pmip3:wg:p2f:methods
Differences
This shows you the differences between two versions of the page.
| Both sides previous revision Previous revision | Next revision Both sides next revision | ||
|
pmip3:wg:p2f:methods [2013/09/24 06:42] jules [Overview of papers] |
pmip3:wg:p2f:methods [2013/09/24 06:45] jules [Keywords] |
||
|---|---|---|---|
| Line 61: | Line 61: | ||
| * **Ensemble** : refers to an article focused to the analysis of a series of experiments. The current literature sometimes //ensembles of opportunity//, that is, a series of experiments that have not been designed with the idea of being analysed //as en ensemble//, as opposed to ensemble of experiments designed with a carefully chosen sampling scheme (latin hypercube etc. ) | * **Ensemble** : refers to an article focused to the analysis of a series of experiments. The current literature sometimes //ensembles of opportunity//, that is, a series of experiments that have not been designed with the idea of being analysed //as en ensemble//, as opposed to ensemble of experiments designed with a carefully chosen sampling scheme (latin hypercube etc. ) | ||
| - | * **Model ensemble** : article making explicit use of several //structurally distinct// climate simulators (as opposed to one simulator with various parameter configurations) | + | * **Single-model ensemble**, **Multi-model ensemble** : article making explicit use of one (for single-model) or several //structurally distinct// (for multi-model) climate models (as opposed to one model with various parameter configurations) |
| * **Bayesian** : refers to an article featuring an inference process based on the Bayesian paradigm, with explicit references to a prior, a likelihood and a posterior | * **Bayesian** : refers to an article featuring an inference process based on the Bayesian paradigm, with explicit references to a prior, a likelihood and a posterior | ||
| Line 67: | Line 67: | ||
| * **Evaluation** : a fairly broad concept referring to the use of model performance indicators, either presented as quantitative metrics, or yes/no pass tests, the main idea being that models which compare well with data for past climates may be more reliable for predicting future climate change. | * **Evaluation** : a fairly broad concept referring to the use of model performance indicators, either presented as quantitative metrics, or yes/no pass tests, the main idea being that models which compare well with data for past climates may be more reliable for predicting future climate change. | ||
| - | * **Emulator** : statistical technique consisting in calibrating a statistical model (generally a Gaussian process) for use as as surrogate to an actual climate simulator, in order to sample efficiently large input spaces, generally in the context of Bayesian inference or global sensitivity analysis | + | * **Emulator** : statistical technique consisting in calibrating a statistical model (generally a Gaussian process) for use as as surrogate to an actual climate simulator (more commonly known as "a climate model"), in order to sample efficiently large input spaces, generally in the context of Bayesian inference or global sensitivity analysis |
| * **Climate sensitivity** : papers with attempting to contribute to the quantification off //climate sensitivity// defined as change in the global average of surface air temperature in response to a doubling in CO2 concentration for pre-industrial. | * **Climate sensitivity** : papers with attempting to contribute to the quantification off //climate sensitivity// defined as change in the global average of surface air temperature in response to a doubling in CO2 concentration for pre-industrial. | ||
pmip3/wg/p2f/methods.txt · Last modified: 2017/02/10 15:47 by jules
