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Great Lakes Restoration Initiative,[object Object],Remote Sensing Approaches for Ecosystem Assessment and Restoration,[object Object],February 18, 2011,[object Object],WLIA Madison, WI,[object Object],Brian Huberty,[object Object],FWS Remote Sensing Lead,[object Object],brian_huberty@fws.gov,[object Object]
Great Lakes Restoration Initiative Remote Sensing Applications
TOP 5 REASONS ,[object Object],TO ATTEND THE  2011 ASPRS MILWAUKEE CONFERENCE,[object Object],5.  AGS Map Library,[object Object],4.  Discovery World,[object Object],3.  Harley-Davidson Motorcycles,[object Object],2.  << Lake Michigan,[object Object],1. BEER!,[object Object],http://www.asprs.org,[object Object]
[object Object]
1980-82 B.S. U of MN–Natural Resource Inv.
1982-84 MN DNR Forest Inventory
Air Photo Interpretation/Forest Inventory
1984-86 USGS EROS
Landsat, AVHRR, etc
1986-89 M.S. U of MN – Remote Sensing/GIS
1989-91 USFS Remote Sensing App. Center
NASA ER-2 Flights
1991-1993 Aerial Image Technology
Air Photo/Glasses
1993-2002 USDA NRCS
GIS Madison, WI
2002-2010 U.S. Fish & Wildlife Service
Remote Sensing Lead/Wetland Mapping,[object Object]
Let’s Play,[object Object],WHERE IS IT?,[object Object]
Great Lakes Restoration Initiative Remote Sensing Applications
Great Lakes Restoration Initiative Remote Sensing Applications
Great Lakes Restoration Initiative Remote Sensing Applications
Great Lakes Restoration Initiative Remote Sensing Applications
Great Lakes Restoration Initiative Remote Sensing Applications
Great Lakes Restoration Initiative Remote Sensing Applications
Great Lakes Restoration Initiative Remote Sensing Applications
SeaWIFS April 24, 1999,[object Object]
Radarsat2 February 2009,[object Object]
Great Lakes Restoration Initiative Remote Sensing Applications
The Mission of the U.S. Fish & Wildlife Service:working with others to conserve, protect and enhance fish, wildlife, and plants and their habitats for the continuing benefit of the American people. ,[object Object]
Great Lakes Restoration Initiative,[object Object],20% of the World’s available freshwater!,[object Object]
Habitat,[object Object],Space and Time,[object Object],REMOTE SENSING >>>,[object Object],NGO, Local, Tribal, State, Federal, International Datasets,[object Object],Physical,[object Object],Chemical,[object Object],Biological,[object Object],WEB,[object Object],Sharedgeo,[object Object],MTRI,[object Object],radar,[object Object],DU,[object Object],GL NWI,[object Object],UMN,[object Object],geospatial,[object Object],SMU,[object Object],WI NWI,[object Object]
Photo Interpretation Process,[object Object],Spring,[object Object],Update at 1:10,000 (1/2 acre MMU),[object Object],Summer,[object Object]
Wisconsin Wetland InventoryDigital Conversion,[object Object],Scanning,[object Object],Orthorectification,[object Object]
Classification based on ,[object Object],CASI Imagery and LiDAR data,[object Object]
Bird Nesting Site Identification Integrates,[object Object],Spectral and Visual Analysis,[object Object],Cormorant nesting areas are roughly delineated on photo,[object Object],A level slice of band 1 was performed to identify the cormorant spectral signature,[object Object],The cormorant spectral signature is then converted to polygons….,[object Object],And the polygons to points.,[object Object]
Overview:,[object Object],This technology can deliver 2" on ground pixel size resolutions and in color infrared.,[object Object],Camera Collection System,[object Object],Spectra-View 12W-M ,[object Object],24,[object Object],2/18/11,[object Object],The Stewardship Network webcast,[object Object]
Head to Head Comparison,[object Object],2’’ Resolution,[object Object],12’’ Resolution,[object Object],6’’ Resolution,[object Object],Image Resolution,[object Object],2/18/11,[object Object],The Stewardship Network webcast,[object Object]
SPOT 2010 Image Mosaic,[object Object]
Bathymetric LIDAR,[object Object]
SONAR Mapping _ National Park Service,[object Object]
Mapping Invasive Phragmites and Wetland Extent in the Coastal Great Lakes,[object Object],Laura L. Bourgeau-Chavez, Richard Powell,,[object Object],Liza Jenkins, Colin Brooks, Tyler Erickson,[object Object],Michigan Technological University,[object Object],Michigan Tech Research Institute (MTRI),[object Object],Ann Arbor, MI,[object Object],January 19, 2010,[object Object]
Focus of Invasive Phragmites Mapping in the coastal Great Lakes,[object Object],[object Object]
within 10km coastline
Coastal region emergent wetlands most vulnerable to Phragmites invasion
water level changes
Typha-dominated
wet meadow,[object Object]
459 validation, 316 training
Phragmites observed at 29% of sites. (228 of the 775).
 14% Validation sites
15% training sites
Only NWI "Palustrine Emergent" polygons used to generate random points for validation sites of these, only 53% were documented as emergent  in the field observationsLake Huron Mapping,[object Object]
from radar …,[object Object],… to Phragmites,[object Object],Image: MTRI,[object Object]
NWI-blue=water, cyan=emergent, green=forested wetland, ,[object Object],Dark green=shrubby wetland, purple=floating aquatic.,[object Object],Great Lakes Forested Wetland Inundation Mapping,[object Object],Multi-temporal JERS L-band Composite,[object Object],NWI with SAR-derived Inundation Overlaid,[object Object],N,[object Object],NASDA 1992-4,[object Object],Extent of Inundation,[object Object]
CBP Coastal Ortho Imagery,[object Object]

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Great Lakes Restoration Initiative Remote Sensing Applications

Notas do Editor

  1. Digital image analysis for mapping the nests integrates Spectral and Visual analysis
  2. Phragmites Map: We are collaborating with spatial analyst lab (Michigan Tech Research Institute) using new methods in radar detection of Phragmites. This effort includes, and requires, ground-truthing to ensure accuracy so that resource managers can use the map with confidence.