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1www.foodie-project.eu
 From FOODIE towards DataBio
Karel CHARVÁT, Tomáš ŘEZNÍK, Raul Palma, Vojtech Lukas
STILL A POORER FARMER
FEBRUARY 28 2018IOF2020 PARTNER AND STAKEHOLDER EVENTS 2
??????
3www.foodie-project.eu
FOODIE Data Models
Machinery fleet monitoring Management zones
Fertilizers/pesticides informationSensor measurements
Obrázky převzaty z: http://gillinstruments.com, http://wisegeek.com, http://www.dbta.com/
4www.foodie-project.eu
FOODIE Data Models
Core Data Model
VGI Data Model
Transport Data Model
Sensor Data Model
5www.foodie-project.eu
Core Data Model
 Platform independent
 Based on more than 15 years of
research as well as commercial
activities
• economic and environmental
data
 Compliant to
• ISO 19100 series standards
• CAP IACS (Common Agricultural
Policy Integrated
Administration and Control
System)
• INSPIRE legislation (2007/2/ES)
• GEOSS AIP-8
 UML (EA, XMI,…) and SQL
(PostgreSQL)
6www.foodie-project.eu
Core Data Model
class Foodie Core Data Model v4.1 proposal
«featureType»
Agricultural and
Aquaculture Facilities
Model::Holding
«featureType»
Agricultural and Aquaculture Facilities Model::
Site
+ code :Identifier
+ geometry :GM_Object
+ activity :EconomicActivityNACEValue [1..*]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifespanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
«voidable»
+ includesAnimal :FarmAnimalSpecies [0..*]
«dataType»
Agricultural and Aquaculture Facilities Model::
FarmAnimalSpecies
«voidable»
+ livestock :LivestockSpeciesValue [0..*]
+ aquaculture :AquacultureSpeciesValue [0..*]
«featureType»
Activity Complex::ActivityComplex
+ inspireId :Identifier
+ thematicId :ThematicIdentifier [0..*]
+ geometry :GM_Object
+ function :Function [1..*]
+ userId :CharacterString
«voidable»
+ name :CharacterString [0..1]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
«voidable, lifeCycleInfo»
+ beginLifespanVersion :DateTime
+ endLifespanVersion :DateTime [0..1]
«featureType»
Plot
+ code :Identifier
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ description :CharacterString [0..1]
+ originType :OriginTypeValue
«featureType»
Treatment
+ quantity :Measure [1..*]
+ tractorId :CharacterString [0..*]
+ machineId :CharacterString [0..*]
+ motionSpeed :Measure [0..1]
+ pressure :Measure [0..1]
+ flowAdjustment :Measure [0..1]
+ applicationWidth :Measure [0..1]
+ areaDose :DoseUnit [0..1]
+ formOfTreatment :FormOfTreatmentValue [1..*]
+ treatmentPurpose :TreatmentPurposeValue [0..*]
+ treatmentDescription :CharacterString [0..1]
«dataType»
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]
«codeList»
TreatmentPurposeValue
+ weed
+ pest
+ disease
«featureType»
CropSpecies
+ beginDate :Date
+ endDate :Date [0..1]
+ cropArea :GM_Object
+ cropSpecies :CropType [1..*]
+ production :ProductionType [0..*]
«featureType»
Product
+ productCode :CharacterString [0..*]
+ productName :CharacterString [1..*]
+ productType :CharacterString
+ productSubType :CharacterString [0..*]
+ productKind :ProductKindValue
+ description :CharacterString [0..1]
+ manufacturer :CI_ResponsibleParty [1..*]
+ nutrients :NutrientsType [0..*]
+ safetyInstructions :CharacterString [0..1]
+ storageHandling :CharacterString [0..1]
+ registrationCode :CharacterString [0..*]
+ registerUrl :URL [0..*]
«featureType»
SoilNutrients
+ nutrientName :GenericName
+ nutrientAmount :Measure
+ nutrientMeasure :CharacterString
«codeList»
ProductKindValue
+ organic
+ mineral
«dataType»
SoilTextureType
+ clay :Percent
+ silt :Percent
+ sand :Percent
«dataType»
ProductionType
+ productionDate :Date
+ variety :CharacterString
+ productionAmount :Measure
+ productionAnalysis :ProductionAnalysisType [0..*]
«dataType»
ProductionAnalysisType
+ productionAnalysisDate :Date
+ property :Measure
«codeList»
OriginTypeValue
+ manual
+ system
«featureType»
Alert
+ code :Identifier
+ type :CharacterString [1..*]
+ description :CharacterString [0..1]
+ checkedByUser :Boolean
+ alertDate :Date
+ alertGeometry :GM_Object
«featureType»
Intervention
+ type :CharacterString
+ description :CharacterString
+ notes :CharacterString [0..1]
+ status :CharacterString
+ creationDateTime :DateTime
+ interventionStart :DateTime
+ interventionEnd :DateTime [0..1]
+ interventionGeometry :GM_Object [1..*]
+ supervisor :CI_ResponsibleParty [0..1]
+ operator :CI_ResponsibleParty [0..*]
+ evidenceParty :CI_ResponsibleParty [1..*]
«featureType»
TreatmentPlan
+ treatmentPlanCode :CharacterString [0..*]
+ description :CharacterString [1..*]
+ type :CharacterString
+ campaign :TM_Period [1..*]
+ treatmentPlanCreation :DateTime
+ notes :CharacterString [0..1]
«featureType»
ProductPreparation
+ productQuantity :Measure
+ solventQuantity :Measure [0..*]
+ safetyPeriod :TM_Period
«dataType»
ActiveIngredients
+ code :CharacterString [0..1]
+ ingredientName :CharacterString
+ ingredientAmount :Measure
«codeList»
DoseUnit
+ minimumDose :Measure
+ maximumDose :Measure
«codeList»
FormOfTreatmentValue
+ manual
+ applicationMachine
+ aerial
«featureType»
ManagementZone
+ code :Identifier
+ validFrom :DateTime [0..1]
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ notes :CharacterString
+ dateOfAnalysis :DateTime [0..*]
«featureType»
SoilType
+ soilType :CharacterString [1..*]
«featureType»
SoilTexture
+ soilTexture :SoilTextureType [1..*]
«featureType»
pH
+ pH :Measure [1..*]
«featureType»
OrganicMatter
+ organicMatter :Percent
«featureType»
ElectricConductivity
+ electricConductivity :Measure [1..*]
«featureType»
ZonePolygon
+ area :Measure
«dataType»
CropType
+ name :CharacterString
+ scientificName :CharacterString
+ description :CharacterString
+ notes :CharacterString
+ seedingAdvice :CharacterString
+ harvestingAdvice :CharacterString
0..*
1..*
+contains
1..*
HoldingSites
1..*
0..*
+containsZone
0..*
+HoldingPlot
0..*
+containsPlot 1..*
HoldingPlots
0..*
0..1 0..1
0..*
0..*
+crop 0..*
Holding attribute Value
Identifier http://foodie-project.eu/CZ/MJM/Trsicka
Function agriculture
User identifier 47674814
Name Tršická zemědělská, a.s.
Valid From 1993-12-13
Begin Lifespan 2015-03-11
7www.foodie-project.eu
Core Data Model
class Foodie Core Data Model v4.1 proposal
«featureType»
Agricultural and
Aquaculture Facilities
Model::Holding
«featureType»
Agricultural and Aquaculture Facilities Model::
Site
+ code :Identifier
+ geometry :GM_Object
+ activity :EconomicActivityNACEValue [1..*]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifespanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
«voidable»
+ includesAnimal :FarmAnimalSpecies [0..*]
«dataType»
Agricultural and Aquaculture Facilities Model::
FarmAnimalSpecies
«voidable»
+ livestock :LivestockSpeciesValue [0..*]
+ aquaculture :AquacultureSpeciesValue [0..*]
«featureType»
Activity Complex::ActivityComplex
+ inspireId :Identifier
+ thematicId :ThematicIdentifier [0..*]
+ geometry :GM_Object
+ function :Function [1..*]
+ userId :CharacterString
«voidable»
+ name :CharacterString [0..1]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
«voidable, lifeCycleInfo»
+ beginLifespanVersion :DateTime
+ endLifespanVersion :DateTime [0..1]
«featureType»
Plot
+ code :Identifier
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ description :CharacterString [0..1]
+ originType :OriginTypeValue
«featureType»
Treatment
+ quantity :Measure [1..*]
+ tractorId :CharacterString [0..*]
+ machineId :CharacterString [0..*]
+ motionSpeed :Measure [0..1]
+ pressure :Measure [0..1]
+ flowAdjustment :Measure [0..1]
+ applicationWidth :Measure [0..1]
+ areaDose :DoseUnit [0..1]
+ formOfTreatment :FormOfTreatmentValue [1..*]
+ treatmentPurpose :TreatmentPurposeValue [0..*]
+ treatmentDescription :CharacterString [0..1]
«dataType»
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]
«codeList»
TreatmentPurposeValue
+ weed
+ pest
+ disease
«featureType»
CropSpecies
+ beginDate :Date
+ endDate :Date [0..1]
+ cropArea :GM_Object
+ cropSpecies :CropType [1..*]
+ production :ProductionType [0..*]
«featureType»
Product
+ productCode :CharacterString [0..*]
+ productName :CharacterString [1..*]
+ productType :CharacterString
+ productSubType :CharacterString [0..*]
+ productKind :ProductKindValue
+ description :CharacterString [0..1]
+ manufacturer :CI_ResponsibleParty [1..*]
+ nutrients :NutrientsType [0..*]
+ safetyInstructions :CharacterString [0..1]
+ storageHandling :CharacterString [0..1]
+ registrationCode :CharacterString [0..*]
+ registerUrl :URL [0..*]
«featureType»
SoilNutrients
+ nutrientName :GenericName
+ nutrientAmount :Measure
+ nutrientMeasure :CharacterString
«codeList»
ProductKindValue
+ organic
+ mineral
«dataType»
SoilTextureType
+ clay :Percent
+ silt :Percent
+ sand :Percent
«dataType»
ProductionType
+ productionDate :Date
+ variety :CharacterString
+ productionAmount :Measure
+ productionAnalysis :ProductionAnalysisType [0..*]
«dataType»
ProductionAnalysisType
+ productionAnalysisDate :Date
+ property :Measure
«codeList»
OriginTypeValue
+ manual
+ system
«featureType»
Alert
+ code :Identifier
+ type :CharacterString [1..*]
+ description :CharacterString [0..1]
+ checkedByUser :Boolean
+ alertDate :Date
+ alertGeometry :GM_Object
«featureType»
Intervention
+ type :CharacterString
+ description :CharacterString
+ notes :CharacterString [0..1]
+ status :CharacterString
+ creationDateTime :DateTime
+ interventionStart :DateTime
+ interventionEnd :DateTime [0..1]
