O
Origo PlatformCleantechHUB · Climate Intel
Communitydata.cleantechhub.net
Enterpriseorigo.data.cleantechhub.net
Researchopen.data.cleantechhub.net
Agent APIapi.data.cleantechhub.net
MCP Servermcp.data.cleantechhub.net
Datathondatathon.data.cleantechhub.net
🏡
Community Overview
Your data, your voice — contributing to the global climate record
Datasets Published
12
↑ 3 this month
Consent Requests
3
⚠ Pending
Data Accessed
47×
↑ 12 this week
Community Rank
#8
Huila Coffee Belt
Origo Score
84
↑ 6 pts since audit
Recent ActivityView all
EventSourceDateStatus
EUDR consent grantedCafé Royal GmbH27 May 2026✓ Allowed
New dataset uploadedIoT Agrometer #726 May 2026✓ Published
Compliance check passedOrigo Enterprise25 May 2026✓ Passed
Consent request receivedEcoTrade BV24 May 2026⏳ Pending
Plot boundary updatedAgrometer GPS22 May 2026✓ Saved
Data Completeness
GPS Coordinates100%
Satellite Check100%
IoT Sensor Data67%
Certification Docs83%
My Community
☕
Huila Coffee Belt
142 producers · Verified
✓ EUDR ReadyISO 14001Rainforest Alliance
🗺️
Finca Bella Production Map — Huila, Colombia
3 registered plots · 12.4 ha · Last verified 26 May 2026
✓ GFW Clear✓ MapBiomas C3 ClearAgrometer IoT Active
📂
My Datasets
Datasets you own, control, and share under explicit consent
Total Records
2,841
↑ 204 this week
Active Consent Grants
5
To 5 unique requesters
Token References
18
In EU DDS filings
My Datasets (12)+ New
DatasetTypeRecordsUpdatedConsentStatus
Finca Bella — Plot GPS BoundariesGeoJSON3 features26 May 2026Open✓ Live
IoT Temperature / Humidity Log 2026CSV time-series8,64028 May 2026Restricted✓ Live
Harvest Yield Q1 2026JSON1 record12 Apr 2026Restricted✓ Live
Soil Carbon Measurement 2025PDF + JSON6 samples10 Nov 2025Buyer Only✓ Live
Rainforest Alliance Cert 2025–2026PDF1 doc01 Jan 2026Open✓ Live
Pesticide-Free Declaration 2026PDF1 doc02 Jan 2026RestrictedDraft
🗺️
My Production Map
Registered plots with deforestation risk overlay and IoT sensor positions
🗺️
Interactive Map View
Full-screen MapLibre GL map with your plantation polygons, GFW deforestation overlay, Agrometer IoT positions, and satellite imagery. Plots color-coded by compliance status.
MapLibre GL + PostGIS · Phase 3
👥
Producer Communities
24 verified EUDR-ready production communities across 5 commodities
☕
Huila Coffee Belt
142 producers · Colombia · Coffee · EUDR Ready
✓ VerifiedISO 14001
🌴
Chocó Palmera Collective
89 producers · Colombia · Palm Oil
✓ VerifiedRSPO
🍫
Amazonas Cacao Network
63 producers · Colombia · Cacao
⏳ PendingCacao
Showing 3 of 24 communities. Full directory with map view and join flow available in Phase 3.
🚀
Cleantech Startups
CleantechHUB startups building with Origo data
🚀
Startup Ecosystem
Directory of startups using Origo data for carbon credit platforms, ESG dashboards, and supply chain tools. Includes data access requests and pilot program applications.
Phase 4
➕
Contribute Data
Add new datasets — GPS, IoT, certification, yield records
➕
Data Contribution Wizard
Step-by-step upload: choose type → validate format → set consent rules → publish. Supports GeoJSON, CSV, PDF. SHA-256 provenance hash generated on submission.
Phase 2
🌐
Open Data
CC-BY 4.0 datasets freely available to researchers and the public
🌐
Open Data Catalogue
Browse and download: Origo Taxonomy (71 categories), aggregate deforestation risk scores, EUDR commodity boundaries, and community-level compliance statistics.
