Evaluation of Landsat 8 OLI imagery for unsupervised inland water extraction

References

• Alsdorf, D. E., J. M. Melack, T. Dunne, L. A. K. Mertes, L. L. Hess, and L. C. Smith. 2000. “Interferometric Radar Measurements of Water Level Changes on the Amazon Flood Plain.” Nature 404: 174–177. doi:10.1038/35004560.
   PubMed Web of Science ®Google Scholar
• Davranche, A., G. Lefebvre, and B. Poulin. 2010. “Wetland Monitoring Using Classification Trees and SPOT-5 Seasonal Time Series.” Remote Sensing of Environment 114: 552–562. doi:10.1016/j.rse.2009.10.009.
   Web of Science ®Google Scholar
• De Asis, A. M., K. Omasa, K. Oki, and Y. Shimizu. 2008. “Accuracy and Applicability of Linear Spectral Unmixing in Delineating Potential Erosion Areas in Tropical Watersheds.” International Journal of Remote Sensing 29: 4151–4171. doi:10.1080/01431160701874579.
   Web of Science ®Google Scholar
• Downing, J. A., Y. T. Prairie, J. J. Cole, C. M. Duarte, L. J. Tranvik, R. G. Striegl, W. H. McDowell, P. Kortelainen, N. F. Caraco, and J. M. Melack. 2006. “The Global Abundance and Size Distribution of Lakes, Ponds, and Impoundments.” Limnology and Oceanography 51: 2388–2397. doi:10.4319/lo.2006.51.5.2388.
   Web of Science ®Google Scholar
• Du, Z., W. Li, D. Zhou, L. Tian, F. Ling, H. Wang, Y. Gui, and B. Sun. 2014. “Analysis of Landsat-8 OLI Imagery for Land Surface Water Mapping.” Remote Sensing Letters 5: 672–681. doi:10.1080/2150704X.2014.960606.
   Web of Science ®Google Scholar
• Du, Z., B. Linghu, F. Ling, W. Li, W. Tian, H. Wang, Y. Gui, B. Sun, and X. Zhang. 2012. “Estimating Surface Water Area Changes Using Time-Series Landsat Data in the Qingjiang River Basin, China.” Journal Applications Remote Sensing 6: 063–609. doi:10.1117/1.JRS.6.063609.
   Web of Science ®Google Scholar
• Du, Y., and C. Zhou. 1998. “Automatically Extracting Remote Sensing Information for Water Bodies.” Journal of Remote Sensing 4: 264–269.
   Google Scholar
• Feyisa, G. L., H. Meilby, R. Fensholt, and S. R. Proud. 2014. “Automated Water Extraction Index: A New Technique for Surface Water Mapping Using Landsat Imagery.” Remote Sensing of Environment 140: 23–35. doi:10.1016/j.rse.2013.08.029.
   Web of Science ®Google Scholar
• Hegarat-Mascle, S., I. Bloch, and D. Vidal-Madjar. 1997. “Application of Dempster-Shafer Evidence Theory to Unsupervised Classification in Multisource Remote Sensing.” IEEE Transactions on Geoscience and Remote Sensing 35: 1018–1031. doi:10.1109/36.602544.
   Web of Science ®Google Scholar
• Irons, J. R., J. L. Dwyer, and J. A. Barsi. 2012. “The Next Landsat Satellite: The Landsat Data Continuity Mission.” Remote Sensing of Environment 122: 11–21. doi:10.1016/j.rse.2011.08.026.
   Web of Science ®Google Scholar
• Jain, S. K., R. D. Singh, M. K. Jain, and A. K. Lohani. 2005. “Delineation of Flood-Prone Areas Using Remote Sensing Techniques.” Water Resources Management 19: 333–347. doi:10.1007/s11269-005-3281-5.
   Web of Science ®Google Scholar
• Ji, L., L. Zhang, and B. Wylie. 2009. “Analysis of Dynamic Thresholds for the Normalized Difference Water Index.” Photogrammetric Engineering & Remote Sensing 75: 1307–1317. doi:10.14358/PERS.75.11.1307.
   Web of Science ®Google Scholar
• Jiang, H., M. Feng, Y. Zhu, N. Lu, J. Huang, and T. Xiao. 2014. “An Automated Method for Extracting Rivers and Lakes from Landsat Imagery.” Remote Sensing 6: 5067–5089. doi:10.3390/rs6065067.
