Multi-sensor NDVI data continuity: Uncertainties and implications for vegetation monitoring applications

Remote Sensing of Environment

Volumn 100, Issue 1, 2006, Pages 67-81

  Van Leeuwen, Willem J D ^a   Orr, Barron J ^a   Marsh, Stuart E ^a   Herrmann, Stefanie M ^a  

^a UNIVERSITY OF ARIZONA   (United States)

Author keywords

AVHRR; MODIS; NDVI continuity; Uncertainty; Vegetation monitoring

Indexed keywords

ALGORITHMS; ATMOSPHERIC SPECTRA; DECISION SUPPORT SYSTEMS; ECOLOGY; SATELLITE COMMUNICATION SYSTEMS; SENSORS; TIME SERIES ANALYSIS; UNCERTAIN SYSTEMS;

AVHRR; MODIS; NDVI CONTINUITY; UNCERTAINTY; VEGETATION MONITORING;

VEGETATION;

AVHRR; ENVIRONMENTAL MONITORING; MODIS; NDVI; REMOTE SENSING; UNCERTAINTY ANALYSIS; VEGETATION COVER;

EID: 29244457790     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2005.10.002     Document Type: Article

References (51)

1. G.P. Asner, C.A. Wessman, D.S. Schimel, and S. Archer Variability in leaf and litter optical properties: Implications for canopy BRDF model inversions using AVHRR, MODIS, and MISR Remote Sensing of Environment 63 1998 200 215
2. J. Chen, P. Jönsson, M. Tamura, Z. Gu, B. Matsushita, and L. Eklundh A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter Remote Sensing of Environment 91 2004 332 344
3. J. Cihlar, R. Latifovic, J. Chen, A. Trishchenko, Y. Du, and G. Fedosejevs Systematic corrections of AVHRR image composites for temporal studies Remote Sensing of Environment 89 2 2004 217 233
4. A.P. Cracknell The Advanced Very High Resolution Radiometer 1997 Taylor and Francis London 534 pp.
5. M. Derrien, B. Farki, L. Harang, H. Le Gléau, A. Noyalet, and D. Pochic Automatic cloud detection applied to NOAA-11/AVHRR imagery Remote Sensing of Environment 46 1993 246 267
6. J.C. Eidenshink The 1990 conterminous U.S. AVHRR data set Photogrammetric Engineering and Remote Sensing vol. 58 (6) 1992 American Society for Photogrammetry and Remote Sensing 809 813
7. Eidenshink, J. C. (in press). A 16-year time series of 1-km AVHRR satellite data of the conterminous United States and Alaska. Photogrammetric Engineering and Remote Sensing. American Society for Photogrammetry and Remote Sensing.
8. B. Guenther, X. Xiong, V.V. Salomonson, W.L. Barnes, and Y. James On-orbit performance of the Earth Observing System Moderate Resolution Imaging Spectroradiometer; first year of data Remote Sensing of Environment 83 1-2 2002 16 30
9. D.K. Hall, G.A. Riggs, V.V. Salomonson, N.E. DiGirolamo, and K.J. Bayr MODIS snow-cover products Remote Sensing of Environment 83 1-2 2002 181 194
10. B.N. Holben Characteristics of maximum-value composite images from temporal AVHRR data International Journal of Remote Sensing 7 1986 1417 1434
11. C.N. Hsu, Si-Chee Tsay, M.D. King, and J.R. Herman Aerosol properties over bright-reflecting source regions IEEE Transactions on Geoscience and Remote Sensing 42 3 2004 557 569
12. A. Huete, K. Didan, T. Miura, E.P. Rodriguez, X. Gao, and L.G. Ferreira Overview of the radiometric and biophysical performance of the MODIS vegetation indices Remote Sensing of Environment 83 1-2 2002 195 213
13. Huete, A. R., Justice, C., & van Leeuwen, W. J. D. (1999) MODIS vegetation index algorithm theoretical basis document, Version 3. http://modis.gsfc.nasa.gov/data/atbd/land_atbd.html.
14. C. Justice, D. Hall, V. Salomonson, J. Privette, G. Riggs, and A. Strahler The Moderate Resolution Imaging Spectroradiometer (MODIS): Land remote sensing for global change research IEEE Transactions on Geoscience and Remote Sensing 36 4 1998 1228 1249
15. Y.J. Kaufman, and D. Tanré Strategy for Direct and indirect methods for correcting the aerosol effect on remote sensing: From AVHRR to EOS-MODIS Remote Sensing of Environment 55 1996 65 79
