DATA MODEL FOR (PRECISION) AGRICULTURE BY EXTENDING THE INSPIRE FOR BUSINESS APPLICATIONS

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Šárka HORÁKOVÁ, WIRELESSINFO Karel CHARVÁT junior, WIRELESSINFO w w w. f o o d ie- p r o j e c t.

1 DATA MODEL FOR (PRECISION) AGRICULTURE BY EXTENDING THE INSPIRE FOR BUSINESS APPLICATIONS Tomáš ŘEZNÍK, Masaryk University/WIRELESSINFO Karel CHARVÁT, WIRELESSINFO Vojtěch LUKAS, Mendel University Šárka HORÁKOVÁ, WIRELESSINFO Karel CHARVÁT junior, WIRELESSINFO w w w. f o o d ie- p r o j e c t. eu Geospatial World Forum May 2015, Lisbon, Portugal CIP-ICT-PSP Pilot Type B Grant agreement no:

2 Used terminology Foodie means: A) A person who seeks new food experiences as a hobby rather than simply eating out of convenience or hunger. B) A project targeted to support Farm-Oriented Open Data In Europe. C) Cloud-based infrastructure that is being developed to support farmers in the EU. A), B) and C) are correct! Adopted from: 2

3 Contents 1. Motivations 2. Project background 3. Foodie data models in a nutshell 4. Implementation and further development 5. Conclusions 3

Motivations The agriculture sector is a unique sector due to its strategic importance around the world Different groups of stakeholders managing heterogeneous sources of

4 Motivations The agriculture sector is a unique sector due to its strategic importance around the world Different groups of stakeholders managing heterogeneous sources of information Base maps (topographic maps, cadaster, ortophoto, ) Aerial/satellite images LPIS data: direct subsidies to the farmer Field measurements Adopted from: 4

5 Project background The Foodie project addresses the previously mentioned issues Farm-Oriented Open Data in Europe , funded under the Competitiveness and innovation framework programme (CIP) 6 million, 3 million EU contribution 13 project partners 7 countries Austria Czech Republic Italy Latvia Poland Spain Turkey Adopted from: 5

WP1: Project Management Project background WP5:

Service platform integration and deployment in

modelling and synthesis WP2: Service platform

6 WP1: Project Management Project background WP5: Pilots preparation, execution and evaluation WP3: Service platform integration and deployment in cloud infrastructure WP4: Data analysis, modelling and synthesis WP2: Service platform specification WP6: Dissemination, exploitation and sustainability 6

7 Pilot studies Pilot 1: Precision Viticulture (Spain) Appropriate management of the inherent variability of crops to increase in economic benefits and a reduction of environmental impact Pilot 2: Open Data for Strategic and Tactical Planning (Czech Republic) Improving future management of agricultural companies (farms), introducing new tools and management methods the cost optimization path, reduction of environmental burden, improving the energy balance while maintaining the production level Pilot 3: Technology allows integration of logistics via service providers and farm management including traceability (Germany) Integrating the German machinery cooperatives systems with existing farm management and logistic systems as well as to develop and enlarge existing cooperation and business models with the different chain partners to create win-win situations for all of them with the help of IT solutions. 7

