[ESSD 2025] BRIGHT: A globally distributed multimodal VHR dataset for all-weather disaster response

Advance warning system for flood with rainfall analysis

A selection of projects, organisations and useful tools that help humans in crisis situations.

Your disaster management assistant

IDRISI is the largest-scale publicly-available Twitter Location Mention Prediction (LMP) datasets, in both English and Arabic languages. It contains 41 disaster events of different types (e.g., floods, fires). Annotations include tagged LMs in posts, location types (e.g., cities, streets), links to OSM toponyms, & usefulness of features for LMD.

Allows people in countries that have a curfew to post what they need so whoever distributes them can find those in need. Also, distributors can post about their services.

[OLD] Crisis Cleanup Version 3 Web Application based on Vue 2. This version was launched March 27, 2020 and retired March 10, 2023 when it was superseded by a Vue 3 version.

THOR: High-performance C++17 Disaster Relief Protocol. Features physics-aware "Goldilocks" routing (-50dBm optimization), custom 22-byte bit-packed headers, and Fail-Fast Identity Switching. A 0-dependency mesh network engineered for when the grid collapses.

Sparrow platform project summary; build Repository for sparrow-platform.com

Current Crisis Cleanup Web Application (Version 4) based on Vue 3. This version was launched March 10, 2023.

Computer Vision based disaster relief drone (Tello) . Computer Science senior year project.

🌐 Interactive map of natural disasters across the U.S.

Helping Hand is an Online & Offline Disaster Management System for Govt. of Assam with a motive to help the government and the people of Assam during disasters.

Deprem.Market is a RESTful API that enables people to offer what they have and request what they need in case of earthquakes. It is designed to facilitate a collective effort to help one another during an earthquake disaster.

A disaster management website known as Direct Relief was made by me for my GST project. Description in Readme. Feel free to leave a star if you like it.

Repository of grassroots efforts in Puerto Rico

nwHacks 2020, 2nd place. Android application which creates a mesh network to automatically share vital disaster recovery information between nearby devices without Wi-Fi or cell service.

Survive Together API

CrisisLink is a mobile-first disaster rescue platform designed for South Africans facing extreme weather events. The system instantly sends users' live locations and triggers visual warnings when danger is imminent, helping them prepare and respond faster.

A disaster management android application integrated with firebase and NDMA India.