Phase 2
📊
Enterprise Dashboard
EUDR compliance overview for Rösterei Hamburg GmbH — Coffee supply chain
Compliance Score
91%
↑ 4% vs last quarter
Verified Suppliers
41/48
7 pending verification
DDS Filings (2026)
12
0 rejected by TRACES
Deforestation Risk
Low
All plots GFW-clear
Open Consents
37
Producer approvals active
Supplier Risk OverviewView all 48
SupplierCountryCommodityPlotsRiskLast Check
Caficultores Finca Bella🇨🇴 ColombiaCoffee3Low26 May 2026
Cooperativa del Sur🇨🇴 ColombiaCoffee12Low24 May 2026
Finca Esperanza🇨🇴 ColombiaCoffee5Low22 May 2026
Hacienda Santa Rosa🇧🇷 BrazilCoffee8Medium20 May 2026
Fazenda Boa Vista🇧🇷 BrazilCoffee4Low19 May 2026
Plantation Nguyen🇻🇳 VietnamCoffee2Medium15 May 2026
Pending Supplier #7🇮🇩 IndonesiaCoffee—Unverified—
50-Check Framework
Deforestation checks48/50
GPS validation48/50
Consent confirmed41/48
DDS ready41/48
Recent DDS Filings
DDS RefFiledStatus
DDS-2026-DE-044127 May✓ TRACES Filed
DDS-2026-DE-044025 May✓ TRACES Filed
DDS-2026-DE-043922 May✓ TRACES Filed
DDS-2026-DE-043818 MayTRACES pending*
*TRACES NT integration pending legal memo clearance
🏭
Supplier Management
48 suppliers across 6 origin countries — verify, check, and manage consent
Total Suppliers
48
6 countries, 3 commodities
Fully Verified
41
85% coverage
Avg Risk Score
1.8
Low risk
Consent Active
37
77% of suppliers
SupplierCountryCommodityPlotsRisk ScoreGFWConsentDDS Status
Caficultores Finca Bella🇨🇴Coffee31.0 Low✓ Clear✓ ActiveDDS Ready
Cooperativa del Sur🇨🇴Coffee121.2 Low✓ Clear✓ ActiveDDS Ready
Finca Esperanza🇨🇴Coffee51.1 Low✓ Clear✓ ActiveDDS Ready
Hacienda Santa Rosa🇧🇷Coffee83.4 Med⚠ Review✓ ActiveReview Needed
Fazenda Boa Vista🇧🇷Coffee41.8 Low✓ Clear⏳ PendingConsent Needed
Plantation Nguyen🇻🇳Coffee22.9 Med⚠ Review✓ ActiveUnder Review
Pending Supplier #7🇮🇩Coffee——Not runNot requestedNot started
✅
Run Compliance Check
50-point automated check across GFW, MapBiomas, GPS, IoT, and consent data
Select Supplier for Check
Last check: Caficultores Finca Bella — 26 May 2026 at 09:14 UTC · 50/50 checks passed · Score: 98.2 · DDS Ready
Last Check Results — Caficultores Finca Bella (COL-001)
#CheckSourceResultScore
1Deforestation after Dec 2020 — Primary forestGFW✓ Clear10/10
2Deforestation after Dec 2020 — MapBiomas C3MapBiomas✓ Clear10/10
3GPS coordinate validation — hardware verifiedAgrometer IoT✓ Valid10/10
4Plot boundary ≥ 100m from forest edgeGFW + PostGIS✓ 240m10/10
5Producer consent confirmedOrigo Consent API✓ Active10/10
6EUDR commodity classification (HS code)Origo Taxonomy✓ 0901.1110/10
7Country-of-origin document verifiedDocument store✓ CO cert10/10
8SHA-256 provenance hash integrityWORM Audit Log✓ Intact10/10
9Certification validity (Rainforest Alliance)Document store✓ Valid to Jan 20278/10
10IoT sensor data continuity (last 90 days)Agrometer IoT✓ 99.2% uptime10/10
📋
Due Diligence Statements
EUDR Article 4 DDS filings — created, stored, and linked to verifiable credentials
Total DDS (2026)
12
0 rejected
TRACES Filed
11
1 pending legal clearance
W3C VC Issued
11
All with EUDRComplianceCredential
WORM Archived
11
Backblaze B2 · 5-yr lock
DDS ReferenceSupplierCommodityVolume (kg)FiledTRACESVCPDF
DDS-2026-DE-0441Finca BellaCoffee2,40027 May 2026✓ Filed✓ VC issued📄 PDF
DDS-2026-DE-0440Coop. del SurCoffee8,10025 May 2026✓ Filed✓ VC issued📄 PDF
DDS-2026-DE-0439Finca EsperanzaCoffee3,20022 May 2026✓ Filed✓ VC issued📄 PDF
DDS-2026-DE-0438Fazenda Boa VistaCoffee1,90018 May 2026Pending*Pending📄 PDF
DDS-2026-DE-0437Finca BellaCoffee1,10012 May 2026✓ Filed✓ VC issued📄 PDF
*TRACES NT adapter pending legal memo clearance per Origo Architecture Spec §7.3
🔗
Chain of Custody
End-to-end provenance from producer plot to EU customs entry
🔗
Chain of Custody Explorer
Visual supply chain trace: producer → aggregator → exporter → customs → importer. Each hop has a verifiable credential and SHA-256 hash. Linked to W3C DID documents.
