Browsing by Author "Prasad, P."
Now showing items 1-5 of 5
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Application of machine learning techniques in groundwater potential mapping along the west coast of India
Prasad, P.; Loveson, V.J.; Kotha, M.; Yadav, R. (Taylor and Francis Inc., 2020)Groundwater potential mapping (GWPM) in the coastal zone is crucial for the planning and development of society and the environment. The current study is aimed to map the groundwater potential zones of Sindhudurg coastal ... -
Artificial intelligence approaches for spatial prediction of landslides in mountainous regions of western India
Prasad, P.; Loveson, V.J.; Das, Sumit; Chandra, P. (Springer, 2021)The prediction of landslide is a complex task but preparing the landslide susceptibility map through artificial intelligence approaches can reduce life loss and damages resulting from landslides. The purpose of this study ... -
Evaluation and comparison of the earth observing sensors in land cover/land use studies using machine learning algorithms
Prasad, P.; Loveson, V.J.; Chandra, P.; Kotha, M. (Elsevier, 2022)The rapid transformation of land cover/land use (LCLU) is a strong indication of global environmental change. In order to monitor LCLU through maps, a significant dataset and robust technique are necessary. Thus, the primary ... -
Novel ensemble machine learning models in flood susceptibility mapping
Prasad, P.; Loveson, V.J.; Das, Bappa; Kotha, M. (Taylor & Francis, 2022)The research aims to propose the new ensemble models by combining the machine learning techniques, such as rotation forest (RF), nearest shrunken centroids (NSC), k-nearest neighbour (KNN), boosted regression tree (BRT), ... -
Signature of buried channels as deduced from subsurface GPR survey at Southwest coast of Tamil Nadu, India
Prasad, P.; Loveson, V.J. (Springer, 2020)Buried channels are the subsurface geomorphic features, which illustrate the pattern and evolution of paleodrainage system in an area. Old topographical map (1967) of Kottumangalam coast of southwest Tamil Nadu, India, ...