On the derivation of a spatially distributed aerosol climatology for its incorporation in a radiometric Landsat pre-processing framework

Remote Sensing Letters

Volumn 6, Issue 8, 2015, Pages 647-656

  Frantz, D ^a   Roder A ^a   Stellmes, M ^a   Hill, J ^a  

^a UNIVERSITY OF TRIER   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

AEROSOLS; CLIMATOLOGY; FORECASTING; MEAN SQUARE ERROR; REGRESSION ANALYSIS;

ALL AVAILABLE PATHS; ATMOSPHERIC CORRECTIONS; DISTRIBUTED AEROSOL; ESTIMATION STRATEGIES; FALLBACK STRATEGIES; MULTIVARIATE REGRESSION MODELS; ROOT MEAN SQUARED ERRORS; SPATIO-TEMPORAL GRADIENTS;

REFLECTION;

AEROSOL; ATMOSPHERIC CORRECTION; ERROR CORRECTION; ESTIMATION METHOD; IMAGE ANALYSIS; LANDSAT; MULTIVARIATE ANALYSIS; PATH ANALYSIS; RADIOMETRIC SURVEY; SAVANNA; SPATIAL DISTRIBUTION; SPATIOTEMPORAL ANALYSIS; SPECTRAL REFLECTANCE;

SOUTH AFRICA;

EID: 84938332940     PISSN: 2150704X     EISSN: 21507058     Source Type: Journal    
DOI: 10.1080/2150704X.2015.1070314     Document Type: Article

References (25)

