Empowering African Farmers Through Verified Carbon Credits
# 🌱 Carbon Mavuno
**Empowering African Farmers Through Verified Carbon Credits**
> *Mavuno means "harvest" in Swahili - representing the harvest of both crops and carbon credits for African farmers.*
## 🎯 Project Overview
Carbon Mavuno is a blockchain-powered platform that enables smallholder farmers to earn verified carbon credits through sustainable agricultural practices, with AI-powered satellite verification and Guardian-based MRV workflows.
### The Problem We Solve
- **$90 billion** African agricultural finance gap
- Africa captures only **16%** of $1.4B carbon market despite having **98% untapped potential**
- Traditional MRV costs **$50K-$200K** per project
- Smallholder farmers excluded from voluntary carbon markets
### Our Solution
- **Guardian-powered MRV workflow** for carbon credit verification
- **AI satellite verification** reduces costs 100× ($50K → $500)
- **Carbon credit tokenization (HTS)** enables trading
- **Direct farmer access** to voluntary carbon markets
- **HCS audit trails** ensure transparency
## 🏗️ Architecture
### Technology Stack
**Frontend:**
- Next.js 15 (App Router)
- React Native (Mobile)
- TailwindCSS + shadcn/ui
- Zustand (State Management)
- HashConnect (Wallet Integration)
**Backend:**
- Node.js + TypeScript
- Supabase (PostgreSQL)
- Express.js
**Blockchain:**
- Hedera Guardian (MRV)
- Hedera Token Service (HTS)
- Hedera Consensus Service (HCS)
- Hedera File Service (HFS)
- Hedera Smart Contract Service (HSCS)
- Hedera AI Agent Kit
**AI/ML:**
- Sentinel Hub API (Satellite Imagery)
- Custom NDVI Analysis
- Carbon Calculation Models (IPCC Tier 1)
- Anomaly Detection
## 📁 Project Structure
```
carbon-mavuno/
├── web/ # Next.js 15 Web Application
│ ├── app/ # App Router pages
│ ├── components/ # React components
│ ├── lib/ # Utilities and services
│ ├── stores/ # Zustand state management
│ └── hooks/ # Custom React hooks
├── mobile/ …