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Some current RS developments GIMA: Geographical Information Management and Applications

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Page 1: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

Some current RS developments

GIMA Geographical Information Managementand Applications

Google Earth Engine

Time lapse httpsearthenginegooglecomtimelapse Can you think of a few applications

2014-10-18

0 5 km

0 10 km

Deforestation pattern in Bolivia ldquoseenrdquo by the Sentinel-1 Radar satellite

2015-09-07

0 5 km

Logging roads

Logging patterns

Europe Sentinel-2 satellite

8

Europe Sentinel-2 satellite

9

Sentinel-2 image 26 August 2016

Sentinel Playground

Play around yourself with Sentinel-2 data at the playground

Unmanned Aerial Vehicles (drones)

SatellitesAirplanes

UAVs

In-situ

lsquorsquoBridging the gaprsquorsquo

Complete scan agricultural fields

UAV image translated into sprayer taskmap

Image courtesy Terrasphere PRI van den Borne Aardappels

Are microsatellites the future

More info httpswwwplanetcom

httpsdirectoryeoportalorgwebeoportalsatellite-missionsfflock-1

Planet Labs launched 88 Dove satellites on 15 Feb 2017 and another 48 on 14 July 2017

Our planet at a glance

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics
Page 2: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

Google Earth Engine

Time lapse httpsearthenginegooglecomtimelapse Can you think of a few applications

2014-10-18

0 5 km

0 10 km

Deforestation pattern in Bolivia ldquoseenrdquo by the Sentinel-1 Radar satellite

2015-09-07

0 5 km

Logging roads

Logging patterns

Europe Sentinel-2 satellite

8

Europe Sentinel-2 satellite

9

Sentinel-2 image 26 August 2016

Sentinel Playground

Play around yourself with Sentinel-2 data at the playground

Unmanned Aerial Vehicles (drones)

SatellitesAirplanes

UAVs

In-situ

lsquorsquoBridging the gaprsquorsquo

Complete scan agricultural fields

UAV image translated into sprayer taskmap

Image courtesy Terrasphere PRI van den Borne Aardappels

Are microsatellites the future

More info httpswwwplanetcom

httpsdirectoryeoportalorgwebeoportalsatellite-missionsfflock-1

Planet Labs launched 88 Dove satellites on 15 Feb 2017 and another 48 on 14 July 2017

Our planet at a glance

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics
Page 3: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

2014-10-18

0 5 km

0 10 km

Deforestation pattern in Bolivia ldquoseenrdquo by the Sentinel-1 Radar satellite

2015-09-07

0 5 km

Logging roads

Logging patterns

Europe Sentinel-2 satellite

8

Europe Sentinel-2 satellite

9

Sentinel-2 image 26 August 2016

Sentinel Playground

Play around yourself with Sentinel-2 data at the playground

Unmanned Aerial Vehicles (drones)

SatellitesAirplanes

UAVs

In-situ

lsquorsquoBridging the gaprsquorsquo

Complete scan agricultural fields

UAV image translated into sprayer taskmap

Image courtesy Terrasphere PRI van den Borne Aardappels

Are microsatellites the future

More info httpswwwplanetcom

httpsdirectoryeoportalorgwebeoportalsatellite-missionsfflock-1

Planet Labs launched 88 Dove satellites on 15 Feb 2017 and another 48 on 14 July 2017

Our planet at a glance

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics
Page 4: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

2015-09-07

0 5 km

Logging roads

Logging patterns

Europe Sentinel-2 satellite

8

Europe Sentinel-2 satellite

9

Sentinel-2 image 26 August 2016

Sentinel Playground

Play around yourself with Sentinel-2 data at the playground

Unmanned Aerial Vehicles (drones)

SatellitesAirplanes

UAVs

In-situ

lsquorsquoBridging the gaprsquorsquo

Complete scan agricultural fields

UAV image translated into sprayer taskmap

Image courtesy Terrasphere PRI van den Borne Aardappels

Are microsatellites the future

More info httpswwwplanetcom

httpsdirectoryeoportalorgwebeoportalsatellite-missionsfflock-1

Planet Labs launched 88 Dove satellites on 15 Feb 2017 and another 48 on 14 July 2017

Our planet at a glance

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics
Page 5: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

Europe Sentinel-2 satellite

8

Europe Sentinel-2 satellite

9

Sentinel-2 image 26 August 2016

Sentinel Playground

Play around yourself with Sentinel-2 data at the playground

Unmanned Aerial Vehicles (drones)

SatellitesAirplanes

UAVs

In-situ

lsquorsquoBridging the gaprsquorsquo

Complete scan agricultural fields

UAV image translated into sprayer taskmap

Image courtesy Terrasphere PRI van den Borne Aardappels

Are microsatellites the future

More info httpswwwplanetcom

httpsdirectoryeoportalorgwebeoportalsatellite-missionsfflock-1

Planet Labs launched 88 Dove satellites on 15 Feb 2017 and another 48 on 14 July 2017

