ClimateIQ AI

Inspiration

Climate change affects billions, yet farmers lack crop planning tools, urban residents don't know their carbon impact, and communities miss climate education. ClimateIQ AI democratizes climate intelligence through real-time satellite data and AI agents.

What it does

5 Climate Solutions Powered by Real-Time Data + AI:

🗺️ Interactive Climate Map

6 real-time satellite layers with AI Climate Alert System:

Layer	Source	Data
Thermal Anomalies	NASA FIRMS	Fire detection, industrial heat
Air Quality	OpenWeather	AQI levels with health recommendations
Temperature	OpenWeather	Current vs historical comparison
Flood Risk	OpenWeather Forecast	Rainfall analysis
Solar Potential	NREL PVWatts	kWh/m²/day capacity
Vegetation	Planet API	NDVI plant health index

AI Alert System - Gemini agent monitors for heatwaves (>35°C), coldwaves (<5°C), poor AQI (3-5), flood risk (>10mm/h), thermal anomalies (>40°C). 5 severity levels with safety recommendations.

🌾 Smart Agriculture Hub

Multi-Agent Crop Advisor - 4 Gemini agents (Soil, Weather, Market, Orchestrator):

Fetches real data from OpenWeather + SoilGrids APIs
Random Forest ML model (2200+ samples) predicts crops
3 specialist agents analyze in parallel
Orchestrator combines insights, resolves conflicts, creates action plan

Each agent provides: confidence scores, reasoning steps, source citations.

Carbon Calculator - Gamified accordion UI with live emission meter. IPCC factors + 42 country-specific grid emissions.

Solar Irrigation - NREL PVWatts API + Gemini agent searching current government subsidies.

🏙️ Urban Sustainability

Waste Scanner - Gemini Vision classifies waste (plastic, paper, metal, organic, glass, e-waste). Privacy-first: no image storage.

Smart Home Tracker - Real consumption tracking with AI searching tariff plans and rebates.

Solar Calculator - 4-step wizard with NREL analysis, ROI calculations, AI subsidy search.

Eco-Advisor - Weather-based tips + city-specific green initiatives.

👥 Community Hub

Storyblok CMS learning modules with AI-generated quizzes and climate news.

♿ Accessibility

Floating toolbar with keyboard shortcuts, voice navigation, high contrast themes.

How we built it

Category	Technologies
Frontend	Next.js 14, React, TypeScript, Tailwind CSS, shadcn/ui
Backend	Supabase (PostgreSQL + Auth + RLS)
AI/ML	Gemini 2.0 Flash Exp, Gemini Vision, Random Forest
Maps	Mapbox GL JS
Climate APIs	NASA FIRMS, OpenWeather, NREL PVWatts, Planet API, SoilGrids
CMS	Storyblok

Design & Aesthetics

Gamified Forms - Interactive accordions with live emission meters, color-coded feedback, confetti celebrations
Modern UI - shadcn/ui components, Tailwind CSS, smooth Framer Motion animations
Responsive Design - Works across desktop, tablet, mobile
Theme Support - Light, dark, and high-contrast modes
Accessibility - Keyboard navigation, voice support, screen reader optimization

Challenges

1. 100% Real Data - Committed to zero dummy fallbacks. Transparent error messages when APIs fail.

2. Multi-Agent Coordination - Built 4 Gemini agents with conflict resolution and confidence scoring.

3. Gamifying Agriculture - Transformed boring forms into engaging experiences with live meters and animations.

4. Global Adaptability - GPS country detection, currency adaptation (₹/$/£), localized data sources.

Accomplishments

✅ 4 Production AI Agents with transparency (confidence, reasoning, sources)

✅ 6 Satellite Data Layers (NASA FIRMS, OpenWeather, NREL, Planet)

✅ Hybrid ML + GenAI - Random Forest informs Gemini agents

✅ 42 Countries supported with localized emission factors

✅ Privacy-First waste scanner (no image storage)

✅ AI Web Search for dynamic subsidy/initiative discovery

What we learned

Multi-API orchestration with different rate limits
Gemini JSON mode for reliable structured outputs
Storyblok headless CMS integration
IPCC carbon calculation methodologies
WCAG accessibility implementation

What's next

📱 Mobile app with offline support 🌐 Multi-language (Hindi, Spanish, French) 🔔 Push notifications for climate events 🤝 Community forums and leaderboards 🏆 NGO/government partnerships

Demo Access: Most features work without login. Learning modules & quizzes require authentication.
Test Credentials: test@gmail.com / 12345678