Fayrouuzz/farm-timeseries-yield-egypt

Farm-level time series dataset for crop yield monitoring across Egyptian villages. Includes vegetation indices, weather data, and yield labels for precision agriculture modeling. # Farm Time Series Dataset for Crop Yield Modeling (Egypt) This repository contains a farm-level time series dataset collected from Egyptian agricultural regions. The data captures climatic and vegetation indices across multiple farms and is designed to support machine learning and deep learning research in precision agriculture and yield forecasting. > 📌 This dataset was created using ground-truth data generously provided by **Lemon Tree Labs**. Their contribution enabled the farm-level alignment of satellite and weather observations, making this time series dataset possible. > 🌐 lemontree-labs.com > ✉️ Contact: info@lemontree-labs.com --- ## 📦 Dataset Summary - **Scope**: Time series data from individual farms - **Region**: Egypt, across different villages - **Crop Year**: 2024 - **Granularity**: Farm-level observations per day - **Purpose**: Designed for crop yield prediction modeling, especially for soybean fields --- ## 📁 Data Columns | Column | Description | |--------|-------------| | `date` | Observation date (daily granularity) | | `farm_id` | Unique identifier for each farm | | `stats.average_msavi` | Mean MSAVI (Modified Soil-Adjusted Vegetation Index) | | `stats.average_ndmi` | Mean NDMI (Normalized Difference Moisture Index) | | `stats.average_ndvi` | Mean NDVI (Normalized Difference Vegetation Index) | | `stats.max_msavi` | Maximum MSAVI recorded for the day | | `stats.max_ndmi` | Maximum NDMI value | | `stats.max_ndvi` | Maximum NDVI value | | `stats.min_msavi` | Minimum MSAVI value | | `stats.min_ndmi` | Minimum NDMI value | | `stats.min_ndvi` | Minimum NDVI value | | `stats.q1_msavi` | First quartile of MSAVI distribution | | `stats.q1_ndmi` | First quartile of NDMI | | `stats.q1_ndvi` | First quartile of NDVI | | `stats.std_msavi` | Standard deviation of MSAVI | | `stats.std_ndmi` | Standard deviation of NDMI | | `stats.std_ndvi` | Standard deviation of NDVI | | `Max Deg.C` | Maximum daily temperature (°C) | | `Min Deg.C` | Minimum d …