1. Barbosa, P. M., D. Stroppiana, J.-M. Grégoire, and J. M. C. Pereira. 1999. "An Assessment of Vegetation Fire in Africa (1981-1991): Burned Areas, Burned Biomass, and Atmospheric Emissions. " Global Biogeochemical Cycles 13 (4): 933-950. doi:10. 1029/1999gb900042.
2. Bond, W. J., and J. E. Keeley. 2005. "Fire as a Global 'Herbivore': The Ecology and Evolution of Flammable Ecosystems. " Trends in Ecology & Evolution 20 (7): 387-394. doi:10. 1016/j. tree. 2005. 04. 025.
3. Chavez, P. S. 1996. "Image-Based Atmospheric Corrections-Revisited and Improved. " Photogrammetric Engineering and Remote Sensing 62 (9): 1025-1035.
4. Eck, T. F., B. N. Holben, D. Ward, O. Dubovik, J. Reid, A. Smirnov, M. Mukelabai, N. Hsu, N. O'Neill, and I. Slutsker. 2001. "Characterization of the Optical Properties of Biomass Burning Aerosols in Zambia during the 1997 ZIBBEE Field Campaign. " Journal of Geophysical Research: Atmospheres (1984-2012) 106 (D4): 3425-3448. doi:10. 1029/2000JD900555.
5. Flood, N., T. Danaher, T. K. Gill, and S. S. Gillingham. 2013. "An Operational Scheme for Deriving Standardised Surface Reflectance from Landsat TM/ETM+ and SPOT HRG Imagery for Eastern Australia. " Remote Sensing 5 (1): 83-109. doi:10. 3390/rs5010083.
6. Frantz, D., A. Röder, M. Stellmes, and J. Hill. Forthcoming. "An Operational Radiometric Landsat Pre-Processing Framework for Large Area Time Series Applications. "
7. Gillingham, S. S., N. Flood, and T. K. Gill. 2013. "On Determining Appropriate Aerosol Optical Depth Values for Atmospheric Correction of Satellite Imagery for Biophysical ParameterRetrieval: Requirements and Limitations under Australian Conditions. " International Journal of Remote Sensing 34 (6): 2089-2100. doi:10. 1080/01431161. 2012. 738945.
8. Gillingham, S. S., N. Flood, T. K. Gill, and R. M. Mitchell. 2012. "Limitations of the Dense Dark Vegetation Method for Aerosol Retrieval under Australian Conditions. " Remote Sensing Letters 3 (1): 67-76. doi:10. 1080/01431161. 2010. 533298.
9. Hansen, M. C., and T. R. Loveland. 2012. "A Review of Large Area Monitoring of Land Cover Change Using Landsat Data. " Remote Sensing of Environment 122 (0): 66-74. doi:10. 1016/j. rse. 2011. 08. 024.
10. Hill, J., and B. Sturm. 1991. "Radiometric Correction of Multitemporal Thematic Mapper Data for Use in Agricultural Land-Cover Classification and Vegetation Monitoring. " International Journal of Remote Sensing 12 (7): 1471-1491. doi:10. 1080/01431169108955184.
11. Kaufman, Y. J., and C. Sendra. 1988. "Algorithm for Automatic Atmospheric Corrections to Visible and Near-IR Satellite Imagery. " International Journal of Remote Sensing 9 (8): 1357-1381. doi:10. 1080/01431168808954942.
12. Kobayashi, S., and K. Sanga-Ngoie. 2008. "The Integrated Radiometric Correction of Optical Remote Sensing Imageries. " International Journal of Remote Sensing 29 (20): 5957-5985. doi:10. 1080/01431160701881889.
13. Masek, J. G., E. F. Vermote, N. E. Saleous, R. Wolfe, F. G. Hall, K. F. Huemmrich, F. Gao, J. Kutler, and T.-K. Lim. 2006. "A Landsat Surface Reflectance Dataset for North America, 1990-2000. " IEEE Geoscience and Remote Sensing Letters 3 (1): 68-72. doi:10. 1109/lgrs. 2005. 857030.
14. Moran, M. S., R. D. Jackson, P. N. Slater, and P. M. Teillet. 1992. "Evaluation of Simplified Procedures for Retrieval of Land Surface Reflectance Factors from Satellite Sensor Output. " Remote Sensing of Environment 41 (2-3): 169-184. doi:10. 1016/0034-4257(92)90076-V.
15. Scholes, R., J. Kendall, and C. Justice. 1996. "The Quantity of Biomass Burned in Southern Africa. " Journal of Geophysical Research: Atmospheres (1984-2012) 101 (D19): 23667-23676. doi:10. 1029/96JD01623.
16. Sobolev, V. V. 1975. Light Scattering in Planetary Atmospheres. (Translation of Rasseianie sveta v atmosferakh planet, Moscow, Izdatel'stvo Nauka, 1972.). Oxford and New York: Pergamon Press. (International Series of Monographs in Natural Philosophy. Volume 76), 1975. 263. 1.
17. Stellmes, M., D. Frantz, M. Finckh, and R. Revermann. 2013. "Fire Frequency, Fire Seasonality and Fire Intensity within the Okavango Region Derived from MODIS Fire Products. " In Special Volume: Environmental Assessments in the Okavango Region-Biodiversity & Ecology 5, edited by J. Oldeland, C. Erb, M. Finckh, and N. Jürgens, 351-362. Hamburg: Biodiversity, Evolution and Ecology of Plants (BEE), Biocenter Klein Flottbek and Botanical Garden, University of Hamburg. doi:10. 7809/b-e. 00288.
18. Tanré, D., M. Herman, P. Y. Deschamps, and A. De Leffe. 1979. "Atmospheric Modeling for Space Measurements of Ground Reflectances, Including Bidirectional Properties. " Applied Optics 18 (21): 3587-3594. doi:10. 1364/ao. 18. 003587.
19. Teillet, P., B. Guindon, and D. Goodenough. 1982. "On the Slope-Aspect Correction of Multispectral Scanner Data. " Canadian Journal of Remote Sensing 8 (2): 84-106. doi:10. 1080/07038992. 1982. 10855028.
20. Themistocleous, K., D. G. Hadjimitsis, A. Retalis, N. Chrysoulakis, and S. Michaelides. 2013. "Precipitation Effects on the Selection of Suitable Non-Variant Targets Intended for Atmospheric Correction of Satellite Remotely Sensed Imagery. " Atmospheric Research 131 (0): 73-80. doi:10. 1016/j. atmosres. 2012. 02. 015.
21. Weber, T. 2013. "Mashare-Climate. " In Special Volume: Environmental Assessments in the Okavango Region-Biodiversity & Ecology 5, edited by J. Oldeland, C. Erb, M. Finckh, and N. Jürgens, 103-104. Hamburg: Biodiversity, Evolution and Ecology of Plants (BEE), Biocenter Klein Flottbek and Botanical Garden, University of Hamburg. doi:10. 7809/b-e. 00258.
22. Woodcock, C. E., R. Allen, M. Anderson, A. Belward, R. Bindschadler, W. Cohen, F. Gao, et al. 2008. "Free Access to Landsat Imagery. " Science 320 (5879): 1011a. doi:10. 1126/science. 320. 5879. 1011a.
23. Wulder, M. A., J. G. Masek, W. B. Cohen, T. R. Loveland, and C. E. Woodcock. 2012. "Opening the Archive: How Free Data Has Enabled the Science and Monitoring Promise of Landsat. " Remote Sensing of Environment 122 (0): 2-10. doi:10. 1016/j. rse. 2012. 01. 010.
24. Zhu, Z., S. Wang, and C. E. Woodcock. 2015. "Improvement and Expansion of the Fmask Algorithm: Cloud, Cloud Shadow, and Snow Detection for Landsats 4-7, 8, and Sentinel 2 Images. " Remote Sensing of Environment 159 (0): 269-277. doi:10. 1016/j. rse. 2014. 12. 014.
25. Zhu, Z., and C. E. Woodcock. 2012. 'Object-Based Cloud and Cloud Shadow Detection in Landsat Imagery. ' Remote Sensing of Environment 118 (0): 83-94. doi:10. 1016/j. rse. 2011. 10. 028.