Everything about NetCDF

🧭 Start here: a 6-step reading path

1. Read the overview: NetCDFA 5-minute orientation
2. Skim a recent paper: nctoolkit: A Python package for netCDF analysis and post-processingInfluential work since 2022
3. Pick up a classic book: Woods Hole image processing system software implementationThe most-reprinted book on the subject
4. Read the landmark paper: NetCDF: an interface for scientific data accessCited 651 times
5. Go sideways: Hierarchical Data FormatA closely related topic
6. Go sideways: OPeNDAPA closely related topic

🏆 Landmark papers (most cited)

• NetCDF: an interface for scientific data access

  R. Rew, G. Davis · 1990 · IEEE Computer Graphics and Applications · 651 citations

• Analysis of self-describing gridded geoscience data with netCDF Operators (NCO)

  Charles S. Zender · 2008 · Environmental Modelling & Software · 132 citations

• Bit Grooming: statistically accurate precision-preserving quantization with compression, evaluated in the netCDF Operators (NCO, v4.4.8+)

  Charles S. Zender · 2016 · Geoscientific Model Development · 39 citations

• Evaluation of lossless and lossy algorithms for the compression of scientific datasets in netCDF-4 or HDF5 files

  Xavier Delaunay, Aurélie Courtois, Flavien Gouillon · 2019 · Geoscientific Model Development · 24 citations

• Design and implementation of netCDF markup language (NcML) and its GML-based extension (NcML-GML)

  Stefano Nativi, John Caron, Ethan Davis · 2005 · Computers & Geosciences · 23 citations

• A collection of Aquamaps native layers in NetCDF format

  Paolo Scarponi, Gianpaolo Coro, Pasquale Pagano · 2018 · Data in Brief · 17 citations

• RNetCDF - A Package for Reading and Writing NetCDF Datasets

  Pavel Michna, Milton Woods · 2013 · The R Journal · 16 citations

• The CM SAF R Toolbox—A Tool for the Easy Usage of Satellite-Based Climate Data in NetCDF Format

  Steffen Kothe, Rainer Hollmann, Uwe Pfeifroth · 2019 · ISPRS International Journal of Geo-Information · 15 citations

🆕 Influential since 2022

• nctoolkit: A Python package for netCDF analysis and post-processing

  Robert J. Wilson, Yuri Artioli · 2023 · Journal of Open Source Software · 5 citations

• NCDatasets.jl: a Julia package for manipulating netCDF data sets

  Alexander Barth · 2024 · Journal of Open Source Software · 3 citations

• The Nansen Legacy Template Generator for Darwin Core and CF-NetCDF

  Luke Marsden, Olaf Schneider · 2024 · Data Science Journal · 2 citations

• ncPick: A Lightweight Toolkit for Extracting, Analyzing, and Visualizing ECMWF ERA5 NetCDF Data

  Sreten Jevremović, Filip Arnaut, Aleksandra Kolarski · 2025 · Data · 1 citations

• NetCDFaster: Optimizing NetCDF data querying and geo-visualization using high-performance machine learning

  Zhenlei Song, Zhe Zhang, Alan Sussman · 2025 · SoftwareX · 1 citations

📚 Books worth reading

• 📕Woods Hole image processing system software implementationValerie F. Paskevich · 1992
• 📕An example of interfacing AVS and NetCDFEvelyn L Wright · 1992
• 📕Woods Hole image processing system software implementationValerie F Paskevich · 1992

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

• Hierarchical Data Format Hierarchical Data Format (HDF) is a set of file formats (HDF4, HDF5) designed to store and organize large amounts of data. Originally developed at the…
• OPeNDAP OPeNDAP (Open-source Project for a Network Data Access Protocol) is an endeavor focused on enhancing the retrieval of remote, structured data through a…
• CGNS CGNS stands for CFD General Notation System. It is a general, portable, and extensible standard for the storage and retrieval of CFD analysis data. It…
• XMDF XMDF (eXtensible Model Data Format) is a library providing a standard format for the geometric data storage of river cross-sections, 2D/3D structured and…
• GRIB GRIB (GRIdded Binary or General Regularly-distributed Information in Binary form) is a concise data format commonly used in meteorology to store historical…
• Intel Fortran Compiler Intel Fortran Compiler, as part of Intel OneAPI HPC toolkit, is a group of Fortran compilers from Intel for Windows, macOS, and Linux. The compilers generate…
• Climate and Forecast Metadata Conventions The Climate and Forecast (CF) metadata conventions are conventions for the description of Earth sciences data, intended to promote the processing and sharing…
• Generic Earth Observation Metadata Standard GEOMS – Generic Earth Observation Metadata Standard is a metadata standard used for archiving data from groundbased networks, like the Network for the…