8 FOODIE Data Models Core Data Model Management zones Interventions Treatments 8

9 Core Data Model class Foodie Core Data Model v4.1 proposal Data Model compliant to: Directive 2007/2/EC (INSPIRE) ISO standards series Agricultural and Site +contains Activ ity Complex::Activ itycomplex Aquaculture Facilities Model::Holding + inspireid :Identifier + thematicid :ThematicIdentifier [] HoldingSites + activity :EconomicActivityNACEValue [] + function :Function [] + userid :CharacterString CropSpecies Alert + name :CharacterString [0..1] + begindate :Date + includesanimal :FarmAnimalSpecies [] + enddate :Date [0..1] [] «voidable, lifecycleinfo» + croparea :GM_Object HoldingPlots + cropspecies :CropType [] + checkedbyuser :Boolean + endlifespanversion :DateTime [0..1] +containsplot + production :ProductionType [] + alertdate :Date + alertgeometry :GM_Object +crop Plot ph OrganicMatter ProductionType + ph :Measure [] + organicmatter :Percent + productiondate :Date + variety :CharacterString + productionamount :Measure [] + productionanalysis :ProductionAnalysisType [] +HoldingPlot + origintype :OriginTypeValue ManagementZone +containszone [0..1] ZonePolygon ProductionAnalysisType Interv ention + area :Measure + productionanalysisdate :Date + property :Measure [] [0..1] + dateofanalysis :DateTime [] + status :CharacterString + creationdatetime :DateTime + interventionstart :DateTime FormOfTreatmentValue + interventionend :DateTime [0..1] SoilType + interventiongeometry :GM_Object [] SoilNutrients + soiltype :CharacterString [] + supervisor :CI_ResponsibleParty [0..1] + applicationmachine + nutrientname :GenericName + operator :CI_ResponsibleParty [] + aerial + nutrientamount :Measure + evidenceparty :CI_ResponsibleParty [] + nutrientmeasure :CharacterString SoilTexture + soiltexture :SoilTextureType [] ElectricConductiv ity Treatment TreatmentPurposeValue + electricconductivity :Measure [] + quantity :Measure [] + weed tractorid :CharacterString [] + pest + machineid :CharacterString [] + disease + motionspeed :Measure [0..1] TreatmentPlan + pressure :Measure [0..1] + flowadjustment :Measure [0..1] + treatmentplancode :CharacterString [] ProductPreparation + applicationwidth :Measure [0..1] [] + areadose :DoseUnit [0..1] + productquantity :Measure + formoftreatment :FormOfTreatmentValue [] + campaign :TM_Period [] + solventquantity :Measure [] SoilTextureType + treatmentpurpose :TreatmentPurposeValue [] + treatmentplancreation :DateTime + safetyperiod :TM_Period + treatmentdescription :CharacterString [0..1] [0..1] + clay :Percent + silt :Percent + sand :Percent Activ eingredients + code :CharacterString [0..1] + ingredientname :CharacterString + ingredientamount :Measure CropType NutrientsType Open and scalable FarmAnimalSpecies + livestock :LivestockSpeciesValue [] + aquaculture :AquacultureSpeciesValue [] OriginTypeValue ProductKindValue + organic + system + mineral Product + productcode :CharacterString [] + productname :CharacterString [] + producttype :CharacterString + productsubtype :CharacterString [] + productkind :ProductKindValue + manufacturer :CI_ResponsibleParty [] + nutrients :NutrientsType [] + safetyinstructions :CharacterString [0..1] + storagehandling :CharacterString [0..1] + registrationcode :CharacterString [] + registerurl :URL [] + name :CharacterString + scientificname :CharacterString + seedingadvice :CharacterString + harvestingadvice :CharacterString DoseUnit + minimumdose :Measure + maximumdose :Measure + N :Measure [0..1] + P2O5 :Measure [0..1] + K2O :Measure [0..1] + MgO :Measure [0..1] + CaO :Measure [0..1] + S :Measure [0..1] + Zn :Measure [0..1] + Cu :Measure [0..1] + Fe :Measure [0..1] + B :Measure [0..1] + Mn :Measure [0..1] + Mo :Measure [0..1] 9

Core Data Model class Foodie Core Data Model v4.1 proposal Holding attribute Value Identifier Function http://foodie-project.

10 Core Data Model class Foodie Core Data Model v4.1 proposal Holding attribute Value Identifier Function agriculture User identifier Name Tršická zemědělská, a.s. Valid From Begin Lifespan Agricultural and Site +contains Activ ity Complex::Activ itycomplex Aquaculture Facilities Model::Holding + inspireid :Identifier + thematicid :ThematicIdentifier [] HoldingSites + activity :EconomicActivityNACEValue [] + function :Function [] + userid :CharacterString CropSpecies Alert + name :CharacterString [0..1] + begindate :Date + includesanimal :FarmAnimalSpecies [] + enddate :Date [0..1] [] «voidable, lifecycleinfo» + croparea :GM_Object HoldingPlots + cropspecies :CropType [] + checkedbyuser :Boolean + endlifespanversion :DateTime [0..1] +containsplot + production :ProductionType [] + alertdate :Date + alertgeometry :GM_Object +crop Plot ph OrganicMatter ProductionType + ph :Measure [] + organicmatter :Percent + productiondate :Date + variety :CharacterString + productionamount :Measure [] + productionanalysis :ProductionAnalysisType [] +HoldingPlot + origintype :OriginTypeValue ManagementZone +containszone [0..1] ZonePolygon ProductionAnalysisType Interv ention + area :Measure + productionanalysisdate :Date + property :Measure [] [0..1] + dateofanalysis :DateTime [] + status :CharacterString + creationdatetime :DateTime + interventionstart :DateTime FormOfTreatmentValue + interventionend :DateTime [0..1] SoilType + interventiongeometry :GM_Object [] SoilNutrients + soiltype :CharacterString [] + supervisor :CI_ResponsibleParty [0..1] + applicationmachine + nutrientname :GenericName + operator :CI_ResponsibleParty [] + aerial + nutrientamount :Measure + evidenceparty :CI_ResponsibleParty [] + nutrientmeasure :CharacterString SoilTexture + soiltexture :SoilTextureType [] ElectricConductiv ity Treatment + electricconductivity :Measure [] + quantity :Measure [] tractorid :CharacterString [] + machineid :CharacterString [] + motionspeed :Measure [0..1] TreatmentPlan + pressure :Measure [0..1] + flowadjustment :Measure [0..1] + treatmentplancode :CharacterString [] ProductPreparation + applicationwidth :Measure [0..1] [] + areadose :DoseUnit [0..1] + productquantity :Measure + formoftreatment :FormOfTreatmentValue [] + campaign :TM_Period [] + solventquantity :Measure [] + treatmentpurpose :TreatmentPurposeValue [] + treatmentplancreation :DateTime + safetyperiod :TM_Period + treatmentdescription :CharacterString [0..1] [0..1] Activ eingredients + code :CharacterString [0..1] + ingredientname :CharacterString + ingredientamount :Measure CropType + name :CharacterString + scientificname :CharacterString Product + productcode :CharacterString [] FarmAnimalSpecies + productname :CharacterString [] + seedingadvice :CharacterString + producttype :CharacterString + harvestingadvice :CharacterString + productsubtype :CharacterString [] + livestock :LivestockSpeciesValue [] + productkind :ProductKindValue + aquaculture :AquacultureSpeciesValue [] + manufacturer :CI_ResponsibleParty [] + nutrients :NutrientsType [] DoseUnit ProductKindValue + safetyinstructions :CharacterString [0..1] OriginTypeValue + storagehandling :CharacterString [0..1] + minimumdose :Measure + organic + registrationcode :CharacterString [] + maximumdose :Measure + system + mineral + registerurl :URL [] TreatmentPurposeValue + weed + pest + disease SoilTextureType + clay :Percent + silt :Percent + sand :Percent NutrientsType + N :Measure [0..1] + P2O5 :Measure [0..1] + K2O :Measure [0..1] + MgO :Measure [0..1] + CaO :Measure [0..1] + S :Measure [0..1] + Zn :Measure [0..1] + Cu :Measure [0..1] + Fe :Measure [0..1] + B :Measure [0..1] + Mn :Measure [0..1] + Mo :Measure [0..1] 10

