Samantha Oliver's Projects
A pipeline to assemble water temperature data for the 2WP water temperature modeling
#30DayChartChallenge 2022, USGS edition
Model predictions from the manuscript titled "Heterogeneous stream-reservoir graph networks with data assimilation" by Chen et al.
Nitrogen and phosphorus trends, and how they are related to nutrient drivers
Data and scripts for collecting and formatting data in the Delaware River Basin in prep for ML and DA modeling
Exploring PRMS data and outputs relevant to stream temperature
Data assimilation estimates of Delaware River Basin water temperature for both streams and lakes.
A seperate project from drb-trends that only deals with creating visualizations of the NWIS data used in drb-trends over geographic space
Data release in support of water temperature modeling in the Delaware River Basin
A data release to support temperature modeling in the Delaware River Basin (2nd iteration)
Intro to Data Analysis Pipelines using `targets` for USGS Data Science
USGS targets tips and tricks: overview of conventions and best practices for using targets in USGS Data Science workflows
An R-package for the analysis of long-term changes in water quality and streamflow, including the water-quality method Weighted Regressions on Time, Discharge, and Season (WRTDS)
Analysis of EOF site SW2
An example visualization, demonstrating features
A place to explore model evaluation metrics for process-guided deep learning models
Data to support networked forecasting in the Delaware River Basin
Code to download and process DBR temperature forecasts
Scripts to import, munge, and model edge of field data that is part of the Great Lakes Restoration Initiative