jsadler2
Assistant Professor | Researching machine learning for water resources engineering
Oklahoma St. UniversityStillwater, OK
Pinned Repositories
arduino_to_hsl
best-practices
Documents best practices for software development within the U.S. Geological Survey
da_pgdl_stream_temp
Prototype code for combining process-guided deep learning predictions and data assimilation for stream temperature predictions / forecasts
delaware-model-prep
Data and scripts for collecting and formatting data in the Delaware River Basin in prep for ML and DA modeling
drb-do-ml
Code repo for Delaware River Basin machine learning models that predict dissolved oxygen
drb-inland-salinity-ml
Code repo for Delaware River Basin machine learning models that predict inland salinity.
drb-network-prep
Code repo to prepare the river network for modeling in the Delaware River Basin
drb-static-attributes
river-dl
Deep learning model for predicting environmental variables on river systems
usgs_zarr_blog
blog post describing using Zarr for storing USGS time series data
jsadler2's Repositories
jsadler2/river-dl
Deep learning model for predicting environmental variables on river systems
jsadler2/da_pgdl_stream_temp
Prototype code for combining process-guided deep learning predictions and data assimilation for stream temperature predictions / forecasts
jsadler2/delaware-model-prep
Data and scripts for collecting and formatting data in the Delaware River Basin in prep for ML and DA modeling
jsadler2/drb-do-ml
Code repo for Delaware River Basin machine learning models that predict dissolved oxygen
jsadler2/drb-inland-salinity-ml
Code repo for Delaware River Basin machine learning models that predict inland salinity.
jsadler2/drb-network-prep
Code repo to prepare the river network for modeling in the Delaware River Basin
jsadler2/drb-static-attributes
jsadler2/drb_gridmet_tools
Repository with functions to aggregate raster data from pixel grid to hru polygon grid. This repository heavily relies on grd2shp_xagg library.
jsadler2/drb_pgdl_flow_temp_run
jsadler2/ds-gitflows-jsadler2
jsadler2/ds-pipelines-3
jsadler2/ds-pipelines-targets-1-course
Intro to Data Analysis Pipelines using `targets` for USGS Data Science
jsadler2/ds-pipelines-targets-1-template
jsadler2/flood_prediction_improvement
jsadler2/jsadler2.github.io
jsadler2/lake-temperature-lstm-static
Predict lake temperatures at depth using static lake attributes
jsadler2/mldata
ML Datasets Catalog
jsadler2/national-site-reach
jsadler2/openquote
Software to manage quotes
jsadler2/plotting_scripts
Some plotting scripts that I find useful
jsadler2/pngs
jsadler2/preprocess_nwm_pgdl
jsadler2/pystorms
Simulation Sandbox for the Design and Evaluation of Stormwater Control Algorithms
jsadler2/river_dl_experiments
experiments running the river_dl model
jsadler2/slim-data-release-template
jsadler2/test_rmd_site
testing and rmd sites
jsadler2/vim_files
jsadler2/wdfn-blog
The blog of USGS Water Data for the Nation
jsadler2/xagg
Aggregating gridded data (xarray) to polygons
jsadler2/xagg_archived
Aggregating gridded data (xarray) to polygons