+ interventionGeometry :GM_Object [1..*]
+ supervisor :CI_ResponsibleParty [0..1]
+ operator :CI_ResponsibleParty [0..*]
+ evidenceParty :CI_ResponsibleParty [1..*]
«featureType»
TreatmentPlan
+ treatmentPlanCode :CharacterString [0..*]
+ description :CharacterString [1..*]
+ type :CharacterString
+ campaign :TM_Period [1..*]
+ treatmentPlanCreation :DateTime
+ notes :CharacterString [0..1]
«featureType»
ProductPreparation
+ productQuantity :Measure
+ solventQuantity :Measure [0..*]
+ safetyPeriod :TM_Period
«dataType»
ActiveIngredients
+ code :CharacterString [0..1]
+ ingredientName :CharacterString
+ ingredientAmount :Measure
«codeList»
DoseUnit
+ minimumDose :Measure
+ maximumDose :Measure
«codeList»
FormOfTreatmentValue
+ manual
+ applicationMachine
+ aerial
«featureType»
ManagementZone
+ code :Identifier
+ validFrom :DateTime [0..1]
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ notes :CharacterString
+ dateOfAnalysis :DateTime [0..*]
«featureType»
SoilType
+ soilType :CharacterString [1..*]
«featureType»
SoilTexture
+ soilTexture :SoilTextureType [1..*]
«featureType»
pH
+ pH :Measure [1..*]
«featureType»
OrganicMatter
+ organicMatter :Percent
«featureType»
ElectricConductivity
+ electricConductivity :Measure [1..*]
«featureType»
ZonePolygon
+ area :Measure
«dataType»
CropType
+ name :CharacterString
+ scientificName :CharacterString
+ description :CharacterString
+ notes :CharacterString
+ seedingAdvice :CharacterString
+ harvestingAdvice :CharacterString
0..*
1..*
+contains
1..*
HoldingSites
1..*
0..*
+containsZone
0..*
+HoldingPlot
0..*
+containsPlot 1..*
HoldingPlots
0..*
0..1 0..1
0..*
0..*
+crop 0..*
Site attribute Value
Identifier http://foodie-project.eu/CZ/MJM/Trsicka
Activity (NACE
code)
A1.1.1 - Growing of cereals (except rice),
leguminous crops and oil seeds
Valid From 2014-03-15
Begin Lifespan 2015-04-07
8www.foodie-project.eu
Core Data Model
class Foodie Core Data Model v4.1 proposal
«featureType»
Agricultural and
Aquaculture Facilities
Model::Holding
«featureType»
Agricultural and Aquaculture Facilities Model::
Site
+ code :Identifier
+ geometry :GM_Object
+ activity :EconomicActivityNACEValue [1..*]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifespanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
«voidable»
+ includesAnimal :FarmAnimalSpecies [0..*]
«dataType»
Agricultural and Aquaculture Facilities Model::
FarmAnimalSpecies
«voidable»
+ livestock :LivestockSpeciesValue [0..*]
+ aquaculture :AquacultureSpeciesValue [0..*]
«featureType»
Activity Complex::ActivityComplex
+ inspireId :Identifier
+ thematicId :ThematicIdentifier [0..*]
+ geometry :GM_Object
+ function :Function [1..*]
+ userId :CharacterString
«voidable»
+ name :CharacterString [0..1]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
«voidable, lifeCycleInfo»
+ beginLifespanVersion :DateTime
+ endLifespanVersion :DateTime [0..1]
«featureType»
Plot
+ code :Identifier
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ description :CharacterString [0..1]
+ originType :OriginTypeValue
«featureType»
Treatment
+ quantity :Measure [1..*]
+ tractorId :CharacterString [0..*]
+ machineId :CharacterString [0..*]
+ motionSpeed :Measure [0..1]
+ pressure :Measure [0..1]
+ flowAdjustment :Measure [0..1]
+ applicationWidth :Measure [0..1]
+ areaDose :DoseUnit [0..1]
+ formOfTreatment :FormOfTreatmentValue [1..*]
+ treatmentPurpose :TreatmentPurposeValue [0..*]
+ treatmentDescription :CharacterString [0..1]
«dataType»
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]
«codeList»
TreatmentPurposeValue
+ weed
+ pest
+ disease
«featureType»
CropSpecies
+ beginDate :Date
+ endDate :Date [0..1]
+ cropArea :GM_Object
+ cropSpecies :CropType [1..*]
+ production :ProductionType [0..*]
«featureType»
Product
+ productCode :CharacterString [0..*]
+ productName :CharacterString [1..*]
+ productType :CharacterString
+ productSubType :CharacterString [0..*]
+ productKind :ProductKindValue
+ description :CharacterString [0..1]
+ manufacturer :CI_ResponsibleParty [1..*]
+ nutrients :NutrientsType [0..*]
+ safetyInstructions :CharacterString [0..1]
+ storageHandling :CharacterString [0..1]
+ registrationCode :CharacterString [0..*]
+ registerUrl :URL [0..*]
«featureType»
SoilNutrients
+ nutrientName :GenericName
+ nutrientAmount :Measure
+ nutrientMeasure :CharacterString
«codeList»
ProductKindValue
+ organic
+ mineral
«dataType»
SoilTextureType
+ clay :Percent
+ silt :Percent
+ sand :Percent
«dataType»
ProductionType
+ productionDate :Date
+ variety :CharacterString
+ productionAmount :Measure
+ productionAnalysis :ProductionAnalysisType [0..*]
«dataType»
ProductionAnalysisType
+ productionAnalysisDate :Date
+ property :Measure
«codeList»
OriginTypeValue
+ manual
+ system
«featureType»
Alert
+ code :Identifier
+ type :CharacterString [1..*]
+ description :CharacterString [0..1]
+ checkedByUser :Boolean
+ alertDate :Date
+ alertGeometry :GM_Object
«featureType»
Intervention
+ type :CharacterString
+ description :CharacterString
+ notes :CharacterString [0..1]
+ status :CharacterString
+ creationDateTime :DateTime
+ interventionStart :DateTime
+ interventionEnd :DateTime [0..1]
+ interventionGeometry :GM_Object [1..*]
+ supervisor :CI_ResponsibleParty [0..1]
+ operator :CI_ResponsibleParty [0..*]
+ evidenceParty :CI_ResponsibleParty [1..*]
«featureType»
TreatmentPlan
+ treatmentPlanCode :CharacterString [0..*]
+ description :CharacterString [1..*]
+ type :CharacterString
+ campaign :TM_Period [1..*]
+ treatmentPlanCreation :DateTime
+ notes :CharacterString [0..1]
«featureType»
ProductPreparation
+ productQuantity :Measure
+ solventQuantity :Measure [0..*]
+ safetyPeriod :TM_Period
«dataType»
ActiveIngredients
+ code :CharacterString [0..1]
+ ingredientName :CharacterString
+ ingredientAmount :Measure
«codeList»
DoseUnit
+ minimumDose :Measure
+ maximumDose :Measure
«codeList»
FormOfTreatmentValue
+ manual
+ applicationMachine
+ aerial
«featureType»
ManagementZone
+ code :Identifier
+ validFrom :DateTime [0..1]
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ notes :CharacterString
+ dateOfAnalysis :DateTime [0..*]
«featureType»
SoilType
+ soilType :CharacterString [1..*]
«featureType»
SoilTexture
+ soilTexture :SoilTextureType [1..*]
«featureType»
pH
+ pH :Measure [1..*]
«featureType»
OrganicMatter
+ organicMatter :Percent
«featureType»
ElectricConductivity
+ electricConductivity :Measure [1..*]
«featureType»
ZonePolygon
+ area :Measure
«dataType»
CropType
+ name :CharacterString
+ scientificName :CharacterString
+ description :CharacterString
+ notes :CharacterString
+ seedingAdvice :CharacterString
+ harvestingAdvice :CharacterString
0..*
1..*
+contains
1..*
HoldingSites
1..*
0..*
+containsZone
0..*
+HoldingPlot
0..*
+containsPlot 1..*
HoldingPlots
0..*
0..1 0..1
0..*
0..*
+crop 0..*
Plot attribute Value
Identifier http://foodie-
project.eu/CZ/MJM/Trsicka/Plot/001
Valid from 2015-04-09
Origin type manual
Crop species wheat
… …
9www.foodie-project.eu
Core Data Model
class Foodie Core Data Model v4.1 proposal
«featureType»
Agricultural and
Aquaculture Facilities
Model::Holding
«featureType»
Agricultural and Aquaculture Facilities Model::
Site
+ code :Identifier
+ geometry :GM_Object
+ activity :EconomicActivityNACEValue [1..*]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifespanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
«voidable»
+ includesAnimal :FarmAnimalSpecies [0..*]
«dataType»
Agricultural and Aquaculture Facilities Model::
FarmAnimalSpecies
«voidable»
+ livestock :LivestockSpeciesValue [0..*]
+ aquaculture :AquacultureSpeciesValue [0..*]
«featureType»
Activity Complex::ActivityComplex
+ inspireId :Identifier
+ thematicId :ThematicIdentifier [0..*]
+ geometry :GM_Object
+ function :Function [1..*]
+ userId :CharacterString
«voidable»
+ name :CharacterString [0..1]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
«voidable, lifeCycleInfo»
+ beginLifespanVersion :DateTime
+ endLifespanVersion :DateTime [0..1]
«featureType»
Plot
+ code :Identifier
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ description :CharacterString [0..1]
+ originType :OriginTypeValue
«featureType»
Treatment
+ quantity :Measure [1..*]
+ tractorId :CharacterString [0..*]
+ machineId :CharacterString [0..*]
+ motionSpeed :Measure [0..1]
+ pressure :Measure [0..1]
+ flowAdjustment :Measure [0..1]
+ applicationWidth :Measure [0..1]
+ areaDose :DoseUnit [0..1]
+ formOfTreatment :FormOfTreatmentValue [1..*]
+ treatmentPurpose :TreatmentPurposeValue [0..*]
+ treatmentDescription :CharacterString [0..1]
«dataType»
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]
«codeList»
TreatmentPurposeValue
+ weed
+ pest
+ disease
«featureType»
CropSpecies
+ beginDate :Date
+ endDate :Date [0..1]
+ cropArea :GM_Object
+ cropSpecies :CropType [1..*]
+ production :ProductionType [0..*]
«featureType»
Product
+ productCode :CharacterString [0..*]
+ productName :CharacterString [1..*]
+ productType :CharacterString
+ productSubType :CharacterString [0..*]
+ productKind :ProductKindValue
+ description :CharacterString [0..1]
+ manufacturer :CI_ResponsibleParty [1..*]
+ nutrients :NutrientsType [0..*]
+ safetyInstructions :CharacterString [0..1]
+ storageHandling :CharacterString [0..1]
+ registrationCode :CharacterString [0..*]
+ registerUrl :URL [0..*]
«featureType»
SoilNutrients
+ nutrientName :GenericName
+ nutrientAmount :Measure
