jsadler2

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/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