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Tiit Kutser
Estonian territorial waters mapped with sonar
Shallow water bathymetry is a problem
R² = 0.6793
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Bat
hym
etr
y d
ata
(m)
In situ data (m)
Estonian Maritime
Administration
hydrographic ship
Sentinel-2
Habitat mapping since 2005
About 26% of
Estonian territorial
waters covered
Habitat mapping since 2005
Drop video
Grab samples
~1.2 km2 = 0.00003%
~170 m2 = 0.0000004%
Absorption by pure water
Absorption very strong in red and NIR
Small change in water dept = detectable
difference in RS signal in red and NIR
High accuracy in depth estimation
10 cm depth variations easily detectable10 cm depth variations easily detectable
QuickBird
Baltic Sea vs. Oceanic waters
Lizard Island. Sentinel-2. Differet dates
Estonian west coast. HySpex imagery
Sen2coral plugin for SNAP
Lake Garda. Sentinel-2
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By Claudia Giardino
Estonian west coast. Sentinel-2
Estonian north coast. Sentinel-2
Impact of atmospheric correction
Impact of glint and atmospheric correction
Bright sand in shallow water Deep water
Impact of wind?
SDB for fish stock recovery
Some former bays potentially
very good fish spawning sites
Fish likes vegetation, but not
when it is reaching the surface
With remote sensing we
should be able to recognise
suitable areas
Validation tool
Thank you for your attention!