Phase 3
🗺️
Supply Chain Map
Visualise all 48 supplier locations and risk heat-map
🗺️
Supply Chain Map
48 suppliers · 6 countries · Deforestation risk overlay
41 Low Risk5 Medium2 Unverified
📜
Audit Log
Immutable WORM record — Backblaze B2 Object Lock, 5-year EUDR retention
📜
Immutable Audit Trail
Every compliance check, DDS filing, consent event, and token acquisition is logged with SHA-256 hash, timestamp, and actor identity. WORM-locked on Backblaze B2 for 5 years per EUDR Article 9.
Phase 2 · Backend live
🔐
API Keys
Manage API credentials for Origo Enterprise programmatic access
Active Keys (2)
NameKey PrefixCreatedLast UsedScope
Production Keyorigo_live_7f2a...01 Jan 202628 May 2026Full AccessRevoke
CI/CD Keyorigo_live_3c9b...10 Mar 202626 May 2026Check OnlyRevoke
📚
Dataset Catalog
34 open datasets · CC-BY 4.0 · Powered by Datasette
Total Datasets
34
↑ 4 added this month
Total Records
2.4M
Across all datasets
Downloads (30d)
847
↑ 22% vs prior month
API Queries (30d)
14,200
SQL + REST
DatasetCategoryRecordsUpdatedFormatLicense
Origo Taxonomy v2.1Classification71 categories01 May 2026JSON / CSVCC-BY 4.0Explore
EUDR Deforestation Risk Index — Colombia 2026Risk / GIS48,320 polygons20 May 2026GeoJSONCC-BY 4.0Explore
Agrometer IoT Aggregate — Huila 2025Time Series / IoT1,240,00031 Dec 2025CSVCC-BY 4.0Explore
Producer Community Compliance Scores Q1 2026Compliance24 communities12 Apr 2026JSONCC-BY 4.0Explore
EUDR Commodity HS Code MappingClassification892 codes01 Jan 2026CSVCC-BY 4.0Explore
GFW Colombia Alert Summary 2020–2025Satellite / Forest320,000 alerts31 Dec 2025GeoJSONCC-BY 4.0Explore
Scope 3 Emission Factors — Coffee Value ChainClimate Finance44 factors15 Mar 2026JSONCC-BY 4.0Explore
Green Finance Colombia — TCFD IndicatorsClimate Finance210 indicators01 Mar 2026CSVCC-BY 4.0Explore
💻
SQL Explorer
Query any open dataset with SQL — powered by Datasette + DuckDB
Query EditorExamples
Last run: 28 May 2026 · 0.043s · 12 rows
Results — 12 rowsExport CSV
countrycommodityavg_risksuppliers
IndonesiaPalm Oil4.208
BrazilSoy3.8114
BrazilCoffee2.9011
VietnamCoffee2.726
ColombiaCacao1.847
ColombiaCoffee1.2148
⬇️
Bulk Downloads
Download full datasets in CSV, GeoJSON, or Parquet format
⬇️
Bulk Download Centre
Download complete datasets as ZIP archives. Formats: CSV, GeoJSON, Parquet. Includes data dictionary and SHA-256 checksum for integrity verification.
Phase 2
📖
Methodology
How Origo data is collected, verified, and classified
📖
Methodology Documentation
Detailed documentation: GPS verification pipeline, GFW integration, MapBiomas C3 deforestation methodology, IoT sensor calibration, and the Origo 50-check compliance framework. Published on BookStack wiki.
wiki.cleantechhub.net
⚖️
License
CC-BY 4.0 — Open data, attribution required
⚖️
Creative Commons Attribution 4.0 International (CC-BY 4.0)
All datasets published on open.data.cleantechhub.net are available under the Creative Commons Attribution 4.0 International license. You are free to share and adapt the material for any purpose, even commercially, as long as you give appropriate credit to CleantechHUB and indicate any changes made.