+ nutrientMeasure :CharacterString
«codeList»
ProductKindValue
+ organic
+ mineral
«dataType»
SoilTextureType
+ clay :Percent
+ silt :Percent
+ sand :Percent
«dataType»
ProductionType
+ productionDate :Date
+ variety :CharacterString
+ productionAmount :Measure
+ productionAnalysis :ProductionAnalysisType [0..*]
«dataType»
ProductionAnalysisType
+ productionAnalysisDate :Date
+ property :Measure
«codeList»
OriginTypeValue
+ manual
+ system
«featureType»
Alert
+ code :Identifier
+ type :CharacterString [1..*]
+ description :CharacterString [0..1]
+ checkedByUser :Boolean
+ alertDate :Date
+ alertGeometry :GM_Object
«featureType»
Intervention
+ type :CharacterString
+ description :CharacterString
+ notes :CharacterString [0..1]
+ status :CharacterString
+ creationDateTime :DateTime
+ interventionStart :DateTime
+ interventionEnd :DateTime [0..1]
+ interventionGeometry :GM_Object [1..*]
+ supervisor :CI_ResponsibleParty [0..1]
+ operator :CI_ResponsibleParty [0..*]
+ evidenceParty :CI_ResponsibleParty [1..*]
«featureType»
TreatmentPlan
+ treatmentPlanCode :CharacterString [0..*]
+ description :CharacterString [1..*]
+ type :CharacterString
+ campaign :TM_Period [1..*]
+ treatmentPlanCreation :DateTime
+ notes :CharacterString [0..1]
«featureType»
ProductPreparation
+ productQuantity :Measure
+ solventQuantity :Measure [0..*]
+ safetyPeriod :TM_Period
«dataType»
ActiveIngredients
+ code :CharacterString [0..1]
+ ingredientName :CharacterString
+ ingredientAmount :Measure
«codeList»
DoseUnit
+ minimumDose :Measure
+ maximumDose :Measure
«codeList»
FormOfTreatmentValue
+ manual
+ applicationMachine
+ aerial
«featureType»
ManagementZone
+ code :Identifier
+ validFrom :DateTime [0..1]
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ notes :CharacterString
+ dateOfAnalysis :DateTime [0..*]
«featureType»
SoilType
+ soilType :CharacterString [1..*]
«featureType»
SoilTexture
+ soilTexture :SoilTextureType [1..*]
«featureType»
pH
+ pH :Measure [1..*]
«featureType»
OrganicMatter
+ organicMatter :Percent
«featureType»
ElectricConductivity
+ electricConductivity :Measure [1..*]
«featureType»
ZonePolygon
+ area :Measure
«dataType»
CropType
+ name :CharacterString
+ scientificName :CharacterString
+ description :CharacterString
+ notes :CharacterString
+ seedingAdvice :CharacterString
+ harvestingAdvice :CharacterString
0..*
1..*
+contains
1..*
HoldingSites
1..*
0..*
+containsZone
0..*
+HoldingPlot
0..*
+containsPlot 1..*
HoldingPlots
0..*
0..1 0..1
0..*
0..*
+crop 0..*
Intervention attribute Value
Type tillage
Status ongoing
Intervention start 2015-04-22
Supervisor John First, senior manager, phone 7435
… …
10www.foodie-project.eu
Core Data Model
class Foodie Core Data Model v4.1 proposal
«featureType»
Agricultural and
Aquaculture Facilities
Model::Holding
«featureType»
Agricultural and Aquaculture Facilities Model::
Site
+ code :Identifier
+ geometry :GM_Object
+ activity :EconomicActivityNACEValue [1..*]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifespanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
«voidable»
+ includesAnimal :FarmAnimalSpecies [0..*]
«dataType»
Agricultural and Aquaculture Facilities Model::
FarmAnimalSpecies
«voidable»
+ livestock :LivestockSpeciesValue [0..*]
+ aquaculture :AquacultureSpeciesValue [0..*]
«featureType»
Activity Complex::ActivityComplex
+ inspireId :Identifier
+ thematicId :ThematicIdentifier [0..*]
+ geometry :GM_Object
+ function :Function [1..*]
+ userId :CharacterString
«voidable»
+ name :CharacterString [0..1]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
«voidable, lifeCycleInfo»
+ beginLifespanVersion :DateTime
+ endLifespanVersion :DateTime [0..1]
«featureType»
Plot
+ code :Identifier
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ description :CharacterString [0..1]
+ originType :OriginTypeValue
«featureType»
Treatment
+ quantity :Measure [1..*]
+ tractorId :CharacterString [0..*]
+ machineId :CharacterString [0..*]
+ motionSpeed :Measure [0..1]
+ pressure :Measure [0..1]
+ flowAdjustment :Measure [0..1]
+ applicationWidth :Measure [0..1]
+ areaDose :DoseUnit [0..1]
+ formOfTreatment :FormOfTreatmentValue [1..*]
+ treatmentPurpose :TreatmentPurposeValue [0..*]
+ treatmentDescription :CharacterString [0..1]
«dataType»
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]
«codeList»
TreatmentPurposeValue
+ weed
+ pest
+ disease
«featureType»
CropSpecies
+ beginDate :Date
+ endDate :Date [0..1]
+ cropArea :GM_Object
+ cropSpecies :CropType [1..*]
+ production :ProductionType [0..*]
«featureType»
Product
+ productCode :CharacterString [0..*]
+ productName :CharacterString [1..*]
+ productType :CharacterString
+ productSubType :CharacterString [0..*]
+ productKind :ProductKindValue
+ description :CharacterString [0..1]
+ manufacturer :CI_ResponsibleParty [1..*]
+ nutrients :NutrientsType [0..*]
+ safetyInstructions :CharacterString [0..1]
+ storageHandling :CharacterString [0..1]
+ registrationCode :CharacterString [0..*]
+ registerUrl :URL [0..*]
«featureType»
SoilNutrients
+ nutrientName :GenericName
+ nutrientAmount :Measure
+ nutrientMeasure :CharacterString
«codeList»
ProductKindValue
+ organic
+ mineral
«dataType»
SoilTextureType
+ clay :Percent
+ silt :Percent
+ sand :Percent
«dataType»
ProductionType
+ productionDate :Date
+ variety :CharacterString
+ productionAmount :Measure
+ productionAnalysis :ProductionAnalysisType [0..*]
«dataType»
ProductionAnalysisType
+ productionAnalysisDate :Date
+ property :Measure
«codeList»
OriginTypeValue
+ manual
+ system
«featureType»
Alert
+ code :Identifier
+ type :CharacterString [1..*]
+ description :CharacterString [0..1]
+ checkedByUser :Boolean
+ alertDate :Date
+ alertGeometry :GM_Object
«featureType»
Intervention
+ type :CharacterString
+ description :CharacterString
+ notes :CharacterString [0..1]
+ status :CharacterString
+ creationDateTime :DateTime
+ interventionStart :DateTime
+ interventionEnd :DateTime [0..1]
+ interventionGeometry :GM_Object [1..*]
+ supervisor :CI_ResponsibleParty [0..1]
+ operator :CI_ResponsibleParty [0..*]
+ evidenceParty :CI_ResponsibleParty [1..*]
«featureType»
TreatmentPlan
+ treatmentPlanCode :CharacterString [0..*]
+ description :CharacterString [1..*]
+ type :CharacterString
+ campaign :TM_Period [1..*]
+ treatmentPlanCreation :DateTime
+ notes :CharacterString [0..1]
«featureType»
ProductPreparation
+ productQuantity :Measure
+ solventQuantity :Measure [0..*]
+ safetyPeriod :TM_Period
«dataType»
ActiveIngredients
+ code :CharacterString [0..1]
+ ingredientName :CharacterString
+ ingredientAmount :Measure
«codeList»
DoseUnit
+ minimumDose :Measure
+ maximumDose :Measure
«codeList»
FormOfTreatmentValue
+ manual
+ applicationMachine
+ aerial
«featureType»
ManagementZone
+ code :Identifier
+ validFrom :DateTime [0..1]
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ notes :CharacterString
+ dateOfAnalysis :DateTime [0..*]
«featureType»
SoilType
+ soilType :CharacterString [1..*]
«featureType»
SoilTexture
+ soilTexture :SoilTextureType [1..*]
«featureType»
pH
+ pH :Measure [1..*]
«featureType»
OrganicMatter
+ organicMatter :Percent
«featureType»
ElectricConductivity
+ electricConductivity :Measure [1..*]
«featureType»
ZonePolygon
+ area :Measure
«dataType»
CropType
+ name :CharacterString
+ scientificName :CharacterString
+ description :CharacterString
+ notes :CharacterString
+ seedingAdvice :CharacterString
+ harvestingAdvice :CharacterString
0..*
1..*
+contains
1..*
HoldingSites
1..*
0..*
+containsZone
0..*
+HoldingPlot
0..*
+containsPlot 1..*
HoldingPlots
0..*
0..1 0..1
0..*
0..*
+crop 0..*
Treatment attribute Value
Intervention type herbicide application
Status ongoing
Intervention start 2015-04-22
Supervisor John First, senior manager, phone 7435
Dosing 240 litres
Application width 25 meters
Form of treatment Application machine
Product Roundup®
… …
11www.foodie-project.eu
Core Data Model
class Foodie Core Data Model v4.1 proposal
«featureType»
Agricultural and
Aquaculture Facilities
Model::Holding
«featureType»
Agricultural and Aquaculture Facilities Model::
Site
+ code :Identifier
+ geometry :GM_Object
+ activity :EconomicActivityNACEValue [1..*]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifespanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
«voidable»
+ includesAnimal :FarmAnimalSpecies [0..*]
«dataType»
Agricultural and Aquaculture Facilities Model::
FarmAnimalSpecies
«voidable»
+ livestock :LivestockSpeciesValue [0..*]
+ aquaculture :AquacultureSpeciesValue [0..*]
«featureType»
Activity Complex::ActivityComplex
+ inspireId :Identifier
+ thematicId :ThematicIdentifier [0..*]
+ geometry :GM_Object
+ function :Function [1..*]
+ userId :CharacterString
«voidable»
+ name :CharacterString [0..1]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
«voidable, lifeCycleInfo»
+ beginLifespanVersion :DateTime
+ endLifespanVersion :DateTime [0..1]
«featureType»
Plot
+ code :Identifier
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ description :CharacterString [0..1]
+ originType :OriginTypeValue
«featureType»
Treatment
+ quantity :Measure [1..*]
+ tractorId :CharacterString [0..*]
+ machineId :CharacterString [0..*]
+ motionSpeed :Measure [0..1]
+ pressure :Measure [0..1]
+ flowAdjustment :Measure [0..1]
+ applicationWidth :Measure [0..1]
+ areaDose :DoseUnit [0..1]
+ formOfTreatment :FormOfTreatmentValue [1..*]
+ treatmentPurpose :TreatmentPurposeValue [0..*]
