CED v3.2.1 — Chapter 6 + Appendix F
Technology Infrastructure
No new technology is required. Every component of the CED monitoring, verification, and enforcement pipeline uses operational systems at TRL 8–9. The innovation is integration — connecting detection to market consequence without a human decision point in between.
Technology Readiness Status
TRL (Technology Readiness Level) is the standard measure of technology maturity on a 1–9 scale, where TRL 9 indicates fully operational deployment at scale. All CED component technologies are TRL 8–9. System integration is TRL 6 — ready for Sandbox Phase 0 pilot validation.
TRL 9
Fully Operational
System proven in operational environment. Deployed globally at scale.
No further development required.
Sentinel-2
Landsat 8/9
MODIS
VIIRS
Planet Labs
Sentinel-1 SAR
GRACE-FO
Digital Payments
Trade Sanctions
Biometric ID
TRL 8–9
Deployed at Scale
System complete and qualified. Operational in final form.
Demonstrated in mission conditions.
AI Forest Detection (ML)
Global Forest Watch
NICFI Basemaps
Blockchain Verification
Mobile Money APIs
TRL 6
Pilot Ready
System prototype demonstrated in relevant environment.
Ready for Singapore Sandbox Phase 0 validation.
This is the CED's core innovation.
CED Integration Pipeline
Detection → Market Trigger
Automated Escalation Engine
Compliance-Linked Payment Automation
Layer 01
Satellite Monitoring Infrastructure
Nine operational satellite systems provide overlapping, redundant coverage of all CGCI zones. Multi-source fusion eliminates single points of failure and provides cross-validation for >95% detection accuracy.
Optical Imaging Systems
| System | Operator | Resolution | Revisit Frequency | Primary Use in CED | Coverage | TRL | Status |
|---|---|---|---|---|---|---|---|
| Sentinel-2 (A & B) | ESA | 10m optical | 5-day revisit | Primary forest cover change detection, CGCI boundary mapping | Global | TRL 9 | OPERATIONAL |
| Landsat 8 / 9 | NASA / USGS | 30m optical | 16-day revisit | Long-term baseline comparison, historical change analysis | Global | TRL 9 | OPERATIONAL |
| MODIS (Terra & Aqua) | NASA | 250–500m | Daily global | Rapid daily overview, regional fire and disturbance events | Global daily | TRL 9 | OPERATIONAL |
| Planet Labs (PlanetScope) | Commercial | 3m optical | Daily | High-resolution verification of flagged alerts, dispute resolution | Global | TRL 9 | OPERATIONAL |
| NICFI Basemaps | Norway / Planet Labs | 4.77m | Monthly mosaics | Tropical forest baseline, free public access for NGOs and NIAs | Tropics | TRL 9 | OPERATIONAL |
Radar, Thermal & Atmospheric Systems
| System | Operator | Capability | Key Advantage | Primary Use in CED | TRL | Status |
|---|---|---|---|---|---|---|
| VIIRS (Suomi NPP / NOAA-20) | NOAA | 375m thermal | Near real-time fire detection, <4h latency | Active fire detection in Zone 1 — immediate Level 1 trigger | TRL 9 | OPERATIONAL |
| Sentinel-1 (A & B) | ESA | SAR — C-band | Cloud-penetrating radar — works day/night, through cloud cover | Forest change detection in cloud-covered tropical regions | TRL 9 | OPERATIONAL |
| GRACE-FO | NASA / DLR | Gravity field | Measures groundwater storage — no other method available at scale | Aquifer and water storage monitoring linked to deforestation | TRL 9 | OPERATIONAL |
Combined Coverage
Daily optical + radar + thermal monitoring of all 9 CGCI Category A regions.
Multi-source fusion achieves >95% detection accuracy with <24-hour alert generation.
Fire detection: <4 hours via VIIRS. Cloud-obscured regions: Sentinel-1 SAR provides
independent verification regardless of weather conditions.
Layer 02
Automated Detection Pipeline
Four-stage pipeline from raw satellite data to market notification. No human authorization required at any stage — data triggers consequences. Political interference is structurally excluded.
STAGE 01
◈
Data Ingestion
All satellite feeds integrated into Singapore Data Hub central processing system.
Multi-source fusion, API standardization, real-time streaming.
Cloud compute (AWS / Azure / GCP). Latency: <2 hours from satellite pass.
STAGE 02
◉
AI Change Detection
ML algorithms compare current imagery against verified baseline.
Forest loss: >95% accuracy. Fire: near real-time (<4h).
Degradation: monthly assessment. Road construction: 72h detection.
Cross-validated across multiple satellite sources.
STAGE 03
◎
Verification & Certification
ISC technical staff review flagged alerts. Cross-reference with ground data.
Classification by violation type and severity. Compliance status updated
in public registry. Certificates issued or revoked automatically.
STAGE 04
◆
Market Notification
Verified violations trigger automatic notifications to banks, insurers,
buyers, investors, and governments. Each actor responds independently.
CPP suspension activated. Escalation ladder progression begins.
