A new short-wave infrared (SWIR) method for quantitative water fraction derivation and evaluation with EOS/MODIS and landsat/TM data

IEEE Transactions on Geoscience and Remote Sensing

Volumn 51, Issue 3, 2013, Pages 1852-1862

  Li, Sanmei ^a   Sun, Donglian ^a   Yu, Yunyue ^b   Csiszar, Ivan ^b   Stefanidis, Anthony ^a   Goldberg, Mitchell D ^c  

^a GEORGE MASON UNIVERSITY   (United States)

^b NOAA EARTH SYSTEM RESEARCH LABORATORY   (United States)

^c SSMC1   (United States)

Author keywords

Dynamic nearest neighbor searching (DNNS) method; Moderate Resolution Imaging Spectroradiometer (MODIS); short wave infrared (SWIR) channel; water fraction

Indexed keywords

HIGH RESOLUTION; HIGHLY ACCURATE; HISTOGRAM METHOD; INLAND WATERS; LAKE AREAS; LANDSAT; LINEAR MIXTURE MODELS; LINEAR MIXTURES; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER DATUM; NEAR INFRA RED; NEAREST-NEIGHBOR SEARCHING; PURE WATER; QUANTITATIVE METHOD; SATELLITE DATA; SHORT WAVE INFRARED; STANDARD DEVIATION; SUB PIXELS; THEMATIC MAPPERS; TM DATUM; WATER DEPTH; WATER FRACTION; WATER REFLECTANCES; WATER TYPES;

GRAPHIC METHODS; IMAGE RECONSTRUCTION; INFRARED DEVICES; INFRARED RADIATION; RADIOMETERS; REFLECTION; SATELLITE IMAGERY;

PIXELS;

DATA SET; EOS; HISTOGRAM; LANDSAT; LANDSAT THEMATIC MAPPER; MODIS; NUMERICAL MODEL; PIXEL; QUANTITATIVE ANALYSIS; REFLECTANCE; SATELLITE DATA; SHORTWAVE RADIATION; WATER DEPTH;

EID: 84874644948     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2012.2208466     Document Type: Article

References (26)

