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CropWise: An IoT-Based Hybrid AI System for Soil Health Monitoring, Land Topography Analysis, Scenario-Based Seasonal Crop Planning for Sustainable Farming.
Android APK · connects to CropWise cloud data (~65 MB)
CropWise is an integrated soil health platform built for farmers in Bago City — combining IoT sensors, expert soil testing, and AI to guide smarter crop decisions.
CropWise monitors soil nutrients, acidity, moisture, and temperature through connected sensors and technician-led field tests. The system analyzes this data and delivers crop and fertilizer recommendations tailored to each farm parcel.
Sensors and scheduled soil tests capture NPK, pH, moisture, and temperature readings from your farm.
Technicians review results while the system applies rule-based logic and XGBoost AI models.
Farmers receive ranked crop options, fertilizer programs, and a clear history of every soil analysis.
From IoT sensors to AI recommendations — a complete soil health platform for Bago City farmers.
Field hardware captures NPK, pH, moisture, and temperature for each soil test reading.
Slope and elevation from DEM/Open-Meteo combine with farmer land input for crop planning.
XGBoost ranks crop suitability from your soil profile, season, and parcel conditions.
Agricultural rules work with XGBoost so recommendations stay explainable for OCA staff.
Farmers get ranked crops and fertilizer guidance delivered per farm parcel in the app.
Track soil data history, request history, and recommendation records across seasons.