11 Core Data Model class Foodie Core Data Model v4.1 proposal Site attribute Identifier Activity (NACE code) Value Valid From Begin Lifespan Site + activity :EconomicActivityNACEValue [] + includesanimal :FarmAnimalSpecies [] HoldingPlots +containsplot Plot [] + origintype :OriginTypeValue Treatment + quantity :Measure [] + tractorid :CharacterString [] + machineid :CharacterString [] + motionspeed :Measure [0..1] + pressure :Measure [0..1] + flowadjustment :Measure [0..1] + applicationwidth :Measure [0..1] + areadose :DoseUnit [0..1] + formoftreatment :FormOfTreatmentValue [] + treatmentpurpose :TreatmentPurposeValue [] + treatmentdescription :CharacterString [0..1] FarmAnimalSpecies + livestock :LivestockSpeciesValue [] + aquaculture :AquacultureSpeciesValue [] OriginTypeValue + system Interv ention [0..1] + status :CharacterString + creationdatetime :DateTime + interventionstart :DateTime + interventionend :DateTime [0..1] + interventiongeometry :GM_Object [] + supervisor :CI_ResponsibleParty [0..1] + operator :CI_ResponsibleParty [] + evidenceparty :CI_ResponsibleParty [] A Growing of cereals (except rice), Activ eingredients leguminous crops and oil seeds + code :CharacterString [0..1] + ingredientname :CharacterString + ingredientamount :Measure ProductKindValue + organic + mineral +contains CropSpecies Agricultural and Aquaculture Facilities Model::Holding + begindate :Date + enddate :Date [0..1] + croparea :GM_Object + cropspecies :CropType [] + production :ProductionType [] +crop +HoldingPlot HoldingSites +containszone SoilType ph + ph :Measure [] + soiltype :CharacterString [] ManagementZone [0..1] [] + dateofanalysis :DateTime [] SoilTexture + soiltexture :SoilTextureType [] TreatmentPlan + treatmentplancode :CharacterString [] [] + campaign :TM_Period [] + treatmentplancreation :DateTime [0..1] Product + productcode :CharacterString [] + productname :CharacterString [] + producttype :CharacterString + productsubtype :CharacterString [] + productkind :ProductKindValue + manufacturer :CI_ResponsibleParty [] + nutrients :NutrientsType [] + safetyinstructions :CharacterString [0..1] + storagehandling :CharacterString [0..1] + registrationcode :CharacterString [] + registerurl :URL [] Alert [] + checkedbyuser :Boolean + alertdate :Date + alertgeometry :GM_Object OrganicMatter + organicmatter :Percent SoilNutrients + nutrientname :GenericName + nutrientamount :Measure + nutrientmeasure :CharacterString ElectricConductiv ity + electricconductivity :Measure [] Activ ity Complex::Activ itycomplex + inspireid :Identifier + thematicid :ThematicIdentifier [] + function :Function [] + userid :CharacterString + name :CharacterString [0..1] «voidable, lifecycleinfo» + endlifespanversion :DateTime [0..1] ProductionType + productiondate :Date + variety :CharacterString + productionamount :Measure + productionanalysis :ProductionAnalysisType [] ZonePolygon + area :Measure ProductPreparation + productquantity :Measure + solventquantity :Measure [] + safetyperiod :TM_Period CropType + name :CharacterString + scientificname :CharacterString + seedingadvice :CharacterString + harvestingadvice :CharacterString DoseUnit + minimumdose :Measure + maximumdose :Measure ProductionAnalysisType + productionanalysisdate :Date + property :Measure FormOfTreatmentValue + applicationmachine + aerial TreatmentPurposeValue + weed + pest + disease 11 SoilTextureType + clay :Percent + silt :Percent + sand :Percent NutrientsType + N :Measure [0..1] + P2O5 :Measure [0..1] + K2O :Measure [0..1] + MgO :Measure [0..1] + CaO :Measure [0..1] + S :Measure [0..1] + Zn :Measure [0..1] + Cu :Measure [0..1] + Fe :Measure [0..1] + B :Measure [0..1] + Mn :Measure [0..1] + Mo :Measure [0..1]

