We're sorry but this page doesn't work properly without JavaScript enabled. Please enable it to continue.
Feedback

The State of Cloud-Native Geospatial

00:00
subtitles
off
playback rate
1
quality
1080p
subtitles
off
English (auto-generated)
playback rate
0.25
0.5
0.75
1
1.25
1.5
1.75
2
quality
1080p
720p
480p
360p
240p
0
 Cite
 Share
 Related Material
 Download Purchase
No logo availableFOSS4G
Logo of Open Source Geospatial Foundation (OSGeo)Open Source Geospatial Foundation (OSGeo)
 Hanson, Matthew

Formal Metadata

Title
The State of Cloud-Native Geospatial
Title of Series
Number of Parts
351
Author
License
CC Attribution 3.0 Unported:
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.
Identifiers
Publisher
Release Date
Language
Production Year2022

Content Metadata

Subject Area
Genre
Abstract
The vision of “Cloud-Native Geospatial” is a new paradigm of performing efficient computing and data access in the cloud in an interoperable way in order to achieve scalable and repeatable analysis of geospatial data. The last few years have seen major developments in open standards and open software that are helping make this vision possible, supporting full end to end interoperable workflows on remote sensing data, from data discovery to publishing of interoperable derived products. This talk will present the current state of the Spatio Temporal Asset Catalog (STAC) specifications (stac-spec and stac-api-spec), updates in the published STAC extensions, and the latest community developments around Analysis Ready Data (ARD). We will cover the landscape of current recommended cloud-optimized file formats, for raster, vector, and point-cloud data formats (COG, Zarr, GeoParquet, COPC). Finally, we will provide recommendations for open-source client software to use to take advantage of the emerging geospatial clouds.
Keywords
00:00
Query languageForestAverageTotal S.A.NumberBit rateElement (mathematics)ForestBuildingOpen sourceRight angleNeighbourhood (graph theory)Computer animation
00:59
Google EarthQuicksortView (database)Point cloudComputer animation
01:26
Point cloudDirected setScalabilityOnline-PublizierenProcess (computing)Visualization (computer graphics)Audio file formatService (economics)DemosceneVisualization (computer graphics)EstimatorAnalytic setReal numberReplication (computing)Scaling (geometry)Type theoryTerm (mathematics)DivisorCodeClient (computing)Scripting languageLaptopNumberScalabilityProcess (computing)Point cloudInternet service providerIntegrated development environmentObservational studyComputer animation
03:11
Open sourceStandard deviationService (economics)Audio file formatMetadataExploit (computer security)Standard deviationOpen sourceService (economics)Stack (abstract data type)BuildingComponent-based software engineeringInternet service providerRight angleQuicksortSet (mathematics)Audio file formatGeometryComputer animation
04:22
Element (mathematics)SpacetimeExistenceSatelliteInformationIntegrated development environmentDecision theoryOpticsImage resolutionElectric currentSurfaceRule of inferenceMobile appSoftwareWebsiteComputer-generated imagerySlide ruleOpen setWindows RegistryArtificial intelligenceFacebookDigital signalDecision tree learningComputer programRepository (publishing)Variety (linguistics)Stack (abstract data type)Point cloudRepository (publishing)Open setAudio file formatComputer animation
04:52
Data storage deviceComputer fileTesselationOrder (biology)Set (mathematics)Computer animation
05:15
GeometryMultiplication signFile archiverRight angleLink (knot theory)TesselationComputer animation
05:56
SineMetadataGeometrySharewareRight angleWeb portalComputer animation
06:38
Perspective (visual)Scale (map)Process (computing)Raster graphicsPerturbation theoryOpen setSpacetimeSatelliteSoftwareComputing platformLibrary catalogFluid staticsStandard deviationGoogolRepository (publishing)Product (business)HexagonMetadataClient (computing)ImplementationBit rateVideoconferencingCore dumpSuite (music)Interface (computing)Element (mathematics)Web crawlerInternationalization and localizationGeometryStack (abstract data type)Open sourceMathematical analysisTemporal logicPoint cloudField (computer science)Extension (kinesiology)RootLocal GroupLatent heatLink (knot theory)Library catalogFluid staticsMetadataRight angleInternetworkingUniform resource locatorStack (abstract data type)Point (geometry)Range (statistics)DemosceneGreatest elementComputer fileCore dumpExtension (kinesiology)Stability theoryLatent heatSelf-organizationGroup actionDatabaseLevel (video gaming)GradientConsistencyTesselationTemporal logicService (economics)Subject indexingStandard deviationMultiplication signStationary stateQuery languageComputer animationProgram flowchart
09:28
Software developerLatent heatRevision controlStack (abstract data type)Computer animation
10:07