   Web of Science ®Google Scholar
• Klein, I., A. J. Dietz, U. Gessner, A. Galayeva, A. Myrzakhmetov, and C. Kuenzer. 2014. “Evaluation of Seasonal Water Body Extents in Central Asia over the past 27 Years Derived from Medium-Resolution Remote Sensing Data.” International Journal of Applied Earth Observation and Geoinformation 26: 335–349. doi:10.1016/j.jag.2013.08.004.
   Web of Science ®Google Scholar
• Kloiber, S. M., P. L. Brezonik, and M. E. Bauer. 2002. “Application of Landsat Imagery to Regional-Scale Assessments of Lake Clarity.” Water Research 36: 4330–4340.
   PubMed Web of Science ®Google Scholar
• Li, W., Z. Du, F. Ling, D. Zhou, H. Wang, Y. Gui, B. Sun, and X. Zhang. 2013. “A Comparison of Land Surface Water Mapping Using the Normalized Difference Water Index from TM, ETM and ALI.” Remote Sensing 5: 5530–5549.
   Web of Science ®Google Scholar
• Li, J., and Y. Sheng. 2012. “An Automated Scheme for Glacial Lake Dynamics Mapping Using Landsat Imagery and Digital Elevation Models: A Case Study in the Himalayas.” International Journal of Remote Sensing 33: 5194–5213. doi:10.1080/01431161.2012.657370.
   Web of Science ®Google Scholar
• Lyons, E. A., Y. Sheng, L. C. Smith, J. Li, K. M. Hinkel, J. D. Lenters, and J. Wang. 2013. “Quantifying Sources of Error in Multitemporal Multisensor Lake Mapping.” International Journal of Remote Sensing 34: 7887–7905. doi:10.1080/01431161.2013.827343.
   Web of Science ®Google Scholar
• McFeeters, S. K. 1996. “The Use of the Normalized Difference Water Index (NDWI) in the Delineation of Open Water Features.” International Journal of Remote Sensing 17: 1425–1432. doi:10.1080/01431169608948714.
   Web of Science ®Google Scholar
• Nilsson, C. 2005. “Fragmentation and Flow Regulation of the World’s Large River Systems.” Science 308: 405–408. doi:10.1126/science.1107887.
   PubMed Web of Science ®Google Scholar
• Otsu, N. 1979. “A Threshold Selection Method from Gray-Level Histograms.” IEEE Transactions on Systems, Man, and Cybernetics 9: 62–69. doi:10.1109/TSMC.1979.4310076.
   Web of Science ®Google Scholar
• Rogers, A. S., and M. S. Kearney. 2004. “Reducing Signature Variability in Unmixing Coastal Marsh Thematic Mapper Scenes Using Spectral Indices.” International Journal of Remote Sensing 25: 2317–2335. doi:10.1080/01431160310001618103.
   Web of Science ®Google Scholar
• Roy, D. P., M. A. Wulder, T. R. Loveland, C. E. Woodcock, R. G. Allen, M. C. Anderson, D. Helder, et al. 2014. “Landsat-8: Science and Product Vision for Terrestrial Global Change Research.” Remote Sensing of Environment 145: 154–172. doi:10.1016/j.rse.2014.02.001.
   Web of Science ®Google Scholar
• Ryu, J. H., J. S. Won, and K. D. Min. 2002. “Waterline Extraction from Landsat TM Data in A Tidal Flat - A Case Study in Gomso Bay, Korea.” Remote Sensing of Environment 83: 442–456. doi:10.1016/S0034-4257(02)00059-7.
   Web of Science ®Google Scholar
• Sawaya, K. E., L. G. Olmanson, N. J. Heinert, P. L. Brezonik, and M. E. Bauer. 2003. “Extending Satellite Remote Sensing to Local Scales: Land and Water Resource Monitoring Using High-Resolution Imagery.” Remote Sensing of Environment 88: 144–156. doi:10.1016/j.rse.2003.04.006.
   Web of Science ®Google Scholar
• Sethre, P. R., B. C. Rundquist, and P. E. Todhunter. 2005. “Remote Detection of Prairie Pothole Ponds in the Devils Lake Basin, North Dakota.” GIScience & Remote Sensing 42: 277–296. doi:10.2747/1548-1603.42.4.277.
