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COLLABORATIVE RESEARCH IN THE PANTHER CREEK WATERSHED: WILLAMETTE RIVER BASIN, OREGON George McFadden Oregon State Office Bureau of Land Management [email protected]

COLLABORATIVE RESEARCH IN THE PANTHER CREEK WATERSHED: WILLAMETTE RIVER BASIN, OREGON

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COLLABORATIVE RESEARCH IN THE PANTHER CREEK WATERSHED: WILLAMETTE RIVER BASIN, OREGON. George McFadden Oregon State Office Bureau of Land Management [email protected]. PANTHER CREEK WATERSHED. Ball Bearing Mountain 2265 ft. Carlton City Reservoir 575 ft. - PowerPoint PPT Presentation

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Page 1: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

COLLABORATIVE RESEARCH IN THE PANTHER CREEK WATERSHED:

WILLAMETTE RIVER BASIN, OREGON

George McFaddenOregon State Office

Bureau of Land [email protected]

Page 2: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

PANTHER CREEK WATERSHED

Ball Bearing Mountain 2265 ft.

Carlton City Reservoir 575 ft.

Page 3: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

COLLABORATIVE RESEARCH PARTNERS

• Bureau of Land Management *• Environmental Protection Agency *• Natural Resource Conservation Service *• Weyerhaeuser Company *• U.S. Forest Service, PNW Research Station *• Oregon Department of Geology and Mineral

Industries *• City of Carlton• McMinnville Water and Light

Page 4: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

COLLABORATIVE RESEARCH PARTNERS

• Forest Capitol Partners• Oregon State University *• Portland State University• Seattle Biometrics *• Watershed Sciences *• Hampton Affiliates• Yamhill Basin Council

* Core Research Organizations

Page 5: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

PANTHER CREEK RESEARCH OBJECTIVES

• Develop LiDAR stand level inventory methods• Conduct a systematic soil sample• Develop methods to predict distribution of soil

carbon• Characterize Panther Creek slope stability• Characterize Panther Creek soil chemistry• Assess effects of forest / land use management

on carbon storage

Page 6: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

PANTHER CREEK COLLABORATION TENANTS

• All data is part of the public record• Research in landowner blind• Each collaborator funds the research where

they have interest• Data sharing and external analysis is

encouraged

Page 7: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

DISCRETE RETURN LIDAR COLLECTION SCHEDULE

• Leaf on 2007 Complete• Leaf off 2007 Complete• Leaf off 2008 (2009) Complete• Leaf off 2009 (2010) Complete• Leaf on 2010 Scheduled• Leaf off 2010 (2011) Planned• Leaf off 2011 (2012) Planned

Page 8: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

DISCRETE RETURN LIDAR SPECIFICATIONS

Scan Angle 24o (±12o from Nadir)

Returns Collected Per Laser Pulse Up to 4

Multi-Swath Pulse Density ≥8 pulses/m2

Intensity Range 1-255

Swath Overlap 50% side-lap (100% overlap)

GPS PDOP During Acquisition ≤3.5

GPS Satellite Constellation ≥6

Maximum GPS Baseline 13 nautical miles

Slope Elevation RMSE (1σ) at 0 degrees ≤ 15 cmat 20 degrees ≤ 35 cmat 50 degrees ≤ 100 cm

Horizontal Accuracy (1σ), bare earth, slope <20 o 30 cm

Page 9: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

DISCRETE RETURN LIDAR EFFECTIVENESS

Pulse per m2

Ground Points per m2

Pulse Spacing (m)

Ground Point Spacing (m)

Probability of LiDAR Hitting Ground

Minimum Raster DEM Resolution

Actual PNW Data 8.17 1.15 0.35 0.93

14 %

> 1

Various Resolutions

4 0.56 0.50 1.34 > 2

2 0.28 0.71 1.89 > 2

1 0.14 1.00 2.67 > 3

0.5 0.07 1.41 3.78 > 4

0.25 0.04 2.00 5.35 > 6

Source: Watershed Sciences Report 1/22/2010

Page 10: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

DISCRETE RETURN LIDAR EFFECTIVENESS

Page 11: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

DISCRETE RETURN LIDAR EFFECTIVENESS

Page 12: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

2010 LEAF ON FLIGHT REQUIREMENTS

• Discrete return LiDAR at 8 pulses per square meter

• Hyperspectral digital imagery at up to 256 bands, probably 24 to 30 bands

• Wavelength return LiDAR• Imagery co-registration with products from

2010 leaf on flight

Page 13: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

2010 LEAF ON FLIGHT REQUIREMENTS

Page 14: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

PANTHER CREEK GROUND PLOTS

Page 15: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

VEGETATION SAMPLE PLOTS

• 42 1/5 acre circular plots• Grid cells stratified into 3 by 3 block based

upon tree height and canopy cover• 9 plots randomly located, 1 per block• 1 plot randomly located in mixed hardwood /

