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Covariate data and spatial mapping

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Title
Covariate data and spatial mapping
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8
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CC Attribution 3.0 Germany:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor.
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Production Year2022
Production PlaceWageningen

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Abstract
This talk first touched on why we use maps at all then look at the factors (“covariates”) that drive disease occurrence. The session led by William Wint (E.R.G.O., UK) & Cederic Marsboom (Avia-GIS, Belgium) examines what these covariates might be and identify the environmental, agricultural, socio-economic, ecological and climatic parameters that can best contribute to spatial modelling. It is also important to know where these data can be found, what are the pros and cons of different data sources for the common covariate variables, and what datasets can be used for different types of models. The available covariate data are not always in a form that is convenient for spatial modellers and the session will provide examples of the processing and selection needed to provide modellers with what they need. Finally, the use of selected covariates in spatial models is be discussed and illustrated with worked examples.
Keywords
Interior (topology)Computer programMenu (computing)Formal grammarMathematical modelContext awarenessBitProjective planeData miningComputer-assisted translationMetropolitan area networkComputer animation
James Waddell Alexander IIProcess modelingDisintegrationImplementationDistribution (mathematics)Type theoryTransmitterData transmissionParameter (computer programming)Linear regressionNichtlineares GleichungssystemCalculationVariable (mathematics)Mathematical modelExtrapolationMathematical analysisPixelComputer-generated imagerySample (statistics)Point (geometry)Square numberImage resolutionDevice driverExpert systemIterationGoogolDependent and independent variablesChannel capacityRevision controlUsabilityBoundary value problemFile formatMaß <Mathematik>Temporal logicAreaProjective planeMathematical modelCASE <Informatik>Key (cryptography)Mathematical analysisNumberField (computer science)Different (Kate Ryan album)Uniform resource locatorIncidence algebraQuicksortDevice driverStatisticsStandard deviationProcess modelingFunction (mathematics)AutocovarianceTerm (mathematics)Vector spaceWave packetExtrapolationBitStructural loadElectronic mailing listForm (programming)System callMultiplication signPerspective (visual)Range (statistics)Moment (mathematics)Set (mathematics)DivisorDistribution (mathematics)1 (number)Type theoryData managementValidity (statistics)Computer animation
Sample (statistics)Revision controlParameter (computer programming)UsabilityMaß <Mathematik>File formatTemporal logicBoundary value problemJames Waddell Alexander IIIntegrated development environmentClassical physicsDevice driverType theoryProcess modelingVector spaceSpeciesRaster graphicsExecution unitPolygonAreaMathematical modelSampling (statistics)Boundary value problemBitProjective planeTexture mappingSystem administratorTime zoneAutocovarianceFile archiverFraction (mathematics)Order (biology)Set (mathematics)Square numberImage resolutionIntegrated development environmentDifferent (Kate Ryan album)Extension (kinesiology)Data analysisDistribution (mathematics)1 (number)MappingLevel (video gaming)Incidence algebraPixelStandard deviationQuicksortRight anglePopulation densityVertex (graph theory)MetreInformationElectronic mailing listComputer animation
James Waddell Alexander IIDevice driverClassical physicsIntegrated development environmentType theoryParameter (computer programming)SurfaceWorkstation <Musikinstrument>Source codeImage resolutionAverageProcess (computing)VaporSet (mathematics)InterpolationForestThermal radiationRippingPairwise comparisonProduct (business)AerodynamicsPrice indexVapor pressureWorkstation <Musikinstrument>SatelliteVariable (mathematics)QuicksortReal-time operating systemParameter (computer programming)Information1 (number)Time seriesImage resolutionFile archiverMeasurementProduct (business)Price indexTheory of relativityRoundness (object)Multiplication signDependent and independent variablesConsistencyMaxima and minimaSet (mathematics)PreprocessorClassical physicsComplex (psychology)Pairwise comparisonRange (statistics)Type theoryAnnihilator (ring theory)Different (Kate Ryan album)Internet service providerRemote procedure callMetreReduction of orderComputer animation
InterpolationProduct (business)Process (computing)Image resolutionSimilarity (geometry)Parameter (computer programming)James Waddell Alexander IISimilarity (geometry)SoftwareFile archiverMedical imagingQuicksortTime seriesBitAnalytic continuationComputer animation
