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Keywords
- Normalize Difference Vegetation Index
- Remote Sensing
- Leaf Area Index
- Radiative Transfer Model
- Ground Parameter
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
References
Adams, J. B., and J. Adams. 1984. Geological mapping using Landsat MSS and TM images: removing vegetation by modeling spectral mixtures.3rd Thematic Conference:“Remote Sensing for Exploration Geology” ERIM 2:615-622.
Adams, J. B., J. O. Smith, and P. E. Johnson. 1986. Spectral mixture modeling: a new analysis of rock and soil types at the Viking Lander I site. Journal of Geophysical Research 91:8098-8112.
Aman, A., H. P. Randriamanantena, A. Podaire, and R. Frouin. 1992. Upscale integration of normalized difference vegetation index: the problem of heterogeneity. IEEE Transactions in Geoscience and Remote Sensing 30:326-338.
Asner, G. P. 1998. Biophysical and biochemical sources of variability in canopy reflectance. Remote Sensing of Environment 64:234-253.
Asner, G. P. 2000. Contributions of multi-view angle remote sensing to land-surface and biogeochemical research. Remote Sensing Reviews 18:137-162.
Asner, G. P., and D. B. Lobell. 2000. A biophysical approach for automated SWIR unmixing of soils and vegetation. Remote Sensing of Environment 71:99-112.
Asner, G. P., and C. A. Wessman. 1997. Scaling PAR absorption from the leaf to landscape level in spatially heterogeneous ecosystems. Ecological Modelling 103:81-97.
Asner, G. P., C. A. Bateson, J. L. Privette, N. E. Saleous, and C. A. Wessman. 1998a. Estimating vegetation structural effects on carbon uptake using satellite data fusion and inverse modeling. Journal of Geophysical Research 103:28839-28853.
Asner, G. P., C. A. Wessman, and S. Archer. 1998b. Scale dependence of absorption of photosynthetically active radiation in terrestrial ecosystems. Ecological Applications 8:1003-1021.
Asner, G. P., C. A. Wessman, C. A. Bateson, and J. L. Privette. 1998c. Impact of tissue, canopy, and landscape factors on the hyperspectral reflectance variability of arid ecosystems. Remote Sensing of Environment 74:69-84.
Asner, G. P., C. A. Wessman, and J. L. Privette. 1997. Unmixing the directional reflectances of AVHRR sub-pixel landcovers. IEEE Transactions in Geoscience and Remote Sensing 35:868-878.
Atkinson, P. M., G. M. Foody, P. J. Curran, and D. S. Boyd. 2000. Assessing the ground data requirements for regional scale remote sensing of tropical forest biophysical properties. International Journal of Remote Sensing 21:2571-2587.
Bateson, C. A., and B. Curtiss. 1996. A manual endmember selection method and spectral unmixing. Remote Sensing of Environment 55:229-243.
Bateson, C. A., G. P. Asner, and C. A. Wessman. 2000. Endmember bundles: a new approach to incorporating endmember variability into spectral mixture analysis. IEEE Transactions in Geoscience and Remote Sensing 38:1083-1094.
Boardman, J. 1993. Automated spectral unmixing of AVIRIS data using convex geometry concepts. Pages 11-14 in Proceedings of the 4th Annual JPL Airborne Geoscience Workshop, Jet Propulsion Laboratory, Pasadena, CA.
Braswell, B. H., D. S. Schimel, J. L. Privette, B. Moore III, W. J. Emery, E. W. Sulzman, and A. T. Hudak. 1996. Extracting ecological and biophysical information from AVHRR optical data: an integrated algorithm based on inverse modeling. Journal of Geophysical Research 101:23335-23348.
Burgess, T.M., Webster, R. 1981. Optimal interpolation and isarithmic mapping of soil properties. IV. Sampling strategy. Journal of Soil Science 32:643-659.
Chen, J. M. 1999. Spatial scaling of a remotely sensed surface parameter by contexture. Remote Sensing of Environment 69:30-42.
Chen, J. M., and J. Cihlar. 1996. Retrieving leaf area index of a boreal conifer forest using Landsat TM images. Remote Sensing of Environment 55:153-162.
Chopping, M. J., A. Rango, K. M. Havstad, F. R. Schiebe, J. C. Ritchie, T. J. Schmugge, A. N. French, L. H. Su, L. McKee, and M. R. Davis. 2003. Canopy attributes of desert grassland and transition communities derived from multiangular airborne imagery. Remote Sensing of Environment 85:339-354.
Curran, P. J. 1988. The semivariogram in remote sensing: an introduction. Remote Sensing of Environment 37:493-507.
Field, C. B., J. T. Randerson, and C. M. Malmstrom. 1995. Global net primary production: combining ecology and remote sensing. Remote Sensing of Environment 51:74-88.