12 Core Data Model class Foodie Core Data Model v4.1 proposal Plot attribute Identifier Agricultural and Site +contains Activ ity Complex::Activ itycomplex Aquaculture Facilities Model::Holding + inspireid :Identifier + thematicid :ThematicIdentifier [] HoldingSites + activity :EconomicActivityNACEValue [] + function :Function [] + userid :CharacterString CropSpecies Alert + name :CharacterString [0..1] + begindate :Date + includesanimal :FarmAnimalSpecies [] + enddate :Date [0..1] [] «voidable, lifecycleinfo» + croparea :GM_Object HoldingPlots + cropspecies :CropType [] + checkedbyuser :Boolean + endlifespanversion :DateTime [0..1] +containsplot + production :ProductionType [] + alertdate :Date + alertgeometry :GM_Object +crop Plot ph OrganicMatter ProductionType + ph :Measure [] + organicmatter :Percent + productiondate :Date + variety :CharacterString + productionamount :Measure [] + productionanalysis :ProductionAnalysisType [] +HoldingPlot + origintype :OriginTypeValue ManagementZone +containszone [0..1] ZonePolygon ProductionAnalysisType Interv ention + area :Measure + productionanalysisdate :Date + property :Measure [] [0..1] + dateofanalysis :DateTime [] + status :CharacterString + creationdatetime :DateTime + interventionstart :DateTime FormOfTreatmentValue + interventionend :DateTime [0..1] SoilType + interventiongeometry :GM_Object [] SoilNutrients + soiltype :CharacterString [] + supervisor :CI_ResponsibleParty [0..1] + applicationmachine + nutrientname :GenericName + operator :CI_ResponsibleParty [] + aerial + nutrientamount :Measure + evidenceparty :CI_ResponsibleParty [] + nutrientmeasure :CharacterString SoilTexture + soiltexture :SoilTextureType [] ElectricConductiv ity Treatment + electricconductivity :Measure [] + quantity :Measure [] tractorid :CharacterString [] + machineid :CharacterString [] + motionspeed :Measure [0..1] TreatmentPlan + pressure :Measure [0..1] + flowadjustment :Measure [0..1] + treatmentplancode :CharacterString [] ProductPreparation + applicationwidth :Measure [0..1] [] + areadose :DoseUnit [0..1] + productquantity :Measure + formoftreatment :FormOfTreatmentValue [] + campaign :TM_Period [] + solventquantity :Measure [] + treatmentpurpose :TreatmentPurposeValue [] + treatmentplancreation :DateTime + safetyperiod :TM_Period + treatmentdescription :CharacterString [0..1] [0..1] FarmAnimalSpecies + livestock :LivestockSpeciesValue [] + aquaculture :AquacultureSpeciesValue [] OriginTypeValue + system Value Valid from Origin type Crop species Activ eingredients manual + code :CharacterString [0..1] + ingredientname :CharacterString + ingredientamount :Measure wheat ProductKindValue + organic + mineral CropType + name :CharacterString + scientificname :CharacterString Product + productcode :CharacterString [] + productname :CharacterString [] + seedingadvice :CharacterString + producttype :CharacterString + harvestingadvice :CharacterString + productsubtype :CharacterString [] + productkind :ProductKindValue + manufacturer :CI_ResponsibleParty [] + nutrients :NutrientsType [] DoseUnit + safetyinstructions :CharacterString [0..1] + storagehandling :CharacterString [0..1] + minimumdose :Measure + registrationcode :CharacterString [] + maximumdose :Measure + registerurl :URL [] TreatmentPurposeValue + weed + pest + disease SoilTextureType + clay :Percent + silt :Percent + sand :Percent NutrientsType + N :Measure [0..1] + P2O5 :Measure [0..1] + K2O :Measure [0..1] + MgO :Measure [0..1] + CaO :Measure [0..1] + S :Measure [0..1] + Zn :Measure [0..1] + Cu :Measure [0..1] + Fe :Measure [0..1] + B :Measure [0..1] + Mn :Measure [0..1] + Mo :Measure [0..1] 12

