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Near surface spectral measurements of the land surface

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Title: Near surface spectral measurements of the land surface


1
Near surface spectral measurements of the land
surface
  • Heidi Steltzer
  • steltzer_at_nrel.colostate.edu
  • Plant and Ecosystem Ecologist
  • Natural Resource Ecology Laboratory (NREL)

2
SpecNet a spectral network
  • http//specnet.info

3
Advantages of near surface spectral measurements
  • Scaling
  • Spatial
  • fine resolution imagery
  • pure pixels
  • Temporal
  • frequent observations

4
Spatial variability in plant coverComplex or
brief growing season
Short grass steppe
Patterned ground in the Arctic
5
Multi-spectral digital camera to structure
sampling
NDVI is the Normalized Difference Vegetation Index
Images are 20 cm x 20 cm plots in a polar
desert ecosystem
6
New tool non-destructive measurements of the
leaf area index
Steltzer and Welker (2006) Ecology
7
Experimental manipulations of climate and other
global changes
Polar desert
Alpine tundra
8
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9
Plant cover as a continuous variable
10
Phenological variation NDVI vs day of year
Lines are different years, data was collected
using a near surface multi-band radiation sensor
Data from Barrow, AK Huemmrich et al
11
Environmental sensor networks
  • An LED pyranometer for 20
  • Can be converted to measure NDVI or other
    vegetation indexes

12
Needs
  • Variables of interest
  • Vegetation and soils
  • Microbial communities, biological diversity
  • Direct and indirect assessment
  • models
  • Instrumentation
  • Sensors
  • Platforms
  • Sensor networks
  • Data
  • Automated analysis of imagery
  • Bioinformatics/data management

13
Acknowledgements
  • National Science Foundation
  • Office of Polar Programs
  • Tetracam Inc.
  • Joe DeCant
  • Jeff Welker
  • Rich Conant
  • Fred Hummerich and other Specnetters
  • Seth Munson
  • NREL
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