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Can Sentinel data revolutionize CAP processes? Grega Milcinski [email protected]

Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

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Page 1: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Can Sentinel data revolutionize CAP processes?

Grega Milcinski

[email protected]

Page 2: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Contents

Short intro in technology

CAP related use-cases

Possible obstacles on the way

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Page 3: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

About Sinergise

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Page 4: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

About Sinergise

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Page 5: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Status of satellite imagery

5

GeoEye,WorldView,QuickBird

RapidEye Sentinel-2

Resolution 0.3m-0.6m 5m 10mSensors 4-8bands 4bands 13bands

RevisittimeOnlyfortasked

ordersOnlyfortasked

orders5days

Archivepriceforsingleimagery

75.000-350.00040.000

Free

Taskingpriceforsingleimagery

200.000-500.000

Archivepriceformonthlyimagery(annual)

1MIO-4MIO

0.5MIOTaskingpriceformonthlyimagery(annual)

2.5MIO-5MIO

Multi-uselicense +45% +50% *Price is calculated on “average country” level – 50.000 sq.km

Page 6: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Images

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Page 7: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Sentinel data at your fingertips

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Page 8: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Why is it difficult to work with?

JP2000

Complex structure (one image per band)

Sentinel Toolbox problems

Storage volume, processing

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Page 9: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Giselle multi-temporal and multi-spectral archival

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Re

co

m

m

en

da

tio

ns

Automatic

corrections

Storage

User interface,

configuration

Direct use

through

Geopedia

Integration in

apps through

web-services

Page 10: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Sentinel on Geopedia

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Page 11: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

WMS

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Page 12: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Playing with sensor bands

Page 13: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Playing with sensor bands

Page 14: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Vegetation indices

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Page 15: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Time lapse

Page 16: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Statistical analysis

Page 17: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

How can CAP benefit from Sentinel?

Statistics (e.g. land use change)

Claims submission process / LPIS Update

Controls

Helping farmers

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Page 18: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Claims submission process / LPIS Update

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Page 19: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Claims submission process/ LPIS Update

Show recent image

• helps with delineation of farmer blocks

Show last year’s activity

• was there some farming activity?

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Page 20: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Controls

CWRS – photo-interpretation phase

• additional information provide deeper insight

OTS - preparation prior to control

OTS – post-mortem of the control

Risk analysis based on continuous monitoring

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Page 21: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Statistical analysis – separation of crops

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Page 22: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

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Selection of zones

Satellite imagery acqusition Selection

Manual photo-interpretation

Rapid field-visit Follow-up

CWRS as it is today CWRS of the future

Ongoing ingestion of EO

data

Automatic identification of

problems

Manual post-selection

Manual photo-interpretation

Rapid field-visit Follow-up

Selection of zones

Satellite imagery acquisition

Selection

Manual photo-interpretation

Rapid field-visit

Follow-up

Ongoing ingestion of EO data

Automatic identification of

problems

Manual post-selection

Manual photo-interpretation

Rapid field-visit

Follow-up

Page 23: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Controls

Whole country’s area is checked

OTS/CWRS only focuses to identified

problematic parcels

• + small random sample

Most of the work is automated

Farmers know they are being watched

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Page 24: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Helping farmers...

Weekly monitoring of vegetation state, early alert

system

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Page 25: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Vegetation development monitoring

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Page 26: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Obstacles – resolution

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Page 27: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Obstacles – resolution

HR, not VHR

Not good enough for digitization of borders

Multi-spectral

Multi- temporal

Statistical observation

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Page 28: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Obstacles – accuracy, color correction

Spatial accuracy – 10m

• good enough for statistical analysis

• can be further improved with GCPs and better DEM

Level 1C – top of the atmosphere reflection

• Post-processing – atmospheric correction

• In the future done by ESA?

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Page 29: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Obstacles - clouds

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Page 30: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

Obstacle – legislation/usual way of business

Too good risk analysis?

Additional source of information – additional

work?

Should we use 25cm ortho if 1m is allowed?

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Page 31: Can Sentinel data revolutionize CAP processes?...Status of satellite imagery 5 GeoE ye, WorldView, Q uickB ird RapidE ye Sentinel-2 Resolution 0.3 m - 0.6 m 5 m 10 m Sensors 4-8 bands

More info

https://www.youtube.com/watch?v=tJiSg6ysCXo

http://sinergise.com/sentinel

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