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Agricultural Intelligence
Sub-GHz LoRa Mesh
Orbital ESG Verification

Closing the Gap Between Orbit and Root

From Root-Zone Physics to Orbital Intelligence — Fully Automated Irrigation and ESG Verification.

TerraTrace combines ultra-low-power subterranean IoT sensing with high-resolution satellite imagery to deliver end-to-end irrigation automation and immutable supply-chain compliance.

Zero Calibration Drift: Long-life, multi-parameter soil profile probes.
Autonomous Micro-Power Mesh: Sub-GHz LoRa telemetry powered by ambient solar harvesting.
Ground-Truthed Analytics: Macro-level satellite spectral indices calibrated against true root-zone physics.
TerraTrace Ground-Truth Agricultural Sensing and Orbital Telemetry

The Core Problem & Our Solution

Industrial agriculture faces a critical disconnect between high hardware barriers, delayed satellite indicators, and aggressive sensor breakdown in soil.

The Industry Challenge

High Hardware Costs

Legacy soil profile probes cost $800–$1,500 per unit, making dense deployment economically unviable for large-scale commercial operations and contract farming cooperatives.

Deployment Barrier: >$1,200/hectare
The TerraTrace Solution

Accessible BOM Architecture

Engineered around ultra-low-cost 32-bit RISC-V silicon and solid-state dielectric materials, lowering deployment costs by up to 75% while maintaining laboratory-grade field accuracy.

Cost Reduction: Up to 75% Lower CAPEX
The Industry Challenge

Blind Satellite Mapping

Orbital NDVI and NDWI spectral indices detect vegetation water stress only after plant cellular breakdown occurs. By the time orbital passes detect wilting, permanent crop yield loss has already begun.

Latency: 48–72h Post-Stress Damage
The TerraTrace Solution

Predictive Root-Zone Monitoring

Direct in-situ subterranean sensing continuously measures volumetric water depletion at root depth before crops wilt, enabling automated, pre-emptive closed-loop irrigation actuation.

Detection: Real-time In-Situ Depletion
The Industry Challenge

Rapid Sensor Corrosion

Cheap direct-current (DC) moisture and conductivity probes suffer galvanic electrolysis, dissolving exposed metal tracks in moist, fertilized, high-salinity agricultural soil within weeks.

Lifespan: Failure within weeks
The TerraTrace Solution

Corrosion-Free Physics

Contactless capacitive dielectric sensing measuring volumetric water content without physical electrode contact, paired with microsecond alternating-current (AC) pulsed 316-grade marine stainless steel for soil EC.

Durability: 5+ Years Zero Maintenance

The Full-Stack Architecture

From subterranean physics to orbital observation, TerraTrace unifies the sensing hierarchy into an automated closed-loop intelligence stack.

End-to-End Pipeline
Synchronized Telemetry & Closed-Loop Control Flow
Active Mesh Routing
1. Physical Layer

TerraTrace Sub-Surface Probe

Multi-depth VWC, Soil Bulk EC, Soil Temperature

→
2. Hardware Layer

Edge Node (RISC-V + LoRa)

CH32V003 core, solar harvesting, 3–5 km RF link

→
3. Ingestion & Fusion

Gateway / Cloud Ingestion

Multi-tenant MQTT / RESTful ingest pipeline

→
4. Processing & Actuation
Satellite Fusion Sentinel-2 & Planet Labs APIs
Closed-Loop Control Solenoids & VFD Pump Relays
→
5. Intelligence Layer

Enterprise ESG Dashboard

Immutable water audit trails, MAD refills & FMIS APIs

TerraTrace Full-Stack Subterranean to Satellite Technical Architecture
Multi-strata integration: subterranean profile probe, solar-powered LoRa telemetry node, and orbital satellite calibration.

Key Platform Features

Engineered for enterprise estates, cooperatives, and high-compliance agricultural supply chains.

Root-Zone Hysteresis Control

Define exact Field Capacity (upper limit) and Refill Points (lower limit) per crop profile to automate pump cycling. Eliminates over-watering and ensures crops operate strictly within optimal transpiration bands.

