FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2443985281> ?p ?o ?g. }

• W2443985281 endingPage "830" @default.
• W2443985281 startingPage "813" @default.
• W2443985281 abstract "Abstract. The Coupled Model Intercomparison Project (CMIP) has successfully provided the climate community with a rich collection of simulation output from Earth system models (ESMs) that can be used to understand past climate changes and make projections and uncertainty estimates of the future. Confidence in ESMs can be gained because the models are based on physical principles and reproduce many important aspects of observed climate. More research is required to identify the processes that are most responsible for systematic biases and the magnitude and uncertainty of future projections so that more relevant performance tests can be developed. At the same time, there are many aspects of ESM evaluation that are well established and considered an essential part of systematic evaluation but have been implemented ad hoc with little community coordination. Given the diversity and complexity of ESM analysis, we argue that the CMIP community has reached a critical juncture at which many baseline aspects of model evaluation need to be performed much more efficiently and consistently. Here, we provide a perspective and viewpoint on how a more systematic, open, and rapid performance assessment of the large and diverse number of models that will participate in current and future phases of CMIP can be achieved, and announce our intention to implement such a system for CMIP6. Accomplishing this could also free up valuable resources as many scientists are frequently re-inventing the wheel by re-writing analysis routines for well-established analysis methods. A more systematic approach for the community would be to develop and apply evaluation tools that are based on the latest scientific knowledge and observational reference, are well suited for routine use, and provide a wide range of diagnostics and performance metrics that comprehensively characterize model behaviour as soon as the output is published to the Earth System Grid Federation (ESGF). The CMIP infrastructure enforces data standards and conventions for model output and documentation accessible via the ESGF, additionally publishing observations (obs4MIPs) and reanalyses (ana4MIPs) for model intercomparison projects using the same data structure and organization as the ESM output. This largely facilitates routine evaluation of the ESMs, but to be able to process the data automatically alongside the ESGF, the infrastructure needs to be extended with processing capabilities at the ESGF data nodes where the evaluation tools can be executed on a routine basis. Efforts are already underway to develop community-based evaluation tools, and we encourage experts to provide additional diagnostic codes that would enhance this capability for CMIP. At the same time, we encourage the community to contribute observations and reanalyses for model evaluation to the obs4MIPs and ana4MIPs archives. The intention is to produce through the ESGF a widely accepted quasi-operational evaluation framework for CMIP6 that would routinely execute a series of standardized evaluation tasks. Over time, as this capability matures, we expect to produce an increasingly systematic characterization of models which, compared with early phases of CMIP, will more quickly and openly identify the strengths and weaknesses of the simulations. This will also reveal whether long-standing model errors remain evident in newer models and will assist modelling groups in improving their models. This framework will be designed to readily incorporate updates, including new observations and additional diagnostics and metrics as they become available from the research community." @default.
• W2443985281 created "2016-06-24" @default.
• W2443985281 creator A5000381870 @default.
• W2443985281 creator A5010168195 @default.
• W2443985281 creator A5017803933 @default.
• W2443985281 creator A5018655711 @default.
• W2443985281 creator A5021292556 @default.
• W2443985281 creator A5034118743 @default.
• W2443985281 creator A5042022687 @default.
• W2443985281 creator A5044002980 @default.
• W2443985281 creator A5050524996 @default.
• W2443985281 creator A5054886567 @default.
• W2443985281 creator A5070265114 @default.
• W2443985281 creator A5088846266 @default.
• W2443985281 creator A5089346660 @default.
• W2443985281 date "2016-11-01" @default.
• W2443985281 modified "2023-10-10" @default.
• W2443985281 title "Towards improved and more routine Earth system model evaluation in CMIP" @default.
• W2443985281 cites W1197142051 @default.
• W2443985281 cites W1644334008 @default.
• W2443985281 cites W1693658323 @default.
• W2443985281 cites W1710919885 @default.
• W2443985281 cites W1780280917 @default.