+ treatmentDescription :CharacterString [0..1]
«dataType»
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]
«codeList»
TreatmentPurposeValue
+ weed
+ pest
+ disease
«featureType»
CropSpecies
+ beginDate :Date
+ endDate :Date [0..1]
+ cropArea :GM_Object
+ cropSpecies :CropType [1..*]
+ production :ProductionType [0..*]
«featureType»
Product
+ productCode :CharacterString [0..*]
+ productName :CharacterString [1..*]
+ productType :CharacterString
+ productSubType :CharacterString [0..*]
+ productKind :ProductKindValue
+ description :CharacterString [0..1]
+ manufacturer :CI_ResponsibleParty [1..*]
+ nutrients :NutrientsType [0..*]
+ safetyInstructions :CharacterString [0..1]
+ storageHandling :CharacterString [0..1]
+ registrationCode :CharacterString [0..*]
+ registerUrl :URL [0..*]
«featureType»
SoilNutrients
+ nutrientName :GenericName
+ nutrientAmount :Measure
+ nutrientMeasure :CharacterString
«codeList»
ProductKindValue
+ organic
+ mineral
«dataType»
SoilTextureType
+ clay :Percent
+ silt :Percent
+ sand :Percent
«dataType»
ProductionType
+ productionDate :Date
+ variety :CharacterString
+ productionAmount :Measure
+ productionAnalysis :ProductionAnalysisType [0..*]
«dataType»
ProductionAnalysisType
+ productionAnalysisDate :Date
+ property :Measure
«codeList»
OriginTypeValue
+ manual
+ system
«featureType»
Alert
+ code :Identifier
+ type :CharacterString [1..*]
+ description :CharacterString [0..1]
+ checkedByUser :Boolean
+ alertDate :Date
+ alertGeometry :GM_Object
«featureType»
Intervention
+ type :CharacterString
+ description :CharacterString
+ notes :CharacterString [0..1]
+ status :CharacterString
+ creationDateTime :DateTime
+ interventionStart :DateTime
+ interventionEnd :DateTime [0..1]
+ interventionGeometry :GM_Object [1..*]
+ supervisor :CI_ResponsibleParty [0..1]
+ operator :CI_ResponsibleParty [0..*]
+ evidenceParty :CI_ResponsibleParty [1..*]
«featureType»
TreatmentPlan
+ treatmentPlanCode :CharacterString [0..*]
+ description :CharacterString [1..*]
+ type :CharacterString
+ campaign :TM_Period [1..*]
+ treatmentPlanCreation :DateTime
+ notes :CharacterString [0..1]
«featureType»
ProductPreparation
+ productQuantity :Measure
+ solventQuantity :Measure [0..*]
+ safetyPeriod :TM_Period
«dataType»
ActiveIngredients
+ code :CharacterString [0..1]
+ ingredientName :CharacterString
+ ingredientAmount :Measure
«codeList»
DoseUnit
+ minimumDose :Measure
+ maximumDose :Measure
«codeList»
FormOfTreatmentValue
+ manual
+ applicationMachine
+ aerial
«featureType»
ManagementZone
+ code :Identifier
+ validFrom :DateTime [0..1]
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ notes :CharacterString
+ dateOfAnalysis :DateTime [0..*]
«featureType»
SoilType
+ soilType :CharacterString [1..*]
«featureType»
SoilTexture
+ soilTexture :SoilTextureType [1..*]
«featureType»
pH
+ pH :Measure [1..*]
«featureType»
OrganicMatter
+ organicMatter :Percent
«featureType»
ElectricConductivity
+ electricConductivity :Measure [1..*]
«featureType»
ZonePolygon
+ area :Measure
«dataType»
CropType
+ name :CharacterString
+ scientificName :CharacterString
+ description :CharacterString
+ notes :CharacterString
+ seedingAdvice :CharacterString
+ harvestingAdvice :CharacterString
0..*
1..*
+contains
1..*
HoldingSites
1..*
0..*
+containsZone
0..*
+HoldingPlot
0..*
+containsPlot 1..*
HoldingPlots
0..*
0..1 0..1
0..*
0..*
+crop 0..*
Treatment attribute Value
Intervention type herbicide application
Status ongoing
Intervention start 2015-04-22
Supervisor John First, senior manager, phone 7435
Dosing 240 litres
Application width 25 meters
Form of treatment Application machine
Product Roundup®
… …
Product attribute Value
Product code 01475200
Product name Roundup®
Product type herbicide
Manufacturer MONSANTO®
Register URL http://agro-register.cz/?1475
Safety instructions Eye contact: may cause may cause pain,
redness and tearing based on toxicity
studies.
…
12www.foodie-project.eu
Core Data Model
class Foodie Core Data Model v4.1 proposal
«featureType»
Agricultural and
Aquaculture Facilities
Model::Holding
«featureType»
Agricultural and Aquaculture Facilities Model::
Site
+ code :Identifier
+ geometry :GM_Object
+ activity :EconomicActivityNACEValue [1..*]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifespanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
«voidable»
+ includesAnimal :FarmAnimalSpecies [0..*]
«dataType»
Agricultural and Aquaculture Facilities Model::
FarmAnimalSpecies
«voidable»
+ livestock :LivestockSpeciesValue [0..*]
+ aquaculture :AquacultureSpeciesValue [0..*]
«featureType»
Activity Complex::ActivityComplex
+ inspireId :Identifier
+ thematicId :ThematicIdentifier [0..*]
+ geometry :GM_Object
+ function :Function [1..*]
+ userId :CharacterString
«voidable»
+ name :CharacterString [0..1]
+ validFrom :DateTime
+ validTo :DateTime [0..1]
«voidable, lifeCycleInfo»
+ beginLifespanVersion :DateTime
+ endLifespanVersion :DateTime [0..1]
«featureType»
Plot
+ code :Identifier
+ validFrom :DateTime
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ description :CharacterString [0..1]
+ originType :OriginTypeValue
«featureType»
Treatment
+ quantity :Measure [1..*]
+ tractorId :CharacterString [0..*]
+ machineId :CharacterString [0..*]
+ motionSpeed :Measure [0..1]
+ pressure :Measure [0..1]
+ flowAdjustment :Measure [0..1]
+ applicationWidth :Measure [0..1]
+ areaDose :DoseUnit [0..1]
+ formOfTreatment :FormOfTreatmentValue [1..*]
+ treatmentPurpose :TreatmentPurposeValue [0..*]
+ treatmentDescription :CharacterString [0..1]
«dataType»
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]
«codeList»
TreatmentPurposeValue
+ weed
+ pest
+ disease
«featureType»
CropSpecies
+ beginDate :Date
+ endDate :Date [0..1]
+ cropArea :GM_Object
+ cropSpecies :CropType [1..*]
+ production :ProductionType [0..*]
«featureType»
Product
+ productCode :CharacterString [0..*]
+ productName :CharacterString [1..*]
+ productType :CharacterString
+ productSubType :CharacterString [0..*]
+ productKind :ProductKindValue
+ description :CharacterString [0..1]
+ manufacturer :CI_ResponsibleParty [1..*]
+ nutrients :NutrientsType [0..*]
+ safetyInstructions :CharacterString [0..1]
+ storageHandling :CharacterString [0..1]
+ registrationCode :CharacterString [0..*]
+ registerUrl :URL [0..*]
«featureType»
SoilNutrients
+ nutrientName :GenericName
+ nutrientAmount :Measure
+ nutrientMeasure :CharacterString
«codeList»
ProductKindValue
+ organic
+ mineral
«dataType»
SoilTextureType
+ clay :Percent
+ silt :Percent
+ sand :Percent
«dataType»
ProductionType
+ productionDate :Date
+ variety :CharacterString
+ productionAmount :Measure
+ productionAnalysis :ProductionAnalysisType [0..*]
«dataType»
ProductionAnalysisType
+ productionAnalysisDate :Date
+ property :Measure
«codeList»
OriginTypeValue
+ manual
+ system
«featureType»
Alert
+ code :Identifier
+ type :CharacterString [1..*]
+ description :CharacterString [0..1]
+ checkedByUser :Boolean
+ alertDate :Date
+ alertGeometry :GM_Object
«featureType»
Intervention
+ type :CharacterString
+ description :CharacterString
+ notes :CharacterString [0..1]
+ status :CharacterString
+ creationDateTime :DateTime
+ interventionStart :DateTime
+ interventionEnd :DateTime [0..1]
+ interventionGeometry :GM_Object [1..*]
+ supervisor :CI_ResponsibleParty [0..1]
+ operator :CI_ResponsibleParty [0..*]
+ evidenceParty :CI_ResponsibleParty [1..*]
«featureType»
TreatmentPlan
+ treatmentPlanCode :CharacterString [0..*]
+ description :CharacterString [1..*]
+ type :CharacterString
+ campaign :TM_Period [1..*]
+ treatmentPlanCreation :DateTime
+ notes :CharacterString [0..1]
«featureType»
ProductPreparation
+ productQuantity :Measure
+ solventQuantity :Measure [0..*]
+ safetyPeriod :TM_Period
«dataType»
ActiveIngredients
+ code :CharacterString [0..1]
+ ingredientName :CharacterString
+ ingredientAmount :Measure
«codeList»
DoseUnit
+ minimumDose :Measure
+ maximumDose :Measure
«codeList»
FormOfTreatmentValue
+ manual
+ applicationMachine
+ aerial
«featureType»
ManagementZone
+ code :Identifier
+ validFrom :DateTime [0..1]
+ validTo :DateTime [0..1]
+ beginLifeSpanVersion :DateTime
+ endLifeSpanVersion :DateTime [0..1]
+ geometry :GM_Object [1..*]
+ notes :CharacterString
+ dateOfAnalysis :DateTime [0..*]
«featureType»
SoilType
+ soilType :CharacterString [1..*]
«featureType»
SoilTexture
+ soilTexture :SoilTextureType [1..*]
«featureType»
pH
+ pH :Measure [1..*]
«featureType»
OrganicMatter
+ organicMatter :Percent
«featureType»
ElectricConductivity
+ electricConductivity :Measure [1..*]
«featureType»
ZonePolygon
+ area :Measure
«dataType»
CropType
+ name :CharacterString
+ scientificName :CharacterString
+ description :CharacterString
+ notes :CharacterString
+ seedingAdvice :CharacterString
+ harvestingAdvice :CharacterString
0..*
1..*
+contains
1..*
HoldingSites
1..*
0..*
+containsZone
0..*
+HoldingPlot
0..*
+containsPlot 1..*
HoldingPlots
0..*
0..1 0..1
0..*
0..*
+crop 0..*
13www.foodie-project.eu
 Machinery fleet monitoring
 Extending the INSPIRE data model for Transport Networks
• SDI4Apps, OpenTransportNet, Plan4All,…
Transport Data Model
14www.foodie-project.eu
 Adopted from OGC/ISO 19156 Observations and
Measurements
 Meteorological and pedological characteristics
Sensor Data Model
15www.foodie-project.eu
 Extension of OGC/ISO 19156 Observations and Measurements
• multimedia support, classifications of measurements etc.
