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/noah-da-gp
Multivariate Hydrologic Data Assimilation for Model Structural Learning and Process-Diagnostics
jmframe/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/lstm-land-surface
LSTM model to predict the states and fluxes of Noah-MP land surface model
jmframe/bmi-example-cxx
An example of wrapping a model written in C++ with a BMI
jmframe/bmi_et
BMI for evapotranspiration functions.
jmframe/camels_synthetic_data
Generating synthetic data for CAMELS, but can be done anywhere really, probably to analyze controlled nonstationarity.
jmframe/high-performance-computing
This is my homework from high performance computing in Spring 2019 at University of Alabama
jmframe/nldas-grib
Collecting and modifying GRIB data for use in models.
jmframe/nwm-reanalysis-model-data-processing
Processing the NOAA National Water Model Reanalysis Model Data from AWS for use in daily LSTM post processor.
jmframe/plumber-2-data
scripts to manipulate plumber-2 data that comes in NetCDF format