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aorc_historic

Downloading and processing AORC historic 4KM data

bdp-data-docs

This repository contains documents related to the NOAA Big Data Program.

bmi-example-cxx

An example of wrapping a model written in C++ with a BMI

bmi_et

BMI for evapotranspiration functions.

c2s_technical

Cloud to street technical test

camels_synthetic_data

Generating synthetic data for CAMELS, but can be done anywhere really, probably to analyze controlled nonstationarity.

cfe

cgle

omplex Ginzburg-Landau Equation

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.

evapotranspiration

geostatistics

Geostatistics at University of Alabama Fall 2018 & Fall 2019

goes

Code for downloading, processing and using GOES data

gpr_fluxnet

Tools for running the GPR with NOAH-MP for Fluxnet towers

high-performance-computing

This is my homework from high performance computing in Spring 2019 at University of Alabama

hydrologicstationarity

Analyzing hydrologic nonstationarities

impacs

Geochemistry of early Earth...

jmframe.github.io

lstm

lstm-da-analysis

Analysis of data assimilation results for long short-term memory netoworks

lstm-land-surface

LSTM model to predict the states and fluxes of Noah-MP land surface model

lstm_for_nextgen

Analysis of the LSTM results from Nextgen National Water Model

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

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

nextgen-form-eval

Workflow for model selection in the NextGen framework

ngen

Next Generation Water Modeling Engine and Framework Prototype

nh-libtorch

Making predictions with the C++ Pytorch API from models trained with NeuralHydrology