Attribution format:
CleantechHUB Origo Platform — open.data.cleantechhub.net · CC-BY 4.0 · Dataset: [Name] · Retrieved: [Date]
The Origo Taxonomy is separately available as CC-BY 4.0. Producer-level data with restricted consent settings is NOT included in open datasets — only aggregated, anonymised, or explicitly open records are published here.
🗂️
Data Asset Catalog
Acquire tokenized data bundles — JWT + W3C Verifiable Credentials, producer consent required
Available Assets
24
Across 6 commodity types
My Active Tokens
7
Valid, consent-backed
Avg Consent Time
4.2h
Producer response time
VC Issuer
Origo
did:web:origo.data.cleantechhub.net
Available Data Assets (24)JSON-LD manifest ↗
AssetCommodityOriginRecordsConsentFormat
COL-COFFEE-HUILA-2026-Q1
GPS + IoT + Yield bundle · 48 producers		☕ Coffee🇨🇴 Huila CO14,400Auto-consent availableJWT + VC
COL-COFFEE-NARIÑO-2026-Q1
GPS + Certification bundle · 31 producers		☕ Coffee🇨🇴 Nariño CO9,300Manual consent requiredJWT + VC
COL-CACAO-MAGDALENA-2026
GPS + Harvest bundle · 22 producers		🍫 Cacao🇨🇴 Magdalena CO6,600Manual consent requiredJWT + VC
BRA-COFFEE-MINAS-2026-Q1
GPS + Satellite check bundle · 18 producers		☕ Coffee🇧🇷 Minas Gerais5,400Manual consent requiredJWT + VC
VNM-COFFEE-CENTRAL-2026
GPS bundle · 12 producers		☕ Coffee🇻🇳 Central Highlands3,600Manual consent requiredJWT + VC
ORIGO-TAXONOMY-V2.1
71-category open taxonomy · CC-BY 4.0		📋 Taxonomy🌍 Global71No consent requiredJSON-LD
🔑 Token Acquisition Flow
1. Agent calls POST /v1/tokens with asset ID → 2. Origo requests producer consent (notification sent) → 3. Producer approves in Consent Manager → 4. Origo mints JWT + EUDRComplianceCredential (W3C VC) → 5. Agent receives signed token bundle → 6. Token referenced in EU DDS filing. Average: 4.2h consent → token ready.
🪙
My Tokens
Active JWT + W3C VC tokens acquired for EU DDS compliance
Token IDAssetIssuedExpiresVC StatusDDS Ref
tkn_7f2a91cCOL-COFFEE-HUILA-2026-Q127 May 202627 May 2031✓ Valid VCDDS-2026-DE-0441Inspect
tkn_3c9b44aCOL-COFFEE-NARIÑO-2026-Q122 May 202622 May 2031✓ Valid VCDDS-2026-DE-0440Inspect
tkn_8e1d22fBRA-COFFEE-MINAS-2026-Q118 May 202618 May 2031⏳ Consent pending—Inspect
Token Payload (tkn_7f2a91c)
{"sub": "COL-COFFEE-HUILA-2026-Q1", "iss": "did:web:origo.data.cleantechhub.net", "iat": 1748304000, "exp": 1906080000, "type": "EUDRComplianceCredential", "producers": 48, "plots": 142, "area_ha": 1847.3, "commodity": "coffee", "hs_code": "0901.11", "origin_country": "CO", "origin_region": "Huila", "deforestation_check": "passed", "gfw_alert_free_since": "2020-12-31", "consent_refs": ["cns_a1b2c3", "cns_d4e5f6"], "provenance_hash": "sha256:9f3a2b1c..."}
🔌
API Reference
RESTful API · FastAPI · Base URL: https://api.data.cleantechhub.net/v1
GET/v1/assetsList all available data assets
GET/v1/assets/{id}Get asset metadata + JSON-LD manifest
POST/v1/tokensAcquire token for asset (triggers consent flow)
GET/v1/tokens/{id}Get token status + VC payload
GET/v1/tokens/{id}/verifyVerify W3C VC signature and consent status
GET/v1/checks/{supplier_id}Run 50-check compliance check on supplier
POST/v1/ddsCreate Due Diligence Statement from token
GET/v1/taxonomyBrowse Origo Taxonomy (71 categories)
GET/v1/producers/{id}/consentCheck producer consent status for asset
DEL/v1/tokens/{id}Revoke token and notify producer
Authentication: Authorization: Bearer {api_key} — all endpoints require a valid API key. Obtain at api.data.cleantechhub.net → API Keys.
