Rao, M. Uma Maheswar (2024) Impact of Climate Change on River Flow from Basin Scale to Micro Watershed in Brahmani River Basin India. PhD thesis.
![]() | PDF (Restricted upto 21/08/2027) Restricted to Repository staff only 66Mb |
Abstract
Amid the increasing concerns of global climate change, the Brahmani River Basin in India stands out as a significant hydrological system undergoing notable variations in rainfall patterns. Utilizing the Adaptive Neuro-Fuzzy Inference System (ANFIS), this study accurately forecasted these rainfall patterns, achieving significant closness during the training and testing phases. Subsequently, these projections were incorporated into the North American Mesoscale (NAM) and the Variable Infiltration Capacity (VIC) models. Notably, the VIC model demonstrated robustness with high R-values both during training and testing phases. Using this forecasted data, a comprehensive water budget analysis was performed for the Gomlai and Santrabandha micro catchment, revealing a discerning trend of declining water discharge at the Gomlai station. This assessment underscored a pronounced water demand-supply discrepancy in the Gomlai and Santrabandha micro-catchment, highlighted by a shortfall of 1.74 M m3 and a surplus of 0.46 M m3 annually in the respected micro watershedes. Additionally, the Analytical Hierarchy Process (AHP) was employed to delineate the spatial hydrological dynamics of the basin,that identified the specific discharge and recharge zones. Collectively, the findings elucidate the hydrological implications of climate change on the Brahmani River Basin, proposing pertinent interventions and strategies. This research not only emphasizes the challenges posed to the Brahmani River Basin but also offers a roadmap for sustainable water management, showcasing its potential applicability in similar global contexts.
Item Type: | Thesis (PhD) |
---|---|
Uncontrolled Keywords: | Basin-scale hydrological sensitivity; Historical trends in monsoon hydrology; Micro-watershed level insights; Future scenarios; Water quality |
Subjects: | Engineering and Technology > Civil Engineering > Geotechnical Engineering Engineering and Technology > Civil Engineering > Environmental Engineering Engineering and Technology > Civil Engineering > Water Resources Engineering |
Divisions: | Engineering and Technology > Department of Civil Engineering |
ID Code: | 10710 |
Deposited By: | IR Staff BPCL |
Deposited On: | 02 Sep 2025 15:38 |
Last Modified: | 02 Sep 2025 15:38 |
Supervisor(s): | Patra, Kanhu Charan |
Repository Staff Only: item control page