Pi 5 Predictive Soil Health Monitor
Predict Soil Health Index for Crop Cycles with Raspberry Pi 5 — No Cloud Needed
Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.
Equip your field or polyhouse with a standalone monitoring station that logs soil moisture, pH, and temperature across seasons. Using the collected data, your Raspberry Pi 5 trains a gradient boosting model to forecast the soil health index for your next crop cycle, helping you decide amendments before planting.
What You'll Build
A rugged, autonomous sensor node that captures real-time soil parameters and stores them locally. The system calculates a normalized soil health index based on moisture consistency, pH stability, and thermal stress. Over multiple crop cycles, it learns patterns and projects health scores forward, giving farmers and researchers an early warning for soil degradation.
What You'll Learn
- Interfacing analog and digital sensors with Raspberry Pi 5 via GPIO and I2C
- Storing high-frequency time-series data on NVMe SSD for long-term analysis
- Feature engineering for soil health: rolling averages, pH variance, temperature trends
- Training and deploying a gradient boosting regression model (XGBoost or LightGBM) on the Pi 5 for local prediction without cloud reliance
Kit Contents
| Component | Quantity |
|---|---|
| Raspberry Pi 5 4GB | 1 |
| Soil Moisture Sensor | 3 |
| Analog pH Sensor | 1 |
| DS18B20 | 2 |
| NVMe SSD 128GB | 1 |
| Pi 5 M.2 HAT+ | 1 |
| USB-C PSU | 1 |
| M-M Wires | 20 |
Why Buy This Kit Instead of Sourcing Parts Separately
| Factor | Sourcing Separately | Compoden Kit |
|---|---|---|
| Compatibility checks | You verify every part | Pre-tested as a system |
| Build support | Forums and scattered tutorials | AI companion trained on this exact project |
| Time to first working build | Days of debugging | Hours, with step-by-step guidance |
| Shipping coordination | Multiple sellers, multiple delays | One shipment from Bengaluru in 3-5 days |
Who This Kit Is For
B.Tech ECE and agriculture engineering students preparing for Smart India Hackathon or academic projects. CBSE Class 11-12 students exploring AI in agriculture under ATL Tinkering Labs. Researchers at IITs, NITs, VIT, BITS Pilani prototyping precision farming solutions.
Built and Backed by Compoden
Every Compoden kit ships with an AI build companion trained on this exact project — accessible via a QR code on the box, with WhatsApp and email backup. We've spent 10 years building projects for makers, schools, and institutions across India. If a part fails because of a manufacturing defect, replace it free within 7 days.
What if I get stuck during the build?
Scan the QR code on the box to talk to the AI companion trained on this exact kit, or message us on WhatsApp for human support.
Do I need prior machine learning experience?
Not necessarily. The kit includes a pre-trained baseline model and a guided notebook that explains each step. Basic Python helps.
Can this kit work outdoors continuously?
The sensors are rated for soil immersion, but the Pi 5 itself needs a weatherproof enclosure (not included). We recommend a polyhouse or a sheltered field station.
How many crop cycles of data can the NVMe store?
The 128GB SSD can store over 5 years of minute-level readings from all sensors, more than enough for effective multi-season modeling.
Multi-season soil sensor data on Pi 5 trains a gradient boosting model predicting soil health index per crop cycle.
What's in this kit
- Raspberry Pi 5 4GB
- Soil Moisture Sensor x3
- Analog pH Sensor
- DS18B20 x2
- NVMe SSD 128GB
- Pi 5 M.2 HAT+
- USB-C PSU
- M-M Wires x20
Shipping Information
- Prepaid Orders: ₹75 for orders up to ₹999, FREE shipping above ₹999
- COD Orders: ₹125 shipping + ₹50 COD fee = ₹175 total
- Delivery Timeline: Dispatch in 1-2 days, delivery in 2-7 days depending on location
Returns & Warranty
- 7-Day Return: Manufacturing defects only (approval required)
- Warranty: 7 days from delivery
- Non-Returnable: Batteries, consumables, cut wires, clearance items