whitelightning450 Goto Github PK

.github

Default community health files for all of my open-source projects

2023-hackweek-website

GeoSmart Hackweek website 2023

aws_scripts

A collection of Amazon Web Services (AWS) scripts supporting Water Data Science.

bmi_getting_started

Training material for the "BMI Basics for NextGen" workshop at the 2023 CIROH Training and Developers Conference

ciroh-ua_website

github.io documentation site for CIROH-UA

community-streamflow-evaluation-system

A Novel Research-Oriented Streamflow Evaluation Tool to evaluation hydrological model performance using a standardized NHDPlus data model.

crunchy-snow

Neural networks for Sentinel-1 SAR backscatter snow depth retrieval

data_access_examples

devcon_snow_ml

Machine Learning SWE workshop for CIROH DEVCON 2024

gee_workshop

A CIROH-support repository to educate new users to Google Earth Engine(GEE)

geosmart_ml_tutorial

Snow-ML jupyter notebook

lstm-tutorials

Developing a LSTM from Scratch

lstm_for_gsl

Exploiting the Power of Machine Learning for water supply forecasting

machine-learning-water-systems-model

This machine learning workflow demonstrates a framework to function a digital twin of a systems dynamics model for urban water system seasonal water system reliability, resilience, and vulnerability analysis.

my-first-binder

nasa_wef_wheat

Repository for Machine Learning to Characterize Hydro-Climate Impacts and Thresholds to Rainfed Agricultural Productivity

ngiab_data_preprocess

tools to subset hydrofabrics, generate forcings, create default realizations

nwm_ml

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

pinn_workshop_ciroh

presentation_materials

Job Talk supplementary materials

real-time-provo-river-wq-

Daily Water Temperature and Dissolved Oxygen for the Middle and Lower Provo River

research-oriented-streamflow-evaluation-tool

The streamflow evaluator compares modeled streamflow to in situ USGS monitoring sites, with interactive visualizations supporting an in-depth analysis.

slc_water_systems_analysis

Within this repository are the simulation results and respective Jupyter Notebook analysis tools.

snotel-analysis

Assessing all aspects of NRCS Snotel sites and corresponding snow characteristics

snow-extrapolation

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

spacetime-elevation

Spatiotemporal prediction of surface elevation changes on icy terrain (glacier, snow) from repeat DEMs

standardized-snow-water-equivalent-evaluation-tool

Model execution produces a 1-km grid SWE estimates across the study region, where the evaluation methodology compares the modeled SWE from the testing dataset to the NASA ASO observations.

sweml

Deep Learning national scale 1 km resolution SWE prediction model

sweml-op

The operational development version of SWEML

swemlv2.0

The evolution of the Snow Water Equivalent Machine Learning modeling workflow - flexible spatial resolution, flexible model regions, and flexible grid/mesh