VGI Data Model
16www.foodie-project.eu
Data Integration
Linked Data as Federated Layer
 Input datasets:
• EU datasets
 Smart Points of Interest - SPOI
 Open Land Use - OLU
 Open Transport Map - OTM
• Open Czech datasets:
 LPIS data
 Water bodies
 Erosion zones
 Soil Maps
• Farm (private) datasets - Farm Rostenice:
 Field boundaries
 Crop maps
 Yield records
 Model specification:
• Reuse FOODIE ontology +
general & Czech specific extensions
17www.foodie-project.eu
Data Integration
Linked Data as Federated Layer
 Tools used
• D2RQ for the transformation of relational databases
• Geotriples for the transformation of shapefiles
• RDF for the representation of data
• Ontologies providing the underlying vocabulary and relations
• Virtuoso for storing the semantic datasets
• Sparql for querying semantic data
• Silk for discovery of links
• Hslayers NG for visualisation of data
• Metaphactory for visualisation of data
 RDF datasets (as Linked Data)
• Sparql endpoint: https://www.foodie-cloud.org/sparql
• Over 850 million triples
 Private data handling
• Graph-based security: private data accessible only via credentials (Note: demo data
now is open)
D2R
Q

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From FOODIE towards DataBio

  • 1. 1www.foodie-project.eu  From FOODIE towards DataBio Karel CHARVÁT, Tomáš ŘEZNÍK, Raul Palma, Vojtech Lukas
  • 2. STILL A POORER FARMER FEBRUARY 28 2018IOF2020 PARTNER AND STAKEHOLDER EVENTS 2 ??????
  • 3. 3www.foodie-project.eu FOODIE Data Models Machinery fleet monitoring Management zones Fertilizers/pesticides informationSensor measurements Obrázky převzaty z: http://gillinstruments.com, http://wisegeek.com, http://www.dbta.com/
  • 4. 4www.foodie-project.eu FOODIE Data Models Core Data Model VGI Data Model Transport Data Model Sensor Data Model
  • 5. 5www.foodie-project.eu Core Data Model  Platform independent  Based on more than 15 years of research as well as commercial activities • economic and environmental data  Compliant to • ISO 19100 series standards • CAP IACS (Common Agricultural Policy Integrated Administration and Control System) • INSPIRE legislation (2007/2/ES) • GEOSS AIP-8  UML (EA, XMI,…) and SQL (PostgreSQL)
  • 6. 6www.foodie-project.eu Core Data Model class Foodie Core Data Model v4.1 proposal «featureType» Agricultural and Aquaculture Facilities Model::Holding «featureType» Agricultural and Aquaculture Facilities Model:: Site + code :Identifier + geometry :GM_Object + activity :EconomicActivityNACEValue [1..*] + validFrom :DateTime + validTo :DateTime [0..1] + beginLifespanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] «voidable» + includesAnimal :FarmAnimalSpecies [0..*] «dataType» Agricultural and Aquaculture Facilities Model:: FarmAnimalSpecies «voidable» + livestock :LivestockSpeciesValue [0..*] + aquaculture :AquacultureSpeciesValue [0..*] «featureType» Activity Complex::ActivityComplex + inspireId :Identifier + thematicId :ThematicIdentifier [0..*] + geometry :GM_Object + function :Function [1..*] + userId :CharacterString «voidable» + name :CharacterString [0..1] + validFrom :DateTime + validTo :DateTime [0..1] «voidable, lifeCycleInfo» + beginLifespanVersion :DateTime + endLifespanVersion :DateTime [0..1] «featureType» Plot + code :Identifier + validFrom :DateTime + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + description :CharacterString [0..1] + originType :OriginTypeValue «featureType» Treatment + quantity :Measure [1..*] + tractorId :CharacterString [0..*] + machineId :CharacterString [0..*] + motionSpeed :Measure [0..1] + pressure :Measure [0..1] + flowAdjustment :Measure [0..1] + applicationWidth :Measure [0..1] + areaDose :DoseUnit [0..1] + formOfTreatment :FormOfTreatmentValue [1..*] + treatmentPurpose :TreatmentPurposeValue [0..*] + treatmentDescription :CharacterString [0..1] «dataType» 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] «codeList» TreatmentPurposeValue + weed + pest + disease «featureType» CropSpecies + beginDate :Date + endDate :Date [0..1] + cropArea :GM_Object + cropSpecies :CropType [1..*] + production :ProductionType [0..*] «featureType» Product + productCode :CharacterString [0..*] + productName :CharacterString [1..*] + productType :CharacterString + productSubType :CharacterString [0..*] + productKind :ProductKindValue + description :CharacterString [0..1] + manufacturer :CI_ResponsibleParty [1..*] + nutrients :NutrientsType [0..*] + safetyInstructions :CharacterString [0..1] + storageHandling :CharacterString [0..1] + registrationCode :CharacterString [0..*] + registerUrl :URL [0..*] «featureType» SoilNutrients + nutrientName :GenericName + nutrientAmount :Measure + nutrientMeasure :CharacterString «codeList» ProductKindValue + organic + mineral «dataType» SoilTextureType + clay :Percent + silt :Percent + sand :Percent «dataType» ProductionType + productionDate :Date + variety :CharacterString + productionAmount :Measure + productionAnalysis :ProductionAnalysisType [0..*] «dataType» ProductionAnalysisType + productionAnalysisDate :Date + property :Measure «codeList» OriginTypeValue + manual + system «featureType» Alert + code :Identifier + type :CharacterString [1..*] + description :CharacterString [0..1] + checkedByUser :Boolean + alertDate :Date + alertGeometry :GM_Object «featureType» Intervention + type :CharacterString + description :CharacterString + notes :CharacterString [0..1] + status :CharacterString + creationDateTime :DateTime + interventionStart :DateTime + interventionEnd :DateTime [0..1] + interventionGeometry :GM_Object [1..*] + supervisor :CI_ResponsibleParty [0..1] + operator :CI_ResponsibleParty [0..*] + evidenceParty :CI_ResponsibleParty [1..*] «featureType» TreatmentPlan + treatmentPlanCode :CharacterString [0..*] + description :CharacterString [1..*] + type :CharacterString + campaign :TM_Period [1..*] + treatmentPlanCreation :DateTime + notes :CharacterString [0..1] «featureType» ProductPreparation + productQuantity :Measure + solventQuantity :Measure [0..*] + safetyPeriod :TM_Period «dataType» ActiveIngredients + code :CharacterString [0..1] + ingredientName :CharacterString + ingredientAmount :Measure «codeList» DoseUnit + minimumDose :Measure + maximumDose :Measure «codeList» FormOfTreatmentValue + manual + applicationMachine + aerial «featureType» ManagementZone + code :Identifier + validFrom :DateTime [0..1] + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + notes :CharacterString + dateOfAnalysis :DateTime [0..*] «featureType» SoilType + soilType :CharacterString [1..*] «featureType» SoilTexture + soilTexture :SoilTextureType [1..*] «featureType» pH + pH :Measure [1..*] «featureType» OrganicMatter + organicMatter :Percent «featureType» ElectricConductivity + electricConductivity :Measure [1..*] «featureType» ZonePolygon + area :Measure «dataType» CropType + name :CharacterString + scientificName :CharacterString + description :CharacterString + notes :CharacterString + seedingAdvice :CharacterString + harvestingAdvice :CharacterString 0..* 1..* +contains 1..* HoldingSites 1..* 0..* +containsZone 0..* +HoldingPlot 0..* +containsPlot 1..* HoldingPlots 0..* 0..1 0..1 0..* 0..* +crop 0..* Holding attribute Value Identifier http://foodie-project.eu/CZ/MJM/Trsicka Function agriculture User identifier 47674814 Name Tršická zemědělská, a.s. Valid From 1993-12-13 Begin Lifespan 2015-03-11
  • 7. 7www.foodie-project.eu Core Data Model class Foodie Core Data Model v4.1 proposal «featureType» Agricultural and Aquaculture Facilities Model::Holding «featureType» Agricultural and Aquaculture Facilities Model:: Site + code :Identifier + geometry :GM_Object + activity :EconomicActivityNACEValue [1..*] + validFrom :DateTime + validTo :DateTime [0..1] + beginLifespanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] «voidable» + includesAnimal :FarmAnimalSpecies [0..*] «dataType» Agricultural and Aquaculture Facilities Model:: FarmAnimalSpecies «voidable» + livestock :LivestockSpeciesValue [0..*] + aquaculture :AquacultureSpeciesValue [0..*] «featureType» Activity Complex::ActivityComplex + inspireId :Identifier + thematicId :ThematicIdentifier [0..*] + geometry :GM_Object + function :Function [1..*] + userId :CharacterString «voidable» + name :CharacterString [0..1] + validFrom :DateTime + validTo :DateTime [0..1] «voidable, lifeCycleInfo» + beginLifespanVersion :DateTime + endLifespanVersion :DateTime [0..1] «featureType» Plot + code :Identifier + validFrom :DateTime + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + description :CharacterString [0..1] + originType :OriginTypeValue «featureType» Treatment + quantity :Measure [1..*] + tractorId :CharacterString [0..*] + machineId :CharacterString [0..*] + motionSpeed :Measure [0..1] + pressure :Measure [0..1] + flowAdjustment :Measure [0..1] + applicationWidth :Measure [0..1] + areaDose :DoseUnit [0..1] + formOfTreatment :FormOfTreatmentValue [1..*] + treatmentPurpose :TreatmentPurposeValue [0..*] + treatmentDescription :CharacterString [0..1] «dataType» 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] «codeList» TreatmentPurposeValue + weed + pest + disease «featureType» CropSpecies + beginDate :Date + endDate :Date [0..1] + cropArea :GM_Object + cropSpecies :CropType [1..*] + production :ProductionType [0..*] «featureType» Product + productCode :CharacterString [0..*] + productName :CharacterString [1..*] + productType :CharacterString + productSubType :CharacterString [0..*] + productKind :ProductKindValue + description :CharacterString [0..1] + manufacturer :CI_ResponsibleParty [1..*] + nutrients :NutrientsType [0..*] + safetyInstructions :CharacterString [0..1] + storageHandling :CharacterString [0..1] + registrationCode :CharacterString [0..*] + registerUrl :URL [0..*] «featureType» SoilNutrients + nutrientName :GenericName + nutrientAmount :Measure + nutrientMeasure :CharacterString «codeList» ProductKindValue + organic + mineral «dataType» SoilTextureType + clay :Percent + silt :Percent + sand :Percent «dataType» ProductionType + productionDate :Date + variety :CharacterString + productionAmount :Measure + productionAnalysis :ProductionAnalysisType [0..