Automated detection and removal of cloud shadows on HICO images

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8030, Issue , 2011, Pages

  Amin, Ruhul ^a   Gould, Richard ^a   Hou, Weilin ^a   Lee, Zhongping ^b   Arnone, Robert ^a  

^a NAVAL RESEARCH LABORATORY   (United States)

^b MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

Atmospheric correction; Automated; Cloud shadow; HICO; Ocean color; Optical algorithm; Remote sensing

Indexed keywords

ATMOSPHERIC CORRECTIONS; AUTOMATED; HICO; OCEAN COLOR; OPTICAL ALGORITHMS;

ALGORITHMS; CHLOROPHYLL; CLOUDS; COLOR; LUMINANCE; MONITORING; OCEANOGRAPHY; PIXELS; REMOTE SENSING;

AUTOMATION;

EID: 79960488333     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.887761     Document Type: Conference Paper

References (27)

1. A. S. Belward and C. R. Valenzuela, "Remote sensing and geographical information system for resource management in developing countries," Kluwer Academic Publishers, Dordrecht/Boston/London, (1991).
2. P. M. Dare, "Shadow analysis in high-resolution satellite imagery of urban areas," Photogrammetric Engr. & Remote Sens. 71, 169-177 (2005). (Pubitemid 40199570)
3. J. J. Simpson and J. R. Stitt, "A procedure for the detection and removal of cloud shadow from AVHRR data over land," IEEE Trans. Geosci. Remote Sens. 36, 880-897, (1998). (Pubitemid 128748498)
4. R. Amin, J. Zhou, A. Gilerson, B. Gross, F. Moshary and S. Ahmed, "Novel optical techniques for detecting and classifying toxic dinoflagellate Karenia brevis blooms using satellite imagery," Opt. Exp. 17, 9126-9144 (2009).
5. R. Amin, A. Gilerson, J. Zhou, B. Gross, F. Moshary and S. Ahmed, "Impacts of atmospheric corrections on algal bloom detection techniques," 89th AMS Annual Meeting, Phoenix, Arizona, January 11-15, (2008).
6. K. L. Carder, P. Reinersman, R. F. Chen, "AVIRIS calibration using the cloud-shadow method," Summaries of the Fourth Annual JPL Airborne Geoscience Workshop, (R. O. Green, ed.) JPL Publication 92-14, 1, 26-28 (1992).
7. Z. P. Lee, B. Casey, R. Arnone, A. Weidemann, R. Parsons, M. J. Montes, B. Gao, W. Goode, C. O. Davis, J. Dye, "Water and bottom properties of a coastal environment derived from Hyperion data measured from the EO-1 spacecraft platform," J. Appl. Remote Sens. 1, 011502 (2007)
8. P. Reinersman, K. L. Carder, and F. R. Chen, "Satellite-sensor calibration verification with the cloud-shadow method," Appl. Opt. 37, 5541-5549 (1998). (Pubitemid 128658609)
9. K. V. Khlopenkov and A. P. Trishchenko,"SPARC: New cloud, snow, and cloud shadow detection scheme for historical 1-km AVHHR data over Canada," J. Atmos. Ocean. Tech. 24, 322-343 (2007). (Pubitemid 46542160)
10. S. A. Ackerman, K. I. Strabala, P. Menzel, R. A. Frey, C. C. Moeller, and L. E. Gumley, "Discriminating clear sky from clouds with MODIS," J. Geophys. Res. 103, 32141-32157 (1998). (Pubitemid 128665629)
11. J. Cihlar, J. Howarth, "Detection and removal of cloud contamination from AVHRR images," IEEE Trans. Geos. Remote Sens., 32, 583-589 (1994).
12. W. B. Rossow, L. C. Garder, "Cloud detection using satellite measurements of infrared and visible radiances for ISCCP." J. Clima. 6, 2341-2369 (1993). (Pubitemid 24402868)
13. P. Y. Chen, R. Srinivasan, G. Fedosejevs, B. Narasimhan, "An automated cloud detection method for daily NOAA- 14 AVHRR data for Texas, USA." Int. J. Remote Sens. 23, 2939-2950 (2002). (Pubitemid 34834590)
14. B. Wang, A. Ono, "Automated detection and removal of clouds and their shadows from Landsat TM images," IEICE Trans. Inf. & Syst., E82-D, 453-460, (1999). (Pubitemid 30510851)
15. J. J. Simpson, Z. Jin, and J. R. Stitt, "Cloud shadow detection under arbitrary viewing and illumination conditions," IEEE Trans. Geosci. Remote Sens. 38, 972-976 (2000). (Pubitemid 30594779)
16. H. R. Gordon, and M. Wang, "Retrieval of water-leaving radiance and aerosol optical thickness over the oceans with SeaWiFS: a preliminary algorithm," Appl. Opt. 33, 443-452 (1994)
17. R. P. Stumpf, R. A. Arnone, R. W. Gould, P. M. Martinolich, V. Ransibrahmanakul, "A partially coupled oceanatmosphere model for retrieval of water-leaving radiance from SeaWiFS in coastal waters," SeaWiFS postlaunch technical report series, Vol. 22, S. B. Hooker and E. R. Firestone, Eds., NASA/TM-2003-206892, (2003)
18. M. Wang, and W. Shi, "Estimation of ocean contribution at MODIS near infrared wavelengths along the east coast of the U.S.: two case studies," Geophys. Res. Lett. 32, L13606, Doi: 10.1029/2005GL022917, (2005) (Pubitemid 41319967)
19. R. Amin, R. Gould, W. Hou, R. Arnone, Z. Lee, " Optical algorithm for cloud shadow detection over water," Appl. Opt. (submitted)
20. R. Richter and A. Muller, "De-shadowing of satellite/airborne imagery," Int. J. Remote Sens., 26, 3137-3148 (2005). (Pubitemid 41183897)
21. Z. P. Lee, K. L. Carder, C. D. Mobley, R. G. Steward, and J. S. Patch, "Hyperspectral remote sensing for shallow waters. 1. A semianalytical model," Appl. Opt. 37, 6329-6338 (1998) (Pubitemid 128659670)
22. J. T. O. Kirk, "Volume scattering function, average cosines, and the underwater light field," Limnol. Oceanogr. 36, 455-467 (1991)
23. A. Morel and B. Gentili, "Diffuse reflectance of oceanic waters (2): Bi-directional aspects," Appl. Opt. 32, 6864-6879 (1993) (Pubitemid 24404136)
24. Z. P. Lee, K. L. Carder, and K. P. Du, "Effects of molecular and particle scattering on model parameters for remotesensing reflectance, "Appl. Opt. 43, 4957-4964 (2004)
25. W. W. Gregg and K. L. Carder, "A simple spectral solar irradiance model for cloudless maritime atmospheres," Limnol., Oceanogr, 35, 1657-1675 (1990)
26. H. R. Gordon and D. K. Clark, "Clear water radiances for atmospheric correction of coastal zone color scanner imagery," Appl. Opt. 20, 4175-4180 (1981)
27. J. L. Mueller, C. Davis, R. Arnone, R. Frouin, K. L. Carder, Z. P. Lee, R. G. Steward, S. Hooker, C. D. Mobley, and S. McLean, " Above-water radiance and remote sensing reflectance measurement and analysis protocols," in Ocean Optics Protocols for Satellite Ocean Color Sensor Validation, Revision 3, J. L. Mueller and G. S. Fargion, Eds., NASA/TM-2002-210004, 171-182 (2002)