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ai2es_xai_course

Notebooks for AI2ES (NSF Institute for Research on Trustworthy Artificial Intelligence in Weather, Climate, and Coastal Oceanography) short course on XAI (explainable artificial intelligence).

ai4ess-hackathon-2020

ai4ess-hackathon-2020-notebooks

amt

Fork of the AMT protocol reference implementation (RFC 7450) from http://www.utdallas.edu/~ksarac/amt/

aremi-tmy

A tool to work out Typical Meteorological Year (TMY) from ground weather station observations and satellite solar irradiance data.

ats655-coursematerial

Course material for ATS 655: Objective Analysis with Prof. Elizabeth Barnes, Dept. of Atmospheric Science, Colorado State University.

bufr-grammar

BUFR (FM94) Grammar -- The repository contains a basic version of a BUFR grammar. The grammar is formulated in ANTLR.

cds_heat_stress_indicators

Equations for calculating heat stress indicators for CMIP6 models published on CDS

cm1_dart

A set of Python scripts to facilitate running OSSE ensemble experiments using the CM1 model and the DART data assimilation package

container-wrf

WRF in containers, related code and data sets for release purposes.

controlled_abstention_networks

Neural network loss functions for regression and classification tasks that can say "I don't know".

coupling-metrics

Contains several fortran 90 subroutines used to calculate various land-atmosphere coupling metrics

course_files

Course files for my textbook "A Hands-On Introduction to Using Python in the Atmospheric and Oceanic Sciences" (2012, First Edition)

dapper

Data Assimilation with Python: a Package for Experimental Research

dart

Data Assimilation Research Testbed

dincae

DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.

efa_xray

Implementation of EnKF using the xarray module as a container for the ensemble state

enso_metrics

CMIP ENSO metrics python code

eumetcastview

An EUMETCast viewer

field_correlation

calculate field correlation and test its significance with considering autocorrelations and multiple test problem.

fm128_radar_knmi

Tool to create WRFDA fm128_radar ascii based files from KNMI data

fv3-bundle

Bundle containing all the repositories that are needed to compile fv3-jedi

genbe_2.0

Repository for the new stand-alone GEN_BE capability for WRFDA.

global-workflow

Global Superstructure/Workflow currently supporting the Finite-Volume on a Cubed-Sphere Global Forecast System (FV3GFS)

graphcast

imd-gridded-rainfall-extractor

This is a C++ code to extract rainfall(0.25°) and temperature(1°) data from IMD gridded data set.

ioda-converters

Various converters for getting obs data in and out of IODA

jedi-stack

Build system for JEDI dependencies

metplus

Python scripting infrastructure for MET tools.

metpy

MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.