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dl4HM for bathymetry inversion

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Owners:		This resource does not have an owner who is an active HydroShare user. Contact CUAHSI (help@cuahsi.org) for information on this resource.
Type:	Resource
Storage:	The size of this resource is 2.2 GB
Created:	Mar 05, 2022 at 6:09 p.m. (UTC)
Last updated:	Jul 18, 2023 at 5:47 p.m. (UTC)
Citation:	See how to cite this resource

Sharing Status:	Public
Views:	3467
Downloads:	170
+1 Votes:	1 other +1 this
Comments:	3 comments

Abstract

Code and data for the manuscript titled "Bathymetry Inversion using a Deep-Learning-Based Surrogate for Shallow Water Equations Solvers" by Xiaofeng Liu, Yalan Song, and Chaopeng Shen.

The code is a snapshot of the dl4HM repository for the purpose of satisfying the data availability requirement by journals. The latest version of d4HM can be found on GitHub: https://github.com/psu-efd/dl4HM

The bathymetry inversion cases are in "examples/bathymetry_inversion_2D". There are two cases. One is a simple rectangular channel and the other is a real-world case fro the Savana River, GA.

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Coverage

Spatial

Coordinate System/Geographic Projection:

WGS 84 EPSG:4326

Coordinate Units:

Decimal degrees

Place/Area Name:

Savana

North Latitude

42.7083°

East Longitude

-72.7734°

South Latitude

30.3274°

West Longitude

-84.7266°

Temporal

Start Date:
End Date:

Content

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How to Cite

Liu, X. (2023). dl4HM for bathymetry inversion, HydroShare, http://www.hydroshare.org/resource/357c3c413622460a91d29cc61d0ba084

This resource is shared under the Creative Commons Attribution CC BY.

http://creativecommons.org/licenses/by/4.0/

Comments

Pan Shengkai 3 years, 8 months ago

Hello, can you share this file twoD_bathymetry_data.npz with me?

+1 Votes: Be the first one to this.

Xiaofeng Liu 3 years, 2 months ago

The file twoD_bathymetry_data.npz has been added.