An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions

Remote Sensing of Environment

Volumn 114, Issue 11, 2010, Pages 2610-2623

  Zhu, Xiaolin ^a   Chen, Jin ^a   Gao, Feng ^b   Chen, Xuehong ^a   Masek, Jeffrey G ^b  

^a BEIJING NORMAL UNIVERSITY   (China)

^b NASA GODDARD SPACE FLIGHT CENTER   (United States)

Author keywords

Data fusion; Landsat; MODIS; Multi source satellite data; Reflectance; Time series

Indexed keywords

ABSOLUTE DIFFERENCE; FINE RESOLUTION; FUSION ALGORITHMS; FUSION MODEL; GLOBAL CHANGE; GLOBAL DATA; HETEROGENEOUS LANDSCAPES; HETEROGENEOUS REGION; HIGH RESOLUTION SENSORS; HIGH SPATIAL RESOLUTION; HIGH TEMPORAL RESOLUTION; HOMOGENEOUS REGIONS; INTERANNUAL; LANDSAT; LANDSCAPE CHANGES; MODIS; MULTISOURCE DATA; MULTISOURCES; PREDICTION ACCURACY; REFLECTANCE; REMOTE SENSING INSTRUMENTS; SATELLITE DATA; SPATIAL RESOLUTION; SURFACE REFLECTANCE; SWATH WIDTH; TIME-SCALES;

ALGORITHMS; BLENDING; COMPUTER SIMULATION; DATA FUSION; FORECASTING; FORESTRY; IMAGE RESOLUTION; INFORMATION FUSION; RADIOMETERS; REMOTE SENSING; SATELLITE IMAGERY;

REFLECTION;

ACCURACY ASSESSMENT; ALGORITHM; DATA SET; LANDSCAPE CHANGE; NUMERICAL MODEL; REFLECTANCE; REMOTE SENSING; RESOLUTION; SATELLITE DATA; SENSOR;

EID: 77956177720     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2010.05.032     Document Type: Article

References (27)

