MAmine-A99/GreenLife-MoroccoMAJ

GreenLife Morocco is an AI-powered agriculture dashboard for Moroccan farmers. It provides dynamic hourly weather (temperature, humidity, rainfall), NDVI vegetation index, AI-based crop suitability recommendations, interactive map selection, multi-crop charts, what-if scenarios, and exportable PDF reports 🌱 GREENLIFE MOROCCO Project: GreenLife – AI-Powered Smart Agriculture Decision Support System GREENLIFE MOROCCO is an innovation-driven initiative focused on sustainability, climate action, and food security. Within this vision, AgriSense is an AI-powered decision support system designed to promote climate-smart agriculture in Morocco. AgriSense is a web-based interactive application that leverages artificial intelligence, environmental indicators, and machine learning to support farmers, students, and decision-makers in making informed agricultural choices adapted to Morocco’s diverse climatic conditions. Through a simple and visual dashboard, the platform provides insights on crop suitability, irrigation needs, and climate risks, making advanced decision-support tools accessible to non-technical users. 🎯 Objectives Support sustainable agriculture and food security in Morocco Optimize crop selection and irrigation using AI-driven insights Assist farmers and stakeholders in adapting to climate variability Bridge technology, agriculture, and environmental sustainability Demonstrate real-world AI applications with social and environmental impact 🧠 How It Works The user selects a location in Morocco (interactive map or coordinates) The system retrieves real-time weather data (temperature, humidity, rainfall) Vegetation health is assessed using a simulated NDVI indicator A machine-learning model processes the environmental data The platform then recommends: 🌾 Most suitable crops 💧 Optimal irrigation levels ⚠️ Climate and environmental risk indicators 🛠️ Technologies Used Python 3.11 Streamlit – interactive web interface Scikit-learn – machine learning (Random Forest) Pandas & NumPy – data analysis and processing Plotly – interactive visualizations and maps OpenWeatherMap API – real-time climate data ReportLab – PDF report generation 📊 Key Features Morocco-focused interactive map Real-time weather and climate data integration AI-based crop a …