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savalann's Projects

ciroh-ua_website icon ciroh-ua_website

CIROH's DocuHub (docs.ciroh.org) - This repository providing in-depth technical insights into CIROH's projects, services, and documentation.

hydromachine icon hydromachine

This repository represents the operational application of Machine Learning in Hydrology.

hydromachine-tutorials icon hydromachine-tutorials

This repository provides educational material regarding the application of Machine Learning in Hydrology.

nwm-ml icon nwm-ml

A Machine Learning extension processor coupling the NWM to water resources management tools in the western US.

opg-cnn-northern-utah-ciroh-workshop icon opg-cnn-northern-utah-ciroh-workshop

This workshop offers participants an introduction to convolutional neural networks (CNNs) for their application in hydro-meteorology. The hands-on portion of the workshop focuses on customizing a CNN through hyperparameter exploration, adjusting CNN layers, and manipulating inputs.

si24_goes-swe icon si24_goes-swe

This repository presents the application of GOES data and CNN for SWE predictions.

snow-extrapolation icon snow-extrapolation

Improve NSM prediction performance in the Sierra Nevada mountains through domain constraints and the exploration of different ML algorithms.

sweml icon sweml

Deep Learning national scale 1 km resolution SWE prediction model

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