environmental-health

Sekitarku adalah platform pemantauan lingkungan hidup dan mitigasi bencana real-time di Indonesia. Mengintegrasikan data resmi BMKG, PVMBG, NASA, dan Open-Meteo untuk menyajikan kualitas udara (AQI & PM2.5), cuaca, titik api karhutla, aktivitas gunung api, serta gempa bumi di 500+ kota secara cepat dan tanpa latensi.

An R package implementing Principal Component Pursuit for pattern recognition in environmental health.

Data Analysis Training for Environmental Health Research

🌼 Collection of materials to accompany the R25 funded "Data Science for Environmental Health" short course

DaSEH Course Data

R Shiny dashboard for visualizing dengue, malaria, and climate-related data in Peru.

UC Berkeley ESPM C167 Spring 2021

Free Excel tool for HHSRS v2 scoring. Calculates housing hazard risk bands based on 2026 guidance.

End-to-end analysis of global PM2.5 air pollution and air-pollution-attributable mortality using WHO data, with interactive Power BI dashboards and Python-based EDA.

Multi-temporal environmental health exposure assessment for Khordha and Cuttack districts, Odisha. Sentinel-2 LULC, PCA-weighted composite index (heat, green access, blue proximity, air quality, industrial exposure), spatial statistics, scenario-based green-blue intervention modelling, and ML-driven urban typologies.

Time series forecasting of seasonal water quality using Auto ARIMA, SARIMA, and VAR models. Predicts CCME Water Quality Index (WQI) using physicochemical parameters to assess potability across seasons.

Do LLM non-determinism and deployment-stack variation alter the conclusions of environmental-health meta-analyses? 36,000 LLM calls across 6 deployment stacks, with a pre-registered dual-human validation of the gold standard.

AI-powered environmental health risk assessment platform that combines EfficientNet-based image classification with Retrieval-Augmented Generation (RAG) to identify environmental hazards, predict associated health risks, and provide context-aware preventive guidance for users.

A working group for health practitioners looking to contribute their expertise, take action, & solve the climate change program.

Environmental exposure analysis evaluating household air pollution and cookstove adoption using R.

AI-Enabled-AQI-HealthPredictor is an initiative to translate environmental data into meaningful health predictions. By connecting AQI data to health risk modelling, the tool bridges a gap between raw environmental metrics and actionable insights for decision-makers or end-users.

青城清气 — 呼和浩特市 PM2.5 智能监测、预测与污染干预决策系统 (CTB Phase 1)

Zephyr is an environmental health monitoring app built for the 9th CASSINI Hackathon that transforms satellite data into personalized health advice

Étude exploratoire du lien entre les décès hebdomadaires et la chaleur observée (i.e. températures estivales) à Montréal et Laval.