jsadler2

river-dl

Deep learning model for predicting environmental variables on river systems

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

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.

drb_pgdl_flow_temp_run

ds-gitflows-jsadler2

ds-pipelines-3

ds-pipelines-targets-1-course

Intro to Data Analysis Pipelines using `targets` for USGS Data Science

ds-pipelines-targets-1-template

flood_prediction_improvement

jsadler2.github.io

lake-temperature-lstm-static

Predict lake temperatures at depth using static lake attributes

mldata

ML Datasets Catalog

national-site-reach

openquote

Software to manage quotes

plotting_scripts

Some plotting scripts that I find useful

pngs

preprocess_nwm_pgdl

pystorms

Simulation Sandbox for the Design and Evaluation of Stormwater Control Algorithms

river_dl_experiments

experiments running the river_dl model

slim-data-release-template

test_rmd_site

testing and rmd sites

vim_files

wdfn-blog

The blog of USGS Water Data for the Nation

xagg

Aggregating gridded data (xarray) to polygons

xagg_archived

Aggregating gridded data (xarray) to polygons