Registry of Open Data on AWS

Usage examples for all datasets listed in the Registry of Open Data on AWS tagged with zarr.

NASA Prediction of Worldwide Energy Resources (POWER)

Tutorials

About the Prediction Of Worldwide Energy Resources (POWER) Project ArcGIS StoryMap. by The POWER Project
Accessing and Subsetting POWER data, from AWS S3 using Python. by The POWER Project

Tools & Applications

Publications

A solar azimuth formula that renders circumstantial treatment unnecessary without compromising mathematical rigor: Mathematical setup, application and extension of a formula based on the subsolar point and atan2 function by Zhang, T., P. W. Stackhouse, B. Macpherson, and J. C. Mikovitz
Application of a global-to-beam irradiance model to the NASA GEWEX SRB dataset: An extension of the NASA Surface meteorology and Solar Energy datasets by Zhang, T., P. W. Stackhouse, W. S. Chandler, and D. J. Westberg
Application of Satellite Sensor Data and Models for Energy Management by Zell, E., J. Engel-Cox, R. Eckman, and P. Stackhouse
Association between solar insolation and a history of suicide attempts in bipolar I disorder by Bauer M, et al., Stackhouse PW Jr., et al.
CEOS contributions to informing energy management and policy decision making using space-based Earth observations by Eckman, R. S., and P. W. Stackhouse
Enhancing Climate Resilience at NASA Centers: A Collaboration between Science and Stewardship by Rosenzweig, C., and Coauthors
Evaluation of NASA satellite- and assimilation model-derived long-term daily temperature data over the continental US by White, J. W., G. Hoogenboom, P. W. Stackhouse, and J. M. Hoell
Evaluation of Satellite-Based, Modeled-Derived Daily Solar Radiation Data for the Continental United States by White, J. W., G. Hoogenboom, P. W. Wilkens, P. W. Stackhouse, and J. M. Hoel
Global Surface Solar Energy Anomalies Including El Nino and La Nina Years. by C. H., and Coauthors
Modeling the potential for thermal concentrating solar power technologies by Zhang, Y., S. J. Smith, G. P. Kyle, and P. W. Stackhouse
NASA Climatological Data for Renewable Energy Assessment by Chandler, W. S., C. H. Whitlock, and P. W. Stackhouse
The Contribution of Solar Brightening to the US Maize Yield Trend by Tollenaar, T., J. Fridgen, P. Tyagi, P. W. Stackhouse Jr., and S. Kumudini
Variations in seasonal solar insolation are associated with a history of suicide attempts in bipolar I disorder by Bauer, M., and Coauthors

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

Tutorials

Tools & Applications

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

CAM6 Data Assimilation Research Testbed (DART) Reanalysis: Cloud-Optimized Dataset

Tutorials

Analyzing large climate model ensembles in the cloud by Joe Hamman, NCAR

Tools & Applications

Intake-ESM Catalog by Brian Bonnlander, NCAR
Jupyter Notebook and other documentation and tools for DART Reanalysis on AWS by NCAR Science at Scale team
Rendered (static) version of Jupyter Notebook by Brian Bonnlander, NCAR

Publications

A new CAM6 + DART reanalysis with surface forcing from CAM6 to other CESM models by Raeder, K., Hoar, T.J., El Gharamti, M. et al (2021)

Community Earth System Model Large Ensemble (CESM LENS)

Tutorials

Analyzing large climate model ensembles in the cloud by Joe Hamman, NCAR

Tools & Applications

Jupyter Notebook and other documentation and tools for CESM LENS on AWS by NCAR Science at Scale team
Rendered (static) version of Jupyter Notebook by Anderson Banihirwe, NCAR
Urban Climate Explorer by Zhonghua Zheng

Publications

The Community Earth System Model (CESM) Large Ensemble Project: A Community Resource for Studying Climate Change in the Presence of Internal Climate Variability by Kay et al. (2015), Bull. AMS, 96, 1333-1349

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

Community Earth System Model v2 Large Ensemble (CESM2 LENS)

Tools & Applications

Jupyter Notebook and other documentation and tools for CESM2-LE on AWS by NCAR Science at Scale team
Rendered (static) version of Jupyter Notebook by Maxwell Grover, NCAR
Urban Climate Explorer by Zhonghua Zheng

Publications

Ubiquity of human-induced changes in climate variability by Rodgers et al. (2021), Earth Syst. Dynam., 12, 1–19, 2021

GEOGLOWS Hydrological Model Version 2

Tutorials

River Forecast System V2 background, training and tutorials by Riley Hales

Tools & Applications

GEOGLOWS Hydroviewer by Riley Hales
pygeoglows by Riley Hales

Publications

Advancing global hydrologic modeling with the GEOGloWS ECMWF streamflow service by Hales et al.

NA-CORDEX - North American component of the Coordinated Regional Downscaling Experiment

Tools & Applications

Intake-ESM Catalog by Brian Bonnlander (NCAR)
Jupyter Notebook and other documentation and tools by Brian Bonnlander, Seth McGinnis (NCAR)
Rendered (static) version of Jupyter Notebook by Brian Bonnlander (NCAR)

Publications

The NA-CORDEX dataset, version 1.0. NCAR Climate Data Gateway, Boulder CO (2017) by Mearns, Linda O., et al.

EURO-CORDEX - European component of the Coordinated Regional Downscaling Experiment

Tools & Applications

Intake-ESM Catalog by Lars Buntemeyer
Jupyter Book by Lars Buntemeyer

Publications

Beyond ESGF - Regional climate model datasets in the cloud on AWS S3 by Lars Buntemeyer

Whiffle WINS50 Open Data on AWS

Tutorials

Whiffle WINS50 Tutorials by Whiffle

Publications

Investigating energy production and wake losses of multi-gigawatt offshore wind farms with atmospheric large-eddy simulation by Baas, P., Verzijlbergh, R., van Dorp, P., and Jonker, H

Co-Produced Climate Data to Support California's Resilience Investments

Tutorials

Example Use Cases of Data Via Cal-Adapt Analytics Engine by Cal-Adapt Analytics Engine Team

If you want to add a dataset or usage example to this registry, please follow the instructions on the Registry of Open Data on AWS GitHub repository or tell us about your project.