*] «dataType» ProductionAnalysisType + productionAnalysisDate :Date + property :Measure «codeList» OriginTypeValue + manual + system «featureType» Alert + code :Identifier + type :CharacterString [1..*] + description :CharacterString [0..1] + checkedByUser :Boolean + alertDate :Date + alertGeometry :GM_Object «featureType» Intervention + type :CharacterString + description :CharacterString + notes :CharacterString [0..1] + status :CharacterString + creationDateTime :DateTime + interventionStart :DateTime + interventionEnd :DateTime [0..1] + interventionGeometry :GM_Object [1..*] + supervisor :CI_ResponsibleParty [0..1] + operator :CI_ResponsibleParty [0..*] + evidenceParty :CI_ResponsibleParty [1..*] «featureType» TreatmentPlan + treatmentPlanCode :CharacterString [0..*] + description :CharacterString [1..*] + type :CharacterString + campaign :TM_Period [1..*] + treatmentPlanCreation :DateTime + notes :CharacterString [0..1] «featureType» ProductPreparation + productQuantity :Measure + solventQuantity :Measure [0..*] + safetyPeriod :TM_Period «dataType» ActiveIngredients + code :CharacterString [0..1] + ingredientName :CharacterString + ingredientAmount :Measure «codeList» DoseUnit + minimumDose :Measure + maximumDose :Measure «codeList» FormOfTreatmentValue + manual + applicationMachine + aerial «featureType» ManagementZone + code :Identifier + validFrom :DateTime [0..1] + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + notes :CharacterString + dateOfAnalysis :DateTime [0..*] «featureType» SoilType + soilType :CharacterString [1..*] «featureType» SoilTexture + soilTexture :SoilTextureType [1..*] «featureType» pH + pH :Measure [1..*] «featureType» OrganicMatter + organicMatter :Percent «featureType» ElectricConductivity + electricConductivity :Measure [1..*] «featureType» ZonePolygon + area :Measure «dataType» CropType + name :CharacterString + scientificName :CharacterString + description :CharacterString + notes :CharacterString + seedingAdvice :CharacterString + harvestingAdvice :CharacterString 0..* 1..* +contains 1..* HoldingSites 1..* 0..* +containsZone 0..* +HoldingPlot 0..* +containsPlot 1..* HoldingPlots 0..* 0..1 0..1 0..* 0..* +crop 0..* Site attribute Value Identifier http://foodie-project.eu/CZ/MJM/Trsicka Activity (NACE code) A1.1.1 - Growing of cereals (except rice), leguminous crops and oil seeds Valid From 2014-03-15 Begin Lifespan 2015-04-07
  • 8. 8www.foodie-project.eu Core Data Model class Foodie Core Data Model v4.1 proposal «featureType» Agricultural and Aquaculture Facilities Model::Holding «featureType» Agricultural and Aquaculture Facilities Model:: Site + code :Identifier + geometry :GM_Object + activity :EconomicActivityNACEValue [1..*] + validFrom :DateTime + validTo :DateTime [0..1] + beginLifespanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] «voidable» + includesAnimal :FarmAnimalSpecies [0..*] «dataType» Agricultural and Aquaculture Facilities Model:: FarmAnimalSpecies «voidable» + livestock :LivestockSpeciesValue [0..*] + aquaculture :AquacultureSpeciesValue [0..*] «featureType» Activity Complex::ActivityComplex + inspireId :Identifier + thematicId :ThematicIdentifier [0..*] + geometry :GM_Object + function :Function [1..*] + userId :CharacterString «voidable» + name :CharacterString [0..1] + validFrom :DateTime + validTo :DateTime [0..1] «voidable, lifeCycleInfo» + beginLifespanVersion :DateTime + endLifespanVersion :DateTime [0..1] «featureType» Plot + code :Identifier + validFrom :DateTime + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + description :CharacterString [0..1] + originType :OriginTypeValue «featureType» Treatment + quantity :Measure [1..*] + tractorId :CharacterString [0..*] + machineId :CharacterString [0..*] + motionSpeed :Measure [0..1] + pressure :Measure [0..1] + flowAdjustment :Measure [0..1] + applicationWidth :Measure [0..1] + areaDose :DoseUnit [0..1] + formOfTreatment :FormOfTreatmentValue [1..*] + treatmentPurpose :TreatmentPurposeValue [0..*] + treatmentDescription :CharacterString [0..1] «dataType» 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] «codeList» TreatmentPurposeValue + weed + pest + disease «featureType» CropSpecies + beginDate :Date + endDate :Date [0..1] + cropArea :GM_Object + cropSpecies :CropType [1..*] + production :ProductionType [0..*] «featureType» Product + productCode :CharacterString [0..*] + productName :CharacterString [1..*] + productType :CharacterString + productSubType :CharacterString [0..*] + productKind :ProductKindValue + description :CharacterString [0..1] + manufacturer :CI_ResponsibleParty [1..*] + nutrients :NutrientsType [0..*] + safetyInstructions :CharacterString [0..1] + storageHandling :CharacterString [0..1] + registrationCode :CharacterString [0..*] + registerUrl :URL [0..*] «featureType» SoilNutrients + nutrientName :GenericName + nutrientAmount :Measure + nutrientMeasure :CharacterString «codeList» ProductKindValue + organic + mineral «dataType» SoilTextureType + clay :Percent + silt :Percent + sand :Percent «dataType» ProductionType + productionDate :Date + variety :CharacterString + productionAmount :Measure + productionAnalysis :ProductionAnalysisType [0..*] «dataType» ProductionAnalysisType + productionAnalysisDate :Date + property :Measure «codeList» OriginTypeValue + manual + system «featureType» Alert + code :Identifier + type :CharacterString [1..*] + description :CharacterString [0..1] + checkedByUser :Boolean + alertDate :Date + alertGeometry :GM_Object «featureType» Intervention + type :CharacterString + description :CharacterString + notes :CharacterString [0..1] + status :CharacterString + creationDateTime :DateTime + interventionStart :DateTime + interventionEnd :DateTime [0..1] + interventionGeometry :GM_Object [1..*] + supervisor :CI_ResponsibleParty [0..1] + operator :CI_ResponsibleParty [0..*] + evidenceParty :CI_ResponsibleParty [1..*] «featureType» TreatmentPlan + treatmentPlanCode :CharacterString [0..*] + description :CharacterString [1..*] + type :CharacterString + campaign :TM_Period [1..*] + treatmentPlanCreation :DateTime + notes :CharacterString [0..1] «featureType» ProductPreparation + productQuantity :Measure + solventQuantity :Measure [0..*] + safetyPeriod :TM_Period «dataType» ActiveIngredients + code :CharacterString [0..1] + ingredientName :CharacterString + ingredientAmount :Measure «codeList» DoseUnit + minimumDose :Measure + maximumDose :Measure «codeList» FormOfTreatmentValue + manual + applicationMachine + aerial «featureType» ManagementZone + code :Identifier + validFrom :DateTime [0..1] + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + notes :CharacterString + dateOfAnalysis :DateTime [0..*] «featureType» SoilType + soilType :CharacterString [1..*] «featureType» SoilTexture + soilTexture :SoilTextureType [1..*] «featureType» pH + pH :Measure [1..*] «featureType» OrganicMatter + organicMatter :Percent «featureType» ElectricConductivity + electricConductivity :Measure [1..*] «featureType» ZonePolygon + area :Measure «dataType» CropType + name :CharacterString + scientificName :CharacterString + description :CharacterString + notes :CharacterString + seedingAdvice :CharacterString + harvestingAdvice :CharacterString 0..* 1..* +contains 1..* HoldingSites 1..* 0..* +containsZone 0..* +HoldingPlot 0..* +containsPlot 1..* HoldingPlots 0..* 0..1 0..1 0..* 0..* +crop 0..* Plot attribute Value Identifier http://foodie- project.eu/CZ/MJM/Trsicka/Plot/001 Valid from 2015-04-09 Origin type manual Crop species wheat … …
  • 9. 9www.foodie-project.eu Core Data Model class Foodie Core Data Model v4.1 proposal «featureType» Agricultural and Aquaculture Facilities Model::Holding «featureType» Agricultural and Aquaculture Facilities Model:: Site + code :Identifier + geometry :GM_Object + activity :EconomicActivityNACEValue [1..*] + validFrom :DateTime + validTo :DateTime [0..1] + beginLifespanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] «voidable» + includesAnimal :FarmAnimalSpecies [0..*] «dataType» Agricultural and Aquaculture Facilities Model:: FarmAnimalSpecies «voidable» + livestock :LivestockSpeciesValue [0..*] + aquaculture :AquacultureSpeciesValue [0..*] «featureType» Activity Complex::ActivityComplex + inspireId :Identifier + thematicId :ThematicIdentifier [0..*] + geometry :GM_Object + function :Function [1..*] + userId :CharacterString «voidable» + name :CharacterString [0..1] + validFrom :DateTime + validTo :DateTime [0..1] «voidable, lifeCycleInfo» + beginLifespanVersion :DateTime + endLifespanVersion :DateTime [0..1] «featureType» Plot + code :Identifier + validFrom :DateTime + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + description :CharacterString [0..1] + originType :OriginTypeValue «featureType» Treatment + quantity :Measure [1..*] + tractorId :CharacterString [0..*] + machineId :CharacterString [0..*] + motionSpeed :Measure [0..1] + pressure :Measure [0..1] + flowAdjustment :Measure [0..1] + applicationWidth :Measure [0..1] + areaDose :DoseUnit [0..1] + formOfTreatment :FormOfTreatmentValue [1..*] + treatmentPurpose :TreatmentPurposeValue [0..*] + treatmentDescription :CharacterString [0..1] «dataType» 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] «codeList» TreatmentPurposeValue + weed + pest + disease «featureType» CropSpecies + beginDate :Date + endDate :Date [0..1] + cropArea :GM_Object + cropSpecies :CropType [1..*] + production :ProductionType [0..*] «featureType» Product + productCode :CharacterString [0..*] + productName :CharacterString [1..*] + productType :CharacterString + productSubType :CharacterString [0..*] + productKind :ProductKindValue + description :CharacterString [0..1] + manufacturer :CI_ResponsibleParty [1..*] + nutrients :NutrientsType [0..*] + safetyInstructions :CharacterString [0..1] + storageHandling :CharacterString [0..1] + registrationCode :CharacterString [0..*] + registerUrl :URL [0..