16. S. Liang, H. Fang, M. Chen, C.J. Shuey, C. Walthall, and C. Daughtry Validating MODIS land surface reflectance and albedo products: Methods and preliminary results Remote Sensing of Environment 83 2002 149 162
17. S.N. Los Estimation of the ratio of sensor degradation between NOAA AVHRR channels 1 and 2 from monthly NDVI composites IEEE Transactions on Geoscience and Remote Sensing 36 1 1998 206 213
18. T. Miura, A.R. Huete, H. Yoshioka, and B.N. Holben An error and sensitivity analysis of atmospheric resistant vegetation indices derived from dark target-based atmospheric correction Remote Sensing of Environment 78 3 2001 284 298
19. R.B. Myneni, F.B. Hall, P.J. Sellers, and A.L. Marshak The interpretation of spectral vegetation indices IEEE Transactions on Geoscience and Remote Sensing 33 1995 481 486
20. R.B. Myneni, C.D. Keeling, C.J. Tucker, G. Asrar, and R.R. Nemani Increased plant growth in the northern high latitudes from 1981-1991 Nature 386 1997 698 701
21. R.R. Nemani, C.D. Keeling, H. Hashimoto, W.M. Jolly, S.C. Piper, and C.J. Tucker Climate-driven increases in global terrestrial net primary production from 1982 to 1999 Science 300 2003, June 6 1560 1563
22. B.J. Orr, G.M. Casady, D.G. Tuttle, W.J.D. van Leeuwen, L.E. Baker, and C.L. McDonald Phenology and trend indictors derived from spatially dynamic bi-weekly satellite imagery to support ecosystem monitoring Proceedings of the 5th Conference on Research and Resource Management in Southwestern Deserts - Biodiversity and Management of the Madrean Archipelago II: Connecting Mountain Islands and Desert Sea. May 11-15, 2004. Tucson (AZ) 2004
23. F. Petitcolin, and E. Vermote Land surface reflectance, emissivity and temperature from MODIS middle and thermal infrared data Remote Sensing of Environment 83 2002 112 134
24. C. Proy, D. Tanré, and P.Y. Deschamps Evaluation of topographic effects in remotely sensed data Remote Sensing of Environment 30 1989 21 32
25. C.R.N. Rao, and J. Chen Inter-satellite calibration linkages for the visible and near-infrared channels of the Advanced Very High Resolution Radiometer on NOAA-7,-9, and -11 spacecraft International Journal of Remote Sensing 16 1995 1931 1942
26. C.R.N. Rao, and J. Chen Revised post-launch calibration of the visible and near-infrared channels of the Advanced Very High Resolution Radiometer (AVHRR) on the NOAA-14 spacecraft International Journal of Remote Sensing 20 1999 3485 3491
27. B.C. Reed, J.F. Brown, D. VanderZee, T.R. Loveland, J.W. Merchant, and D.O. Ohlen Measuring phenological variability from satellite imagery Journal of Vegetation Science 5 1994 703 714
28. C. Reynolds Input data sources, climate normals, crop models, and data extraction routines utilized by PECAD Third International Conference on Geospatial Information in Agriculture and Forestry, Denver, Colorado, November 5-7 2001
29. R. Richter Correction of atmospheric and topographic effects for high spatial resolution satellite imagery International Journal of Remote Sensing 18 5 1997 1099 1111
30. G.W. Rosborough, D.G. Baldwin, and W.J. Emery Precise AVHRR image navigation IEEE Transactions on Geoscience and Remote Sensing 32 3 1994 644 657
31. J.-L. Roujean, M. Leroy, and P.-Y. Dechamps A bidirectional reflectance model of the earth's surface for the correction of remote sensing data Journal of Geophysical Research 97 D18 1992 20455 20468
32. D.P. Roy, J.S. Borak, S. Devadiga, R.E. Wolfe, M. Zheng, and J. Descloitres The MODIS land product quality assessment approach Remote Sensing of Environment 83 1-2 2002 62 76
33. C.B. Schaaf, F. Gao, A.H. Strahler, W. Lucht, X. Li, and T. Tsang First operational BRDF, Albedo and Nadir reflectance products from MODIS Remote Sensing of Environment 83 2002 135 148
