Paleoclimate Tools
Computational tools for paleoclimate research and data.
![askiced](https:/app/site/media/images/articles/dataset-listing/askiced/askice-d_thumbnail-01.jpg) |
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A tool that helps users build and send SQL queries to the ICE-D database and dynamically returns the query results. |
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HPC-based tools
These tools use high-performance computing (HPC) resources at University at Buffalo CCR to access datasets and to perform parallel computations. All interaction with the computing cluster is handled by the tool, while users interact with a friendly user interface.
![Crevasse](/groups/ghub/File:/uploads/ghub/browse-data/crevase_detection_icon.jpg) |
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Implements Greenland ice sheet crevasse detection over a range of years and user specified parameters. |
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![Image credit NASA NSIDC DAAC, nsidc.org](/groups/ghub/File:/uploads/ghub/browse-data/re-grid_icon.jpg) |
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Enables users to select multiple ISMIP6 model output files for conversion to an alternate grid size. |
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![Image credit NASA NSIDC DAAC, nsidc.org](/groups/ghub/File:/uploads/ghub/browse-files/nsidc-ice-about-daac.png) |
Cryosphere model Comparison tool (CmCt)
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Coming soon! |
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Model Comparison Tools
These Jupyter-based model comparison tools enable users to select models and observations to compare, evaluate, and plot. Users can then download the resulting high resolution plots for further analysis or presentation.
![Image credit NASA NSIDC DAAC, nsidc.org](/groups/ghub/File:/uploads/ghub/browse-files/nsidc-greenland-image.png) |
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Compares and plots user-selected attributes from MERRA-2 models of the Greenland Ice Sheet against MODIS measurements. |
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![CmCt Histogram Plotting Tool](/groups/ghub/File:/uploads/ghub/browse-files/CmCt_Histogram.png) |
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Plots comparison result statistics from runs of the Cryosphere model Comparison tool (CmCt). |
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![GRACE JPL Mascon 2014](/groups/ghub/File:/uploads/ghub/browse-files/grace-jpl-nasa-mascon-2014-scaled.png) |
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Compares user-uploaded ice sheet models to the NASA GRACE Mascon product. |
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![Image credit QGreenland project, qgreenland.org](/groups/ghub/File:/uploads/ghub/browse-files/qgreenland-snippet-scaled.png) |
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Compares and plots ISMIP6 scalar variables from different modeling centers against a reference dataset. This is a quick quality control tool to model scalar variables and units. |
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![Image credit NASA NSIDC DAAC, nsidc.org](/groups/ghub/File:/uploads/ghub/browse-files/nsidc-data-in-action.png) |
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Notebook to create plots of global temperature from historical and projected model simulations. |
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![GRACE JPL Mascon 2014](/app/site/media/images/articles/dataset-listing/ismip6aissvn/fig_Prog_Ant_ghub.png) |
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Produces the figures from Seroussi et al. (2020) "ISMIP6 Antarctica: a multi-model ensemble of the Antarctic ice sheet evolution over the 21st century", and allows users to explore the visualizations and model outputs from this study. |
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![Image Credit Ghub](https:/app/site/media/images/articles/dataset-listing/ismip6aissvn/ismip6aissvnwf1_Figure10a.png) |
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Extends the Visualizing ISMP6 Antartica Tool and allows users to select the Seroussi et al. (2020) model outputs used to create the figures and select the figures to create. |
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![Image Credit Ghub](https:/app/site/media/images/articles/dataset-listing/ismip6aissvn/ismip6aissvnwf2_Figure1a.png) |
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Extends the Visualizing ISMIP6 Antartica Tool and allows users to select the Seroussi et al. (2020) model outputs used to create the figures, select the figures to create, and upload their own model datasets. |
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![Image Credit Ghub](/app/site/media/images/articles/dataset-listing/isschecker/ismip6_logo.png) |
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Checks the compliance of ISMIP6 Greenland (GIS) and Antarctic (AIS) netCDF formatted simulation experiment files. |
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Statistics
These tools allow users to view code or run analyses using statistical methods developed by the community.
![alps](/groups/ghub/File:/uploads/ghub/browse-files/alps.png) |
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This Jupyter Notebook approximation tool provides users the code for Approximation by Localized Penalized Splines (ALPS) framework functions. |
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![gstatsim](https:/app/site/media/images/articles/dataset-listing/gstatsim/GatorGlaciologyLogo-01.jpg) |
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This Jupyter Book tool provides users tutorials and background information on different statistical interpolation and conditional simulation methods. |
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Remote Sensing
These tools allow users to view code or run analyses using remote sensing methods developed by the community.
![glaft](https:/app/site/media/images/articles/dataset-listing/glaft/glaft_cover_img.png) |
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This Jupyter Notebook tracking tool provides users the ability to assess and visualize the benchmarking metrics associated with a glacier velocity map. |
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Code Development
These tools provide a platform for developing new Ghub tools, creating notebooks, or just running a computation.
![Jupyter](/groups/ghub/File:/uploads/ghub/jupyter.png) |
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Starts the Jupyter notebook server in the "notebooks" directory of your home directory. |
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![Jupyter](/groups/ghub/File:/uploads/ghub/jupyter.png) |
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Starts the Jupyter lab server in the "notebooks" directory of your home directory. |
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![Image credit NASA NSIDC DAAC, nsidc.org](/groups/ghub/File:/uploads/ghub/browse-files/nsidc-ice-about-daac.png) |
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Run your own Debian 10 Linux workspace, offering compilers, scripting languages, and svn source control. |
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![GRACE JPL Mascon 2014](/groups/ghub/File:/uploads/ghub/r-circle-logo.jpg) |
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Notebooks in the R language introduce computing and visualization packages and techniques. |
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![Jupyter](/groups/ghub/File:/uploads/ghub/jupyter.png) |
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Learn how to create and run Notebooks, select a kernel, design a user interface, and submit a job to the HPC cluster, from Jupyter Notebooks. |
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