Kemp, D., Kuswati, R., Sturman, K., Saputra, M. R. U., & Lechner, A. M.

One Earth, Volume 0, Issue 0, 101249

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2025

Time series of nickel production with coal-fired power plants at Indonesia Morowali Industrial Park 2009 to 2023

Kuswati, R., Saputra, M. R. U., Bria, E., Kemp, D., Sturman, K., & Lechner, A. M.

University of Queensland

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2025

Time series of Indonesian nickel and coal mining and related infrastructure development 2008 to 2023

Kuswati, R., Saputra, M. R. U., Bria, E., Kemp, D., Sturman, K., & Lechner, A. M.

University of Queensland

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Datasets

Datasets Coming Soon

I'm currently preparing and documenting geospatial datasets related to my research areas that will be available for download.