Articles | Volume 20, issue 1
https://doi.org/10.5194/hess-20-359-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-20-359-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Estimation of deep infiltration in unsaturated limestone environments using cave lidar and drip count data
K. Mahmud
CORRESPONDING AUTHOR
Connected Waters Initiative Research Centre, UNSW
Australia, Sydney, Australia
G. Mariethoz
Institute of Earth Surface Dynamics, University of
Lausanne, Lausanne, Switzerland
Connected Waters Initiative Research Centre, UNSW
Australia, Sydney, Australia
P. C. Treble
Institute for Environmental Research, Australian Nuclear
Science and Technology Organisation, Lucas Heights, Sydney,
Australia
M. Markowska
Connected Waters Initiative Research Centre, UNSW
Australia, Sydney, Australia
Institute for Environmental Research, Australian Nuclear
Science and Technology Organisation, Lucas Heights, Sydney,
Australia
E. McGuire
Department of Parks and Wildlife, Busselton, WA,
Australia
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Fatemeh Zakeri, Gregoire Mariethoz, and Manuela Girotto
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Christina Song, Micheline Campbell, and Andy Baker
Hydrol. Earth Syst. Sci., 29, 4241–4250, https://doi.org/10.5194/hess-29-4241-2025, https://doi.org/10.5194/hess-29-4241-2025, 2025
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Mathieu Vrac, Denis Allard, Grégoire Mariéthoz, Soulivanh Thao, and Lucas Schmutz
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Fabio Oriani, Gregoire Mariethoz, and Manuel Chevalier
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Mathieu Gravey and Grégoire Mariethoz
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Ashley N. Martin, Karina Meredith, Andy Baker, Marc D. Norman, and Eliza Bryan
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Zhenjiao Jiang, Dirk Mallants, Lei Gao, Tim Munday, Gregoire Mariethoz, and Luk Peeters
Geosci. Model Dev., 14, 3421–3435, https://doi.org/10.5194/gmd-14-3421-2021, https://doi.org/10.5194/gmd-14-3421-2021, 2021
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Fast and reliable tools are required to extract hidden information from big geophysical and remote sensing data. A deep-learning model in 3D image construction from 2D image(s) is here developed for paleovalley mapping from globally available digital elevation data. The outstanding performance for 3D subsurface imaging gives confidence that this generic novel tool will make better use of existing geophysical and remote sensing data for improved management of limited earth resources.
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Short summary
Caves offer a natural inception point to observe both the long-term groundwater recharge and the preferential movement of water through the unsaturated zone of such limestone. In this study, we develop a method that combines automated drip rate logging systems and remote sensing techniques to quantify the infiltration processes within a cave.
Caves offer a natural inception point to observe both the long-term groundwater recharge and the...