T158 Advances in Simulating Groundwater Flow and Transport
Tuesday, 11 October 2022
8:00 AM - 12:00 PM
507
LINKING LAND USE LAND COVER CHANGE TO GLOBAL GROUNDWATER STORAGE
Paper number: T158-9
Program: Technical Sessions
Time: 9:55 AM – 10:10 AM
Authors
-
Bibhasvata Dasgupta Presenting AuthorIndian Institute of Science Education and Research Kolkata, Mohanpur
-
Prasanta SanyalIndian Institute of Science Education and Research, Kolkata, India, Nadia
Abstract
We employed a decision tree based Machine Learning model to (a) identify hydrological and terrestrial drivers affecting GW resources, (b) predict shallow and deep GW storage, (c) rank the drivers according to their impact on GW storage, and (d) understand GW distribution as a function of Land Use Land Cover (LULC) change. The model was developed globally, then extended to basinal scale observations in the Indus, Ganga and Brahmaputra rivers of the Indian subcontinent. Model output has helped to (a) compute the ‘percolation index’ associated with each LC, (b) equate cropland expansion among the 3 basins with shallow and deep GW storage and (c) link LULC-GW change to crop yield. RCP 2.6 crop yield estimates for the 21st century proves detrimental to Indian food and freshwater security, given the strong coupling of LULC change among the 3 basins and how LC change translates to GW storage.
Geological Society of America Abstracts with Programs. Vol. 54, No. 6
doi: 10.1130/abs/2022AM-376425
© Copyright 2022 The Geological Society of America (GSA), all rights reserved. Permission is hereby granted to the author(s) of this abstract to reproduce and distribute it freely, for noncommercial purposes. Permission is hereby granted to any individual scientist to download a single copy of this electronic file and reproduce up to 20 paper copies for noncommercial purposes advancing science and education, including classroom use, providing all reproductions include the complete content shown here, including the author information. All other forms of reproduction and/or transmittal are prohibited without written permission from GSA Copyright Permissions.