Earlier work + resources

Earlier work remains visible without standing in for the current program.

Previous research and dated technical notes remain part of the record. Their status is made explicit so that useful material can stay accessible without competing with the current research.

Earlier research

Master’s research

The 2023 master’s work examined IoT sensor networks for wildfire detection in the wildland–urban interface, establishing the spatial sensing and deployment problems that later developed into adaptive sensing and belief-maintenance questions.

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Wildland–urban interface sensing and sensor deployment

Master’s research · 2023

This work focused on resource-constrained sensing for wildfire detection and adaptation to environmental conditions. It remains useful as the earlier research context for the present program.

Research context

Institutional and collaborative context.

The current research sits within a broader systems, networks, security, and emerging-wireless research environment at Dalhousie University, with additional collaboration through WIRE AI.

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Systems, Networks & Security

Dalhousie University · Faculty of Computer Science

The Faculty’s research area brings together work in networking, security, distributed systems, IoT, and related computational systems.

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MYTech Research Lab

Emerging Wireless Technologies Research Group · Dalhousie University

Research context spanning emerging wireless technologies, IoT, security, reliability, resource management, and networked sensing.

Archived technical notes

Useful records, no longer current documentation.

These pages record practical experience with specific software versions in 2024. They are preserved for provenance and possible practical value, but they are not maintained as current installation or usage guides.

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Cell2Fire QuickStart

Archived technical note · July 2024 · Cell2Fire Alpha 0.11

Installation, command-line use, examples, outputs, and practical notes from work with the Alpha 0.11 release.

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BurnP3+ QuickStart

Archived technical note · July 2024

A short record of installation experience, simulation use, outputs, and links associated with BurnP3+ at that time.

Archive principle. Retaining an older page does not imply that its software instructions or project status remain current.

Current project documentation should be consulted before relying on an archived technical note.

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Earlier work and archived resources provide provenance without competing with the current research program.