Development of a sub-pixel analysis method applied to dynamic monitoring of floods

International Journal of Remote Sensing

Volumn 33, Issue 7, 2012, Pages 2277-2295

  Giraldo Osorio, Juan Diego ^a   Galiano, Sandra Gabriela García ^a  

^a TECHNICAL UNIVERSITY OF CARTAGENA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE RESOLUTION; MAPPING; PIXELS; REMOTE SENSING; SURVEYING;

CLASSIFICATION TECHNIQUE; DIGITAL ELEVATION MODEL; DYNAMIC MONITORING; HIGH-TIME RESOLUTION; INNOVATIVE METHODOLOGIES; MEASUREMENT TECHNIQUES; SPATIAL RESOLUTION; SUPERVISED CLASSIFICATION;

FLOODS;

DIGITAL ELEVATION MODEL; FLOOD; IMAGE ANALYSIS; IMAGE RESOLUTION; MONITORING SYSTEM; PIXEL; SATELLITE IMAGERY; SPATIAL DISTRIBUTION; SPATIAL RESOLUTION;

SENEGAL VALLEY;

EID: 84857989490     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2011.608091     Document Type: Article

References (36)

1. Aban, J.E.L., Tsolmon, R. and Tateishi, R. 2002. Linear mixing model based on optimization method for land cover mapping using LANDSAT ETM+ and SPOT-HRV data. Proceedings of Geoscience and Remote Sensing Symposium. IEEE International, 6: 3483-3485.
2. Andersen, J., Refsgaard, J. and Jensen, K.H. 2001. Distributed hydrological modelling of the Senegal river basin - model construction and validation. Journal of Hydrology, 247: 200-214.
3. Benger, S. 2003. Remotely sensed determination of flood surface gradients for hydrological modelling of semi-arid floodplains. Proceedings of Geoscience and Remote Sensing Symposium. IEEE International, 4: 2950-2952.
4. Brivio, P., Colombo, R., Maggi, M. and Tomasoni, R. 2002. Integration of remote sensing data and GIS for accurate mapping of flooded areas. International Journal of Remote Sensing, 23: 429-441.
5. Cohen, J. 1960. A coefficient of agreement for nominal scales. Educational and Psychological Measurement, 20: 37-46.
6. Farr, T.G., Rosen, P.A., Caro, E., Crippen, R., Duren, R., Hensley, S., Kobrick, M., Paller, M., Rodríguez, E., Roth, L., Seal, D., Shaffer, S., Shimada, J., Umland, J., Werner, M., Oskin, M., Burbank, D. and Alsdorf, D. 2007. The shuttle radar topography mission. Reviews of Geophysics, 45: RG2004 doi:doi:10.1029/2005RG000183
7. Giacomelli, A., Mancini, M. and Rosso, R., 1997, Integration of ERS 1 PRI imagery and digital terrain models for the assessment of flooded areas. In ESA Proceedings of the 3rd ERS Symposium, Florence, Italy Available online at:http://earth.esa. int/workshops/ers97/papers/mancini/249c.htm
8. Hongen, Z., Suhong, L., Qizhong, L. and Jiancheng, S.J. 2004. Sub-pixel lake mapping in Tibetan Plateau. Proceedings of Geoscience and Remote Sensing Symposium. IEEE International, 5: 3073-3076.
9. Hu, Y.H., Lee, H.B. and Scarpace, F.L. 1999. Optimal linear spectral unmixing. IEEE Transactions on Geoscience and Remote Sensing, 37: 639-644.
10. Jianghong, S., Zhongming, Z., Qingye, Z. and Yangeng, W. 2004. An algorithm for eliminating the isolated regions based on connected area in image classification. Proceedings of Geoscience and Remote Sensing Symposium. IEEE International, 5: 3058-3061.
11. Kälviäinen, H., Bosdogiani, P., Petrou, M. and Kittler, J. Mixed pixel classification with randomized Hough transform. Proceedings of 13th International Conference on Pattern Recognition. Vol. 2, pp.576-580.
12. Khan, S.I., Hong, Y., Wang, J., Yilmaz, K.K., Gourley, J.J., Adler, R.F., Brakenridge, G.R., Policelli, F., Habib, S. and Irwin, D. 2011. Satellite remote sensing and hydrologic modeling for flood inundation mapping in Lake Victoria Basin: implications for hydrologic prediction in ungauged basins. IEEE Transactions on Geoscience and Remote Sensing, 49: 85-95.
13. Kim, C. and Chi, K., 1998, Flood damage mapping in North Korea using multisensor data. In Proceedings 19th Asian Conference of Remote Sensing, 16-20 November 1998, Manila, Philippines Available online at http://www.a-a-r-s.org/acrs/ proceeding/ACRS1998/Papers/DIS98-1.htm
14. Klein Gebbinck, M.S. and Schouten, T.E. 1995. Decomposition of mixed pixels based on a physical linear mixture model. Image and GIS Processing for Remote Sensing II, SPIE 2579: 104-115.
15. Kohavi, R. and Provost, F. 1998. Glossary of terms. Editorial for the special issue on application of machine learning and the knowledge of discovery process. Machine Learning, 30: 271-274.
