Inter-mission Time Series of Land Ice Velocity and Elevation (ITS_LIVE)

Tutorials

• ITS_LIVE Point Data Access by Maria Liukis, Alex S. Gardner, Luis A. López, Mark Fahnestock, and Joseph H. Kennedy
  
  
• Using xarray to examine cloud-based glacier surface velocity data by Emma Marshall
  

Tools & Applications

• A serverless React-Leaflet website to plot and share ITS_LIVE data by Jacob Fahnestock
  
• Chad Greene's ITS_LIVE Matlab collection by Chad A. Greene
  
• ITS_LIVE Data Access API by NSIDC
  
• ITS_LIVE Data Access Portal by NSIDC
  
• ITS_LIVEpy: A Python client for ITS_LIVE glacier velocity data by Luis A. López and Mark Fahnestock
  
• ITS_LIVE_TOOL: A package designed to aid users working with the ITS_LIVE data by Victor Devaux-Chupin and Emma Marshall
  

Publications

• Antarctic calving loss rivals ice-shelf thinning by Greene, C.A., A.S. Gardner, N.-J. Schlegel, and A.D. Fraser
  
• Autonomous Repeat Image Feature Tracking (autoRIFT) and Its Application for Tracking Ice Displacement. Remote Sensing by Lei, Y., A.S. Gardner, and P. Agram
  
• Detecting seasonal ice dynamics in satellite images by Greene, C.A., A.S. Gardner, and L.C. Andrews
  
• Elevation change of the Antarctic Ice Sheet: 1985 to 2020 by Nilsson, J., A.S. Gardner, and F.S. Paolo
  
• Increased West Antarctic and unchanged East Antarctic ice discharge over the last 7 years by Gardner, A. S., G. Moholdt, T. Scambos, M. Fahnstock, S. Ligtenberg, M. van den Broeke, and J. Nilsson
  
• Processing methodology for the ITS_LIVE Sentinel-1 ice velocity products by Lei, Y., A.S. Gardner, and P. Agram
  
• Ubiquitous acceleration in Greenland Ice Sheet calving from 1985 to 2022 by Greene, C.A., A.S. Gardner, M. Wood, and J.K. Cuzzone
  
• Widespread slowdown in thinning rates of West Antarctic Ice Shelves by Paolo, F. S., A.S. Gardner, C.A. Greene, J. Nilsson, M.P. Schodlok, N.-J. Schlegel, and H.A. Fricker
  

GeoNet Aotearoa New Zealand Data

Tutorials

• Available GeoNet GNSS event high rate data by GNS Science - Te Pū Ao
  
• GeoNet Automatically Collected Landslide Data by GNS Science - Te Pū Ao
  
• GeoNet Automatically Collected Volcano Data by GNS Science - Te Pū Ao
  
• GeoNet Coastal Tsunami Gauge Digital Waveform Dataset by GNS Science - Te Pū Ao
  
• GeoNet continuous GNSS network RAW files by GNS Science - Te Pū Ao
  
• GeoNet continuous GNSS network RINEX by GNS Science - Te Pū Ao
  
• GeoNet datasets available via AWS Open Data Programme by GNS Science - Te Pū Ao
  
• GeoNet Deep-ocean Assessment and Reporting of Tsunami (DART) Dataset by GNS Science - Te Pū Ao
  
• GeoNet Seismic Digital Waveform dataset by GNS Science - Te Pū Ao
  
• GeoNet Strong Motion Data Products by GNS Science - Te Pū Ao
  

Publications

• GNS Science Te Pū Ao Joins the AWS Open Data Sponsorship Program to Better Prepare for Natural Disasters by Amazon Staff
  
• Site characterisation of GeoNet stations for the New Zealand Strong Motion Database by A. Kaiser, C. Van Houtte, N. Perrin, L. Wotherspoon, G. McVerry
  
• The development and evolution of the GeoNet and PositioNZ GNSS continuously operating network in New Zealand by P. Gentle; K. Gledhill; G. Blick
  
• The New Zealand National Seismograph Network by T. Petersen, K. Gledhill, M. Chadwick, N. Gale, J. Ristau
  
• Tsunami Forecasting and Monitoring in New Zealand by W. Power; N. Gale
  

Argo marine floats data and metadata from Global Data Assembly Centre (Argo GDAC)

Tutorials

• Outreach activities by Argo program
  
• Outreach ressources for Argo floats by Euro-Argo ERIC
  

Tools & Applications

• Argo data selection by Euro-Argo ERIC
  
• Argo floats dashboard by Euro-Argo ERIC
  

Publications

• Argo data bibliography by Argo program
  

Global Seasonal Sentinel-1 Interferometric Coherence and Backscatter Data Set

Tutorials

• Jupyter Notebook to access and visualize global mosaics of the global data set by Josef Kellndorfer
  
• Jupyter Notebook to access and visualize sub regions of the global data set by Josef Kellndorfer
  

Publications

• Generating Global Temporal Coherence Maps from one year of Sentinel-1 C-band data, ESA Fringe 2021 Poster (Youtube) by Oliver Cartus, Josef Kellndorfer, Shadi Oveisgharan, Batu Osmanoglu, Paul Rosen, Urs Wegmüller
  
• Global seasonal Sentinel-1 interferometric coherence and backscatter data set by Josef Kellndorfer, Oliver Cartus, Marco Lavalle, Christophe Magnard, Pietro Milillo, Shadi Oveisgharan, Batu Osmanoglu, Paul A. Rosen, Urs Wegmüller
  
• Webinar: The new era of SAR Time Series Analysis and Visualization: Cloud meets Big SAR Data. IEEE GRSS Bay Area Chapter (Dec. 3rd 2021) by Josef Kellndorfer
  

Chalmers Cloud Ice Climatology

Tutorials

• Reading CCIC data by Adrià Amell & Simon Pfreundschuh
  Amazon S3
• Storm tracking with CCIC by Julia Kukulies
  Amazon S3

Tools & Applications

• CCIC on PyPI -- software for training and processing the CCIC retrievals and to read CCIC Zarr files by Simon Pfreundschuh
  

Publications

• The Chalmers Cloud Ice Climatology: Retrieval implementation and validation by Adrià Amell, Simon Pfreundschuh, and Patrick Eriksson
  

Tropical Cyclone Precipitation, Infrared, Microwave, and Environmental Dataset (TC PRIMED)

Tutorials

• NOAA Center for Artificial Intelligence (NCAI) TC PRIMED Learning Journey Jupyter Notebooks by Naufal Razin (CSU/CIRA), Kathy Haynes (CSU/CIRA), Chris Slocum (NOAA/STAR)
  
  Amazon S3

Tools & Applications

• tcprimedapi by TC PRIMED Development Team
  

Sentinel-1 Precise Orbit Determination (POD) Products

Tools & Applications

• REST API for downloading Sentinel-1 Orbit files from the Registry of Open Data on AWS by Alaska Satellite Facility
  
• s1-orbits, A Python utility for downloading Sentinel-1 Orbit files from the Registry of Open Data on AWS by Alaska Satellite Facility
  

Poseidon 3D Seismic, Australia

Tools & Applications

• MDIO by TGS