Registry of Open Data on AWS

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

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

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)

CESM-HR

Tutorials

CESM-HR Tutorial by Jaison Kurian

Tools & Applications

CESM-HR Tools and Applications by Jaison Kurian

Publications

An Unprecedented Set of High‐Resolution Earth System Simulations for Understanding Multiscale Interactions in Climate Variability and Change by Chang et al. (2020)
High-resolution modelling identifies the Bering Strait’s role in amplified Arctic warming by Xu et al. (2024)
Uncertain future of sustainable fisheries environment in eastern boundary upwelling zones under climate change by Chang et al. (2023)

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

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

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

NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6)

Tools & Applications

NEX-GDDP-CMIP6 Dashboard by NASA

Publications

NASA and ASDI announce no-cost access to important climate dataset on the AWS Cloud by Dr. Manil Maskey and Ana Pinheiro Privette
NASA Global Daily Downscaled Projections, CMIP6 by Thrasher, B., Wang, W., Michaelis, A., Melton, F., Lee, T. and Nemani, R.

Wildfire Projections to Support Climate Resilience

Tutorials

Interactive Data Access and Visualization by Cal-Adapt: Analytics Engine Team

Tools & Applications

Public Utility Data Liberation Project

Tutorials

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

Community Earth System Model v2 ARISE (CESM2 ARISE)

Tutorials

Coming Soon by NCAR

Met Office UK Earth System Model (UKESM1) ARISE-SAI geoengineering experiment data

Tutorials

Examples coming soon by MetOffice

Sup3rCC

Tutorials

Using the Sup3rCC Data by Grant Buster

World Bank Climate Change Knowledge Portal (CCKP)

Publications

World Bank Climate Change Knowledge Portal observed and projected climate datasets by World Bank

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.