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ruthie.musker@godan.info
@ruthiemusker
Ruthie Musker
Linked Open Data Workshop
Berlin, Germany
September 27, 2017
Available Open Datasets in Agriculture
Technology and Production
Building a platform for
agricultural technology sharing?
Linking data?
Which datasets are currently open??
Findable
Accessible (Machine Readable)
Interoperable
Reusable
What does GODAN call “open data”?
Data FAIRport
● Global
● Production to Harvest
● Various Crop Varieties
● Various Production Systems
Boundaries
What is Agricultural Technology?
Machinery and buildings
Irrigation
Satellite technology
Fertilizers
Pesticides
Genetically Modified Organisms (GMOs)
Investments
Patents
Personal technology
Sources
Government 11
Industry 6
International Organization 6
University / Research Centre 5
UN Body 4
NGO 1
Agriculture Machinery
Number of datasets found: 4
Scale: Global, usually country level
Years: Various
Sample indicators and metrics
Emissions from Ag Machinery - Fuel use
Agricultural machinery, tractors per 100 sq. km of arable land
Agriculture machinery manufacturers
How FAIR? 3 are machine readable.
Irrigation
Number of datasets found: 4
Scale: Global, usually country level (one only US)
Years: Various
Sample indicators and metrics
Global Map of Irrigation Areas
Sprinkler and Micro Irrigated Area
How FAIR? 2 machine-readable, 2 are in text format
Investments and Patents
Number of datasets found: 5
Scale: Global
Years: Various
Sample indicators and metrics
National agricultural research expenditure data
National agricultural researchers
How FAIR? 4 are machine readable
Satellite Technology - Crops
Number of datasets found: 18
Scale: Global
Years: Various
Sample indicators and metrics
Production – crops
Area Harvested (ha)
Crop Calendar Dataset
Crop Yield Forecasting
Early Warning
Monitoring
How FAIR? 2 , others are not freely available or machine readable
Satellite Technology – Land use and climate
Number of datasets found: 5
Scale: Global
Years: Various
Sample indicators and metrics
NDVI Anomaly (Normalized Difference Vegetation Index, unitless)
Soil Moisture Anomaly: SMOS Level 2 soil moisture products
Evaporative stress index
Average surface air temperature
How FAIR? 5 machine readable
Personal Technology
(cell phones, access to internet)
Number of datasets found: 2
Scale: Global
Years: Various
Sample indicators and metrics
Mobile cellular subscriptions (per 100 people)
Internet users (per 100 people)
How FAIR? 2 are machine readable
Genetically Modified Organisms
Number of datasets found: 2
Scale: Global
Years: Various
Sample indicators and metrics
Approved GMO Database
How FAIR? none
Fertilizers and Pesticides
Number of datasets found: 5
Scale: Global
Years: Various
Sample indicators and metrics
Toxicity Forecasting
Fertilizers (production, trade, consumption)
Historical production, trade and consumption statistics
Fertilizer Tradeflow Map
Pesticide Maximum Residue Level (MRL)
How FAIR? 2, others are subscription based
Call for interoperability!
GODAN Action
Work Packages
• Standards
• Impact
• Capacity Building
Thematic Areas
• Weather data
• Nutrition data
• Land use data
GODAN envisions Global Data Ecosystem
• Finding business models that provide incentives
• Encouraging data standards
• Automating data collection
• Annotating datasets
• Building trust
• Ensuring sustainability
• Following the FAIR principles
• Using the data
Ruthie Musker
ruthie.musker@godan.info

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Available Open Datasets in Agriculture Technology and Production

  • 1. ruthie.musker@godan.info @ruthiemusker Ruthie Musker Linked Open Data Workshop Berlin, Germany September 27, 2017 Available Open Datasets in Agriculture Technology and Production
  • 2. Building a platform for agricultural technology sharing? Linking data? Which datasets are currently open??
  • 3. Findable Accessible (Machine Readable) Interoperable Reusable What does GODAN call “open data”? Data FAIRport
  • 4. ● Global ● Production to Harvest ● Various Crop Varieties ● Various Production Systems Boundaries
  • 5. What is Agricultural Technology? Machinery and buildings Irrigation Satellite technology Fertilizers Pesticides Genetically Modified Organisms (GMOs) Investments Patents Personal technology
  • 6. Sources Government 11 Industry 6 International Organization 6 University / Research Centre 5 UN Body 4 NGO 1
  • 7. Agriculture Machinery Number of datasets found: 4 Scale: Global, usually country level Years: Various Sample indicators and metrics Emissions from Ag Machinery - Fuel use Agricultural machinery, tractors per 100 sq. km of arable land Agriculture machinery manufacturers How FAIR? 3 are machine readable.
  • 8. Irrigation Number of datasets found: 4 Scale: Global, usually country level (one only US) Years: Various Sample indicators and metrics Global Map of Irrigation Areas Sprinkler and Micro Irrigated Area How FAIR? 2 machine-readable, 2 are in text format
  • 9. Investments and Patents Number of datasets found: 5 Scale: Global Years: Various Sample indicators and metrics National agricultural research expenditure data National agricultural researchers How FAIR? 4 are machine readable
  • 10. Satellite Technology - Crops Number of datasets found: 18 Scale: Global Years: Various Sample indicators and metrics Production – crops Area Harvested (ha) Crop Calendar Dataset Crop Yield Forecasting Early Warning Monitoring How FAIR? 2 , others are not freely available or machine readable
  • 11. Satellite Technology – Land use and climate Number of datasets found: 5 Scale: Global Years: Various Sample indicators and metrics NDVI Anomaly (Normalized Difference Vegetation Index, unitless) Soil Moisture Anomaly: SMOS Level 2 soil moisture products Evaporative stress index Average surface air temperature How FAIR? 5 machine readable
  • 12. Personal Technology (cell phones, access to internet) Number of datasets found: 2 Scale: Global Years: Various Sample indicators and metrics Mobile cellular subscriptions (per 100 people) Internet users (per 100 people) How FAIR? 2 are machine readable
  • 13. Genetically Modified Organisms Number of datasets found: 2 Scale: Global Years: Various Sample indicators and metrics Approved GMO Database How FAIR? none
  • 14. Fertilizers and Pesticides Number of datasets found: 5 Scale: Global Years: Various Sample indicators and metrics Toxicity Forecasting Fertilizers (production, trade, consumption) Historical production, trade and consumption statistics Fertilizer Tradeflow Map Pesticide Maximum Residue Level (MRL) How FAIR? 2, others are subscription based
  • 16. GODAN Action Work Packages • Standards • Impact • Capacity Building Thematic Areas • Weather data • Nutrition data • Land use data
  • 17. GODAN envisions Global Data Ecosystem • Finding business models that provide incentives • Encouraging data standards • Automating data collection • Annotating datasets • Building trust • Ensuring sustainability • Following the FAIR principles • Using the data