A simple automated dynamic threshold extraction method for the classification of large water bodies from landsat-8 OLI water index images

References

• Bagli, S., and P. Soille. 2004. “Automatic Delineation of Shoreline and Lake Boundaries from Landsat Satellite Images.” In Proceedings of Initial ECO-IMAGINE GI and GIS for Integrated Coastal Management,Seville, Spain, May 13–15, p. 4.
   Google Scholar
• Bishop, M. P. 1999. “SPOT Panchromatic Imagery and Neural Networks for Information Extraction in a Complex Mountain Environment.” Geocarto International 14 (2): 19–28. doi:10.1080/10106049908542100.
   Google Scholar
• Boland, D. H. 1976. Trophic Classification of Lakes Using Landsat-1 (ERTS-1) Multispectral Scanner Data. US Environmental Protection Agency, Office of Research and Development, Corvallis Environmental Research Laboratory,Corvallis, Oregon.
   Google Scholar
• Carroll, M., J. R. Townshend, C. M. DiMiceli, P. Noojipady, and R. Sohlberg. 2009. “A New Global Raster Water Mask at 250 M Resolution.” International Journal of Digital Earth 2 (4): 291–308. doi:10.1080/17538940902951401.
   Web of Science ®Google Scholar
• Feng, M., J. O. Sexton, S. Channan, and J. R. Townshend. 2016. “A Global, High-Resolution (30-M) Inland Water Body Dataset for 2000: First Results of A Topographic–Spectral Classification Algorithm.” International Journal of Digital Earth 9 (2): 113–133. doi:10.1080/17538947.2015.1026420.
   Web of Science ®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
• Fisher, A., N. Flood, and T. Danaher. 2016. “Comparing Landsat Water Index Methods for Automated Water Classification in Eastern Australia.” Remote Sensing of Environment 175: 167–182. doi:10.1016/j.rse.2015.12.055.
   Web of Science ®Google Scholar
• Frazier, P. S., and K. J. Page. 2000. “Water Body Detection and Delineation with Landsat TM Data.” Photogrammetric Engineering and Remote Sensing 66 (12): 1461–1468.
   Web of Science ®Google Scholar
• Gao, H., L. Wang, L. Jing, and J. Xu. 2016. “An Effective Modified Water Extraction Method for Landsat-8 OLI Imagery of Mountainous Plateau Regions.” IOP Conference Series: Earth and Environmental Science. IOP Conference Series: Earth and Environmental Science 34: 012010. doi:10.1088/1755-1315/34/1/012010.
   Google Scholar
• Hu, C. 2009. “A Novel Ocean Color Index to Detect Floating Algae in the Global Oceans.” Remote Sensing of Environment 113 (10): 2118–2129. doi:10.1016/j.rse.2009.05.012.
   Web of Science ®Google Scholar
• Hu, C., J. Cannizzaro, K. L. Carder, F. E. Muller-Karger, and R. Hardy. 2010. “Remote Detection of Trichodesmium Blooms in Optically Complex Coastal Waters: Examples with MODIS Full-Spectral Data.” Remote Sensing of Environment 114 (9): 2048–2058. doi:10.1016/j.rse.2010.04.011.
   Web of Science ®Google Scholar
• Huang, L., Z. Li, B. S. Tian, Q. Chen, J. L. Liu, and R. Zhang. 2011. “Classification and Snow Line Detection for Glacial Areas Using the Polarimetric Sar Image.” Remote Sensing of Environment 115 (7): 1721–1732. doi:10.1016/j.rse.2011.03.004.
   Web of Science ®Google Scholar
• Jain, S. K., R. Singh, M. Jain, and A. Lohani. 2005. “Delineation of Flood-Prone Areas Using Remote Sensing Techniques.” Water Resources Management 19 (4): 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 and Remote Sensing 75 (11): 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 (6): 5067–5089. doi:10.3390/rs6065067.
