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Research article

On the extraction of the reservoirs’ waterline using polarimetric X-band SAR measurements: the case study of the San Giuliano reservoir, Italy

ORCID Icon, ORCID Icon, ORCID Icon, & ORCID Icon
Pages 6060-6088 | Received 23 May 2023, Accepted 09 Sep 2023, Published online: 16 Oct 2023

References

  • ASI. 2021. “COSMO-Skymed Seconda Generazione: System and Products Description.” Tech. Report CE-UOT-2021-002.
  • Bao, L., L. Xiaolei, and J. Yao. 2021. “Water Extraction in SAR Images Using Features Analysis and Dual-Threshold Graph Cut Model.” Remote Sensing 13 (17): 3465. https://doi.org/10.3390/rs13173465.
  • Behnamian, A., S. Banks, L. White, B. Brisco, K. Millard, J. Pasher, Z. Chen, J. Duffe, L. Bourgeau-Chavez, and M. Battaglia. 2017. “Semi-Automated Surface Water Detection with Synthetic Aperture Radar Data: A Wetland Case Study.” Remote Sensing 9 (12): 1209. https://doi.org/10.3390/rs9121209.
  • Berger, V. W., and Y. Zhou. 2014. “Kolmogorov–Smirnov Test: Overview.” Wiley StatsRef: Statistics Reference Online. https://doi.org/10.1002/9781118445112.stat06558.
  • Brisco, B. 2015. “Mapping and Monitoring Surface Water and Wetlands with Synthetic Aperture Radar.” Remote Sensing of Wetlands: Applications and Advances 119–136. https://doi.org/10.1201/B18210-9.
  • Buono, A., C. Regina De Macedo, F. Nunziata, D. Velotto, and M. Migliaccio. 2019. “Analysis on the Effects of SAR Imaging Parameters and Environmental Conditions on the Standard Deviation of the Co-Polarized Phase Difference Measured Over Sea Surface.” Remote Sensing 11 (1): 18. https://doi.org/10.3390/rs11010018.
  • Calabrese, D., F. Carnevale, A. Croce, I. Rana, G. Spera, R. Venturini, C. Germani, et al. 2015. “New Concepts and Innovative Solutions of the COSMO-Skymed ‘Seconda Generazione’ System.” In 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 223–226. IEEE. https://doi.org/10.1109/IGARSS.2015.7325740.
  • Cloude, S. R., and E. Pottier. 1996. “A Review of Target Decomposition Theorems in Radar Polarimetry.” IEEE Transactions on Geoscience and Remote Sensing 34 (2): 498–518. https://doi.org/10.1109/36.485127.
  • Corcione, V., A. Buono, F. Nunziata, and M. Migliaccio. 2021. “A Sensitivity Analysis on the Spectral Signatures of Low-Backscattering Sea Areas in Sentinel-1 SAR Images.” Remote Sensing 13 (6): 1183. https://doi.org/10.3390/rs13061183.
  • Davis, S. M., D. A. Landgrebe, T. L. Phillips, P. H. Swain, R. M. Hoffer, J. C. Lindenlaub, and L. F. Silva. 1978. “Remote Sensing: The Quantitative Approach.” New York, McGraw-Hill International Book Co.
  • Dellepiane, S., R. De Laurentiis, and F. Giordano. 2004. “Coastline Extraction from SAR Images and a Method for the Evaluation of the Coastline Precision.” Pattern Recognition Letters 25 (13): 1461–1470. https://doi.org/10.1016/j.patrec.2004.05.022.
  • Di Luccio, D., G. Benassai, G. Di Paola, L. Mucerino, A. Buono, C. Maria Rosskopf, F. Nunziata, M. Migliaccio, A. Urciuoli, and R. Montella. 2019. “Shoreline Rotation Analysis of Embayed Beaches by Means of in situ and Remote Surveys.” Sustainability 11 (3): 725. https://doi.org/10.3390/su11030725.
  • Ding, X., and L. XiaoFeng. 2011. “Monitoring of the Water-Area Variations of Lake Dongting in China with ENVISAT ASAR Images.” International Journal of Applied Earth Observation and Geoinformation 13 (6): 894–901. https://doi.org/10.1016/j.jag.2011.06.009.