conifer strata• 3 additional plots randomly located in each

“stand” where a random plot is located• 2 additional plots randomly located in

riparian stands

Page 16: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

VEGETATION PLOT VARIABLES

• Species• Status (live or dead)• DBH• Total height• Height-to-live-crown• Lean percent (> 10%)• Dead top• Location (x,y) coordinates

Page 17: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

SOIL PIT PLOTS

• Three soil pits will be randomly selected in each of the 10 to 12 dominant kinds of soils in Panther Creek

• 1/5 acre plot established at each of the 36 soil pit locations selected in Panther Creek

• 36 total plots / Only 35 associated with soil pits as one pit location is on a skid road and was not installed but the vegetation plot was installed

• Measurements the same as vegetation plots

Page 18: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

PANTHER CREEK SAMPLE PLOTS

Page 19: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

PLOT 1093003

Page 20: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

PLOT 1093003

Page 21: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

PLOT 1093003

Page 22: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

PLOT 1093003

Page 23: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

SOIL SAMPLES

Page 24: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

SOIL SAMPLES

Page 25: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

SOIL VARIABLES SAMPLED

• Acid oxalate extractable Fe, Al & Si• Active soil carbon (AC)• Aggregate stability• Bulk density• Calcium carbonate equivalent• Cation exchange capacity (CEC)• Clay mineralogy via x-ray diffraction• Dithionite-citrate extractable Fe, Al & Si• Effervescence in 1N HCl• Extractable acidity (BaCl2-TEA)

Page 26: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

SOIL VARIABLES SAMPLED (CONT)

• Exchangeable cations (Na, K, Ca, Mg)• KCl extractable NH4

+ & NO3-

• Micromorphology – thin section• Mineral content• New Zealand phosphorus retention• Optical analysis – glass count• Particulate organic matter (POM)• p-Nitrophenol, β-Glucosidase• pH in NaF• pH in water & CaCl2

Page 27: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

SOIL VARIABLES SAMPLED (CONT)

• Particle size analysis (sand, silt and clay)• Total N, C & S• Water retention (0.06 Bar)• Water retention (0.1 Bar)• Water retention (0.33 Bar)• Water retention (1 Bar)• Water retention (2 Bar)• Water retention (5 Bar)• Water retention (15 Bar)

Page 28: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

WEATHER INSTRUMENTS

• RAWS Station Installed Spring 2010

• Soil Pits (36) Installed Spring 2010• Air Temperature• Relative Humidity• Soil Moisture• Soil Temperature

Page 29: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

LANDSLIDE ANALYSIS

Page 30: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

LANDSLIDE ANALYSISLandslide inventory mapping is greatly improved using high resolution (~8pts/m2) LiDAR data collected during leaf-on and/or leaf-off conditions

In Panther Creek identified landslides went from 7 to 93

Great care is needed when using differential LiDAR DEMs to map, quantify, and interpret elevation change caused by landslides

In Panther Creek 90 % of high confidence sites were active landslides but only 10 % of low confidence sites were active landslides

Source: Burns, W.J., Coe, J.A., Kaya Sener, K, Ma, L., 2009. Analysis of Elevation Changes Detected from Multi-Temporal LiDAR Surveys in Forested Landslide Terrain in Western Oregon. Geological Society of America Abstracts with Programs, Vol. 41, No. 7, p. 379

Page 31: COLLABORATIVE  RESEARCH  IN  THE PANTHER  CREEK  WATERSHED: WILLAMETTE  RIVER  BASIN,  OREGON

DATA SHARING METHODOLOGY

Seattle Biometrics maintains a password protected website where core researchers upload raw data sets for storage and archiving

Oregon State University is developing a public website with project descriptions, sample designs, list of publications and a selected sample of raw data

Bureau of Land Management will distribute the archived raw data upon request and submission of a portable hard drive for data transfer