crisis-mapping

Open-source platform for real-time geospatial data validation and disaster response coordination. Presented at FOSS4G NA 2025

Open-source disaster response and public transparency infrastructure. Pulso connects real-time alerts, affected communities, aid distribution, public spending and verifiable data to coordinate response and accountability.

Plantilla AI-first para levantar una plataforma de respuesta a desastres (mapa ciudadano + backend + admin) en un VPS — de clon a producción con skills de agente / AI-driven disaster-response platform template

Apoyo Venezuela: citizen-coordinated earthquake relief. Map affected zones, post needs by location, track structural status, and find verified emergency phone numbers. Mobile-first PWA.

UNDP RAPIDA — Community Crisis Damage Reporting PWA. Built for the UNDP/InnoCentive 'Build the Future of Crisis Mapping' competition.

Crowdsourced live map of essential services in Lebanon — fuel, pharmacies, bakeries, hospitals, water. خارطة: خريطة حية للخدمات الأساسية في لبنان

Offline-capable disaster triage system powered by on-device Gemma — turns crisis messages into a prioritized, geolocated situational map.

Community-powered infrastructure damage reporting for sudden-onset crises | UNDP Crisis Mapping Challenge

Evacuation Inform Index (EII) — interactive world map of INFORM Severity crises with live news and conflict timelines, an Ethical Tech CoLab project

Search API and map for people and aid centers after the June 2026 La Guaira earthquake in Venezuela. Mistral OCR and Gemma 4 on Cerebras merge duplicate records.

Local-first global crisis dashboard from public APIs. 公开数据本机大屏：地震 / 暴雨预警 / 洪水 / 冲突。

Mapa del sismo de Chupaca, Junín (18 jul 2026): epicentro, réplicas en vivo desde el IGP y los 7 distritos en estado de emergencia. Sin backend.

🌍 Assess disaster damage effectively with DisasterM3, a dataset combining remote sensing and vision-language for improved response strategies.