Automated Pump Cycling
Physics-Based

Multi-Depth Leaching Alerts

Instant alerts if electrical conductivity (EC) spikes in deep subsoil horizons, immediately flagging nitrate or fertilizer loss and groundwater contamination risks before nutrients escape the root zone.

Groundwater Protection
Fertilizer Retention

Fleet Health Telemetry

Real-time operational visibility into edge node battery state-of-charge, ambient solar harvesting yields, and RF packet signal-to-noise ratios (SNR), ensuring uninterrupted autonomous performance.

Solar Harvest Yields
RF SNR Diagnostics

Multi-Tenant Enterprise Portal

Hierarchical role-based access control tailored for contract farming cooperatives, food processors, agronomists, and estate managers. Segment fields by crop variety, region, or contract grower cohort.

Role-Based Access
Cooperative Hierarchy

Open API & Webhooks Integration

RESTful and MQTT endpoints for bidirectional data export into third-party Farm Management Information Systems (FMIS) such as John Deere Operations Center, Climate FieldView, and enterprise ERPs.

RESTful API
MQTT Streaming
John Deere & Climate FieldView
TerraTrace Agricultural Intelligence Dashboard
Telemetry Engine

Technical Specifications

Engineered for continuous field deployment across extreme environmental and climatic conditions.

Parameter
Specification
Engineering Standard
Measurement Parameters
Volumetric Water Content (VWC), Soil Bulk EC, Soil Temperature
Multi-Parameter Profiling
VWC Range & Resolution
0% to 100% saturation; ±2% accuracy with soil-specific calibration
Dielectric Inert Barrier
EC Range
0 to 10 mS/cm (temperature compensated)
High-Frequency Bipolar AC
Telemetry Range
Up to 5 km line-of-sight; 1.5–3 km through mature orchard canopy
Sub-GHz LoRa (SX1278/1262)
Wireless Protocol
Proprietary LoRa / LoRaWAN Class A compliant
Regional ISM Bands (433/868/915 MHz)
Uplink Frequency
Configurable (e.g., 15, 30, or 60 minutes) with event-driven alert triggers
Dynamic Duty Cycling
Operating Temperature
-20°C to +65°C
Industrial Extended Range
Ingress Protection
IP68 (sub-surface probe assembly), IP67 (surface node enclosure)
Hermetically Sealed & Backfilled
Operational Lifespan
5+ years maintenance-free autonomous field operation
Solar Ambient Harvesting + Solid State

Tailored Solutions Across the Agricultural Value Chain

Whether optimizing commercial orchard yields, verifying multinational ESG supply chains, or outfitting automated polyhouses.

Commercial Agriculture

For Commercial Growers & Estate Managers

“Eliminate guesswork and cut pumping power bills. TerraTrace monitors water directly at the root zone and controls your irrigation valves automatically, ensuring high fruit quality and yield consistency.”
  • Automatic pump shutoff at field saturation
  • Significant reduction in energy & water pumping overhead
  • Protection against drought stress and fruit cracking
Enterprise ESG & Sourcing

For Food Processors & Retail Sourcing

(e.g., Sainsbury's, Unilever)
“Verify sustainability without intrusive farm audits. TerraTrace delivers auditable, ground-truthed data on water stewardship and fertilizer application across your entire contract farming network.”
  • Immutable timestamped logs of responsible irrigation
  • Verified proof against fertilizer runoff prior to rain
  • Automated Scope 3 sustainability compliance reporting
OEM & Integrators

For Greenhouse & Polyhouse Integrators

“Integrate an industrial-grade, multi-parameter soil monitoring engine into your turn-key automation packages at a fraction of legacy hardware costs.”
  • Open REST/MQTT APIs for turn-key system integration
  • Low-cost BOM with 32-bit RISC-V edge intelligence
  • Ultra-compact form factor for high-density substrate beds

Ready to Deploy Ground-Truth Agricultural Intelligence?

Connect with our agronomy and hardware engineering team to evaluate pilot deployments for your orchards, contract grower networks, or precision irrigation packages.