   Web of Science ®Google Scholar
• Khandelwal, A., A. Karpatne, M. Marlier, J. Kim, D. Lettenmaier, and V. Kumar. 2017. “An Approach for Global Monitoring of Surface Water Extent Variations Using Modis Data.” Remote Sensing of Environment (In Press, Available Online 21 June 2017). doi:10.1016/j.rse.2017.05.039.
   Google Scholar
• Kingsford, R., R. Thomas, P. Wong, and E. Knowles. 1997. GIS Database for Wetlands of the Murray Darling Basin, Final Report of the Murray Darling Basin Commission. Sydney, Australia: National Parks and Wildlife Service.
   Google Scholar
• Leckie, D. G., E. Cloney, C. Jay, and D. Paradine. 2005. “Automated Mapping of Stream Features with High-Resolution Multispectral Imagery.” Photogrammetric Engineering and Remote Sensing 71 (2): 145–155. doi:10.14358/PERS.71.2.145.
   Web of Science ®Google Scholar
• Lehner, B., and P. Döll. 2004. “Development and Validation of a Global Database of Lakes, Reservoirs and Wetlands.” Journal of Hydrology 296 (1): 1–22. doi:10.1016/j.jhydrol.2004.03.028.
   Web of Science ®Google Scholar
• Li, J., Y.-W. Sheng, and J. Luo. 2011. “Automatic Extraction of Himalayan Glacial Lakes with Remote Sensing.” Yaogan Xuebao- Journal of Remote Sensing 15 (1): 29–43.
   Google Scholar
• Li, Y., X. Gong, Z. Guo, K. Xu, D. Hu, and H. Zhou. 2016. “An Index and Approach for Water Extraction Using Landsat–OLI Data.” International Journal of Remote Sensing 37 (16): 3611–3635. doi:10.1080/01431161.2016.1201228.
   Web of Science ®Google Scholar
• Lira, J. 2006. “Segmentation and Morphology of Open Water Bodies from Multispectral Images.” International Journal of Remote Sensing 27 (18): 4015–4038. doi:10.1080/01431160600702384.
   Web of Science ®Google Scholar
• Lu, D., and Q. Weng. 2007. “A Survey of Image Classification Methods and Techniques for Improving Classification Performance.” International Journal of Remote Sensing 28 (5): 823–870. doi:10.1080/01431160600746456.
   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 (7): 1425–1432. doi:10.1080/01431169608948714.
   Web of Science ®Google Scholar
• Ouma, Y. O., and R. Tateishi. 2006. “A Water Index for Rapid Mapping of Shoreline Changes of Five East African Rift Valley Lakes: An Empirical Analysis Using Landsat TM and ETM+ Data.” International Journal of Remote Sensing 27 (15): 3153–3181. doi:10.1080/01431160500309934.
   Web of Science ®Google Scholar
• Pekel, J. F., A. Cottam, N. Gorelick, and A. S. Belward. 2016. “High-Resolution Mapping of Global Surface Water and Its Long-Term Changes.” Nature 540: 418–422. doi:10.1038/nature20584.
   PubMed Web of Science ®Google Scholar
• Prewitt, J., and M. L. Mendelsohn. 1966. “The Analysis of Cell Images.” Annals of the New York Academy of Sciences 128 (1): 1035–1053. doi:10.1111/j.1749-6632.1965.tb11715.x.
   PubMed Web of Science ®Google Scholar
• Reis, S., and H. M. Yilmaz. 2008. “Temporal Monitoring of Water Level Changes in Seyfe Lake Using Remote Sensing.” Hydrological Processes 22 (22): 4448–4454. doi:10.1002/hyp.7047.
   Web of Science ®Google Scholar
• Rokni, K., A. Ahmad, A. Selamat, and S. Hazini. 2014. “Water Feature Extraction and Change Detection Using Multitemporal Landsat Imagery.” Remote Sensing 6 (5): 4173–4189. doi:10.3390/rs6054173.
   Web of Science ®Google Scholar
• Rundquist, D. C., M. P. Lawson, L. P. Queen, and R. S. Cerveny. 1987. “The Relationship between Summer‐Season Rainfall Events and Lake‐Surface Area1.” JAWRA Journal of the American Water Resources Association 23 (3): 493–508. doi:10.1111/j.1752-1688.1987.tb00828.x.