Friedl, M. A., D. K. Melver, J. C. F. Hodges, X. Y. Zhang, D. Muchoney, A. H. Strahler, C. E. Woodcock, A. Baccini, F. Gao, and C. Schaaf. 2002. Global land cover mapping from MODIS: algorithms and early results. Remote Sensing of Environment 83:287-302.
Gao, B. C., A. F. H. Goetz, and K. B. Heidebrecht. 1993. Derivation of scaled surface reflection from AVIRIS data. Remote Sensing of Environment 44:165-178.
Harte, J. 2002. Toward a synthesis of the Newtonian and Darwinian worldviews. Physics Today 10:29.
Hay, G. J., D. J. Marceau, P. Dubê, and A. Bouchard. 2001. A multiscale framework for landscape analysis: object-specific analysis and upscaling. Landscape Ecology 16:471-490.
Hay, G. J., K. O. Niemann, and D. G. Goodenough. 1997. Spatial thresholds, image-objects, and upscaling: a multiscale evaluation. Remote Sensing of Environment 62:1-19.
Hlavka, C. A., and J. L. Dungan. 2002. Areal estimates of fragmented land cover: effects of pixel size and model-based corrections. International Journal of Remote Sensing 23:711-724.
Hu, Z., and S. Islam. 1997. A framework for analyzing and designing scale invariant remote sensing algorithms. IEEE Transactions in Geoscience and Remote Sensing 35:747-754.
Isaaks, E. H., and R. M. Srivastava. 1989. An Introduction to Applied Geostatistics. Oxford University Press, New York.
Jin, Y., F. Gao, C. B. Schaaf, X. Li, A. H. Strahler, C. J. Bruegge, and J. V. Martonchik. 2002. Improving MODIS surface BRDF/albedo retrieval with MISR multiangle observations. IEEE Transactions in Geoscience and Remote Sensing 40:1593-1604.
Kruse, F. A. and J.L. Dwyer. 1993. The effects of AVIRIS atmospheric calibration methodology on identification and quantification mapping of surface mineralogy, Drums Mountain, Utah. Pages 101-104 in Proceedings of the 4th Annual JPL Airborne Geoscience Workshop, Jet Propulsion Laboratory, Pasadena, CA.
Kuusk, A. 1995. A fast, invertible canopy reflectance model. Remote Sensing of Environment 51:342-350.
Lawton, J. 2001. Earth system science. Science 292:1965.
Li, X., and A. H. Strahler. 1992. Geometric-optical directional reflectance modeling of the discrete crown vegetation canopy: effect of crown shape and mutual shadowing. IEEE Transactions in Geoscience and Remote Sensing 30:276-292.
Liang, S., and A. H. Strahler. 1993. An analytical BRDF model of canopy radiative transfer and its inversion. IEEE Transactions in Geoscience and Remote Sensing 31:1081-1095.
Lotsch, A., Y. Tian, M. A. Friedl, and R. B. Myneni. 2003. Land cover mapping in support of LAI and FPAR retrievals from EOS-MODIS and MISR: classification methods and sensitivities to errors. International Journal of Remote Sensing 24:1997-2016.
Marceau, D. J., and G. J. Hay. 1999. Remote sensing contributions to the scale issue. Canadian Journal of Remote Sensing 25:357-366.
Martin, M. E., and J. D. Aber. 1997. High spectral resolution remote sensing of forest canopy lignin, nitrogen, and ecosystem processes. Ecological Applications 7:431-443.
Myneni, R. B., and G. Asrar. 1993. Radiative transfer in three-dimensional atmosphere-vegetation media. Journal of Quantitative Spectroscopy and Radiative Transfer 49:585-598.
Myneni, R. B., J. Ross, and G. Asrar. 1989. A review on the theory of photon transport in leaf canopies. Agricultural Forest Meteorology 45:1-153.
Peterson, G. D. 2000. Scaling ecological dynamics: self-organization, hierarchical structure, and ecological resilience. Climatic Change 44:291-309.
Prince, S. D. 1999. What practical information about land-surface function can be determined by remote sensing? Where do we stand? in J. D. Tenhunen and P. Kabat, editors. Integrating Hydrology, Ecosystem Dynamics, and Biogeochemistry in Complex Landscapes. Wiley, Chichester, UK.
Privette, J. L., R. B. Myneni, C. J. Tucker, and W. J. Emery. 1994. Invertibility of a 1-D discrete ordinates canopy reflectance model. Remote Sensing of Environment 48:89-105.
Qi, J., Y. H. Kerr, M. S. Moran, M. Weltz, A. R. Huete, S. Sorooshian, and R. Bryant. 2000. Leaf area index estimates using remotely sensed data and BRDF models in a semiarid region. Remote Sensing of Environment 73:18-30.
Qu, Z., A. F. H. Goetz, and K. B. Heidebrecht. 2000. High-accuracy atmospheric correction for hyperspectral data (HATCH). Pages 373-380 in Proceedings of the 9th Annual JPL Airborne Geoscience Workshop, Jet Propulsion Laboratory, Pasadena, CA.