Detection Thresholds & Response Times
| Violation Type | Detection Threshold | Confirmation Requirement | Alert Generation | Enforcement Trigger |
|---|---|---|---|---|
| Active fire in Zone 1 | Any detection | Single VIIRS / MODIS pass | < 4 hours | Level 1 Immediate |
| Forest clearing | > 1 hectare | Confirmed by 2 independent sources | 48 hours | Level 1 → Level 2 |
| Gradual canopy degradation | > 5% canopy loss / year | Monthly assessment, 3-month average | Monthly review | Level 1 Warning |
| Unauthorized road construction | Any new road in Zone 1 | Sentinel-1 SAR cross-validation | 72 hours | Level 2 Direct |
| Drainage of peatland (Zone C) | Any hydrological alteration | GRACE-FO + optical confirmation | 72 hours | Level 2 Direct |
| Systematic government non-enforcement | Pattern across >3 violations | ISC pattern analysis — 60 days | Pattern report | Level 3 Trigger |
Layer 03
AI Detection Engine
Machine learning algorithms trained on decades of satellite imagery and ground-truth validation data. Deployed at global scale by Global Forest Watch and analogous systems — CED calibrates and integrates these existing models for CGCI-specific enforcement triggers.
95%+
Forest Loss Detection Accuracy
Validated across tropical forest types — Amazon, Congo,
Southeast Asia, Mesoamerican. Cross-validated against
independent ground truth data from NIA networks.
<4h
Fire Detection Latency
VIIRS active fire detection with near real-time processing.
Immediate alert generation for any active fire event
detected within Zone 1 boundaries.
<24h
General Alert Latency
From satellite pass to verified alert in public registry.
Includes multi-source cross-validation and automated
ISC technical review for flagged detections.
1 ha
Minimum Detectable Clearing
Sub-hectare events captured by Planet Labs 3m imagery.
Enforcement threshold set at 1 ha to avoid false positives
from natural tree fall or small legitimate activities.
Daily
Monitoring Cycle
Daily processing of all available satellite passes over CGCI zones.
Monthly formal compliance verification per registered area.
Annual ground-truth audit on 5% random sample.
5%
Annual Ground Inspection
5% of registered areas subject to unannounced physical inspection annually.
Random selection prevents gaming. Results published publicly
with full methodology and discrepancy reporting.
Compliance Status Categories — CED v3.2.1 Schema
GREEN
100% CPP
Full Compliance
No violations detected. All monitoring thresholds within acceptable range.
Compliance certificate active. Market actors receive certified compliant notification.
Market notification: Certified Compliant
YELLOW
80% CPP
Remediation Underway
Minor issues detected. Remediation plan submitted and active.
20% payment withheld as incentive for completion.
Technical assistance offered. 30–60 day resolution window.
Market notification: Remediation Notice
ORANGE
50% CPP
Warning Issued
Significant issues confirmed. Formal warning published.
50% payment withheld. Remediation deadline issued.
Escalation to RED automatic if deadline missed.
Market notification: Warning Notice
RED
0% CPP
Major Violation
Major violation confirmed. All payments suspended immediately.
Compliance certificate revoked. Level 2 individual sanctions activate.
Fine: 10× annual payment value. De-escalation: 6 months sustained compliance.
Market notification: Non-Compliance Alert
Layer 04
Payment Automation & Blockchain Verification
Climate Preservation Payments are disbursed monthly, automatically, upon satellite compliance verification. No bureaucratic delay. No corruption opportunity. Every transaction cryptographically recorded and publicly auditable in real time.
01
Monthly Satellite Verification
Sentinel-2 and Planet Labs imagery processed against registered landholder boundaries.
Compliance status confirmed: GREEN, YELLOW, ORANGE, or RED.
Verification cycle completes within 48 hours of month-end.
↓
02
Automatic Payment Release
GREEN status → 100% CPP released automatically. No human authorization.
YELLOW → 80%. ORANGE → 50%. RED → 0% + fine calculation initiated.
Payment amount = zone rate × hectares × compliance multiplier.
↓
03
Singapore Payment Hub Processing
Global Preservation Fund instructs Singapore financial system.
Currency: local currency, indexed to USD. Routing: NIA → landholder
digital wallet or mobile money account. NIA bypassed if in failure status.
↓
04
Blockchain Verification & Public Record
Every transaction hashed and recorded on-chain. Transaction ID,
amount, landholder ID (anonymized), zone, compliance status, and timestamp
all publicly auditable. Anomaly detection runs against every transaction batch.
↓
05
Landholder Receipt Confirmation
Mobile app confirmation. Biometric verification for first receipt.
Subsequent payments require no action from landholder —
fully automated while forest remains compliant. 30-year rolling contract.
