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