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Emily M. Lane

National Institute of Water and Atmospheric Research

SCHOLARLY PAPERS

4

DOWNLOADS

274

TOTAL CITATIONS

4

Scholarly Papers (4)

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1.

Tsunami Damage and Post-Event Functionality Assessment of Road and Electricity Infrastructure: A Collaborative Multi-Agency Approach in Ōtautahi Christchurch, Aotearoa New Zealand

Number of pages: 25 Posted: 29 Nov 2021
James Hilton Williams, Thomas M. Wilson, Liam Wotherspoon, Ryan Paulik, Emily M. Lane, Nick Horspool, Alana Weir, Matthew W. Hughes, Marion R. Schoenfeld, Dave Brannigan, Andrew Chalmers and Peter Elliot
University of Canterbury, University of Canterbury, University of Auckland, affiliation not provided to SSRN, National Institute of Water and Atmospheric Research, affiliation not provided to SSRN, University of Canterbury, University of Canterbury, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 85 (816,709)

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Disaster risk, resilience, critical infrastructure, natural hazards, service outage, service disruption, restoration time, network components

2.

Geofabrics 1.0.0: An Open-Source Python Package for Automatic Hydrological Conditioning of Digital Elevation Models for Flood Modelling

Number of pages: 27 Posted: 30 May 2023
Rose Pearson, Alice Harang, Céline Cattoën, Cyprien Bosserelle, Richard Measures, Matt Wilkins, Graeme Smart and Emily M. Lane
National Institute of Water and Atmospheric Research, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and National Institute of Water and Atmospheric Research
Downloads 80 (823,616)
Citation 3

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Hydrological conditioning, LiDAR, Open-source software, Automated framework, DEM generation

3.

A Climate-based Emulator Framework for Flood Risk Assessment: A Case Study in Aotearoa New Zealand

Downloads 63 (942,565)

A Climate-based Emulator Framework for Flood Risk Assessment: A Case Study in Aotearoa New Zealand

Number of pages: 49 Posted: 11 Oct 2025
Andrea Pozo, Matthew D. Wilson, Fernando J. Méndez, Laura Cagigal, Cyprien Bosserelle and Emily M. Lane
University of Canterbury, University of Canterbury, University of Cantabria, University of Cantabria, affiliation not provided to SSRN and National Institute of Water and Atmospheric Research
Downloads 35 (1,296,409)

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climate-based emulator, synthetic storm, inundation proxy, 2D hydrodynamic modelling, extreme value analysis, flood risk assessment

A Climate-based Emulator Framework for Flood Risk Assessment: A Case Study in Aotearoa New Zealand

Number of pages: 49 Posted: 02 Sep 2025
Andrea Pozo, Matthew D. Wilson, Fernando J. Méndez, Laura Cagigal, Cyprien Bosserelle and Emily M. Lane
University of Canterbury, University of Canterbury, University of Cantabria, University of Cantabria, affiliation not provided to SSRN and National Institute of Water and Atmospheric Research
Downloads 28 (1,385,838)

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climate-based emulator, synthetic storm, inundation proxy, 2D hydrodynamic modelling, extreme value analysis, flood risk assessment

4.

Estimating Uncertainty in Flood Model Outputs Using Machine Learning Informed by Monte Carlo Analysis

Number of pages: 58 Posted: 22 Feb 2025 Last Revised: 10 Oct 2025
Martin Nguyen, Matthew D. Wilson, Emily M. Lane, James Brasington and Rose Pearson
University of Canterbury, University of Canterbury, National Institute of Water and Atmospheric Research, University of Canterbury and National Institute of Water and Atmospheric Research
Downloads 46 (1,109,210)
Citation 1

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uncertainty quantification, Flood modelling, Monte Carlo framework, Bayes Neural Network