Ross, J. K. 1981. The Radiation Regime and Architecture of Plant Stands. Kluwer, Boston, MA.
Running, S. W., T. R. Loveland, and L. L. Pierce. 1994. A vegetation classification logic based on remote sensign for use in global biogeochemical models. Ambio 23:77-89.
Sabol, D. E., A. R. Gillespie, J. B. Adams, M. O. Smith, and C. J. Tucker. 2002. Structural stage in Pacific Northwest forests estimated using simple mixing models of multispectral images. Remote Sensing of Environment 80:1-16.
Sellers, P. J. 1987. Canopy reflectance, photosynthesis, and transpiration. II. The role of biophysics in the linearity of their interdependence. International Journal of Remote Sensing 6:1335-1372.
Smith, M. L., S. V. Ollinger, M. E. Martin, J. D. Aber, R. A. Hallett, and C. L. Goodale. 2002. Direct estimation of aboveground forest productivity through hyperspectral remote sensing of canopy nitrogen. Ecological Applications 12:1286-1302.
Smith, M. O., S. L. Ustin, J. B. Adams, and A. R. Gillespie. 1990. Vegetation in desert I. A regional measure of abundance from multispectral images. Remote Sensing of Environment 31:1-26.
Tian, Y., Y. Wang, Y. Zhang, Y. Knyazikhin, J. Bogaert, and R. B. Myneni. 2003. Radiative transfer based scaling of LAI retrievals from reflectance data of different resolutions. Remote Sensing of Environment 84:143-159.
Tian, Y., C. E. Woodcock, Y. Wang, J. L. Privette, N. V. Shabanov, L. Zhou, Y. Zhang, W. Buermann, J. Dong, B. Veikkanen, T. Hame, K. Andersson, M. Ozdogan, Y. Knyazikhin, and R. B. Myneni. 2002a. Multiscale analysis and validation of the MODIS LAI product I. Uncertainty assessment. Remote Sensing of Environment 83:414-430.
Tian, Y., C. E. Woodcock, Y. Wang, J. L. Privette, N. V. Shabanov, L. Zhou, Y. Zhang, W. Buermann, J. Dong, B. Veikkanen, T. Hame, K. Andersson, M. Ozdogan, Y. Knyazikhin, and R. B. Myneni. 2002b. Multiscale analysis and validation of the MODIS LAI product. II. Sampling strategy. Remote Sensing of Environment 83:431-441.
van Leeuwen, W. J. D., A. R. Huete, C. L. Walthall, S. D. Prince, A. Begue, and J. L. Roujean. 1997. Deconvolution of remotely sensed spectral mixtures for retrieval of LAI, fAPAR and soil brightness. Journal of Hydrology 188-189:697-724.
Villeneuve, P. V., S. A. Gerstl, and G. P. Asner. 1998. Estimating nonlinear mixing effects for arid vegetation scenes with MISR channels and observation directions. Proceedings of the International Geoscience and Remote Sensing Symposium 3:31-35.
Webster, R., P. J. Curran, and J. W. Munden. 1989. Spatial correlation in reflected radiation from the ground and its implications for sampling and mapping by ground based radiometry. Remote Sensing of Environment 29:67-78.
Wessman, C. A. 1992. Spatial scales and global change: bridging the gap from plots to GCM grid cells. Annual Review of Ecology and Systematics 23:175-200.
Wessman, C. A., and G. P. Asner. 1998. Ecosystems and the problems of measurement at large spatial scales. Pages 346-371 in P. M. Groffman and M. L. Pace, editors. Successes, Limitations, and Frontiers in Ecosystem Ecology. Springer-Verlag, New York.
Wessman, C. A., J. D. Aber, D. L. Peterson, and J. M. Melillo. 1988. Remote sensing of canopy chemistry and nitrogen cycling in temperate forest ecosystems. Nature 335:154-156.
Wessman, C. A., C. A. Bateson, and T. L. Benning. 1997. Detecting fire and grazing pattern in tallgrass prairie using spectral mixture analysis. Ecological Applications 7:493-511.
Wu, J. 1999. Hierarchy and scaling: extrapolating information along a scaling ladder. Canadian Journal of Remote Sensing 25:367-380.
Zagolski, F., V. Pinel, J. Romier, D. Alcayde, J. P. Gastellu-Etcheforry, G. Giordano, G. Marty, and E. Mougin. 1996. Forest canopy chemistry with high spectral resolution remote sensing. International Journal of Remote Sensing 17:1107-1128.
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Wessman, C.A., Bateson, C.A. (2006). BUILDING UP WITH A TOP-DOWN APPROACH: THE ROLE OF REMOTE SENSING IN DECIPHERING FUNCTIONAL AND STRUCTURAL DIVERSITY. In: WU, J., JONES, K.B., LI, H., LOUCKS, O.L. (eds) SCALING AND UNCERTAINTY ANALYSIS IN ECOLOGY. Springer, Dordrecht. https://doi.org/10.1007/1-4020-4663-4_8
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