Tools & Technology Used

Project & Documentation

• Anthropic Claude — Overall Project Assistant (Data & Output Inspection, Process Guidance)
• Notion — Process Documentation
• GitHub — Data & Code Repository
• NASA ARSET Portal — Core Framework & Methodology Guidance
• NASA Open Science 101 OSTEM LMS — Open Science Framework & Methodologies

Data Processing & Analysis

• JetBrains PyCharm — Data Cleaning, Processing & Analysis (Python)
• JetBrains DataGrip — SQL Querying & Data Aggregation
• Microsoft Excel — Data Spreadsheeting & Initial Inspection
• Google Earth Engine — Satellite Data Extraction & Preprocessing

Visualization & Reporting

• Microsoft Power BI — Data Visualization & Interactive Dashboard
• Canva — Business & Government Stakeholder Report

Live Monitoring & Reference Tools

• NASA Worldview Webtool — Remote Sensing Dataset Access & Near-Real-Time Viewing
• SORAMAME (そらまめ君) — Live Ground Station PM2.5 Monitoring & Official Validation Reference (Japan Ministry of the Environment)
• AQICN — Live Air Quality Index Map & Station-Level Readings Visualization