CREATE-IP Data Services
The NASA Climate Model Data Services (CDS) team is collaborating with the five major reanalysis projects to collect monthly and hourly data, formatted identically to facilitate comparisons, and present it through a range of services: Distribution, Visualization, Analytics, and Knowledge, resulting in the Collaborative REAnalysis Technical Environment – Intercomparison Project (CREATE-IP). The purpose of these services is to support the study of reanalysis differences and uncertainties between the reanalyses, and, since reanalysis data is essentially a re-forecast of past weather using the latest forecast models, support interdisciplinary scientists in their efforts to compare their datasets (e.g. biodiversity, water planning, wind power) with 30 or more years of gridded climate data.
Distribution services provide the ability for CREATE-IP to standardize and centralize the presentation of reanalysis data thereby simplifying the effort of researchers to locate and download desired data.
ESGF is the designated CREATE-IP distribution service. ESGF allows users to search by facets such as Project, Model, and Variable and then download the data via http, wget, or OPeNDAP, with future plan for Globus access. When searching for a particular variable, you must perform the variable search from the Data Cart. The CREATE-IP COG website provides access to the ESGF data as well as information about the reanalyses projects to support users in both their intercomparison efforts and their interdisciplinary work.
Users often require a visual look into data prior to downloading to verify interest or to generate imagery for download. This helps reduces the big data problem of downloading large amounts of data over congested networks and then storing them in large data repositories.
CREATE-V - CREATE-IP data is available through a web visualization tool called CREATE-V that is based on UCAR’s Climate Inspector code and utilizes WMS.
Users are able to visualize the data through a simple interface that supports the ability to select a project, variable, level (for 3D data), date, and color map. Currently, monthly temperature, precipitation, and surface pressure data are available for MERRA, ECMWF, and CFSR. Additional data, both monthly and high frequency, and new features are being added in 2015.
ArcGIS - Work is currently in progress to publish the CREATE-IP data in ArcGIS in order to reach the large community of GIS interdisciplinary scientists. When this is available it will support the use of layers, mapping, and comparison functionality facilitated by this tool. This service is complementary to the CDS Visualizer described above, however it supports a broader user community of interdisciplinary sciences, emergency management, and intelligence communities, who are unfamiliar with the use of netcdf data files.
In our efforts to address the big data challenges of climate science, CREATE-IP is collaborating with the NASA Center for Climate Simulation (NCCS) in their move toward a server-side analytics tool called Earth Data Analytics Service(EDAS). EDAS combines large-scale data storage that is surrounded by high-performance computing and analytics capabilities with common server-side operations. Selected operations on most CREATE data is now available to the public.
The ontology tool “Ontology-Driven Interactive Search Environment for Earth Science (ODISEES)” was written in cooperation with NASA Langley Research Center.
The tool stores metadata about the physical attributes of reanalysis variables and the resultant ontology and GUI allows scientists to identify and download climate model data. The user can search reanalysis metadata based on semantic content and relationships, such as data source (observation, model, or reanalysis), parameter (variable name), project, temporal resolution, vertical location, etc.
Last Update: June 17, 2020, 7:18 a.m. by