Open Access Open Access  Restricted Access Subscription Access

Water Resource Management Using Artificial Intelligence Enabled RS & GIS

Samirsinh P Parmar

Abstract


Research and applications of RS & GIS in water resources management were practiced in the last two decades. The pitfalls and shortcomings of GIS technology can be minimized by artificial intelligence. Artificial intelligence (AI)-based techniques have become more prevalent in recent years because of the most appropriate applications with precision. Compared to sectors like energy, healthcare, or transportation, the usage of AI-based techniques in the water domain is comparatively modest. This paper reviews current AI applications for managing water resources and offers some speculative applications for AI in tandem with GIS technology. It outlines the step-by-step implementation of GIS technology with AI for managing water resources. Finally, the future of AI-GIS technology for managing water resources is examined.


Full Text:

PDF

References


Reddy K.S.(2021). Water Resources management, Training manual. Ministry of Housing and Urban Affairs Government of India NIUA:9.

Parekh, A, Patel, AS, Parmar, S, Patel, V. Web usage mining: frequent pattern generation using association rule mining and clustering. Int. J. Eng. Res. Technol. 4 (4):1243-1246.

Shamsi, U. M. S. (1999). GIS and water resources modeling: state-of-the-art. Journal of Water Management Modeling.

McKinney, D. C., & Cai, X. (2002). Linking GIS and water resources management models: an object-oriented method. Environmental Modelling & Software, 17(5), 413-425.

Fedra, K. (1996). Distributed models and embedded GIS: integration strategies and case studies. GIS and environmental modeling: Progress and research issues, 413-418.

Watkins Jr, D. W., & McKinney, D. C. (1995). Recent developments associated with decision support systems in water resources. Reviews of Geophysics, 33(S2), 941-948..

Belaineh, G., Peralta, R. C., & Hughes, T. C. (1999). Simulation/optimization modeling for water resources management. Journal of water resources planning and management, 125(3), 154-161..

Bozorg-Haddad, O. (Ed.). (2021). Essential Tools for Water Resources Analysis, Planning, and Management. Springer.

IWRM (2019) Integrated Water Resources Management Data Portal. http://iwrmdataportal.unepdhi.org/

Parmar S.P(2011), RS and GIS in solid waste management in urban area: A case study Vijay colony ward, Dehradun, National Conference.:1-12.


Refbacks

  • There are currently no refbacks.