Active Crop
Talong
Stage: Vegetative Growth
Planted Mar 16, 2026 · Day 32Harvest ETA Jun 09, 2026
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Spade AgriOS
Autonomous Agronomy
Computer vision, artificial intelligence, and autonomous pumps converge so each plant is inspected, diagnosed, and treated without waiting on manual patrols.
Gemini Vision
Tomato Canopy
IoT Relay
North NodeActive Crop
Stage: Vegetative Growth
Planted Mar 16, 2026 · Day 32Suitability verdict
SuitableKalabasa (Squash) is suitable for planting in Lala, Lanao del Norte during April. The current temperature of 26.07°C and 'few clouds' weather are ideal for germination and initial growth. Lanao del Norte generally has a Type IV climate, providing sufficient warmth and moisture for Kalabasa, a crop well-adapted to tropical conditions. Although Atsal (Bell Pepper) and Kalabasa are from different plant families (Solanaceae and Cucurbitaceae, respectively), both are moderate to heavy feeders. Therefore, it is strongly recommended to amend the soil with organic matter and balanced fertilizers to replenish nutrients after the previous Atsal crop and ensure optimal growth for the Kalabasa, despite not being a direct crop rotation conflict based on strict family or exact nutrient drainage criteria.
Read more Updated Apr 02, 2026 | 2:35 PM Run suitabilityLive health index
Autonomous care window synced to the latest telemetry.
Status Pulse
Metrics refresh whenever n8n stores a new row in agricultural_logs.
Latest field insight
Command: PESTICIDE • Fluid: Neem Oil
Captured Apr 13, 2026 | 1:12 PM · 3d ago View logbookDisease Mapping
Captured by Gemini Vision to fine-tune blight responses.
IoT Spine
Real hardware driving nutrient, pesticide, and misting.
Canopy Glow
Thermal cues ensure optimal spraying windows before dawn.
ESP32-CAM, soil sensors, dual relays, diaphragm pump, LM2596 regulator, solar + 12V lead-acid battery bank.
Receives webhook payloads, orchestrates Gemini vision prompts, enforces logic gates, and issues actuator commands.
Vision models diagnose leaf images and respond with JSON containing disease label, confidence, and treatment_needed flag.
Hostinger-managed database storing agricultural_logs for traceability, reporting, and dashboard analytics.
Push notifications to Android devices plus service worker fallback via OneSignalSDKWorker.js.
Material Dashboard UI that visualizes telemetry, acknowledges alerts, and issues manual overrides.
ESP32-CAM wakes on schedule, captures the target canopy, and posts multipart data to the n8n webhook.
n8n uploads imagery to Gemini with structured prompt, returning JSON with diagnosis, confidence, and treatment flag.
Logic node evaluates treatment_needed plus rain, battery, and soil thresholds before issuing the `ai_command`.
Bridge responds to the field unit with command payloads ({"command":"PESTICIDE","duration":5}). Relays drive the pump.
Simultaneous OneSignal REST call posts alerts to all subscribed Android devices, even if the app is closed.
Every decision writes to `agricultural_logs` for traceability, dashboards, and future ML fine-tuning.
Lifecycle Planner
37.6% of schedule · Vegetative Growth
Crop Suitability
Kalabasa (Squash) is suitable for planting in Lala, Lanao del Norte during April. The current temperature of 26.07°C and 'few clouds' weather are ideal for germination and initial growth. Lanao del Norte generally has a Type IV climate, providing sufficient warmth and moisture for Kalabasa, a crop well-adapted to tropical conditions. Although Atsal (Bell Pepper) and Kalabasa are from different plant families (Solanaceae and Cucurbitaceae, respectively), both are moderate to heavy feeders. Therefore, it is strongly recommended to amend the soil with organic matter and balanced fertilizers to replenish nutrients after the previous Atsal crop and ensure optimal growth for the Kalabasa, despite not being a direct crop rotation conflict based on strict family or exact nutrient drainage criteria.
Read more Logged Apr 02, 2026 | 2:35 PM Run suitability| Plant | Diagnosis | Command | Fluid / Dose | Temp / Hum | Captured |
|---|---|---|---|---|---|
| Talong | Early Blight | PESTICIDE | Neem Oil | 5s | — / — | Apr 13, 2026 | 1:12 PM |
| Talong | Early stage nutrient deficiency or stress | SLEEP | None | N/A | — / — | Apr 12, 2026 | 3:19 AM |
| Talong | Healthy | SLEEP | None | N/A | — / — | Apr 12, 2026 | 3:18 AM |
| Talong | Healthy | SLEEP | None | N/A | — / — | Apr 09, 2026 | 4:20 AM |
| Talong | Unable to diagnose, image does not show a plant part. | SLEEP | None | N/A | — / — | Apr 09, 2026 | 1:39 AM |
| Talong | undefined | undefined | undefined | N/A | — / — | Apr 09, 2026 | 1:30 AM |
Deploy the ESP32 firmware, point it to the n8n webhook, and this dashboard will reflect your crops within minutes.