Mathematical modelHill differential equationJames Waddell Alexander IIVariable (mathematics)Set (mathematics)Basis <Mathematik>Medical imagingVariable (mathematics)Maxima and minimaQuicksortReduction of orderRange (statistics)Time seriesMathematical modelCumulantDreizehn1 (number)Computer animation
Arithmetic meanJames Waddell Alexander IIParameter (computer programming)Price indexPhase transitionLevel (video gaming)Process modelingFourier seriesFreewareSineTrigonometric functionsGreatest elementWaveProcess modelingSeries (mathematics)Function (mathematics)Cycle (graph theory)Set (mathematics)Point (geometry)MathematicianParameter (computer programming)1 (number)Matching (graph theory)Maxima and minimaMeasurementLevel (video gaming)Time seriesMultiplication signVariable (mathematics)Computer animation
Moving averagePhase transitionJames Waddell Alexander IISample (statistics)Different (Kate Ryan album)QuicksortLevel (video gaming)PlotterRow (database)Mobile WebVariable (mathematics)Maxima and minimaAreaTheory of relativityComputer animation
Computer networkJames Waddell Alexander IILevel (video gaming)Moment (mathematics)Direction (geometry)PixelMathematicsMusical ensembleAverageAverageParameter (computer programming)QuicksortPixelDistanceRow (database)AreaRight angleNumberAutocovarianceLengthTime seriesMusical ensembleFourier seriesProjective planeTheory of relativityDifferent (Kate Ryan album)Maxima and minimaSet (mathematics)Variable (mathematics)FrequencySimilarity (geometry)Workstation <Musikinstrument>Link (knot theory)1 (number)Pattern languageComputer animation
CompilerLink (knot theory)James Waddell Alexander IIStructural loadTexture mappingSurgeryPlotterMappingLevel (video gaming)File formatDatabaseDifferent (Kate Ryan album)QuicksortChannel capacityOpen setInformationDependent and independent variablesComputer animation
Parameter (computer programming)Mathematical modelPopulation densityJames Waddell Alexander IIRaster graphicsSpreadsheetPoint (geometry)Nichtlineares GleichungssystemGoogolFile formatImage resolutionMathematical analysisComputer-generated imageryPoint cloudFehlende DatenData storage deviceTesselationStructural loadMedical imagingTexture mappingWindowBitProcess modelingNumberGoodness of fitMathematical modelRow (database)Combinational logicDifferent (Kate Ryan album)Projective planeState observerSatelliteComputer fileInformationSet (mathematics)Term (mathematics)Square numberLine (geometry)Raw image formatCategory of beingCASE <Informatik>Point (geometry)PixelWell-formed formulaUniform resource locatorRaster graphicsFile formatTheoryLevel (video gaming)Computer animation
James Waddell Alexander IIProcess modelingKey (cryptography)Vector spaceDifferent (Kate Ryan album)Goodness of fitTheory of relativityGroup actionSlide ruleTexture mappingBitMappingSet (mathematics)Direction (geometry)Derivation (linguistics)Parameter (computer programming)Workstation <Musikinstrument>Raw image formatMathematical modelComputer animation
James Waddell Alexander IIMathematical modelData transmissionPerspective (visual)Vector spaceDifferent (Kate Ryan album)IterationMathematical modelQuicksortAnnihilator (ring theory)BitInclusion mapComputer animation
James Waddell Alexander IILimit (category theory)Mathematical modelCombinational logicAreaDerivation (linguistics)Auditory maskingPolygonPoint (geometry)Variable (mathematics)Process modelingBit
Expandierender GraphMereologyPolygonIntegrated development environmentJames Waddell Alexander IIMathematical modelParameter (computer programming)BitProcess modelingComputer animation
Mathematical modelRegular graphComputer-generated imageryFunction (mathematics)Order (biology)Process modelingArithmetic meanCombinational logicMathematical modelGreatest elementOverlay-NetzDegree (graph theory)Texture mappingAuditory maskingBitAnnihilator (ring theory)Validity (statistics)Green's functionAutocovarianceCategory of beingComputer animation
MassMathematical modelData transmissionSample (statistics)InformationJames Waddell Alexander IIBitMathematical modelAutocovarianceFunction (mathematics)Order (biology)Dynamical systemProcess modelingProjective planeQuicksortSatelliteMultiplication signMappingWater vaporAreaPixelSystem administratorPopulation densityTime zoneComputer animation
James Waddell Alexander IIDistribution (mathematics)State of matterFluid staticsProcess modelingVector spaceQuicksortArrow of timeUniform resource locatorDistribution (mathematics)Population densityRow (database)SpeciesComputer virusPoint (geometry)Human migrationGreatest elementDifferent (Kate Ryan album)NumberComputer animation
Mathematical modelSpeciesAdditionOverlay-NetzBinary fileMassEstimationVariable (mathematics)James Waddell Alexander IIRankingPrice indexNumberMoment (mathematics)Price indexVector spaceSpeciesVariable (mathematics)MultiplicationNumberWeightProcess modelingComputer animation
