karel martínek [email protected] karel.martinek ... · karel martínek...

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Remote sensing introduction Karel Martínek [email protected] [email protected] electromagnetic radiation, sensing, images

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Page 1: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

Remote sensing

introduction

Karel Martínek

[email protected]

[email protected]

electromagnetic radiation, sensing, images

Page 2: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

Remote sensing

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Page 3: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

electromagnetic radiation

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Page 4: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

interactions with the atmosphere

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scatteringabsorption

Page 5: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

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Page 6: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

interactions with Earth surface materials

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Page 7: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

passive vs. active sensors

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Page 8: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

images

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raster image

pixel/cell

DN digital number

(pixel value)

panchromatic vs colour image

Page 9: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

sensors

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Page 10: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

satellite characteristics

geostationary

near polar orbit

swath

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geostationary

Page 11: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

nadir point

revisit period

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Page 12: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

spatial resolution (pixel size)

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low resolution =

= large pixel sizehigh resolution =

= small pixel size

Page 13: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

spectral resolution

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Page 14: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

multispectral images - Landsat

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Page 15: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

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hyperspectral images

Page 16: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

radiometric resolution

2-bit vs. 16-bit image

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Page 17: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

revisit period

change analysis

geohazards

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geohazards

Page 18: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

airborne imaging

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true color vs. infrared image

high spatial resolution, distortion of image

Page 19: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

optical satellite sensors (~ 0,4 – 2,5 microns)

across-track scanners

along-track scanners

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Page 20: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

thermal sensing (~ 10 microns)

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warming of surface, re-emission

of radiance

Page 21: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

Landsat (Land observation satellite)

MSS – multispectral scanner

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Page 22: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

Landsat 7 ETM+, 7 spectral bands between 0.5 and 12.5 µm, NASA

ASTER, 14 spectral bands between 0.5 and 11.7 µm, NASA

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Page 23: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

Landsat (Land observation satellite)

TM – thematic mapper; ETM – enhanced thematic mapper

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Page 24: Karel Martínek karel.martinek@natur.cuni.cz karel.martinek ... · Karel Martínek karel.martinek@natur.cuni.cz karel.martinek@geology.cz electromagneticradiation, sensing, images

Landsat (Land observation satellite)

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SPOT (Système Pour l'Observation de la Terre)

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IRS - Indian Remote Sensing

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high spatial resolution satellites (metres – dm)

QuickBird

WorldView

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WorldView

IKONOS

Orbview

Formosat-2

Pleiádes

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meteorological sensors

ocean

other

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video

Lidar (LIght Detection And Ranging, cm resolution)

Radar (RAdio Detection And Ranging)

......