• W2443985281 cites W1957506591 @default.
• W2443985281 cites W1973843772 @default.
• W2443985281 cites W1993828008 @default.
• W2443985281 cites W1995483742 @default.
• W2443985281 cites W1996478169 @default.
• W2443985281 cites W1999327680 @default.
• W2443985281 cites W2003790230 @default.
• W2443985281 cites W2007098680 @default.
• W2443985281 cites W2011189209 @default.
• W2443985281 cites W2012592445 @default.
• W2443985281 cites W2015030848 @default.
• W2443985281 cites W2023439090 @default.
• W2443985281 cites W2024966118 @default.
• W2443985281 cites W2032082343 @default.
• W2443985281 cites W2032658276 @default.
• W2443985281 cites W2036788017 @default.
• W2443985281 cites W2042694696 @default.
• W2443985281 cites W2047502570 @default.
• W2443985281 cites W2050648603 @default.
• W2443985281 cites W2052115269 @default.
• W2443985281 cites W2058231610 @default.
• W2443985281 cites W2058953442 @default.
• W2443985281 cites W2064960533 @default.
• W2443985281 cites W2071062728 @default.
• W2443985281 cites W2072339507 @default.
• W2443985281 cites W2074764441 @default.
• W2443985281 cites W2085945959 @default.
• W2443985281 cites W2090895725 @default.
• W2443985281 cites W2096587785 @default.
• W2443985281 cites W2099513478 @default.
• W2443985281 cites W2100956194 @default.
• W2443985281 cites W2103766305 @default.
• W2443985281 cites W2104043570 @default.
• W2443985281 cites W2106876896 @default.
• W2443985281 cites W2125720396 @default.
• W2443985281 cites W2130694448 @default.
• W2443985281 cites W2131487345 @default.
• W2443985281 cites W2136556492 @default.
• W2443985281 cites W2144081622 @default.
• W2443985281 cites W2148497060 @default.
• W2443985281 cites W2149884823 @default.
• W2443985281 cites W2151094192 @default.
• W2443985281 cites W2152550446 @default.
• W2443985281 cites W2165037481 @default.
• W2443985281 cites W2173487571 @default.
• W2443985281 cites W2193503481 @default.
• W2443985281 cites W2292763501 @default.
• W2443985281 cites W2303188915 @default.
• W2443985281 cites W2346853756 @default.
• W2443985281 cites W2495412896 @default.
• W2443985281 cites W2522766695 @default.
• W2443985281 cites W2527484912 @default.
• W2443985281 cites W4229518129 @default.
• W2443985281 doi "https://doi.org/10.5194/esd-7-813-2016" @default.
• W2443985281 hasPublicationYear "2016" @default.
• W2443985281 type Work @default.
• W2443985281 sameAs 2443985281 @default.
• W2443985281 citedByCount "64" @default.
• W2443985281 countsByYear W24439852812017 @default.
• W2443985281 countsByYear W24439852812018 @default.
• W2443985281 countsByYear W24439852812019 @default.
• W2443985281 countsByYear W24439852812020 @default.
• W2443985281 countsByYear W24439852812021 @default.
• W2443985281 countsByYear W24439852812022 @default.
• W2443985281 countsByYear W24439852812023 @default.
• W2443985281 crossrefType "journal-article" @default.
• W2443985281 hasAuthorship W2443985281A5000381870 @default.
• W2443985281 hasAuthorship W2443985281A5010168195 @default.
• W2443985281 hasAuthorship W2443985281A5017803933 @default.
• W2443985281 hasAuthorship W2443985281A5018655711 @default.
• W2443985281 hasAuthorship W2443985281A5021292556 @default.
• W2443985281 hasAuthorship W2443985281A5034118743 @default.
• W2443985281 hasAuthorship W2443985281A5042022687 @default.
• W2443985281 hasAuthorship W2443985281A5044002980 @default.
• W2443985281 hasAuthorship W2443985281A5050524996 @default.

• next