  • FAO. 2023. “AQUASTAT: Fao’s Global Information System on Water and Agriculture.” Available on line. https://www.fao.org/aquastat/en/databases/dams/.
  • Ferrentino, E., A. Buono, F. Nunziata, A. Marino, and M. Migliaccio. 2020. “On the Use of Multipolarization Satellite SAR Data for Coastline Extraction in Harsh Coastal Environments: The Case of Solway Firth.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14:249–257. https://doi.org/10.1109/JSTARS.2020.3036458.
  • Ferrentino, E., F. Nunziata, A. Buono, A. Urciuoli, and M. Migliaccio. 2020. “Multipolarization Time Series of Sentinel-1 SAR Imagery to Analyze Variations of reservoirs’ Water Body.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13:840–846. https://doi.org/10.1109/JSTARS.2019.2961563.
  • Ferrentino, E., F. Nunziata, and M. Migliaccio. 2017. “Full-Polarimetric SAR Measurements for Coastline Extraction and Coastal Area Classification.” International Journal of Remote Sensing 38 (23): 7405–7421. https://doi.org/10.1080/01431161.2017.1376128.
  • Freeman, A., and S. L. Durden. 1998. “A Three-Component Scattering Model for Polarimetric SAR Data.” IEEE Transactions on Geoscience and Remote Sensing 36 (3): 963–973. https://doi.org/10.1109/36.673687.
  • French, R. H., J. J. Miller, C. Dettling, and J. R. Carr. 2006. “Use of Remotely Sensed Data to Estimate the Flow of Water to a Playa Lake.” Journal of Hydrology 325 (1): 67–81. https://doi.org/10.1016/j.jhydrol.2005.09.034.
  • Goumehei, E., E. T. Vladimir, A. Stein, and W. Yan. 2019. “Surface Water Body Detection in Polarimetric SAR Data Using Contextual Complex Wishart Classification.” Water Resources Research 5 (8): 7047–7059. https://doi.org/10.1029/2019WR025192.
  • Guissard, A. 1994. “Mueller and Kennaugh Matrices in Radar Polarimetry.” IEEE Transactions on Geoscience and Remote Sensing 32 (3): 590–597. https://doi.org/10.1109/36.297977.
  • Guo, Z., W. Lin, Y. Huang, Z. Guo, J. Zhao, and L. Ning. 2022. “Water-Body Segmentation for SAR Images: Past, Current, and Future.” Remote Sensing 14 (7): 1752. https://doi.org/10.3390/rs14071752.
  • Gupta, R. P., and S. Banerji. 1985. “Monitoring of Reservoir Volume Using Landsat Data.” Journal of Hydrology 77 (1–4): 159–170. https://doi.org/10.1016/0022-1694(85)90204-5.
  • Hajnsek, I., E. Pottier, and S. R. Cloude. 2003. “Inversion of Surface Parameters from Polarimetric SAR.” IEEE Transactions on Geoscience and Remote Sensing 41 (4): 727–744. https://doi.org/10.1109/TGRS.2003.810702.
  • Hogeboom, R. J., L. Knook, and A. Y. Hoekstra. 2018. “The Blue Water Footprint of the World’s Artificial Reservoirs for Hydroelectricity, Irrigation, Residential and Industrial Water Supply, Flood Protection, Fishing and Recreation.” Advances in Water Resources 113:285–294. https://doi.org/10.1016/j.advwatres.2018.01.028.
  • Hong, S., H. Jang, N. Kim, and H.-G. Sohn. 2015. “Water Area Extraction Using RADARSAT SAR Imagery Combined with Landsat Imagery and Terrain Information.” Sensors 15 (3): 6652–6667. https://doi.org/10.3390/s150306652.
  • Ivonin, D. V., S. Skrunes, C. Broke, and A. Yu Ivanon. 2016. “Interpreting Sea Surface Slicks on the Basis of the Normalized Radar Cross-Section Model Using RADARSAT-2 Copolarization Dual-Channel SAR Images.” Geophysical Research Letters 43 (6): 2748–2757. https://doi.org/10.1002/2016GL068282.