🔑
API Keys
Manage keys for programmatic access to the Agent API
🔑
API Key Management
Create, rotate, and revoke API keys with granular scope control: read-only, token-acquire, DDS-create. Rate limits enforced per plan tier.
Phase 2
📦
Access Tiers
Choose the plan that fits your compliance workflow
Explorer
Free
Always free
  • ✓ Browse asset catalog
  • ✓ 5 token acquisitions/month
  • ✓ Open datasets
  • ✓ API access (rate-limited)
  • ✗ Bulk downloads
  • ✗ TRACES integration
Professional
€490
per month · billed annually
  • ✓ 50 token acquisitions/month
  • ✓ All asset types
  • ✓ DDS creation API
  • ✓ 50-check compliance API
  • ✓ W3C VC issuance
  • ✓ WORM audit archive
Enterprise
Custom
Volume pricing
  • ✓ Unlimited tokens
  • ✓ TRACES NT integration
  • ✓ SLA 99.9%
  • ✓ Dedicated support
  • ✓ On-premise option
  • ✓ Custom HS code mapping
🔧
MCP Tool Directory
12 tools available to Claude Desktop and compatible AI agents
● 12/12 Online
🗺️
origo_get_supplier_location
Returns GPS coordinates, plot boundaries, and area (ha) for a supplier ID. Verifies hardware provenance via Agrometer IoT signature.
Online
✅
origo_run_compliance_check
Runs the 50-point EUDR compliance framework against a supplier. Returns pass/fail per check, overall score, and DDS-readiness flag.
Online
📋
origo_create_dds
Creates a Due Diligence Statement from a compliance-verified supplier. Returns PDF URL and W3C VC credential. TRACES filing gated on legal memo.
Online
🪙
origo_acquire_token
Initiates the token acquisition flow for a data asset. Triggers producer consent notification. Returns JWT + EUDRComplianceCredential when approved.
Online
🔍
origo_check_token_status
Returns current status of a token: pending consent, active, expired, or revoked. Includes VC validity and producer consent reference.
Online
🌳
origo_deforestation_check
Runs GFW + MapBiomas C3 deforestation check on a GPS polygon. Returns alert status since 31 Dec 2020, risk score, and satellite source.
Online
📂
origo_search_catalog
Searches the data asset catalog by commodity, country, region, or date. Returns matching assets with metadata and consent availability.
Online
🔑
origo_check_consent
Checks whether a producer has active consent for a specific requester + dataset combination. Returns consent reference and expiry.
Online
📋
origo_get_taxonomy
Returns Origo Taxonomy entries for a commodity or HS code. Maps EUDR commodities to Scope 3 categories and Green Finance Colombia indicators.
Online
🏭
origo_get_supplier_profile
Returns full supplier profile: contact info, certified area, commodity types, certification history, and linked DDS filings.
Online
📜
origo_get_audit_log
Returns immutable audit entries for a supplier or DDS filing from the WORM archive. Includes SHA-256 hash verification.
Online
🚦
origo_traces_file (gated)
Files a completed DDS to the EU TRACES NT system. Currently gated — requires legal memo clearance per Origo Architecture §7.3. Returns mock TRACES reference in preview mode.
Preview
🔌
Connect Claude Desktop
Add Origo MCP to your Claude Desktop in 3 steps
Step 1 — Add to claude_desktop_config.json
{"mcpServers": { "origo": { "command": "npx", "args": ["-y", "@cleantechhub/origo-mcp"], "env": { "ORIGO_API_KEY": "your_api_key_here", "ORIGO_BASE_URL": "https://mcp.data.cleantechhub.net" } } }}
Step 2 — Verify Connection
Restart Claude Desktop. In any conversation, type:
/list-tools origo
You should see all 12 Origo tools listed. If not, check your API key and restart.
Step 3 — Try Your First Tool
Ask Claude to run a compliance check:
"Run an EUDR compliance check on supplier COL-001 (Caficultores Finca Bella) and create a DDS if it passes."