   Google Scholar
• Subramaniam, S., A. S. Babu, and P. S. Roy. 2011. “Automated Water Spread Mapping Using ResourceSat-1 AWiFS Data for Water Bodies Information System.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 4 (1): 205–215. doi:10.1109/JSTARS.2010.2085032.
   Web of Science ®Google Scholar
• Townshend, J. R., and C. Justice. 1986. “Analysis of the Dynamics of African Vegetation Using the Normalized Difference Vegetation Index.” International Journal of Remote Sensing 7 (11): 1435–1445. doi:10.1080/01431168608948946.
   Web of Science ®Google Scholar
• Tucker, C., and P. Sellers. 1986. “Satellite Remote Sensing of Primary Production.” International Journal of Remote Sensing 7 (11): 1395–1416. doi:10.1080/01431168608948944.
   Web of Science ®Google Scholar
• USGS. SRTM Water Body Dataset. 2012. Accessed June 17 2014. https://lta.cr.usgs.gov/srtm_water_body_dataset
   Google Scholar
• Verpoorter, C., T. Kutser, and L. Tranvik. 2012. “Automated Mapping of Water Bodies Using Landsat Multispectral Data.” Limnol. Oceanogr. Methods 10: 1037–1050. doi:10.4319/lom.2012.10.1037.
   Web of Science ®Google Scholar
• Wang, M. 2007. “Remote Sensing of the Ocean Contributions from Ultraviolet to Near-Infrared Using the Shortwave Infrared Bands: Simulations.” Applied Optics 46 (9): 1535–1547. doi:10.1364/AO.46.001535.
   PubMed Web of Science ®Google Scholar
• White, M. 1978. “Reservoir Surface-Area from Landsat Imagery.” Photogrammetric Engineering and Remote Sensing 44 (11): 1421–1426.
   Web of Science ®Google Scholar
• Work, E. A. Jr, and D. S. Gilmer. 1976. “Utilization of Satellite Data for Inventorying Prairie Ponds and Lakes.” Photogrammetric Engineering and Remote Sensing 42 (5): 685–694. http://worldcat.org/issn/00991112.
   Web of Science ®Google Scholar
• Xie, H., X. Luo, X. Xu, H. Pan, and X. Tong. 2016. “Evaluation of Landsat 8 OLI Imagery for Unsupervised Inland Water Extraction.” International Journal of Remote Sensing 37 (8): 1826–1844. doi:10.1080/01431161.2016.1168948.
   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 (14): 3025–3033. doi:10.1080/01431160600589179.
   Web of Science ®Google Scholar
• Yang, Y., Y. Liu, M. Zhou, S. Zhang, W. Zhan, C. Sun, and Y. Duan. 2015. “Landsat 8 OLI Image Based Terrestrial Water Extraction from Heterogeneous Backgrounds Using a Reflectance Homogenization Approach.” Remote Sensing of Environment 171: 14–32. doi:10.1016/j.rse.2015.10.005.
   Web of Science ®Google Scholar
• Zanter, K. 2015. Landsat 8 (L8) Data Users Handbook. U.S. Geological Survey, National Oceanic and Atmospheric Administration. http://www.webcitation.org/6mu9r7riR.
   Google Scholar
• Zhang, T., H. Ren, Q. Qin, C. Zhang, and Y. Sun. 2017. “Surface Water Extraction from Landsat 8 OLI Imagery Using the LBV Transformation.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10 (10): 4417–4429. doi:10.1109/JSTARS.2017.2719029.
   Web of Science ®Google Scholar
• Zhang, X., C. Zhu, J. Luo, and J. Yang. 2013. “A Method for Water Body Adaptive Extraction from Remote Sensing Imagery Based on Local End Member Spectral Characterization.” Spectroscopy and Spectral Analysis 33 (6): 1670–1677. doi:10.3964/j.issn.1000-0593(2013)06-1670-08.
   Web of Science ®Google Scholar