Jonathan Frame's repositories
mclstm_2021_extrapolate
Code and models for the HESS paper on mass conservation and extrapolation with deep learning
mclstm_2021_mass_balance
Repository for analysis code for the 2021 paper on mass balance with LSTM/MC-LSTM
HydrologicStationarity
Analyzing hydrologic nonstationarities
lstm-da-analysis
Analysis of data assimilation results for long short-term memory netoworks
CIROH_DL_NextGen
Integrate and test deep learning (DL) and physics-informed deep learning (PIML) streamflow models and data assimilation into NOAA’s Next Generation Water Modeling Engine and Framework Prototype.
Geostatistics
Geostatistics at University of Alabama Fall 2018 & Fall 2019
lstm_for_nextgen
Analysis of the LSTM results from Nextgen National Water Model
nextgen-form-eval
Workflow for model selection in the NextGen framework
aorc_historic
Downloading and processing AORC historic 4KM data
bdp-data-docs
This repository contains documents related to the NOAA Big Data Program.
c2s_technical
Cloud to street technical test
goes
Code for downloading, processing and using GOES data
gpr_fluxnet
Tools for running the GPR with NOAH-MP for Fluxnet towers
navierstokescode
Code for understanding the Navier Stokes Equations
ndbc
National Weather Service National Data Buoy Center - download and process data
neuralhydrology
Python library to train neural networks with a strong focus on hydrological applications.
NextGen---The-Simulators-
Data Assimilation of USGS Data into the NextGen NWM framework
ngen
Next Generation Water Modeling Engine and Framework Prototype
nh-libtorch
Making predictions with the C++ Pytorch API from models trained with NeuralHydrology
NWM_CNN_california_AR_2023
Analysis code for the NWM CNN model demonstrated on the 2023 Atmospheric Rivers across California
pysheds
:earth_americas: Simple and fast watershed delineation in python.
scoring
Scoring rules vs scoring functions playground
SudokuSolver
A little program I wrote to solve sudoku puzzles