Claude will: call origo_run_compliance_check → if passed, call origo_acquire_token → request producer consent → call origo_create_dds → return PDF + W3C VC.
🎮
Tool Playground
Test MCP tools interactively without writing code
🎮
Interactive Tool Tester
Select any of the 12 MCP tools, fill in parameters via a form, and see the live JSON response. Useful for exploring data before writing your agent workflow.
Phase 3
💚
System Status
Real-time health of all Origo platform services
Updated 28 May 2026 · 14:07 UTC
Core Services
MCP Server (mcp.data.cleantechhub.net)Operational
Agent API (api.data.cleantechhub.net)Operational
FastAPI Backend (OVH VPS 51.195.45.77)Operational
PostgreSQL + PostGIS (port 5434)Operational
Redis / Celery Queue (port 6380)Operational
Caddy TLS / Reverse ProxyOperational
Data Sources
GFW Deforestation APIOperational
MapBiomas Colombia C3Operational
Agrometer IoT FeedOperational
Backblaze B2 WORM ArchiveOperational
W3C VC Issuer (did:web)Operational
TRACES NT AdapterPreview — Legal pending
30-Day Uptime
30 days ago99.3% uptimeToday
🏆
Active Challenges
Open climate intelligence challenges — real Origo data, real impact
Active Challenges
3
Closes in 18–42 days
Total Participants
214
From 18 universities
Prize Pool
$12K
Across 3 challenges
Submissions
47
Reviews open until 15 Jun
🌳
Deforestation Risk Predictor
$5,000
Build a model to predict EUDR deforestation risk 12 months ahead using GFW alerts, satellite NDVI, and IoT data. F1 score target > 0.85.
Machine LearningGeoJSONCloses 15 Jun
Teams: 34 · Submissions: 18 · Top score: 0.81 F1
🛰️
Satellite Crop Classifier
$4,000
Classify EUDR commodities (coffee, cacao, palm oil, soy) from Sentinel-2 imagery over Colombia. Accuracy target > 92%.
Computer VisionSentinel-2Closes 30 Jun
Teams: 28 · Submissions: 14 · Top score: 89.4%
📈
Supply Chain Carbon Model
$3,000
Model Scope 3 emissions for the Colombian coffee supply chain using Origo IoT + yield data. Align with TCFD and Green Finance Colombia indicators.
Climate FinanceESGCloses 10 Jul
Teams: 19 · Submissions: 15 · Top score: RMSE 0.24
🎓 Learning Path: New to climate data science? Start with the Origo Data Primer tutorial to understand EUDR datasets, then try the Datathon Starter Kit on GitHub.
🥇
Leaderboard
Top teams across all active challenges — updated in real time
#TeamInstitutionF1 ScoreModelSubmitted
🥇Los DatanautasUniandes0.81XGBoost + GIS features26 May 2026
🥈Forest SentinelsU. Nacional CO0.79Random Forest + NDVI25 May 2026
🥉GreenLogic AIEAN University0.77LightGBM ensemble24 May 2026
4Amazonian MLESPOL Ecuador0.74LSTM time-series23 May 2026
5ClimaTech PUJJaveriana0.72CNN + satellite22 May 2026
—Your Team (Baseline)—0.68Logistic Regression20 May 2026
👥
Teams
Browse and join teams for active challenges
👥
Team Directory
Browse 68 registered teams across 3 challenges. View team members, current score, and open spots. Create a public or private team and invite collaborators via email or student ID.
Phase 2
📊
Challenge Datasets
Pre-packaged Origo datasets for each challenge
Available for Download
DatasetChallengeSizeFormatLicense
Deforestation Risk Starter KitDeforestation Risk Predictor2.4 GBGeoJSON + CSVCC-BY 4.0
Sentinel-2 Crop Imagery — Colombia 2024–2025Satellite Classifier18.2 GBGeoTIFFCC-BY 4.0
Coffee Supply Chain IoT + Yield 2023–2025Carbon Model890 MBCSVCC-BY 4.0
📚
Tutorials & Learning
Get up to speed with Origo data, EUDR context, and climate ML techniques
📖
Origo Data Primer
What is EUDR? How does Origo collect and verify supply chain data? Start here.
🐍
Python Starter Kit
Load Origo datasets with pandas + geopandas. Includes EDA notebook and baseline model.
🤖
Agent + MCP Workshop
Build a Claude agent that uses all 12 Origo MCP tools for end-to-end EUDR compliance.