Abstract
Water is the most important for human body, environment, and transportation and so on. One of the interesting areas of research is the use of satellite image. We can use the various techniques and compare them to check the result to each other. Survey the very dry area for water and conventional techniques used the satellite image. The objective of the paper is water resource detection using satellite image. Satellite image provides the data and information about any earth surface or object without making physical contact with it. It will help to come up with the best idea or technique that can be used for our research. We have used GRNN algorithm to detect the water resources that are available on the surface of earth, and we found 97.10% accuracy. Please check and confirm if the author names and initials are correct.correct
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References
Frazier PS, Page KJ (2000) Water body detection and delineation with landsat TM data. Photogram Eng Remote Sens 66(12):1461–1468
Vrieling A (2006) Satellite remote sensing for water erosion assessment: a review. CATENA 65(1):2–18
Rokni, K., et al. (2014) Water feature extraction and change detection using multitemporal Landsat imagery. Remote sensing 6(5), 4173–4189
Ozesmi SL, Bauer ME (2002) Satellite remote sensing of wetlands. Wetlands Ecol Manage 10(5):381–402
Govender M, Chetty K, Bulcock H (2007) A review of hyperspectral remote sensing and its application in vegetation and water resource studies. Water Sa 33(2)
Liu Y et al (2005) Land use/cover changes, the environment and water resources in Northeast China. Environ Manage 36(5):691–701
Xu C-Y, Singh VP (2004) Review on regional water resources assessment models under stationary and changing climate. Water Resour Manage 18(6):591–612
Wang WS et al (2009) A new approach to water resources system assessment—set pair analysis method. Sci China Ser E: Technol Sci 52(10):3017–3023
Young AR, Grew R, Holmes MGR (2003) Low flows 2000: a national water resources assessment and decision support tool. Water Sci Technol 48(10):119–126
Hart D et al (2007) CANARY: a water quality event detection algorithm development tool. In: World environmental and water resources congress 2007: Restoring Our Natural Habitat
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Upadhyay, A., Pandey, M., Pandey, A.K. (2021). Water Resource Detection Using High Resolution Satellite Image and GRNN. In: Goar, V., Kuri, M., Kumar, R., Senjyu, T. (eds) Advances in Information Communication Technology and Computing. Lecture Notes in Networks and Systems, vol 135. Springer, Singapore. https://doi.org/10.1007/978-981-15-5421-6_25
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DOI: https://doi.org/10.1007/978-981-15-5421-6_25
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