Core dumpLink (knot theory)Field (computer science)Object (grammar)String (computer science)GeometryData typeFinitary relationExtension (kinesiology)Sheaf (mathematics)Data dictionaryRevision controlUniqueness quantificationInternet service providerDefault (computer science)MetadataUniform resource locatorElectronic mailing listRaster graphicsPixelMusical ensembleMetreSatelliteFrequencyImage resolutionMaxima and minimaProduct (business)AreaStandard deviationStatisticsOpen sourceIntegerPolarization (waves)CodeDimensional analysisComputer reservations systemNumberDirection (geometry)Range (statistics)Affine spaceTransformation (genetics)CoefficientAxonometric projectionPhysical systemCoordinate systemPoint cloudEstimationOpticsSample (statistics)Asynchronous Transfer ModeWaveAzimuthAverageAngular resolutionType theoryProcess (computing)Service (economics)Element (mathematics)Vector spaceOpen setLibrary catalogLanding pageInformationLocal GroupPredicate (grammar)CodeMetadataLink (knot theory)1 (number)Extension (kinesiology)RootLibrary catalogSoftwareStack (abstract data type)Core dumpQuicksortLatent heatComplex (psychology)Raster graphicsAdditionProjective planeDigital object identifierMusical ensembleCategory of beingGeometryRegular graphInheritance (object-oriented programming)Multiplication signRight angleSelf-organizationElectronic mailing listComputer fileComputer animation
12:14
Computer fileAudio file formatRaster graphicsPoint (geometry)Vector spaceData typeBitFile formatRight anglePoint cloudPoint (geometry)GeometryPixelCASE <Informatik>TesselationDefault (computer science)Set (mathematics)Computer fileAudio file formatComputer animation
13:18
Smith chartFile formatDiagramSet (mathematics)TesselationPoint cloudComputer fileData storage deviceCASE <Informatik>Centralizer and normalizerComputer animation
13:57
Audio file formatComputer fileStructural loadTime zoneComputer-generated imageryPlane (geometry)Function (mathematics)outputAxonometric projectionQuery languagePlot (narrative)Library catalogLetterpress printingImage resolutionInstallable File SystemEquivalence relationOpen setCubeDigital signalDimensional analysisService (economics)Personal digital assistantStandard deviationStorage area networkBootstrap aggregatingLaptopLibrary (computing)CASE <Informatik>TesselationQuicksortPoint cloudAudio file formatKey (cryptography)Open sourceLibrary catalogComputer fileDifferent (Kate Ryan album)Process (computing)ScalabilityPower (physics)Mathematical optimizationRight angleCubeData storage deviceBitOpen setReading (process)Standard deviationProjective planeNeuroinformatikMultiplication signGeometrySoftwareLatent heatServer (computing)Stack (abstract data type)ImplementationSoftware developerCodeWeightMetadataDatabaseComputer animation
18:33
PixelDigital signalQuantum stateSpacetimeComputerGoogolMultiplication signConsistencySlide ruleSet (mathematics)NeuroinformatikLibrary catalogPoint (geometry)Revision controlOpen sourceElement (mathematics)Subject indexingInformation privacyStack (abstract data type)Computer animation
19:41
Solid geometryQuantum statePhysical systemMedical imagingError messageOrientation (vector space)Computer-generated imageryOrbitSurfaceControl flowSubsetConsistencyFraction (mathematics)PixelScale (map)Image resolutionEntire functionUsabilityMathematical analysisSequenceSimilarity (geometry)MetadataGlobale BeleuchtungSphereRevision controlAverageTemporal logicInternet forumStandard deviationComputer animation
20:03
Library (computing)Utility softwareMetadataExecution unitField (computer science)Function (mathematics)Revision controlLibrary catalogEndliche ModelltheorieInformationRepository (publishing)ImplementationClient (computing)Router (computing)Element (mathematics)Common Language InfrastructureLocal ringWeb browserCore dumpContent (media)Table (information)Covering spaceInterface (computing)Line (geometry)Electronic visual displayOpen sourceSoftwareProjective planeOpen setClient (computing)Repository (publishing)Slide ruleRow (database)Utility softwareComputer animation
20:35
Computer fileRevision controlHard disk driveComputer fileTerm (mathematics)Multiplication signMedical imagingInformationPoint cloudRight angleDirectory serviceAlgorithmSocial classSource codeComputer animation
21:36
MetadataAlgorithmMetadataRevision controlUniform resource locatorCASE <Informatik>Computer animation
22:24
RootElement (mathematics)Inheritance (object-oriented programming)Core dumpProcess (computing)SoftwareComputing platformOpen sourceAlgorithmFunction (mathematics)Row (database)TrailInformationPrice indexRevision controlPoint cloudMetadataStack (abstract data type)Open sourceInversion (music)Computer animation
22:48
ArchitectureWavePower (physics)Service (economics)BuildingPoint cloudComputer animation
23:27
Computer animation
Transcript: English(auto-generated)