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
repository
open issue
Index
Symbols
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A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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N
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O
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P
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R
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S
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T
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V
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W
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X
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Z
Symbols
/home/runner/work/BigData/BigData/BigData/software/software-python2.md:25: (WARNING/2) Reference not found:
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