Weight functionComputer virusAsynchronous Transfer ModeWeightFinite element methodSoftware bugJames Waddell Alexander IISpeciesPrice indexSet (mathematics)NumberQuicksortRight angleDistribution (mathematics)SpeciesVector spaceWeightElectronic mailing listFigurate numberCharacteristic polynomialUnsupervised learningBitTrailCombinational logicTexture mappingTime zoneMathematical modelMoment (mathematics)Different (Kate Ryan album)Process modelingAreaSet (mathematics)1 (number)DialectExpert systemComputer virusComputer animation
Device driverText miningFinitary relationFunction (mathematics)James Waddell Alexander IIParameter (computer programming)Scale (map)Image resolutionFile formatQuicksortMappingMathematical modelProxy serverLevel (video gaming)Function (mathematics)Basis <Mathematik>Text miningAutocovarianceProjective planeCountingComputer animation
James Waddell Alexander IICountingArchaeological field surveyTerm (mathematics)Feasibility studyData storage deviceInformation privacyPhysical lawVisualization (computer graphics)File formatLink (knot theory)Parameter (computer programming)Latent heatProduct (business)Level (video gaming)Decision theoryOpen setMathematical modelPlanningQuicksortCountingArchaeological field surveyNumberFile formatFunction (mathematics)MappingDifferent (Kate Ryan album)Mathematical modelComputing platformSatelliteControl flowPopulation densityAutocovarianceCASE <Informatik>Incidence algebraOpen setProgramming paradigmInformationBitShared memoryMathematical analysisProjective planeComputer animation
Computer filePredictabilityObservational studyEstimatorQuicksortRoutingDependent and independent variablesDatabaseRandomizationSource codeCASE <Informatik>Repository (publishing)Process modelingSet (mathematics)Grand Unified TheoryMathematical analysisSpecial unitary groupSatelliteProcess (computing)Different (Kate Ryan album)Level (video gaming)Procedural programmingArchaeological field surveyNumberVariable (mathematics)View (database)Lecture/ConferenceComputer animation
Different (Kate Ryan album)Type theoryMusical ensembleSet (mathematics)Mathematical modelInformationMultiplication signMoore's lawTransformation (genetics)Control flowQuicksortRight angleOffice suiteWater vapor1 (number)AutocovarianceProcess modelingCharacteristic polynomialForcing (mathematics)Source codeMathematical analysisExterior algebraBitServer (computing)MetreBasis <Mathematik>Game theoryTesselationFlow separationStandard deviationNumberComputer animation
OutlierHausdorff dimensionDiscrete element methodGeneral linear modelMusical ensembleMathematical modelDistribution (mathematics)GradientPolygonSystem callEmailSelectivity (electronic)outputMathematical modelResultantSet (mathematics)Projective planeProcess modelingPolygonMappingLatent heatAutocovariancePoint (geometry)Function (mathematics)Integrated development environmentForm (programming)Goodness of fitSystem administratorMathematical analysisLine (geometry)Extension (kinesiology)Texture mappingDifferent (Kate Ryan album)SpacetimeCalculationBitFlow separationWave packetPredictabilityDiagram
Vector potentialPredictabilityDistribution (mathematics)outputProcess modelingMultiplication signMathematical modelScaling (geometry)Function (mathematics)Set (mathematics)Uniform resource locatorComputer animation
Pattern languageSound effectMatrix (mathematics)PredictabilityStudent's t-testRange (statistics)Mathematical modelTransportation theory (mathematics)VideoconferencingImage resolutionOperator (mathematics)Mobile WebDynamical systemInformationCASE <Informatik>BitMathematical analysisScaling (geometry)Musical ensembleDifferent (Kate Ryan album)Latent heatVirtual machineWave packetFunction (mathematics)Flow separationPairwise comparisonTheoryoutputComputer animation
Mathematical modelMathematical analysisMobile appMathematical modelDistribution (mathematics)BitRaster graphicsSatelliteAutocovarianceMultiplication signComputer animationProgram flowchart
Price indexRaster graphicsCASE <Informatik>Execution unitScaling (geometry)System administratorAutocovarianceNetwork topologyDistribution (mathematics)Mathematical modelSatelliteAreaDifferent (Kate Ryan album)Control flowXMLComputer animation
GoogolMathematical analysisSoftware developerLattice (order)Projective planeMilitary baseBitMedical imagingType theoryLevel (video gaming)SatelliteSupercomputerProcess modelingComputing platformLaptopMultiplication signCalculationResultantComputer animation
SoftwareVisualization (computer graphics)Integrated development environmentVector spaceExpert systemEvent horizonAerodynamicsProcess (computing)Demo (music)Data storage deviceLatent heatComputing platformFunction (mathematics)Module (mathematics)CASE <Informatik>Computer animationXML
Computer configurationIterationProcess modelingSheaf (mathematics)Set (mathematics)Musical ensembleProcess modelingComputer configurationMathematical modelReduction of orderDifferent (Kate Ryan album)Latent heatGroup actionComputer animation
Mathematical modelMetropolitan area networkDevice driverParameter (computer programming)Roundness (object)CircleXMLComputer animationProgram flowchart
Transcript: English(auto-generated)