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Working with Big/Challenging Data Collections

  • Overview

Large-scale climate data

  • About large-scale data
  • Data structure on disk
  • Climate data formats
  • NetCDF
  • Zarr

Analysis of large-scale datasets

  • Large-scale data analysis
    • Computations with large datasets

Working environments

  • Computing Platforms
    • NCI Gadi HPC and ARE australian research environment
    • NCI OOD Virtual Desktop Infrastructure
    • Pangeo
    • Pawsey HPC
    • CSIRO facilities
    • BoM facilities
    • Institutional shared resources
    • Personal computer
  • Accessing data
    • Methods of accessing data and metadata
    • Analysis ready data
  • Software list and advice
    • Python
    • Data handling in Python
    • R
    • Other software

Resources

  • Resources
  • Where to get help
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Index

Symbols | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | V | W | X | Z

Symbols

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A

  • aesara
  • Anaconda
  • argparse

B

  • BeautifulSoup
  • bokeh

C

  • calendar
  • cartopy
  • CDO-python
  • cfgrib
  • cftime
  • CFTime.jl
  • cfunits
  • CleF
  • click
  • climate-indices
  • climpact
  • climpred
  • ClimTas
  • cmip6-preprocessing
  • cmocean
  • conda
  • Cosima cookbook
  • csv

D

  • Dask
  • DataFrames.jl
  • datetime
  • dateutil
  • dplyr

E

  • EarthPy, [1]
  • eof
  • ESMValTool

F

  • fiona
  • ftplib

G

  • gdal
  • geopandas
  • ggplot2
  • glob
  • gridded
  • gsw-Python

H

  • h5netcdf
  • h5py
  • hdf5
  • holoviews
  • hvPlot

I

  • intake
  • IOOS Compliance Checker

J

  • json
  • JuliaPy
  • jupyter
  • jupyterlab

K

  • Keras

L

  • leaflet

M

  • mamba
  • maptools
  • marineHeatWaves
  • matplotlib
  • metpy
  • miniconda
  • MLJ.jl
  • mlr
  • mpi4py
  • multiprocessing

N

  • NCDatasets.jl
  • NetCDF.jl
  • netCDF4

O

  • os

P

  • Pangeo, [1]
  • pipenv
  • plotly
  • Plots.jl
  • PMP - PCMDI Metrics Package
  • ProjectPythia, [1]
  • purrr
  • Py-ART
  • PyAOS, [1]
  • PyCharm
  • Pygrib
  • pyhdf
  • PyNCML
  • PyNGL
  • PyNIO
  • pyproj
  • pytables
  • PyTorch
  • pyyaml

R

  • rasterio
  • rasterstats
  • requests
  • rio
  • rio-xarray
  • RJuliaCall

S

  • scikit-learn
  • seaborn
  • shapely
  • shiny
  • siphon
  • sp
  • spyder
  • SQLalchemy
  • sqlite3
  • sys

T

  • TensorFlow
  • tidymodels
  • tidyr
  • time
  • tkinter

V

  • virtualenv
  • VSCode

W

  • windspharm
  • wrf-python

X

  • xarray-beam
  • xclim
  • xESMF
  • xgcm
  • xgrads
  • xhistogram
  • xlsx
  • xmhw
  • xrft

Z

  • Zarr
  • zoo

By ACD Working Group
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