1. D. R. Wiesnet, D. V. McGinnis, and J. A. Pritchard, "Mapping of the 1973 Mississippi river floods by the NOAA-2 satellite," Water Res. Bull., vol. 10, no. 5, pp. 1040-1049, Oct. 1974.
2. A. N. Williamson, "Mississippi river flood maps from ERTS-1 digital data," Water Res. Bull., vol. 10, no. 5, pp. 1050-1059, Oct. 1974.
3. S. Cao, W. Dong, and Q. Xiao, "Applying meteorological satellite imagery to monitor Liaohe River flood," (in Chinese), Remote Sens. Inf., vol. 2, no. 3, pp. 12-16, 1987.
4. Q. Xiao and W. Chen, "Songhua river flood monitoring with meteorological satellite imagery," (in Chinese), Remote Sens. Inf., vol. 2, pp. 37-41, 1987.
5. I. J. Barton and J. M. Bathols, "Monitoring floods with AVHRR," Remote Sens. Environ., vol. 30, no. 1, pp. 89-94, Oct. 1989.
6. A. Ali, "Study of river flood hydrology in Bangladesh with AVHRR data," Int. J. Remote Sens., vol. 10, no. 12, pp. 1873-1892, 1989.
7. H. Rasid and M. A. H. Paramanik, "Visual interpretation of satellite imagery for monitoring floods in Bangladesh," Environ. Manage., vol. 14, no. 6, pp. 815-821, Nov. 1990.
8. S. Tao, "The severe floods in the Yangtze and Huaihe river basins in the Mei-Yu period, 1991," in Proc. 2nd Int. Conf. East Asia Western Pac. Meteorol. Clim., 1993, p. 46.
9. Y. Sheng, Q. Xiao, and W. Chen, "Flood monitoring using FY-1B satellite data," (in Chinese), Remote Sens. Environ. (China), vol. 9, no. 3, pp. 228-233, 1994.
10. J. P. Verdin, "Remote sensing of ephemeral water bodies in Western Niger," Int. J. Remote Sens., vol. 17, no. 14, pp. 733-748, 1996.
11. G. Schumann, R. Hostache, C. Puech, L. Hoffmann, P. Matgen, F. Pappenberger, and L. Pfister, "High-resolution 3-D flood information from radar imagery for flood hazard management," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 6, pp. 1715-1725, Jun. 2007. (Pubitemid 46853284)
12. S. I. Khan, Y. Hong, J. Wang, K. K. Yilmaz, J. J. Gourley, R. F. Adler, G. R. Brakenridge, F. Policelli, S. Habib, and D. Irwin, "Satellite re mote sensing and hydrologic modeling for flood inundation mapping in Lake Victoria basin: Implications for hydrologic prediction in ungauged basins," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 1, pp. 85-95, Jan. 2011.
13. Y. Sheng and P. Gong, "Quantitative dynamic flood monitoring with NOAA AVHRR," Int. J. Remote Sens., vol. 22, no. 9, pp. 1709-1724, 2001. (Pubitemid 32526551)
14. K. Kallio, "Absorption property of dissolved organic matter in Finnish lakes," Proc. Estonian Acad. Sci. Biol. Ecol., vol. 48, no. 1, pp. 75-83, 1999.
15. A. La, P. Giordano, R. Barbini, R. Fantoni, S. Ribezzo, and A. Palucci, "Bio-optical investigation on the Albano Lake," in Proc. EARSeL-SIG-Workshop LIDAR, Dresden, Germany, Jun. 16-17, 2000, pp. 185-195.
16. V. Balkanov, I. Belolaptikov, L. Bezrukov, N. Budnev, A. Capone, A. Chensky, I. Danilchenko, G. Domogatsky, Z.-A. Dzhilkibaev, S. Fialkovsky, O. Gaponenko, O. Gress, T. Gress, R. Il'Yasov, A. Klabukov, A. Klimov, S. Klimushin, K. Konischev, A. Koshechkin, V. Kuznetzov, L. Kuzmichev, V. Kulepov, B. Lubsandorzhiev, R. Masullo, E. Migneco, S. Mikheyev, M. Milenin, R. Mirgazov, N. Moseiko, E. Osipova, A. Panfilov, L. Pan'kov, Y. Parfenov, A. Pavlov, M. Petruccetti, E. Pliskovsky, P. Pokhil, V. Poleschuk, E. Popova, V. Prosin, G. Riccobene, M. Rozanov, V. Rubtzov, Y. Semeney, C. Spiering, O. Streicher, B. Tarashansky, R. Vasiljev, R. Wischnewski, I. Yashin, and V. Zhukov, "Simultaneous measurements of water optical properties by AC9 transmissometer and ASP-15 inherent optical properties meter in Lake Baikal," Nucl. Instrum. Methods Phys. Res. A, Accel. Spectrom. Detect. Assoc. Equip., vol. 498, no. 1-3, pp. 231-239, Feb. 2003.
17. A. Reinart, A. Herlevi, A. Helgi, and L. Sipelgas, "Preliminary optical classification of lakes and coastal waters in Estonia and south Finland," J. Sea Res., vol. 49, no. 4, pp. 357-366, Jun. 2003. (Pubitemid 36784851)
18. R. Ma, J. Tang, H. Duan, and D. Pan, "Progress in lake water color remote sensing," J. Lake Sci., vol. 21, no. 2, pp. 143-158, 2009.
19. S. Martinis, A. Twele, and S. Voigt, "Towards operational near real-time flood detection using a split-based automatic thresholding procedure on high resolution TerraSAR-X data," Nat Hazards Earth Sci., vol. 9, no. 2, pp. 303-314, Mar. 2009.
20. Y. Sheng and Q. Xiao, "Water-body identification in cloud-contaminated NOAA/AVHRR image," (in Chinese), Remote Sens. Environ. (China), vol. 9, no. 4, pp. 247-255, 1994.
21. R. DeFries, M. Hansen, J. R. G. Townshend, A. C. Janetos, and T. R. Loveland, "A new global 1 km data set of percent tree cover derived from remote sensing," Global Change Biol., vol. 6, no. 2, pp. 247-254, Feb. 2000. (Pubitemid 30160164)
22. R. DeFries, M. Hansen, and J. Townshend, "Global continuous fields of vegetation characteristics: A linear mixture model applied to multiyear 8 km AVHRR data," Int. J. Remote Sens., vol. 21, no. 6/7, pp. 1389-1414, 2000. (Pubitemid 30242141)
23. Z. Jiang, A. R. Huete, J. Chen, Y. Chen, J. Li, G. Yan, and X. Zhang, "Analysis of NDVI and scaled difference vegetation index retrievals of vegetation fraction," Remote Sens. Environ., vol. 101, no. 3, pp. 366-378, Apr. 2006.
24. S. Li, D. Sun, and Y. Yu, "A combined geometric and spectral method for cloud shadow determination in satellite imagery," Int. J. Appl. Earth Observ. Geoinf., submitted for publication.
25. Y. Sheng, Y. Su, and Q. Xiao, "Challenging the cloud-contamination problem in flood monitoring with NOAA/AVHRR imagery," Photogramm. Eng. Remote Sens., vol. 64, no. 3, pp. 191-198, Mar. 1998. (Pubitemid 28129741)
26. M. Zoran and S. Stefan, "Climatic changes effects on spectral vegetation indices for forested areas analysis from satellite data," in Proc. 2nd Environ. Phys. Conf., Feb. 18-22, 2006, pp. 1-11.