13 Core Data Model class Foodie Core Data Model v4.1 proposal Agricultural and Site +contains Activ ity Complex::Activ itycomplex Aquaculture Facilities Model::Holding + inspireid :Identifier + thematicid :ThematicIdentifier [] HoldingSites + activity :EconomicActivityNACEValue [] + function :Function [] + userid :CharacterString CropSpecies Alert + name :CharacterString [0..1] + begindate :Date + includesanimal :FarmAnimalSpecies [] + enddate :Date [0..1] [] «voidable, lifecycleinfo» + croparea :GM_Object HoldingPlots + cropspecies :CropType [] + checkedbyuser :Boolean + endlifespanversion :DateTime [0..1] +containsplot + production :ProductionType [] + alertdate :Date + alertgeometry :GM_Object +crop Plot ph OrganicMatter ProductionType + ph :Measure [] + organicmatter :Percent + productiondate :Date + variety :CharacterString + productionamount :Measure [] + productionanalysis :ProductionAnalysisType [] +HoldingPlot + origintype :OriginTypeValue ManagementZone +containszone [0..1] ZonePolygon ProductionAnalysisType Interv ention + area :Measure + productionanalysisdate :Date + property :Measure [] [0..1] + dateofanalysis :DateTime [] + status :CharacterString + creationdatetime :DateTime + interventionstart :DateTime FormOfTreatmentValue + interventionend :DateTime [0..1] SoilType + interventiongeometry :GM_Object [] SoilNutrients + soiltype :CharacterString [] + supervisor :CI_ResponsibleParty [0..1] + applicationmachine + nutrientname :GenericName + operator :CI_ResponsibleParty [] + aerial + nutrientamount :Measure + evidenceparty :CI_ResponsibleParty [] + nutrientmeasure :CharacterString SoilTexture Treatment Intervention attribute Type Status + quantity :Measure [] + tractorid :CharacterString [] + machineid :CharacterString [] + motionspeed :Measure [0..1] + pressure :Measure [0..1] + flowadjustment :Measure [0..1] + applicationwidth :Measure [0..1] + areadose :DoseUnit [0..1] + formoftreatment :FormOfTreatmentValue [] + treatmentpurpose :TreatmentPurposeValue [] + treatmentdescription :CharacterString [0..1] Value tillage + soiltexture :SoilTextureType [] ElectricConductiv ity ongoing TreatmentPlan + treatmentplancode :CharacterString [] [] + campaign :TM_Period [] + treatmentplancreation :DateTime [0..1] Activ eingredients + code :CharacterString [0..1] Intervention start + ingredientname :CharacterString ingredientamount :Measure + electricconductivity :Measure [] ProductPreparation + productquantity :Measure + solventquantity :Measure [] + safetyperiod :TM_Period CropType TreatmentPurposeValue + weed + pest + disease SoilTextureType + clay :Percent + silt :Percent + sand :Percent NutrientsType + name :CharacterString + N :Measure [0..1] + scientificname :CharacterString + P2O5 :Measure [0..1] Product + K2O :Measure [0..1] Supervisor + MgO :Measure [0..1] John First, + productcode senior :CharacterString [] manager, phone CaO :Measure [0..1] FarmAnimalSpecies + productname :CharacterString [] + seedingadvice :CharacterString + producttype :CharacterString + harvestingadvice :CharacterString + S :Measure [0..1] + Zn :Measure [0..1] + productsubtype :CharacterString [] + livestock :LivestockSpeciesValue [] + productkind :ProductKindValue + Cu :Measure [0..1] + aquaculture :AquacultureSpeciesValue [] + Fe :Measure [0..1] + manufacturer :CI_ResponsibleParty [] + B :Measure [0..1] + nutrients :NutrientsType [] + Mn :Measure [0..1] DoseUnit + safetyinstructions :CharacterString [0..1] + Mo :Measure [0..1] OriginTypeValue ProductKindValue + storagehandling :CharacterString [0..1] + minimumdose :Measure + organic + registrationcode :CharacterString [] + maximumdose :Measure + system + mineral + registerurl :URL [] 13