1. Adams J.B., Smith M.O., Johnson P.E. Spectral mixture modeling: A new analysis of rock and soil types at the Viking Lander I site. Journal of Geophysical Research-Atmosphere 1985, 91:8089-8112.
2. Asner G.P. Cloud cover in Landsat observations of the Brazilian Amazon. International Journal of Remote Sensing 2001, 22:3855-3862.
3. Camps-Valls G., Gomez-Chova L., Munoz-Mari J., Rojo-Alvarez J.L., Martinez-Ramon M. Kernel-based framework for multitemporal and multisource remote sensing data classification and change detection. IEEE Transactions on Geoscience and Remote Sensing 2008, 46:1822-1835.
4. Carper W.J., Lilles T.M., Kiefer R.W. The use of intensity-hue-saturation transformations for merging SPOT panchromatic and multispectral image data. Photogrammetric Engineering and Remote Sensing 1990, 56:459-467.
5. Cohen W.B., Goward S.N. Landsat's role in ecological applications of remote sensing. Bioscience 2004, 54:535-545.
6. Gao F., Masek J., Schwaller M., Hall F. On the blending of the Landsat and MODIS surface reflectance: Predicting daily Landsat surface reflectance. IEEE Transactions on Geoscience and Remote Sensing 2006, 44:2207-2218.
7. Gao F., Masek J., Wolfe R. An automated registration and orthorectification package for Landsat and Landsat-like data processing. Journal of Applied Remote Sensing 2009, 3:033515. 10.1117/1.3104620.
8. Gonzalez-Sanpedro M.C., Le Toan T., Moreno J., Kergoat L., Rubio E. Seasonal variations of leaf area index of agricultural fields retrieved from Landsat data. Remote Sensing of Environment 2008, 112:810-824.
9. Healey S.P., Cohen W.B., Yang Z.Q., Krankina O.N. Comparison of Tasseled Cap-based Landsat data structures for use in forest disturbance detection. Remote Sensing of Environment 2005, 97:301-310.
10. Hilker T., Wulder M.A., Coops N.C., Linke J., McDermid G., Masek J., et al. A new data fusion model for high spatial- and temporal-resolution mapping of forest based on Landsat and MODIS. Remote Sensing of Environment 2009, 113:1613-1627.
11. Hilker T., Wulder M.A., Coops N.C., Sritz N., White J.C., Gao F., et al. Generation of dense time series synthetic Landsat data through data blending with MODIS using a spatial and temporal adaptive reflectance fusion model. Remote Sensing of Environment 2009, 113:1988-1999.
12. Jorgensen P.V. Determination of cloud coverage over Denmark using Landsat MSS/TM and NOAA-AVHRR. International Journal of Remote Sensing 2000, 21:3363-3368.
13. Ju J.C., Roy D.P. The availability of cloud-free Landsat ETM plus data over the conterminous United States and globally. Remote Sensing of Environment 2008, 112:1196-1211.
14. Marfai M.A., Almohammad H., Dey S., Susanto B., King L. Coastal dynamic and shoreline mapping: Multi-sources spatial data analysis in Semarang Indonesia. Environmental Monitoring and Assessment 2008, 142:297-308.
15. Masek J.G., Collatz G.J. Estimating forest carbon fluxes in a disturbed southeastern landscape: Integration of remote sensing, forest inventory, and biogeochemical modeling. Journal of Geophysical Research-Biogeosciences 2006, 111.
16. Masek J.G., Huang C.Q., Wolfe R., Cohen W., Hall F., Kutler J., et al. North American forest disturbance mapped from a decadal Landsat record. Remote Sensing of Environment 2008, 112:2914-2926.
17. Masek J.G., Vermote E.F., Saleous N.E., Wolfe R., Hall F.G., Huemmrich F., et al. A Landsat surface reflectance data set for North America, 1990-2000. IEEE Geoscience and Remote Sensing Letters 2006, 3(1):69-72.
18. Pohl C., Van Genderen J.L. Multisensor image fusion in remote sensing: Concepts, methods and applications. International Journal of Remote Sensing 1998, 19:823-854.
19. Price J.C. How unique are spectal signatures?. Remote Sensing of Environment 1994, 49:181-186.
20. Ranson K.J., Kovacs K., Sun G., Kharuk V.I. Disturbance recognition in the boreal forest using radar and Landsat-7. Canadian Journal of Remote Sensing 2003, 29:271-285.
21. Roy D.P., Ju J., Lewis P., Schaaf C., Gao F., Hansen M., et al. Multi-temporal MODIS-Landsat data fusion for relative radiometric normalization, gap filling, and prediction of Landsat data. Remote Sensing of Environment 2008, 112:3112-3130.
22. Shabanov N.V., Wang Y., Buermann W., Dong J., Hoffman S., Smith G.R., et al. Effect of foliage spatial heterogeneity in the MODIS LAI and FPAR algorithm over broadleaf forests. Remote Sensing of Environment 2003, 85:410-423.
23. Shettigara V.K. A generalized component substitution technique for spatial enhancement of multispectral images using a higher resolution data set. Photogrammetric Engineering and Remote Sensing 1992, 58:561-567.
24. Woodcock C.E., Ozdogan M. Trends in land cover mapping and monitoring. Land Change Science 2004, 367-377. Springer, New York. Gutman (Ed.).
25. Yocky D.A. Multiresolution wavelet decomposition image merger of Landsat Thematic Mapper and SPOT panchromatic data. Photogrammetric Engineering and Remote Sensing 1996, 62:1067-1074.
26. Zhang Y. Understanding image fusion. Photogrammetric Engineering and Remote Sensing 2004, 70:657-661.
27. Zurita-Milla R., Kaiser G., Clevers J.G.P.W., Schneider W., Schaepman M.E. Downscaling time series of MERIS full resolution data to monitor vegetation seasonal dynamics. Environmental Monitoring and Assessment 2009, 113:1874-1885.