Using satellite data to estimate Urban leaf area index

Geo-Spatial Technologies in Urban Environments (Second Edition): Policy, Practice, and Pixels

Volumn , Issue , 2007, Pages 93-107

  Jensen, Ryan R ^a   Hardin, Perry J ^b  

^a INDIANA STATE UNIVERSITY   (United States)

^b BRIGHAM YOUNG UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84889090069     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-3-540-69417-5_5     Document Type: Chapter

References (26)

1. Aber, J.D. and J.M. Melillo. 1991. Terrestrial Ecosystems. Saunders College Publishing, Chicago.
2. Barclay, H. J. 1998. Conversion of total leaf area to projected leaf area in lodge pole pine and Douglas-fir. Tree Physiology. 18:185-193.
3. Benediktsson, J.A., Swain, P.H., and O.K. Ersoy. 1990. Neural network approaches versus statistical methods in classification of multisource remote sensing data. IEEE Transactions in Geoscience and Remote Sensing. 28:540-551.
4. Bischof, H., Shneider, W., and A.J. Pinz. 1992. Multispectral classification of Landsat-images using neural networks. IEEE Transactions in Geoscience and Remote Sensing. 30:482-490.
5. Chason, J.W., Baldocchi, D.D., and M.A. Huston. 1991. A comparison of direct and indirect methods for estimating forest canopy leaf area. Agriculture Forestry and Meteorology. 57:107-128.
6. Chen, J. M. and T. A. Black. 1992. Defining leaf-area index for non-flat leaves. Plant Cell and Environment. 15:421-429.
7. Chen, J. M., Rich, P.M., Gower, S. T., Norman, J.M., and S. Plummer. 1997. Leaf area index of boreal forests: theory, techniques, and measurements. Journal of Geophysical Research-Atmospheres. 102:29429-29443.
8. Ellsworth, D.S. and P.B. Reich. 1993. Canopy structure and vertical patterns of photosynthesis and related leaf traits in a deciduous forest. Oceologia. 96:169-178.
9. Fassnacht, K.S., Gower, S.T., MacKenzie, M.D., Nordheim, E.V., and T.M. Lillesand. 1997. Estimating the leaf area index of north central Wisconsin forests using the Landsat Thematic Mapper. Remote Sensing of Environment. 61:229-245.
10. Green, E.P., P.J. Mumby, A.J. Edwards, C.D. Clark, and A.C. Ellis. 1997. Estimating leaf area index of mangroves from satellite data. Aquatic Botany 58:11-19.
11. Gopal, S. and C.E. Woodcock. 1996. Remote sensing of forest change using artificial neural networks. IEEE Transactions in Geoscience and Remote Sensing. 34:398-404.
12. Hardin, P.J. 2000. Neural networks versus nonparametric neighbor-based classifiers for semisupervised classification of Landsat Thematic Mapper imagery. Optical Engineering. 39:1898-1908.
13. Haykin, S. 1994. Neural Networks: a Comprehensive Foundation. Upper Saddle River, NJ: Prentice-Hall.
14. Jensen, J.R. 2000. Remote Sensing of the Environment: An Earth Resources Perspective. NJ: Prentice-Hall.
15. rd Ed. Upper Saddle River, NJ: Prentice Hall.
16. Jensen, J.R., Qui, F., and M. Ji. 2000. Predictive modeling of coniferous forest age using statistical and artificial neural network approaches applied to remote sensor data. International Journal of Remote Sensing. 20:2805-2822.
17. Jensen, R.R. 2002. Spatial and temporal leaf area index dynamics in a north central Florida, USA preserve. Geocarto International. 17 (4): 45-52.
18. Jensen, R.R., Boulton, J.R., and B.T. Harper. 2003. The relationship between urban leaf area and household energy usage in Terre Haute, Indiana, USA. Journal of Arboriculture. 29(4): 226-230.
19. Jensen, R.R. and M.W. Binford. 2004. Measurement and comparison of leaf area index estimators derived from satellite remote sensing techniques. International Journal of Remote Sensing. 25(20): 4251-4265.
20. Larcher, W. 1975. Physiological Plant Ecology. NY: Springer-Verlag.
21. Lymburner, L., Beggs, P.J, and C.R. Jacobson. 2000. Estimation of canopyaverage surface-specific leaf area using Landsat TM data. Photogrammetric Engineering and Remote Sensing. 66:183-191.
22. Marascuilo, L.A. and J.R. Levin. 1983. Multivariate Statistics in the Social Sciences. Monterey, CA: Brooks/Cole.
23. Nel, E.M. and C.A. Wessman. 1993. Canopy transmittance models for estimating forest leaf area index. Canadian Journal of Forest Resources. 23:2579-2586.
24. Peper, P.J. and E.G. McPherson. 2003. Evaluation of four methods for estimating leaf area of isolated trees. Urban Forestry and Urban Greening. 2:19-29.
25. Pierce, L.L. and S.W. Running. 1988. Rapid estimation of coniferous forest leaf area index using a portable integrating radiometer. Ecology. 69:1762-1767.
26. Rouse, J.W., R.H. Haas, J.A. Schell, and D.W. Deering. 1974. "Monitoring vegetation systems in the Great Plains with ERTS." Proceedings of the Third Earth Resources Technology Satellite-1 Symposium, Greenbelt, MD: NASA SP-351, 3010-3017.