14 Core Data Model Treatment attribute Value class Foodie Core Data Model v4.1 proposal Intervention type Status herbicide application Agricultural and Site +contains Activ ity Complex::Activ itycomplex Aquaculture Facilities Model::Holding + inspireid :Identifier + thematicid :ThematicIdentifier [] HoldingSites + activity :EconomicActivityNACEValue [] ongoing + function :Function [] + userid :CharacterString CropSpecies Alert + name :CharacterString [0..1] + begindate :Date + includesanimal :FarmAnimalSpecies [] + enddate :Date [0..1] [] «voidable, lifecycleinfo» + croparea :GM_Object HoldingPlots + cropspecies :CropType [] + checkedbyuser :Boolean + endlifespanversion :DateTime [0..1] +containsplot + production :ProductionType [] + alertdate :Date + alertgeometry :GM_Object +crop Plot ph OrganicMatter ProductionType 70 litres + ph :Measure [] + organicmatter :Percent + productiondate :Date + variety :CharacterString + productionamount :Measure [] + productionanalysis :ProductionAnalysisType [] +HoldingPlot + origintype :OriginTypeValue 25 meters ManagementZone +containszone [0..1] ZonePolygon ProductionAnalysisType Interv ention Application machine + area :Measure + productionanalysisdate :Date + property :Measure [] [0..1] + dateofanalysis :DateTime [] + status :CharacterString Roundup + creationdatetime :DateTime + interventionstart :DateTime FormOfTreatmentValue + interventionend :DateTime [0..1] SoilType + interventiongeometry :GM_Object [] SoilNutrients + soiltype :CharacterString [] + supervisor :CI_ResponsibleParty [0..1] + applicationmachine + nutrientname :GenericName + operator :CI_ResponsibleParty [] + aerial + nutrientamount :Measure + evidenceparty :CI_ResponsibleParty [] + nutrientmeasure :CharacterString SoilTexture + soiltexture :SoilTextureType [] ElectricConductiv ity Treatment TreatmentPurposeValue + electricconductivity :Measure [] + quantity :Measure [] + weed tractorid :CharacterString [] + pest + machineid :CharacterString [] + disease + motionspeed :Measure [0..1] TreatmentPlan + pressure :Measure [0..1] + flowadjustment :Measure [0..1] + treatmentplancode :CharacterString [] ProductPreparation + applicationwidth :Measure [0..1] [] + areadose :DoseUnit [0..1] + productquantity :Measure + formoftreatment :FormOfTreatmentValue [] + campaign :TM_Period [] + solventquantity :Measure [] SoilTextureType + treatmentpurpose :TreatmentPurposeValue [] + treatmentplancreation :DateTime + safetyperiod :TM_Period + treatmentdescription :CharacterString [0..1] [0..1] + clay :Percent + silt :Percent + sand :Percent Intervention start Supervisor John First, senior manager, phone 7435 Treatment quantity Application width Form of treatment Product Activ eingredients + code :CharacterString [0..1] + ingredientname :CharacterString + ingredientamount :Measure CropType NutrientsType FarmAnimalSpecies + livestock :LivestockSpeciesValue [] + aquaculture :AquacultureSpeciesValue [] OriginTypeValue ProductKindValue + organic + system + mineral Product + productcode :CharacterString [] + productname :CharacterString [] + producttype :CharacterString + productsubtype :CharacterString [] + productkind :ProductKindValue + manufacturer :CI_ResponsibleParty [] + nutrients :NutrientsType [] + safetyinstructions :CharacterString [0..1] + storagehandling :CharacterString [0..1] + registrationcode :CharacterString [] + registerurl :URL [] + name :CharacterString + scientificname :CharacterString + seedingadvice :CharacterString + harvestingadvice :CharacterString DoseUnit + minimumdose :Measure + maximumdose :Measure + N :Measure [0..1] + P2O5 :Measure [0..1] + K2O :Measure [0..1] + MgO :Measure [0..1] + CaO :Measure [0..1] + S :Measure [0..1] + Zn :Measure [0..1] + Cu :Measure [0..1] + Fe :Measure [0..1] + B :Measure [0..1] + Mn :Measure [0..1] + Mo :Measure [0..1] 14

15 Core Data Model Product attribute Value Product code Product name Product type Manufacturer Register URL Safety instructions Roundup herbicide MONSANTO Treatment attribute class Foodie Core Data Model v4.1 proposal Intervention type Agricultural and Site +contains Aquaculture Facilities Model::Holding HoldingSites Status + activity :EconomicActivityNACEValue [] ongoing CropSpecies Intervention start begindate :Date + includesanimal :FarmAnimalSpecies [] + enddate :Date [0..1] + croparea :GM_Object HoldingPlots + cropspecies :CropType [] +containsplot + production :ProductionType [] Plot [] + origintype :OriginTypeValue Treatment + quantity :Measure [] + tractorid :CharacterString [] + machineid :CharacterString [] + motionspeed :Measure [0..1] + pressure :Measure [0..1] + flowadjustment :Measure [0..1] + applicationwidth :Measure [0..1] + areadose :DoseUnit [0..1] + formoftreatment :FormOfTreatmentValue [] + treatmentpurpose :TreatmentPurposeValue [] + treatmentdescription :CharacterString [0..1] FarmAnimalSpecies + livestock :LivestockSpeciesValue [] + aquaculture :AquacultureSpeciesValue [] + system Interv ention [0..1] + status :CharacterString + creationdatetime :DateTime + interventionstart :DateTime + interventionend :DateTime [0..1] + interventiongeometry :GM_Object [] + supervisor :CI_ResponsibleParty [0..1] + operator :CI_ResponsibleParty [] + evidenceparty :CI_ResponsibleParty [] Activ eingredients + code :CharacterString [0..1] + ingredientname :CharacterString + ingredientamount :Measure Eye contact: may cause may cause pain, ProductKindValue + organic + mineral Value herbicide application +HoldingPlot +containszone SoilType ph + ph :Measure [] + soiltype :CharacterString [] ManagementZone [0..1] [] + dateofanalysis :DateTime [] SoilTexture + soiltexture :SoilTextureType [] TreatmentPlan + treatmentplancode :CharacterString [] [] + campaign :TM_Period [] + treatmentplancreation :DateTime [0..1] Product + productcode :CharacterString [] + productname :CharacterString [] + producttype :CharacterString + productsubtype :CharacterString [] + productkind :ProductKindValue + manufacturer :CI_ResponsibleParty [] + nutrients :NutrientsType [] + safetyinstructions :CharacterString [0..1] + storagehandling :CharacterString [0..1] + registrationcode :CharacterString [] + registerurl :URL [] Alert [] + checkedbyuser :Boolean + alertdate :Date + alertgeometry :GM_Object OrganicMatter + organicmatter :Percent SoilNutrients + nutrientname :GenericName + nutrientamount :Measure + nutrientmeasure :CharacterString ElectricConductiv ity + electricconductivity :Measure [] Activ ity Complex::Activ itycomplex + inspireid :Identifier + thematicid :ThematicIdentifier [] + function :Function [] + userid :CharacterString + name :CharacterString [0..1] «voidable, lifecycleinfo» + endlifespanversion :DateTime [0..1] Supervisor John First, senior manager, phone 7435 Treatment quantity Application width Form of treatment Product redness and tearing based on toxicity studies. OriginTypeValue +crop 70 litres 25 meters Application machine Roundup ProductionType + productiondate :Date + variety :CharacterString + productionamount :Measure + productionanalysis :ProductionAnalysisType [] ZonePolygon + area :Measure ProductPreparation + productquantity :Measure + solventquantity :Measure [] + safetyperiod :TM_Period CropType + name :CharacterString + scientificname :CharacterString + seedingadvice :CharacterString + harvestingadvice :CharacterString DoseUnit + minimumdose :Measure + maximumdose :Measure ProductionAnalysisType + productionanalysisdate :Date + property :Measure FormOfTreatmentValue + applicationmachine + aerial TreatmentPurposeValue + weed + pest + disease 15 SoilTextureType + clay :Percent + silt :Percent + sand :Percent NutrientsType + N :Measure [0..1] + P2O5 :Measure [0..1] + K2O :Measure [0..1] + MgO :Measure [0..1] + CaO :Measure [0..1] + S :Measure [0..1] + Zn :Measure [0..1] + Cu :Measure [0..1] + Fe :Measure [0..1] + B :Measure [0..1] + Mn :Measure [0..1] + Mo :Measure [0..1]