   Google Scholar
• Shah, C. A., M. K. Arora, and P. K. Varshney. 2004. “Unsupervised Classification of Hyperspectral Data: An ICA Mixture Model Based Approach.” International Journal of Remote Sensing 25: 481–487. doi:10.1080/01431160310001618040.
   Web of Science ®Google Scholar
• Smith, L. C. 1997. “Satellite Remote Sensing of River Inundation Area, Stage, and Discharge: A Review.” Hydrological Processing 11: 1427–1439. doi:10.1002/(ISSN)1099-1085.
   Web of Science ®Google Scholar
• Smith, L. C., Y. Sheng, G. M. MacDonald, and L. D. Hinzman. 2005. “Disappearing Arctic Lakes.” Science 308: 1429. doi:10.1126/science.1108142.
   PubMed Web of Science ®Google Scholar
• Soti, V., A. Tran, J.-S. Bailly, C. Puech, D. L. Seen, and A. Begue. 2009. “Assessing Optical Earth Observation Systems for Mapping and Monitoring Temporary Ponds in Arid Areas.” International Journal of Applied Earth Observation and Geoinformation 11: 344–351. doi:10.1016/j.jag.2009.05.005.
   Web of Science ®Google Scholar
• Sun, F., W. Sun, J. Chen, and P. Gong. 2012. “Comparison and Improvement of Methods for Identifying Waterbodies in Remotely Sensed Imagery.” International Journal of Remote Sensing 33: 6854–6875. doi:10.1080/01431161.2012.692829.
   Web of Science ®Google Scholar
• Tulbure, M. G., and M. Broich. 2013. “Spatiotemporal Dynamic of Surface Water Bodies Using Landsat Time-Series Data from 1999 to 2011.” ISPRS Journal of Photogrammetry and Remote Sensing 79: 44–52. doi:10.1016/j.isprsjprs.2013.01.010.
   Web of Science ®Google Scholar
• Ungar, S., J. Pearlman, J. Mendenhall, and D. Reuter. 2003. “Overview of the EARTH Observing One (EO-1) Mission.” IEEE Transactions on Geoscience and Remote Sensing 41: 1149–1159. doi:10.1109/TGRS.2003.815999.
   Web of Science ®Google Scholar
• Vorosmarty, C. J., P. Green, J. Salisbury, and R. B. Lammers. 2000. “Global Water Resources: Vulnerability from Climate Change and Population Growth.” Science 289: 284–288. doi:10.1126/science.289.5477.284.
   PubMed Web of Science ®Google Scholar
• Wang, J., Y. Sheng, and T. D. Tong. 2014. “Monitoring Decadal Lake Dynamics across the Yangtze Basin Downstream of Three Gorges Dam.” Remote Sensing of Environment 152: 251–269. doi:10.1016/j.rse.2014.06.004.
   Web of Science ®Google Scholar
• Xie, H., X. Luo, X. Xu, X. Tong, Y. Jin, H. Pan, and B. Zhou. 2014. “New Hyperspectral Difference Water Index for the Extraction of Urban Water Bodies by the Use of Airborne Hyperspectral Images.” Journal Applications Remote Sensing 8: 085–098. doi:10.1117/1.JRS.8.085098.
   Web of Science ®Google Scholar
• Xu, H. 2006. “Modification of Normalised Difference Water Index (NDWI) to Enhance Open Water Features in Remotely Sensed Imagery.” International Journal of Remote Sensing 27: 3025–3033. doi:10.1080/01431160600589179.
   Web of Science ®Google Scholar
• Yilmaz, K. K., R. F. Adler, Y. Tian, Y. Hong, and H. F. Pierce. 2010. “Evaluation of a Satellite-Based Global Flood Monitoring System.” International Journal of Remote Sensing 31: 3763–3782. doi:10.1080/01431161.2010.483489.
   Web of Science ®Google Scholar
• Yu, J. K., Y. S. Huang, and X. Z. Feng. 2001. “Study on Water Bodies Extraction and Classification from SPOT Image.” Journal Remote Sensing 5: 214–219.
   Google Scholar
• Zhou, C., J. Luo, C. Yang, B. Li, and S. Wang. 2000. “Flood Monitoring Using Multi-Temporal AVHRR and RADARSAT Imagery.” Photogrammetric Engineering & Remote Sensing 66: 633–638.
   Web of Science ®Google Scholar