Projet d'analyse de la productivité de l'eau en Tunisie.
# SDG 6.4.1 - Agricultural Water Productivity Analysis for Tunisia (2018-2023)
## 📊 Project Overview
This project implements a comprehensive analysis of **Agricultural Water Productivity (AWP)** for Tunisia following the **SDG 6.4.1 indicator** methodology established by FAO. The analysis covers the period **2018-2023** and integrates satellite remote sensing data (WaPOR v3), national statistics (FAO AQUASTAT), and spatial analysis to assess water use efficiency in irrigated agriculture at both national and governorate levels.
### Key Objectives
1. Calculate SDG 6.4.1 indicator using three complementary methodologies
2. Validate satellite-based estimates against AQUASTAT data
3. Perform spatial analysis at governorate level (24 administrative units)
4. Generate publication-ready visualizations for technical reports and policy presentations
5. Provide actionable recommendations for water resource management
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## 🎯 SDG 6.4.1 Indicator Definition
**Agricultural Water Productivity (AWP)** measures the economic value generated per cubic meter of water used in irrigated agriculture:
$$
\text{AWP} = \frac{\text{GVA}_{\text{irrigated agriculture}}}{\text{Volume of water used}}
$$
### Three Calculation Methods
#### **Method 1: A_we (AQUASTAT-based) - Official SDG Method**
$$
A_{we} = \frac{\text{GVA}_a \times (1 - c_r)}{V_a}
$$
Where:
- **GVA_a**: Gross Value Added from agriculture (USD)
- **c_r**: Rainfed crop ratio (0.30 for Tunisia, 2018-2023 average)
- **V_a**: Volume of water withdrawn for agriculture (m³)
**Data source**: FAO AQUASTAT national statistics
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#### **Method 2: A_wp1 (Satellite + AQUASTAT hybrid)**
$$
A_{wp1} = \frac{\text{GVA}_a \times (1 - c_r)}{V_{\text{ETb}}}
$$
Where:
- **V_ETb**: Volume of water evapotranspired by crops (m³)
- Calculated from WaPOR v3 satellite data:
$$
V_{\text{ETb}} = \sum_{pixels} \text{ETb} \times \text{Area}_{\text{pixel}} \times 10
$$
With:
- **ETb**: Evapotranspiration from biomass production (mm/dekad)
- ** …