CPP Contract Structure
| Parameter | Specification | Rationale |
|---|---|---|
| Contract Duration | 30-year rolling (auto-renews annually) | Long-term security eliminates risk premium — farmer needs no uncertainty buffer |
| Payment Frequency | Monthly | Monthly cash flow matches agricultural income cadence |
| Currency | Local currency, indexed to USD annually | Inflation protection; local currency eliminates exchange risk for landholder |
| Clawback on Violation | 5 years payments + 100% penalty (= 10 years) | Makes violation economically catastrophic — no rational actor violates |
| Contract Transferability | Transfers with land ownership — new owner assumes obligations | No payment interruption on sale; forest protection persists through ownership change |
| Indigenous Premium | +25% above base rate | FPIC compliance; recognition of traditional stewardship; higher monitoring cost |
| Small Holder Premium (<50 ha) | +20% above base rate | Economic pressure protection; vulnerability recognition |
| Large Holder (>1,000 ha) | No premium. Annual ground inspection. Corporate disclosure required. | Scale reduces per-unit monitoring cost; accountability proportional to size |
Layer 05 — Core Innovation
Integration Architecture
The components exist. The algorithms are proven. The payment systems process billions of transactions daily. The market enforcement mechanisms — bank credit, insurance, supply chains — already operate globally. CED's innovation is connecting them into a single automated pipeline with no political decision point between detection and consequence.
DATA SOURCES TRL 9
Sentinel-2
Landsat 8/9
Planet Labs
VIIRS
MODIS
Sentinel-1 SAR
GRACE-FO
Resolution: 3–30m · Frequency: Daily–Weekly · Global Coverage · Free + Commercial
▼
DATA INTEGRATION LAYER TRL 8–9
Cloud Storage (AWS/Azure/GCP)
API Standardization
Real-time Streaming
Multi-source Fusion
Location: Singapore Data Center · Latency: <2h from satellite pass
▼
AI DETECTION ENGINE TRL 8–9
Forest Change Detection ML
Fire Detection (VIIRS)
Degradation Assessment
Road/Infrastructure Detection
Accuracy: >95% · Alert Latency: <24h · Fire: <4h
▼
VERIFICATION & CERTIFICATION ENGINE TRL 6 — CED INNOVATION
Threshold Comparison
Auto Compliance Certification
Stakeholder Notification Routing
Public Registry Update
Innovation: Automated market enforcement trigger connection · No human decision point
▼
PAYMENT SYSTEM TRL 9
Digital Wallets
Mobile Money APIs
Blockchain Verify
Biometric ID
Compliance verified → Payment released
↔
MARKET NOTIFICATION TRL 6
Bank Alerts
Insurer Risk Feeds
Buyer Supply Chain
Investor ESG Data
Non-compliance → Markets respond independently
▼
PUBLIC TRANSPARENCY DASHBOARD
Real-time Forest Status
Payment Tracking
Compliance Rates
Market Response Tracking
Escalation Log
Access: Public · Updates: Real-time · Audit: Annual · earthsentinel.org/dashboard
CED does not create new enforcement authority. Banks, insurers, buyers, and investors
already have the right — and in many jurisdictions the fiduciary duty — to exclude
non-compliant actors. CED provides the verified data infrastructure that enables
these actors to exercise existing authority consistently, automatically, and at scale.
Markets enforce. CED certifies. — CED v3.2.1, Appendix F
Proof of Concept — Analogous Operational Systems
CED's architecture is not theoretical. Equivalent systems have operated at global scale for decades. The conceptual validity is established. What remains is integration deployment — the purpose of Sandbox Phase 0.
| System | Function | Years Operational | Members / Reach | Enforcement Mechanism | Effectiveness | CED Application |
|---|---|---|---|---|---|---|
| FATF | Terrorism financing exclusion | 35+ years | 200+ jurisdictions | Grey list / black list → financial exclusion | Near-universal compliance | Grey/black list mechanism applied to CGCI non-compliance |
| NPT / IAEA | Nuclear monitoring + sanctions | 55+ years | 191 states | Satellite + inspection + economic sanctions | Prevented proliferation in 180+ nations | Satellite monitoring + automatic consequence architecture |
| SWIFT | Financial exclusion mechanism | 50+ years | 200+ countries | Payment channel denial — immediate economic impact | Immediate impact when deployed | Payment exclusion model for Level 4 financial isolation |
| WTO | Trade-conditioned market access | 78+ years (GATT) | 164 members — 96% of trade | MFN framework: voluntary entry, involuntary consequences of non-participation | Near-universal participation | Opt-in paradox resolution — structural architecture identical |
| EUDR | Satellite-verified market conditions | 3+ years | EU — US$18T+ GDP | Geolocation data + satellite verification → market access | Implementation phase (Dec 2026) | Direct precursor — CED extends EUDR logic to global scale with automated triggers |
| Global Forest Watch | Satellite monitoring + alerts | 10+ years | Global — public access | Real-time alerts — currently advisory only | Operational monitoring platform | CED integrates GFW-class monitoring with automatic enforcement triggers |
| CED applies the same proven enforcement architecture to forest protection. The conceptual validity is established by 50+ years of operational precedent. What remains is system integration — which is the purpose of the Singapore pilot. — CED v3.2.1, Chapter 4 (Proof of Concept) | ||||||