22
Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30 th Nov 2017 LUCY KENNEDY – Spottitt CEO [email protected] +44 772 594 4643

Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

  • Upload
    others

  • View
    7

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Can Satellite Image Analysis Replace Manual Digitization?

GeoDATA London 30th Nov 2017

LUCY KENNEDY – Spottitt CEO

[email protected]

+44 772 594 4643

Page 2: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

• Why develop processes and services based on satellite imagery?

• Traditional barriers to using satellite imagery and what is changing.

• What is possible in-terms of creating GIS data from satellite imagery?

Agenda

Page 3: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

For every 100MWatt of installed onshore wind power somebody has spent over 500,000 Euro and 6 months of manual effort just searching for sites with suitable geography using out of data maps and information.

Could automation and satellite imagery be used to reduce cost and time to market of onshore wind

developments?

Context

Thus in 2014 the concept of Automated and On Demand remote sensing analysis was born and 3 Spottitt co-founders started their journey.

Thanks to European Space Agency co-funding July 2017 pre-commercial trails of the Spottittservice started with 8 customers.

Page 4: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Lots has changed and is going to keep changing:

Satellites becoming smaller and therefore cheaper to build and launch

Single satellite to constellations

Global coverage with high revisit frequency (Video)

Competition driving pricing and product spec.Open source and inter commercial providers

Why consider satellite imagery?

Sputnik launched 4 Oct 1957

>1000 satellites >2000 satellites >3000 satellites

From single satellites

To constellations

Page 5: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Global coverage and resolution of data

Why consider satellite imagery?

IKONOSrevisit 3-4 days4 meters1999

SPOT 1revisit 1-4 days20 meters1986

Earth-i3*per day<1 meterColour video2019

Geoeye-11.5 meters2008

Landsat 1&218 days80 meters1972

Landsat 815 days30 meters2013

Sentinel 25-8 days10 meters2015

Page 6: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Why consider satellite imagery?Similar picture for radar (SAR) satellite imagery

Page 7: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

The buying process is complex and often very manual

Traditional barriers?

• Online portals for search/purchase/download of imagery

• Growing number of image providers have APIs so you can seamlessly search, purchase and download imagery straight into your systems

• Still only a few services where you can search, purchase and download imagery from multiple commercial and non-commercial providers.

Page 8: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Commercial license agreements

Traditional barriers?

Competition and technical advancements forcing change

• Relaxing of many areas

• Creative business models

Page 9: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Just an expensive picture?

Traditional barriers?

• Cloud computing

• Advanced image analysis techniques

• Automation

Page 10: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Fully automated, cloud based, remote sensing analysis service, which allows customers to:• select their desired automated analysis – ranging from Land Cover Analysis through to

Turbine Positioning analysis • define their area of interest any where in the world• purchase the most recent satellite imagery and data from multiple sources• input their analysis parameters of choice e.g. minimum distance from buildings, roads etc.

and get results in a matter of minutes/hours.

“Quick, efficient, affordable. No earth observation knowledge or software required”.

Spottitt Service

Page 11: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

10s of centimetres

4-13 spectral bands

Pre-processing required

£0 – £14 per km2 (40cm achieve imagery)

Global coverage

High revisit frequency = low prob. tasking required

Satellite versus aerial photography ?

Centimetres

Typically 4 bands

Analysis ready

£0 - £35 per km2 (12.5 cm achieve imagery)

Regional/national coverage

Low revisit frequency = high prob. tasking required

Page 12: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Land Cover Analysis (Spottitt)

What is possible?

Complex rule based algorithms tailored to renewables sector which provide 6m resolution LCA’s anywhere in the world

Page 13: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Feature match – Wind turbines, storage tanks, (GeoVisual Search by Descartes Labs)

What is possible?

AI used to find similar features all across America

Page 14: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Feature extraction - Building recognition analysis(Spottitt)

What is possible?

Neural network trained on broad catalogue of global building types

Page 15: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Forestry and agricultural insights (Global Surface Intelligence)

What is possible?

Machine learning combined with high performance processing

Page 16: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Site selection (Spottitt)

What is possible?

Multi input analysis of exclusion zones and buffers to determine suitable sites.

Page 17: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Monitoring and change detection - Deforestation

What is possible?

Time-lapse based on satellite imagery

Page 18: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Monitoring and change detection – Water depth (Proteus Geo)

What is possible?

Satellite derived bathymetry

Page 19: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Can Satellite Image Analysis Replace Manual Digitization?

But………….it has an important role to play in the generation of valuable GIS products and services.

To answer the question?

Page 20: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Spottitt – Engage

• Follow our new LinkedIN page

• Goto https://geoportal.spottitt.com and sign in as a demo user to have a play.

• Come and say hello at stand 36

• Spottitt automation of complex EO and GIS analyses has numerous applications. Get in touch.

• Need automation and/or online delivery of a service you have developed: Maybe we can support you?

Page 21: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters
Page 22: Can Satellite Image Analysis Replace Manual Digitization?...Can Satellite Image Analysis Replace Manual Digitization? GeoDATA London 30th Nov 2017 ... SPOT 1 revisit 1-4 days 20 meters

Spottitt - ContactLucy [email protected]+44 7725 944 643

Spottitt Ltd.Electron BuildingFermi AvenueHarwellOX11 [email protected]

Login to our geoportal as a demo user at https://geoportal.spottitt.com

View our European Space Agency project page - https://artes-apps.esa.int/projects/spottitt