  • Kreiser, Z., B. Killough, and S. R. Rizvi. 2018. “Water Across Synthetic Aperture Radar Data (WASARD): SAR Water Body Classification for the Open Data Cube.” In IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium, 437–440. Valencia, Spain: IEEE.
  • Lastovicka, J., P. Svec, D. Paluba, N. Kobliuk, J. Svoboda, R. Hladky, and P. Stych. 2020. “Sentinel-2 Data in an Evaluation of the Impact of the Disturbances on Forest Vegetation.” Remote Sensing 12 (12): 1914. https://doi.org/10.3390/rs12121914.
  • Lehner, B., C. Reidy Liermann, C. Revenga, C. Vörösmarty, B. Fekete, P. Crouzet, P. Döll, et al. 2011. “High-Resolution Mapping of the World’s Reservoirs and Dams for Sustainable River-Flow Management.” Frontiers in Ecology and the Environment 9 (9): 494–502. https://doi.org/10.1890/100125.
  • Liu, H., and K. C. Jezek. 2004. “Automated Extraction of Coastline from Satellite Imagery by Integrating Canny Edge Detection and Locally Adaptive Thresholding Methods.” International Journal of Remote Sensing 25 (5): 937–958. https://doi.org/10.1080/0143116031000139890.
  • Li, J., and S. Wang. 2015. “An Automatic Method for Mapping Inland Surface Waterbodies with Radarsat-2 Imagery.” International Journal of Remote Sensing 36 (5): 1367–1384. https://doi.org/10.1080/01431161.2015.1009653.
  • Lo Curzio, S., F. Russo, and M. Caporaso. 2013. “Application of Remote Sensing and GIS Analysis to Detect Morphological Changes in an Artificial Lake.” International Journal of Remote Sensing and Geosciences 2 (4): 7–13.
  • Medina, C., J. Gomez-Enri, J. Juan Alonso, and P. Villares. 2010. “Water Volume Variations in Lake Izabal (Guatemala) from in situ Measurements and ENVISAT Radar Altimeter (RA-2) and Advanced Synthetic Aperture Radar (ASAR) Data Products.” Journal of Hydrology 382 (1–4): 34–48. https://doi.org/10.1016/j.jhydrol.2009.12.016.
  • Minchew, B., C. E. Jones, and B. Holt. 2012. “Polarimetric Analysis of Backscatter from the Deepwater Horizon Oil Spill Using L-Band Synthetic Aperture Radar.” IEEE Transactions on Geoscience and Remote Sensing 50 (10): 3812–3830. https://doi.org/10.1109/TGRS.2012.2185804.
  • Montuori, A., F. Nunziata, M. Migliaccio, and P. Sobieski. 2016. “X-Band Two-Scale Sea Surface Scattering Model to Predict the Contrast Due to an Oil Slick.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9 (11): 4970–4978. https://doi.org/10.1109/JSTARS.2016.2605151.
  • Morio, J., P. Refregier, F. Goudail, P. C. Dubois-Fernandez, and X. Dupuis. 2009. “A Characterization of Shannon Entropy and Bhattacharyya Measure of Contrast in Polarimetric and Interferometric SAR Image.” Proceedings of the IEEE 97 (6): 1097–1108. https://doi.org/10.1109/JPROC.2009.2017107.
  • Nunziata, F., A. Buono, and M. Migliaccio. 2018. “COSMO-SkyMed Synthetic Aperture Radar Data to Observe the Deepwater Horizon Oil Spill.” Sustainability 10 (10): 3599. https://doi.org/10.3390/su10103599.
  • Nunziata, F., A. Buono, M. Migliaccio, and G. Benassai. 2016. “Dual-Polarimetric C- and X-Band SAR Data for Coastline Extraction.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9 (11): 4921–4928. https://doi.org/10.1109/JSTARS.2016.2560342.
  • Nunziata, F., P. Sobieski, and M. Migliaccio. 2009. “The Two-Scale BPM Scattering Model for Sea Biogenic Slicks Contrast.” IEEE Transactions on Geoscience & Remote Sensing 47 (7): 1949–1956. https://doi.org/10.1109/TGRS.2009.2013135.