Our planet at a glance

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics
Page 6: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

Europe Sentinel-2 satellite

9

Sentinel-2 image 26 August 2016

Sentinel Playground

Play around yourself with Sentinel-2 data at the playground

Unmanned Aerial Vehicles (drones)

SatellitesAirplanes

UAVs

In-situ

lsquorsquoBridging the gaprsquorsquo

Complete scan agricultural fields

UAV image translated into sprayer taskmap

Image courtesy Terrasphere PRI van den Borne Aardappels

Are microsatellites the future

More info httpswwwplanetcom

httpsdirectoryeoportalorgwebeoportalsatellite-missionsfflock-1

Planet Labs launched 88 Dove satellites on 15 Feb 2017 and another 48 on 14 July 2017

Our planet at a glance

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics
Page 7: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

Sentinel-2 image 26 August 2016

Sentinel Playground

Play around yourself with Sentinel-2 data at the playground

Unmanned Aerial Vehicles (drones)

SatellitesAirplanes

UAVs

In-situ

lsquorsquoBridging the gaprsquorsquo

Complete scan agricultural fields

UAV image translated into sprayer taskmap

Image courtesy Terrasphere PRI van den Borne Aardappels

Are microsatellites the future

More info httpswwwplanetcom

httpsdirectoryeoportalorgwebeoportalsatellite-missionsfflock-1

Planet Labs launched 88 Dove satellites on 15 Feb 2017 and another 48 on 14 July 2017

Our planet at a glance

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics
Page 8: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

Sentinel Playground

Play around yourself with Sentinel-2 data at the playground

Unmanned Aerial Vehicles (drones)

SatellitesAirplanes

UAVs

In-situ

lsquorsquoBridging the gaprsquorsquo

Complete scan agricultural fields

UAV image translated into sprayer taskmap

Image courtesy Terrasphere PRI van den Borne Aardappels

Are microsatellites the future

More info httpswwwplanetcom

httpsdirectoryeoportalorgwebeoportalsatellite-missionsfflock-1

Planet Labs launched 88 Dove satellites on 15 Feb 2017 and another 48 on 14 July 2017

Our planet at a glance

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics
Page 9: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

Unmanned Aerial Vehicles (drones)

SatellitesAirplanes

UAVs

In-situ

lsquorsquoBridging the gaprsquorsquo

Complete scan agricultural fields

UAV image translated into sprayer taskmap

Image courtesy Terrasphere PRI van den Borne Aardappels

Are microsatellites the future

More info httpswwwplanetcom

httpsdirectoryeoportalorgwebeoportalsatellite-missionsfflock-1

Planet Labs launched 88 Dove satellites on 15 Feb 2017 and another 48 on 14 July 2017

Our planet at a glance

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics
Page 10: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

Complete scan agricultural fields

UAV image translated into sprayer taskmap

Image courtesy Terrasphere PRI van den Borne Aardappels

Are microsatellites the future

More info httpswwwplanetcom

httpsdirectoryeoportalorgwebeoportalsatellite-missionsfflock-1

Planet Labs launched 88 Dove satellites on 15 Feb 2017 and another 48 on 14 July 2017

Our planet at a glance

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics
Page 11: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

UAV image translated into sprayer taskmap

Image courtesy Terrasphere PRI van den Borne Aardappels

Are microsatellites the future

More info httpswwwplanetcom

httpsdirectoryeoportalorgwebeoportalsatellite-missionsfflock-1

Planet Labs launched 88 Dove satellites on 15 Feb 2017 and another 48 on 14 July 2017

Our planet at a glance

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics
Page 12: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

Are microsatellites the future

More info httpswwwplanetcom

httpsdirectoryeoportalorgwebeoportalsatellite-missionsfflock-1

Planet Labs launched 88 Dove satellites on 15 Feb 2017 and another 48 on 14 July 2017

Our planet at a glance

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics
Page 13: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

Our planet at a glance

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics
Page 14: GIMA: Geographical Information Management and Applications...FLEX Candidates Operational Meteorology Meteosat MSG EPS (MetOp) MTG Post-EPS (or MetOp-SG) GMES Sentinel 1 Sentinel 2

Next topics

bull Spectral signaturebull Multispectral scanningbull Microwave remote sensingbull Image pre-processingbull Digital image processing

See wwwgeo-informatienlcoursesgima_rs

  • Some current RS developments
  • Google Earth Engine
  • Slide Number 3
  • Slide Number 4
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Europe Sentinel-2 satellite
  • Europe Sentinel-2 satellite
  • Sentinel-2 image 26 August 2016
  • Sentinel Playground
  • Slide Number 12
  • Unmanned Aerial Vehicles (drones)
  • Complete scan agricultural fields
  • UAV image translated into sprayer taskmap
  • Are microsatellites the future
  • Our planet at a glance
  • Next topics