*] «featureType» SoilNutrients + nutrientName :GenericName + nutrientAmount :Measure + nutrientMeasure :CharacterString «codeList» ProductKindValue + organic + mineral «dataType» SoilTextureType + clay :Percent + silt :Percent + sand :Percent «dataType» ProductionType + productionDate :Date + variety :CharacterString + productionAmount :Measure + productionAnalysis :ProductionAnalysisType [0..*] «dataType» ProductionAnalysisType + productionAnalysisDate :Date + property :Measure «codeList» OriginTypeValue + manual + system «featureType» Alert + code :Identifier + type :CharacterString [1..*] + description :CharacterString [0..1] + checkedByUser :Boolean + alertDate :Date + alertGeometry :GM_Object «featureType» Intervention + type :CharacterString + description :CharacterString + notes :CharacterString [0..1] + status :CharacterString + creationDateTime :DateTime + interventionStart :DateTime + interventionEnd :DateTime [0..1] + interventionGeometry :GM_Object [1..*] + supervisor :CI_ResponsibleParty [0..1] + operator :CI_ResponsibleParty [0..*] + evidenceParty :CI_ResponsibleParty [1..*] «featureType» TreatmentPlan + treatmentPlanCode :CharacterString [0..*] + description :CharacterString [1..*] + type :CharacterString + campaign :TM_Period [1..*] + treatmentPlanCreation :DateTime + notes :CharacterString [0..1] «featureType» ProductPreparation + productQuantity :Measure + solventQuantity :Measure [0..*] + safetyPeriod :TM_Period «dataType» ActiveIngredients + code :CharacterString [0..1] + ingredientName :CharacterString + ingredientAmount :Measure «codeList» DoseUnit + minimumDose :Measure + maximumDose :Measure «codeList» FormOfTreatmentValue + manual + applicationMachine + aerial «featureType» ManagementZone + code :Identifier + validFrom :DateTime [0..1] + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + notes :CharacterString + dateOfAnalysis :DateTime [0..*] «featureType» SoilType + soilType :CharacterString [1..*] «featureType» SoilTexture + soilTexture :SoilTextureType [1..*] «featureType» pH + pH :Measure [1..*] «featureType» OrganicMatter + organicMatter :Percent «featureType» ElectricConductivity + electricConductivity :Measure [1..*] «featureType» ZonePolygon + area :Measure «dataType» CropType + name :CharacterString + scientificName :CharacterString + description :CharacterString + notes :CharacterString + seedingAdvice :CharacterString + harvestingAdvice :CharacterString 0..* 1..* +contains 1..* HoldingSites 1..* 0..* +containsZone 0..* +HoldingPlot 0..* +containsPlot 1..* HoldingPlots 0..* 0..1 0..1 0..* 0..* +crop 0..* Intervention attribute Value Type tillage Status ongoing Intervention start 2015-04-22 Supervisor John First, senior manager, phone 7435 … …
  • 10. 10www.foodie-project.eu Core Data Model class Foodie Core Data Model v4.1 proposal «featureType» Agricultural and Aquaculture Facilities Model::Holding «featureType» Agricultural and Aquaculture Facilities Model:: Site + code :Identifier + geometry :GM_Object + activity :EconomicActivityNACEValue [1..*] + validFrom :DateTime + validTo :DateTime [0..1] + beginLifespanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] «voidable» + includesAnimal :FarmAnimalSpecies [0..*] «dataType» Agricultural and Aquaculture Facilities Model:: FarmAnimalSpecies «voidable» + livestock :LivestockSpeciesValue [0..*] + aquaculture :AquacultureSpeciesValue [0..*] «featureType» Activity Complex::ActivityComplex + inspireId :Identifier + thematicId :ThematicIdentifier [0..*] + geometry :GM_Object + function :Function [1..*] + userId :CharacterString «voidable» + name :CharacterString [0..1] + validFrom :DateTime + validTo :DateTime [0..1] «voidable, lifeCycleInfo» + beginLifespanVersion :DateTime + endLifespanVersion :DateTime [0..1] «featureType» Plot + code :Identifier + validFrom :DateTime + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + description :CharacterString [0..1] + originType :OriginTypeValue «featureType» Treatment + quantity :Measure [1..*] + tractorId :CharacterString [0..*] + machineId :CharacterString [0..*] + motionSpeed :Measure [0..1] + pressure :Measure [0..1] + flowAdjustment :Measure [0..1] + applicationWidth :Measure [0..1] + areaDose :DoseUnit [0..1] + formOfTreatment :FormOfTreatmentValue [1..*] + treatmentPurpose :TreatmentPurposeValue [0..*] + treatmentDescription :CharacterString [0..1] «dataType» 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] «codeList» TreatmentPurposeValue + weed + pest + disease «featureType» CropSpecies + beginDate :Date + endDate :Date [0..1] + cropArea :GM_Object + cropSpecies :CropType [1..*] + production :ProductionType [0..*] «featureType» Product + productCode :CharacterString [0..*] + productName :CharacterString [1..*] + productType :CharacterString + productSubType :CharacterString [0..*] + productKind :ProductKindValue + description :CharacterString [0..1] + manufacturer :CI_ResponsibleParty [1..*] + nutrients :NutrientsType [0..*] + safetyInstructions :CharacterString [0..1] + storageHandling :CharacterString [0..1] + registrationCode :CharacterString [0..*] + registerUrl :URL [0..*] «featureType» SoilNutrients + nutrientName :GenericName + nutrientAmount :Measure + nutrientMeasure :CharacterString «codeList» ProductKindValue + organic + mineral «dataType» SoilTextureType + clay :Percent + silt :Percent + sand :Percent «dataType» ProductionType + productionDate :Date + variety :CharacterString + productionAmount :Measure + productionAnalysis :ProductionAnalysisType [0..*] «dataType» ProductionAnalysisType + productionAnalysisDate :Date + property :Measure «codeList» OriginTypeValue + manual + system «featureType» Alert + code :Identifier + type :CharacterString [1..*] + description :CharacterString [0..1] + checkedByUser :Boolean + alertDate :Date + alertGeometry :GM_Object «featureType» Intervention + type :CharacterString + description :CharacterString + notes :CharacterString [0..1] + status :CharacterString + creationDateTime :DateTime + interventionStart :DateTime + interventionEnd :DateTime [0..1] + interventionGeometry :GM_Object [1..*] + supervisor :CI_ResponsibleParty [0..1] + operator :CI_ResponsibleParty [0..*] + evidenceParty :CI_ResponsibleParty [1..*] «featureType» TreatmentPlan + treatmentPlanCode :CharacterString [0..*] + description :CharacterString [1..*] + type :CharacterString + campaign :TM_Period [1..*] + treatmentPlanCreation :DateTime + notes :CharacterString [0..1] «featureType» ProductPreparation + productQuantity :Measure + solventQuantity :Measure [0..*] + safetyPeriod :TM_Period «dataType» ActiveIngredients + code :CharacterString [0..1] + ingredientName :CharacterString + ingredientAmount :Measure «codeList» DoseUnit + minimumDose :Measure + maximumDose :Measure «codeList» FormOfTreatmentValue + manual + applicationMachine + aerial «featureType» ManagementZone + code :Identifier + validFrom :DateTime [0..1] + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + notes :CharacterString + dateOfAnalysis :DateTime [0..*] «featureType» SoilType + soilType :CharacterString [1..*] «featureType» SoilTexture + soilTexture :SoilTextureType [1..*] «featureType» pH + pH :Measure [1..*] «featureType» OrganicMatter + organicMatter :Percent «featureType» ElectricConductivity + electricConductivity :Measure [1..*] «featureType» ZonePolygon + area :Measure «dataType» CropType + name :CharacterString + scientificName :CharacterString + description :CharacterString + notes :CharacterString + seedingAdvice :CharacterString + harvestingAdvice :CharacterString 0..* 1..* +contains 1..* HoldingSites 1..* 0..* +containsZone 0..* +HoldingPlot 0..* +containsPlot 1..* HoldingPlots 0..* 0..1 0..1 0..* 0..* +crop 0..* Treatment attribute Value Intervention type herbicide application Status ongoing Intervention start 2015-04-22 Supervisor John First, senior manager, phone 7435 Dosing 240 litres Application width 25 meters Form of treatment Application machine Product Roundup® … …
  • 11. 11www.foodie-project.eu Core Data Model class Foodie Core Data Model v4.1 proposal «featureType» Agricultural and Aquaculture Facilities Model::Holding «featureType» Agricultural and Aquaculture Facilities Model:: Site + code :Identifier + geometry :GM_Object + activity :EconomicActivityNACEValue [1..*] + validFrom :DateTime + validTo :DateTime [0..1] + beginLifespanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] «voidable» + includesAnimal :FarmAnimalSpecies [0..*] «dataType» Agricultural and Aquaculture Facilities Model:: FarmAnimalSpecies «voidable» + livestock :LivestockSpeciesValue [0..*] + aquaculture :AquacultureSpeciesValue [0..*] «featureType» Activity Complex::ActivityComplex + inspireId :Identifier + thematicId :ThematicIdentifier [0..*] + geometry :GM_Object + function :Function [1..*] + userId :CharacterString «voidable» + name :CharacterString [0..1] + validFrom :DateTime + validTo :DateTime [0..1] «voidable, lifeCycleInfo» + beginLifespanVersion :DateTime + endLifespanVersion :DateTime [0..1] «featureType» Plot + code :Identifier + validFrom :DateTime + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + description :CharacterString [0..1] + originType :OriginTypeValue «featureType» Treatment + quantity :Measure [1..*] + tractorId :CharacterString [0..*] + machineId :CharacterString [0..*] + motionSpeed :Measure [0..1] + pressure :Measure [0..1] + flowAdjustment :Measure [0..1] + applicationWidth :Measure [0..1] + areaDose :DoseUnit [0..1] + formOfTreatment :FormOfTreatmentValue [1..*] + treatmentPurpose :TreatmentPurposeValue [0..*] + treatmentDescription :CharacterString [0..1] «dataType» 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] «codeList» TreatmentPurposeValue + weed + pest + disease «featureType» CropSpecies + beginDate :Date + endDate :Date [0..1] + cropArea :GM_Object + cropSpecies :CropType [1..*] + production :ProductionType [0..*] «featureType» Product + productCode :CharacterString [0..*] + productName :CharacterString [1..*] + productType :CharacterString + productSubType :CharacterString [0..*] + productKind :ProductKindValue + description :CharacterString [0..1] + manufacturer :CI_ResponsibleParty [1..