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RIce-Net dataset

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Type:	Resource
Storage:	The size of this resource is 1.6 GB
Created:	Jan 26, 2025 at 7:13 p.m.
Last updated:	Jan 27, 2025 at 3:21 p.m.
Citation:	See how to cite this resource

Sharing Status:	Public
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Downloads:	1
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Abstract

A computer vision-based framework, River Ice-Network (RIce-Net), uses the USGS nationwide network of ground-based cameras whose images are published through the National Imagery Management System (NIMS), which is available to the public through the Hydrologic Imagery Visualization and Information System (HIVIS; https://apps.usgs.gov/hivis) RIce-Net classifies ice-affected images, segments the ice presence over river surface, calculates the fraction of ice coverage, and automatically generates a near real-time ice flag. The RIce-Net was trained using images from the Milwaukee River near Cedarburg station (https://apps.usgs.gov/hivis/camera/WI_Milwaukee_River_near_Cedarburg) collected in 2023 and tested using images collected in 2024. This repository provides the training data set of the classification and segmentation models.

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Coverage

Spatial

Coordinate System/Geographic Projection:

WGS 84 EPSG:4326

Coordinate Units:

Decimal degrees

Place/Area Name:

Milwaukee River near Cedarburg

Longitude

-87.9427°

Latitude

43.2798°

Temporal

Start Date:
End Date:

Content

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Credits

Funding Agencies

This resource was created using funding from the following sources:

Agency Name	Award Title	Award Number
NOAA Cooperative Institute Program		NA22NWS4320003
USGS Next Generation Water Observing System (NGWOS) Research and Development Program

How to Cite

Ayyad, M., M. Temimi, M. Abdelkader, M. Henein (2025). RIce-Net dataset, HydroShare, http://www.hydroshare.org/resource/ff4e9c4e87ef4d7d923efe77f5ed2b83

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

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

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