  • Pipitone, C., A. Maltese, G. Dardanelli, M. Lo Brutto, and G. La Loggia. 2018. “Monitoring Water Surface and Level of a Reservoir Using Different Remote Sensing Approaches and Comparison with Dam Displacements Evaluated via GNSS.” Remote Sensing 10 (1): 71. https://doi.org/10.3390/rs10010071.
  • Purkis, S. J., and V. V. Klemas. 2011. Remote Sensing and Global Environmental Change. John Wiley and Sons Ltd. https://doi.org/10.1002/9781118687659.
  • Schmitt, M. 2020. “Potential of Large-Scale Inland Water Body Mapping from Sentinel-1/2 Data on the Example of Bavaria’s Lakes and Rivers.” PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science 88 (3–4): 271–289. https://doi.org/10.1007/s41064-020-00111-2.
  • Serva, S., C. Fiorentino, and F. Covello. 2015. “The COSMO-Skymed Seconda Generazione Key Improvements to Respond to the User Community Needs.” In 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 219–222. IEEE. https://doi.org/10.1109/IGARSS.2015.7325739.
  • Shen, G., F. Wenxue, H. Guo, and J. Liao. 2022. “Water Body Mapping Using Long Time Series Sentinel-1 SAR Data in Poyang Lake.” Water 14 (12): 1902. https://doi.org/10.3390/w14121902.
  • Skrunes, S., C. Brekke, and A. P. Doulgeris. 2015. “Characterization of Low-Backscatter Ocean Features in Dual-Copolarization SAR Using Log-Cumulants.” IEEE Geoscience and Remote Sensing Letters 12 (4): 836–840. https://doi.org/10.1109/LGRS.2014.2363688.
  • van Zyl, J., C. Papas, and C. Elachi. 1987. “On the Optimum Polarizations of Incoherently Reflected Waves.” IEEE Transactions on Antennas and Propagation 35 (7): 818–825. https://doi.org/10.1109/TAP.1987.1144175.
  • Vickers, H., E. Malnes, and K.-A. Høgda. 2019. “Long-Term Water Surface Area Monitoring and Derived Water Level Using Synthetic Aperture Radar (SAR) at Altevatn, a Medium-Sized Arctic Lake.” Remote Sensing 11 (23): 2780. https://doi.org/10.3390/rs11232780.
  • Weinberg, G. V., and C. Tran. 2018. “Burr Distribution for X-Band Maritime Surveillance Radar Clutter.” Progress in Electromagnetics Research B 81:183–201. https://doi.org/10.2528/PIERB18061801.
  • Xing, L., X. Tang, H. Wang, W. Fan, and G. Wang. 2018. “Monitoring Monthly Surface Water Dynamics of Dongting Lake Using Sentinel-1 Data at 10 M.” PeerJ 6 (e4992): 1–22. https://doi.org/10.7717/peerj.4992.
  • Zahriban, H., A. B. Mozhgan, F. Nunziata, G. Aulicino, and M. Migliaccio. 2022. “Multi-Polarisation C-Band SAR Imagery to Estimate the Recent Dynamics of the d’Iberville Glacier.” Remote Sensing 14 (22): 5758. https://doi.org/10.3390/rs14225758.
  • Zeng, L., M. Schmitt, L. Lin, and X. Xiang Zhu. 2017. “Analysing Changes of the Poyang Lake Water Area Using Sentinel-1 Synthetic Aperture Radar Imagery.” International Journal of Remote Sensing 38 (23): 7041–7069. https://doi.org/10.1080/01431161.2017.1370151.
  • Zhang, W., B. Hu, and G. S. Brown. 2020. “Automatic Surface Water Mapping Using Polarimetric SAR Data for Long-Term Change Detection.” Water 12 (3): 872. https://doi.org/10.3390/w12030872.
  • Zhu, W., Z. Dai, G. Hong, and X. Zhu. 2021. “Water Extraction Method Based on Multi-Texture Feature Fusion of Synthetic Aperture Radar Images.” Sensors 21 (14): 4945. https://doi.org/10.3390/s21144945.