process input: a series of landsat images; e.g., 20 images over a 2 year span

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GeoTools 2009 Conference A Process For Mapping Shorelines and Intertidal Zones With Multitemporal LANDSAT 7 Images Process input: a series of LANDSAT images; E.g., 20 images over a 2 year span Process output: Water cover map and shorelines with 15 m resolution. Water cover time is color coded as 5% (dark red) to 100% (dark blue).

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GeoTools 2009 Conference A Process For Mapping Shorelines and Intertidal Zones With Multitemporal LANDSAT 7 Images. Process input: a series of LANDSAT images; E.g., 20 images over a 2 year span. - PowerPoint PPT Presentation

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Page 1: Process input: a series of LANDSAT images; E.g., 20 images over a 2 year span

GeoTools 2009 Conference

A Process For Mapping Shorelines and Intertidal Zones With Multitemporal LANDSAT 7 Images

Process input: a series of LANDSAT images; E.g., 20 images over a 2 year span

Process output: Water cover map and shorelines with 15 m resolution. Water cover time is color coded as 5% (dark red) to 100% (dark blue).

Page 2: Process input: a series of LANDSAT images; E.g., 20 images over a 2 year span

Processing Algorithm

DenoiseRadiometric

scaling (Pan band)

Subpixelregistration

Multitemporal set ofLANDSAT bands 4 ,5, & 8

Referenceimage

Coarse resolutionwater cover

based onNIR & SWIR

Coarse shorelines

Refinedradiometricscaling for Pan band

Max/min water coverbased on

MWIR

Pan sharpenedshorelines

Water covermap and

shorelines

Page 3: Process input: a series of LANDSAT images; E.g., 20 images over a 2 year span

Benefits of LANDSAT 7 relative to other satellites

• LANDSAT has the most revisits in archive. Worldwide 16-day revisits since 1999*. This is essential to any sort of multitemporal analysis.

• LANDSAT’s eight spectral bands includes the three most suitable for mapping water bodies - SW, MW, and Thermal IR bands

• And since late 2008 the entire inventory of LANDSAT imagery has been made available free with electronic downloads. This makes multitemporal analysis affordable.

* In archived data the revisit time is variable, average ~1/month; LANDSAT 5 images also available, going back to 1984.

Page 4: Process input: a series of LANDSAT images; E.g., 20 images over a 2 year span

Comparison of various satellites

LANDSAT SPOT 4 QuickBird 2

Number of archived images 1999-2008

212 2 1

IR bands for mapping water area

NIR, SWIR, MWIR, and TIR

NIR & SWIR NIR

Resolution (with pan-sharpening)

15 m 10 m 0.5 m

Imagery cost per km2

$0 >$1 >$20

Total cost for 20 images

$0 >$8,000 >$160,000

For a hypothetical project requiring 20 Pan+MSI images over 10-year span, 400 km2 area centered on El Golfo De Santa Clara (31.98N,114.95W)

Page 5: Process input: a series of LANDSAT images; E.g., 20 images over a 2 year span

Mouth of the Colorado River at the North end of Gulf of California.

Part time aquatic farm activity

Bathymetry in the intertidal zone

Page 6: Process input: a series of LANDSAT images; E.g., 20 images over a 2 year span

Process runs on a dedicated server

Access to the server is free. Instructions for logging on can be found at jOmegak.com/jCube/.

Contact: Ron [email protected]

User logs on the server jk server

Images are downloaded directly from USGS portal to the jk server

USGS LANDSAT portal

Remote user

Page 7: Process input: a series of LANDSAT images; E.g., 20 images over a 2 year span

2 km wide intertidal zone, tidal rivers

Part of the shoreline in North Gulf of California

semi-dry lake

Page 8: Process input: a series of LANDSAT images; E.g., 20 images over a 2 year span

Vicinity of the San Mateo Bridge (San Francisco Bay)

Protected wetlands covered with water approximately 30% of the time.

Page 9: Process input: a series of LANDSAT images; E.g., 20 images over a 2 year span

4 images from 2000 and 4 from 2008 were combined to show the 8-year change (green) in the Dead Sea shoreline