16. Lucas, N.S., Shanmugam, S. and Barnsley, M. 2002. Sub-pixel mapping of a costal dune ecosystem. Applied Geography, 22: 253-270.
17. Martínez, J.M. and Le Toan, T. 2007. Mapping of flood dynamics and spatial distribution of vegetation in the Amazon floodplain using multitemporal SAR data. Remote Sensing of Environment, 108: 209-223.
18. Nyborg, L. and Sandholt, I. 2001. NOAA-AVHRR based flood monitoring. Proceedings of Geoscience and Remote Sensing Symposium. IEEE 2001 International, 4: 1696-1698.
19. Profeti, G. and Macintosh, H. 1997. Flood management through Landsat TM and ERS SAR data: a case study. Hydrological Processes, 11: 1397-1408.
20. Saich, P., Thompson, J. and Rebelo, L. 2001. Monitoring wetland extent and dynamics in the Cat Tien National Park, Vietnam, using space-based radar remote sensing. Geoscience and Remote Sensing Symposium. IEEE 2001 International, 7: 3099-3101.
21. Sakamoto, T., Van Nguyen, N., Ohno, H., Ishitsuka, N. and Yokozawa, M. 2005. Spatio-temporal distribution of rice phenology and cropping systems in the Mekong Delta with special reference to the seasonal water flow of the Mekong and Bassac rivers. Remote Sensing of Environment, 100: 1-16.
22. Sanders, B.F. 2007. Evaluation of on-line DEMs for flood inundation modelling. Advances in Water Resources, 30: 1831-1843.
23. Sanyal, J. and Lu, X. 2004. Application of remote sensing in flood management with special reference to monsoon Asia: a review. Natural Hazards, 33: 283-301.
24. Sanyal, J. and Lu, X. 2005. Remote sensing and GIS-based flood vulnerability assessment of human settlements: a case study of Gangetic West Bengal, India. Hydrological Processes, 19: 3699-3716.
25. Smith, L. 1997. Satellite remote sensing of river inundation area, stage and discharge: a review. Hydrological Processes, 11: 1427-1439.
26. Towsend, P.A. and Walsh, S.J. 1998. Modeling floodplain inundation using an integrated GIS with radar and optical remote sensing. Geomorphology, 21: 295-312.
27. Töyráä, J. and Pietroniro, A. 2005. Towards operational monitoring of a northern wetland using geomatics-based techniques. Remote Sensing of Environment, 97: 174-191.
28. Tralli, D.M., Blom, R.G., Zlotnicki, V., Donnellan, A. and Evans, D.L. 2005. Satellite remote sensing of earthquake, volcano, flood, landslide and coastal inundation hazards. ISPRS Journal of Photogrammetry and Remote Sensing, 59: 185-198.
29. Verhoeye, J and De Wulf, R., 2000, Sub-pixel Mapping of Sahelian Wetlands using Multi-temporal SPOT VEGETATION Images. In VEGETATION 2000 Conference, 3-6 April 2000, Lake Maggiore, Italy Available online at: http://www.spot-vegetation. com/pages/vgtprep/vgt2000/verhoeye.html
30. Verhoeye, J. and De Wulf, R. 2002. Land cover mapping at sub-pixel scales using linear optimization techniques. Remote Sensing of Environment, 79: 96-104.
31. Wang, Y. 2002. Mapping extent of floods: what we have learned and how we can do better. Natural Hazards Review, 3: 68-73.
32. Wang, Y. 2004. Using Landsat 7 TM data acquired days after a flood event to delineate the maximum flood extent on a coastal floodplain. International Journal of Remote Sensing, 25: 959-974.
33. Wang, Y., Colby, J.D. and Mulcahy, K.A. 2002. An efficient method for mapping flood extent in a coastal floodplain using Landsat TM and DEM data. International Journal of Remote Sensing, 23: 3681-3696.
34. Yang, C, Zhou, C. and Wan, Q., 1999, Deciding the flood extent with Radarsat SAR data and Image Fusion. In Proceedings of 20th Asian Conference of Remote Sensing, 22-25 November 1999, Hong Kong Available online at: http://www.a-a-r-s.org/acrs/ proceeding/ACRS1999/Papers/PS399-13.htm
35. Zhan, X., Defries, R., Townshend, J., Dimiceli, C., Hansen, M., Huang, C. and Sohlberg, R. 2000. The 250 m global land cover change product from the moderate resolution imaging spectroradiometer of NASA's Earth Observation System. International Journal of Remote Sensing, 21: 1433-1460.
36. Zhan, X., Sohlberg, R., Townshend, J., Dimiceli, C., Carroll, M., Eatsman, J., Hansen, M. and Defries, R. 2002. Detection of land cover changes using MODIS 250 m data. Remote Sensing of Environment, 83: 336-350.