16 Core Data Model class Foodie Core Data Model v4.1 proposal Agricultural and Site +contains Activ ity Complex::Activ itycomplex Aquaculture Facilities Model::Holding + inspireid :Identifier + thematicid :ThematicIdentifier [] HoldingSites + activity :EconomicActivityNACEValue [] + function :Function [] + userid :CharacterString CropSpecies Alert + name :CharacterString [0..1] + begindate :Date + includesanimal :FarmAnimalSpecies [] + enddate :Date [0..1] [] «voidable, lifecycleinfo» + croparea :GM_Object HoldingPlots + cropspecies :CropType [] + checkedbyuser :Boolean + endlifespanversion :DateTime [0..1] +containsplot + production :ProductionType [] + alertdate :Date + alertgeometry :GM_Object +crop Plot ph OrganicMatter ProductionType + ph :Measure [] + organicmatter :Percent + productiondate :Date + variety :CharacterString + productionamount :Measure [] + productionanalysis :ProductionAnalysisType [] +HoldingPlot + origintype :OriginTypeValue ManagementZone +containszone [0..1] ZonePolygon ProductionAnalysisType Interv ention + area :Measure + productionanalysisdate :Date + property :Measure [] [0..1] + dateofanalysis :DateTime [] + status :CharacterString + creationdatetime :DateTime + interventionstart :DateTime FormOfTreatmentValue + interventionend :DateTime [0..1] SoilType + interventiongeometry :GM_Object [] SoilNutrients + soiltype :CharacterString [] + supervisor :CI_ResponsibleParty [0..1] + applicationmachine + nutrientname :GenericName + operator :CI_ResponsibleParty [] + aerial + nutrientamount :Measure + evidenceparty :CI_ResponsibleParty [] + nutrientmeasure :CharacterString SoilTexture + soiltexture :SoilTextureType [] ElectricConductiv ity Treatment TreatmentPurposeValue + electricconductivity :Measure [] + quantity :Measure [] + weed tractorid :CharacterString [] + pest + machineid :CharacterString [] + disease + motionspeed :Measure [0..1] TreatmentPlan + pressure :Measure [0..1] + flowadjustment :Measure [0..1] + treatmentplancode :CharacterString [] ProductPreparation + applicationwidth :Measure [0..1] [] + areadose :DoseUnit [0..1] + productquantity :Measure + formoftreatment :FormOfTreatmentValue [] + campaign :TM_Period [] + solventquantity :Measure [] SoilTextureType + treatmentpurpose :TreatmentPurposeValue [] + treatmentplancreation :DateTime + safetyperiod :TM_Period + treatmentdescription :CharacterString [0..1] [0..1] + clay :Percent + silt :Percent + sand :Percent Activ eingredients + code :CharacterString [0..1] + ingredientname :CharacterString + ingredientamount :Measure CropType NutrientsType FarmAnimalSpecies + livestock :LivestockSpeciesValue [] + aquaculture :AquacultureSpeciesValue [] OriginTypeValue ProductKindValue + organic + system + mineral Product + productcode :CharacterString [] + productname :CharacterString [] + producttype :CharacterString + productsubtype :CharacterString [] + productkind :ProductKindValue + manufacturer :CI_ResponsibleParty [] + nutrients :NutrientsType [] + safetyinstructions :CharacterString [0..1] + storagehandling :CharacterString [0..1] + registrationcode :CharacterString [] + registerurl :URL [] + name :CharacterString + scientificname :CharacterString + seedingadvice :CharacterString + harvestingadvice :CharacterString DoseUnit + minimumdose :Measure + maximumdose :Measure + N :Measure [0..1] + P2O5 :Measure [0..1] + K2O :Measure [0..1] + MgO :Measure [0..1] + CaO :Measure [0..1] + S :Measure [0..1] + Zn :Measure [0..1] + Cu :Measure [0..1] + Fe :Measure [0..1] + B :Measure [0..1] + Mn :Measure [0..1] + Mo :Measure [0..1] 16