*] + nutrients :NutrientsType [0..*] + safetyInstructions :CharacterString [0..1] + storageHandling :CharacterString [0..1] + registrationCode :CharacterString [0..*] + registerUrl :URL [0..*] «featureType» SoilNutrients + nutrientName :GenericName + nutrientAmount :Measure + nutrientMeasure :CharacterString «codeList» ProductKindValue + organic + mineral «dataType» SoilTextureType + clay :Percent + silt :Percent + sand :Percent «dataType» ProductionType + productionDate :Date + variety :CharacterString + productionAmount :Measure + productionAnalysis :ProductionAnalysisType [0..*] «dataType» ProductionAnalysisType + productionAnalysisDate :Date + property :Measure «codeList» OriginTypeValue + manual + system «featureType» Alert + code :Identifier + type :CharacterString [1..*] + description :CharacterString [0..1] + checkedByUser :Boolean + alertDate :Date + alertGeometry :GM_Object «featureType» Intervention + type :CharacterString + description :CharacterString + notes :CharacterString [0..1] + status :CharacterString + creationDateTime :DateTime + interventionStart :DateTime + interventionEnd :DateTime [0..1] + interventionGeometry :GM_Object [1..*] + supervisor :CI_ResponsibleParty [0..1] + operator :CI_ResponsibleParty [0..*] + evidenceParty :CI_ResponsibleParty [1..*] «featureType» TreatmentPlan + treatmentPlanCode :CharacterString [0..*] + description :CharacterString [1..*] + type :CharacterString + campaign :TM_Period [1..*] + treatmentPlanCreation :DateTime + notes :CharacterString [0..1] «featureType» ProductPreparation + productQuantity :Measure + solventQuantity :Measure [0..*] + safetyPeriod :TM_Period «dataType» ActiveIngredients + code :CharacterString [0..1] + ingredientName :CharacterString + ingredientAmount :Measure «codeList» DoseUnit + minimumDose :Measure + maximumDose :Measure «codeList» FormOfTreatmentValue + manual + applicationMachine + aerial «featureType» ManagementZone + code :Identifier + validFrom :DateTime [0..1] + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + notes :CharacterString + dateOfAnalysis :DateTime [0..*] «featureType» SoilType + soilType :CharacterString [1..*] «featureType» SoilTexture + soilTexture :SoilTextureType [1..*] «featureType» pH + pH :Measure [1..*] «featureType» OrganicMatter + organicMatter :Percent «featureType» ElectricConductivity + electricConductivity :Measure [1..*] «featureType» ZonePolygon + area :Measure «dataType» CropType + name :CharacterString + scientificName :CharacterString + description :CharacterString + notes :CharacterString + seedingAdvice :CharacterString + harvestingAdvice :CharacterString 0..* 1..* +contains 1..* HoldingSites 1..* 0..* +containsZone 0..* +HoldingPlot 0..* +containsPlot 1..* HoldingPlots 0..* 0..1 0..1 0..* 0..* +crop 0..* Treatment attribute Value Intervention type herbicide application Status ongoing Intervention start 2015-04-22 Supervisor John First, senior manager, phone 7435 Dosing 240 litres Application width 25 meters Form of treatment Application machine Product Roundup® … … Product attribute Value Product code 01475200 Product name Roundup® Product type herbicide Manufacturer MONSANTO® Register URL http://agro-register.cz/?1475 Safety instructions Eye contact: may cause may cause pain, redness and tearing based on toxicity studies. …
  • 12. 12www.foodie-project.eu Core Data Model class Foodie Core Data Model v4.1 proposal «featureType» Agricultural and Aquaculture Facilities Model::Holding «featureType» Agricultural and Aquaculture Facilities Model:: Site + code :Identifier + geometry :GM_Object + activity :EconomicActivityNACEValue [1..*] + validFrom :DateTime + validTo :DateTime [0..1] + beginLifespanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] «voidable» + includesAnimal :FarmAnimalSpecies [0..*] «dataType» Agricultural and Aquaculture Facilities Model:: FarmAnimalSpecies «voidable» + livestock :LivestockSpeciesValue [0..*] + aquaculture :AquacultureSpeciesValue [0..*] «featureType» Activity Complex::ActivityComplex + inspireId :Identifier + thematicId :ThematicIdentifier [0..*] + geometry :GM_Object + function :Function [1..*] + userId :CharacterString «voidable» + name :CharacterString [0..1] + validFrom :DateTime + validTo :DateTime [0..1] «voidable, lifeCycleInfo» + beginLifespanVersion :DateTime + endLifespanVersion :DateTime [0..1] «featureType» Plot + code :Identifier + validFrom :DateTime + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + description :CharacterString [0..1] + originType :OriginTypeValue «featureType» Treatment + quantity :Measure [1..*] + tractorId :CharacterString [0..*] + machineId :CharacterString [0..*] + motionSpeed :Measure [0..1] + pressure :Measure [0..1] + flowAdjustment :Measure [0..1] + applicationWidth :Measure [0..1] + areaDose :DoseUnit [0..1] + formOfTreatment :FormOfTreatmentValue [1..*] + treatmentPurpose :TreatmentPurposeValue [0..*] + treatmentDescription :CharacterString [0..1] «dataType» 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] «codeList» TreatmentPurposeValue + weed + pest + disease «featureType» CropSpecies + beginDate :Date + endDate :Date [0..1] + cropArea :GM_Object + cropSpecies :CropType [1..*] + production :ProductionType [0..*] «featureType» Product + productCode :CharacterString [0..*] + productName :CharacterString [1..*] + productType :CharacterString + productSubType :CharacterString [0..*] + productKind :ProductKindValue + description :CharacterString [0..1] + manufacturer :CI_ResponsibleParty [1..*] + nutrients :NutrientsType [0..*] + safetyInstructions :CharacterString [0..1] + storageHandling :CharacterString [0..1] + registrationCode :CharacterString [0..*] + registerUrl :URL [0..*] «featureType» SoilNutrients + nutrientName :GenericName + nutrientAmount :Measure + nutrientMeasure :CharacterString «codeList» ProductKindValue + organic + mineral «dataType» SoilTextureType + clay :Percent + silt :Percent + sand :Percent «dataType» ProductionType + productionDate :Date + variety :CharacterString + productionAmount :Measure + productionAnalysis :ProductionAnalysisType [0..*] «dataType» ProductionAnalysisType + productionAnalysisDate :Date + property :Measure «codeList» OriginTypeValue + manual + system «featureType» Alert + code :Identifier + type :CharacterString [1..*] + description :CharacterString [0..1] + checkedByUser :Boolean + alertDate :Date + alertGeometry :GM_Object «featureType» Intervention + type :CharacterString + description :CharacterString + notes :CharacterString [0..1] + status :CharacterString + creationDateTime :DateTime + interventionStart :DateTime + interventionEnd :DateTime [0..1] + interventionGeometry :GM_Object [1..*] + supervisor :CI_ResponsibleParty [0..1] + operator :CI_ResponsibleParty [0..*] + evidenceParty :CI_ResponsibleParty [1..*] «featureType» TreatmentPlan + treatmentPlanCode :CharacterString [0..*] + description :CharacterString [1..*] + type :CharacterString + campaign :TM_Period [1..*] + treatmentPlanCreation :DateTime + notes :CharacterString [0..1] «featureType» ProductPreparation + productQuantity :Measure + solventQuantity :Measure [0..*] + safetyPeriod :TM_Period «dataType» ActiveIngredients + code :CharacterString [0..1] + ingredientName :CharacterString + ingredientAmount :Measure «codeList» DoseUnit + minimumDose :Measure + maximumDose :Measure «codeList» FormOfTreatmentValue + manual + applicationMachine + aerial «featureType» ManagementZone + code :Identifier + validFrom :DateTime [0..1] + validTo :DateTime [0..1] + beginLifeSpanVersion :DateTime + endLifeSpanVersion :DateTime [0..1] + geometry :GM_Object [1..*] + notes :CharacterString + dateOfAnalysis :DateTime [0..*] «featureType» SoilType + soilType :CharacterString [1..*] «featureType» SoilTexture + soilTexture :SoilTextureType [1..*] «featureType» pH + pH :Measure [1..*] «featureType» OrganicMatter + organicMatter :Percent «featureType» ElectricConductivity + electricConductivity :Measure [1..*] «featureType» ZonePolygon + area :Measure «dataType» CropType + name :CharacterString + scientificName :CharacterString + description :CharacterString + notes :CharacterString + seedingAdvice :CharacterString + harvestingAdvice :CharacterString 0..* 1..* +contains 1..* HoldingSites 1..* 0..* +containsZone 0..* +HoldingPlot 0..* +containsPlot 1..* HoldingPlots 0..* 0..1 0..1 0..* 0..* +crop 0..*
  • 13. 13www.foodie-project.eu  Machinery fleet monitoring  Extending the INSPIRE data model for Transport Networks • SDI4Apps, OpenTransportNet, Plan4All,… Transport Data Model
  • 14. 14www.foodie-project.eu  Adopted from OGC/ISO 19156 Observations and Measurements  Meteorological and pedological characteristics Sensor Data Model
  • 15. 15www.foodie-project.eu  Extension of OGC/ISO 19156 Observations and Measurements • multimedia support, classifications of measurements etc. VGI Data Model
  • 16. 16www.foodie-project.eu Data Integration Linked Data as Federated Layer  Input datasets: • EU datasets  Smart Points of Interest - SPOI  Open Land Use - OLU  Open Transport Map - OTM • Open Czech datasets:  LPIS data  Water bodies  Erosion zones  Soil Maps • Farm (private) datasets - Farm Rostenice:  Field boundaries  Crop maps  Yield records  Model specification: • Reuse FOODIE ontology + general & Czech specific extensions
  • 17. 17www.foodie-project.eu Data Integration Linked Data as Federated Layer  Tools used • D2RQ for the transformation of relational databases • Geotriples for the transformation of shapefiles • RDF for the representation of data • Ontologies providing the underlying vocabulary and relations • Virtuoso for storing the semantic datasets • Sparql for querying semantic data • Silk for discovery of links • Hslayers NG for visualisation of data • Metaphactory for visualisation of data  RDF datasets (as Linked Data) • Sparql endpoint: https://www.foodie-cloud.org/sparql • Over 850 million triples  Private data handling • Graph-based security: private data accessible only via credentials (Note: demo data now is open) D2R Q