T162 Hydrogeology in Support of Integrated Water Management
Tuesday, 24 September 2024
8:00 AM - 12:00 PM
211A
PROJECTING RECHARGE AND SPRINGFLOW IN A KARSTIC AQUIFER SYSTEM UNDER A CHANGING CLIMATE: WILL CURRENT MANAGEMENT APPROACHES BE ADEQUATE?
Paper number: T162-11
Program: Technical Sessions
Time: 10:35 AM – 10:50 AM
Authors
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Hakan BasagaogluEdwards Aquifer Authority, San Antonio, TX
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Changbing YangEdwards Aquifer Authority, San Antonio, TX
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Logan SchmidtEdwards Aquifer Authority, San Antonio, TX
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Adrienne M. WoottenThe University of Oklahoma, Norman, OK
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Chetan SharmaUniversity of Texas at San Antonio, San Antonio, TX
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Debaditya ChakrabortyUniversity of Texas at San Antonio, San Antonio, TX
Abstract
We embarked on a comprehensive strategy to develop springflow projections through the proposed ITP renewal period of 30 years. Region-oriented downscaled global climate model projections were generated and used as input for estimating future recharge. Current estimates of aquifer recharge utilize stream gauging to measure stream losses across the recharge zone (Edwards Formation outcrops) and do not directly incorporate a climate or meteorological component. To address this, a new machine learning-assisted recharge model was developed by training a tree-based ensemble model to reproduce historical recharge values using input variables including precipitation and temperature. The resulting model performs well relative to a validation set of historical values and was used with climate model output to produce projected recharge sequences. These recharge sequences were then used in an existing numerical groundwater flow model to produce future projected spring flows and aquifer water levels under various climate scenarios. Results indicate generally lower recharge is expected, but no droughts more severe than the current drought of record were identified. The results also suggest the current aquifer management framework is suitable for use over the next three decades as part of a renewed EAHCP ITP.
Geological Society of America Abstracts with Programs. Vol. 56, No. 5
doi: 10.1130/abs/2024AM-404077
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