Data of Earth system models for regional environmental management: Prospects and limitations of the current generation of CMIP6 and next generation development
Data and codes that support the findings of this study are openly available. This repository includes the Jupyter Notebook containing the python code for data analysis and visualization. In addition, the repository includes the processed data of the Earth system modeling data of Coupled Model Intercomparison Project Phase 6 (Balaji et al., 2018; Eyring et al., 2016), reanalysis data of Copernicus Marine Environment Monitoring Service (Drévillon et al., 2018; Fernandez & Lellouche, 2018), and Karenia brevis the Fish and Wildlife Research Institute at the Florida Fish and Wildlife Conservation Commission (FWRI, 2020) that are used to support the findings of this study. All the data is openly available:
• The Karenia brevis data can be obtained from the HAB Monitoring Database Florida Fish and Wildlife Conservation Commission are available by contacting the Florida Fish and Wildlife Conservation CommissionHABdata@MyFWC.com
• The CMIP6 model data can be obtained from the Earth System Grid Federation (ESGF, Cinquini et al., 2014)nodes such as https://esgf-data.dkrz.de/search/cmip6-dkrz/.
• The reanalysis data can be obtained from CMEMS online https://resources.marine.copernicus.eu/?option=com_csw&view=details&product_id=GLOBAL_REANALYSIS_PHY_001_030.
References
Balaji, V., Taylor, K. E., Juckes, M., Lawrence, B. N., Durack, P. J., Lautenschlager, M., et al. (2018). Requirements for a global data infrastructure in support of CMIP6. Geoscientific Model Development, 11(9), 3659–3680. https://doi.org/10.5194/gmd-11-3659-2018
Cinquini, L., Crichton, D., Mattmann, C., Harney, J., Shipman, G., Wang, F., et al. (2014). The Earth System Grid Federation: An open infrastructure for access to distributed geospatial data. Future Generation Computer Systems, 36, 400–417. https://doi.org/10.1016/j.future.2013.07.002
Drévillon, M., Régnier, C., Lellouche, J.-M., Garric, G., & Bricaud, C. (2018). QUALITY INFORMATION DOCUMENT For Global Ocean Reanalysis Products GLOBAL-REANALYSIS-PHY-001-030, 48.
Eyring, V., Bony, S., Meehl, G. A., Senior, C. A., Stevens, B., Stouffer, R. J., & Taylor, K. E. (2016). Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization. Geoscientific Model Development, 9(5), 1937–1958. https://doi.org/10.5194/gmd-9-1937-2016
Fernandez, E., & Lellouche, J. M. (2018). PRODUCT USER MANUAL For the Global Ocean Physical Reanalysis product GLOBAL_REANALYSIS_ PHY_001_030, 15. FWRI. (2020). HAB Monitoring Database. Retrieved December 23, 2020, from http://myfwc.com/research/redtide/monitoring/database/