34. S.K. Seelan, S. Laguette, G.M. Casady, and G.A. Seielstad Remote sensing applications for precision agriculture: A learning community approach Remote Sensing of Environment 88 1-2, 30 2003 157 169
35. P.J. Sellers, C.J. Tucker, G.J. Collatz, S.O. Los, C.O. Justice, and D.A. Dazlich A global 1°by 1°NDVI data set for climate studies: Part II. The generation of global fields of terrestrial biophysical parameters from the NDVI International Journal of Remote Sensing 15 17 1994 3519 3545
36. P.N. Slater, S.F. Biggar, J.M. Palmer, and K.J. Thome Unified approach to absolute radiometric calibration in the solar-reflective range Remote Sensing of Environment 77 2001 293 303
37. M.D. Steven, T.J. Malthus, F. Baret, H. Xu, and M.J. Chopping Intercalibration of vegetation indices from different sensor systems Remote Sensing of Environment 88 4 2003 412 422
38. D. Tanré, B.N. Holben, and Y.J. Kaufman Atmospheric correction algorithm for NOAA-AVHRR products: Theory and applications IEEE Transactions on Geoscience and Remote Sensing 30 2 1992 231 248
39. P.M. Teillet, K. Staenz, and D.J. William Effects of spectral, spatial, and radiometric characteristics on remote sensing vegetation indices of forested regions Remote Sensing of Environment 61 1 1997, July 139 149
40. A.P. Trishchenko, J. Cihlar, and Z. Li Effects of spectral response function on surface reflectance and NDVI measured with moderate resolution satellite sensors Remote Sensing of Environment 81 1 2002 1 18
41. C.J. Tucker Red and photographic infrared linear combinations for monitoring vegetation Remote Sensing of Environment 8 1979 127 150
42. W.J.D. van Leeuwen, A.R. Huete, K. Didan, and T. Laing Modeling bi-directional reflectance factors for different land cover types and surface components to standardize vegetation indices 7th Int. Symp. Phys. Measurements and Signatures in Remote Sensing, Courcheval 1997 373 380
43. W.J.D. van Leeuwen, A.R. Huete, and T.W. Laing MODIS vegetation index compositing approach: A prototype with AVHRR data Remote Sensing of Environment 69 1999 264 280
44. W.J.D. van Leeuwen, B. Orr, S.E. Marsh, G. Casady, D. Tuttle, and L. Baker The use of MODIS products in a geospatial decision support tool for rangeland monitoring J.D. Greer Remote Sensing for Field Users Proceedings of the Tenth Forest Service Remote Sensing Applications Conference, Salt Lake City, Utah, April 5-9 2004 American Society for Photogrammetry and Remote Sensing
45. W. Verhoef Light scattering by leaf layers with application to canopy reflectance modeling, the SAIL model Remote Sensing of Environment 16 1984 125 141
46. Verhoef, W. (1998). Theory of radiative transfer models applied in optical remote sensing of vegetation canopies, Ph.D. dissertation, pp. 1-310.
47. E.F. Vermote, and Y.J. Kaufman Absolute calibration of AVHRR visible and near-infrared channels using ocean and cloud views International Journal of Remote Sensing 16 1995 2317 2340
48. E. Vermote, N.E. Saleous, Y.J. Kaufman, and E. Dutton Data preprocessing: Stratospheric aerosol perturbing effect on the remote sensing of vegetation: Correction method for the composite NDVI after the Pinatubo eruption Remote Sensing Reviews 15 1997 7 21
49. E. Vermote, D. Tanré, J.L. Deuzé, M. Herman, and J.J. Morcrette Second simulation of the satellite signal in the solar spectrum: An overview IEEE Transactions on Geoscience and Remote Sensing 35-3 1997 675 686
50. R.E. Wolfe, N. Masahiro, A.J. Fleig, J.A. Kuyper, D.P. Roy, and J.C. Storey Achieving sub-pixel geolocation accuracy in support of MODIS land science Remote Sensing of Environment 83 2002 31 49
51. L. Yang, B.K. Wylie, L.L. Thieszen, and B.C. Reed An analysis of relationships among climate forcing and time-integrated NDVI of grasslands over the U.S. northern and central great plains Remote Sensing of Environment 65 1998 25 37