FOODIE Data Models Core Data Model Management zones Interventions Treatments Sensor Data Model ISO 19156 O&M also VGI <om:result> <swe:dataarray> <swe:elementcount> <swe:count>

17 FOODIE Data Models Core Data Model Management zones Interventions Treatments Sensor Data Model ISO O&M also VGI <om:result> <swe:dataarray> <swe:elementcount> <swe:count> <swe:value>5</swe:value> </swe:count> </swe:elementcount> <swe:elementtype name="components"> <swe:datarecord> <swe:field name="time"> <swe:time definition=" gtime"> <swe:uom xlink:href=" 8601/0/Gregorian"/> </swe:time> </swe:field> <swe:field name="feature"> <swe:text definition="urn:ogc:data:feature"/> </swe:field> <swe:field name="temperature"> <swe:quantity definition="urn:ogc:def:phenomenon:tom:temperature"> <swe:uom code=" C"/> </swe:quantity> </swe:field> <swe:field name="latitude"> <swe:quantity definition="urn:ogc:def:latitude"> <swe:uom code="decimaldegrees"/> </swe:quantity> </swe:field> <swe:field name="longitude"> <swe:quantity definition="urn:ogc:def:longitude"> <swe:uom code="decimaldegrees"/> </swe:quantity> </swe:field> </swe:datarecord> </swe:elementtype> <swe:encoding> <swe:textencoding decimalseparator="." tokenseparator="," </swe:encoding> <swe:values> T20:00: ,urn:ogc:object:feature:tom:foi0792,22.87, </swe:dataarray> </om:result> 17

18 FOODIE Data Models Core Data Model Management zones Interventions Treatments Sensor Data Model ISO O&M also VGI Road segment attributes Identifier, e.g. National code, e.g. 43 Road width, e.g. 5 meters Maximum height, e.g. 2.1 meters Maximum weight, e.g. 2 tons Speed limit, e.g. 20 km h -1 Surface category, e.g. asphalt, unpaved, HAZMAT limitation, i.e. flammable/explosive/corrosive/toxic/oxidizing Transport Data Model OSM for navigation vertex vertex vertex 18

FOODIE Data Models Core Data Model Management zones Interventions Treatments Sensor Data Model ISO 19156 O&M also VGI Road segment attributes Identifier, e.g. http://foodie-project.

19 FOODIE Data Models Core Data Model Management zones Interventions Treatments Sensor Data Model ISO O&M also VGI Road segment attributes Identifier, e.g. National code, e.g. 43 Road width, e.g. 5 meters Maximum height, e.g. 2.1 meters Maximum weight, e.g. 2 tons Speed limit, e.g. 20 km h -1 Surface category, e.g. asphalt, unpaved, HAZMAT limitation, i.e. flammable/explosive/corrosive/toxic/oxidizing Transport Data Model OSM for navigation vertex vertex vertex 19

20 Implementation and further development Development based on open source PostgreSQL with PostGIS PostgreSQL XL with OpenStack as a cloud solution Freely available SQL script for setting up the database schema at the end of the project FOODIE platform is a part of the GEOSS Architecture Implementation Pilot Phase 8 Agriculture and water pollution monitoring Developed open and lightweight APIs Connection to cadaster, LPIS etc. More on Friday s workshop 20

21 Conclusions (1/2) Difference between other systems? Foodie platform offers a complex set of tasks Telematics to/from the field Fleet management Reduction of environmental impacts Improving the energy balance Openness and cloud computing INSPIRE, COPERNICUS and/or GODAN may be integrated as a part of the Foodie hub Respecting standards for geographic information Open Geospatial Consortium s (OGC) Web Map Service (WMS), Web Feature Service (WFS), Catalogue Service for Web (CSW), RESTful APIs Customizable and scalable 21

22 Conclusions (2/2) Data model achievements Extended data models of three INSPIRE spatial data themes Agriculture and aquaculture facilities (AF) Transport Networks (TN) Environmental Monitoring Facilities (EF) Negotiations with the standardization bodies Open Geospatial Consortium (Agriculture Domain Working Group) Joint Research Centre of the European Commission Similarity to other systems? Farmers usually distrust the companies aggregating (big) data 22

23 THANK YOU FOR YOUR INTEREST AND LOOKING FORWARD TO SEE YOU AT THE FRIDAY S WORKSHOP ( hrs)

PUBLICATION OF INSPIRE-BASED AGRICULTURAL LINKED DATA

This project has received funding from the European Union s Horizon 2020 research and innovation programme under grant agreement No 732064 This project is part of BDV PPP PUBLICATION OF INSPIRE-BASED AGRICULTURAL