A simple pedagogical model linking initial-value reliability with trustworthiness in the forced climate response
<p>Using a simple pedagogical model, it is shown how information about the statistical reliability of initial-value ensemble forecasts can be relevant in assessing the trustworthiness of the climate system’s response to forcing.</p><p> Although the development of seamless predicti...
| Main Authors: | , |
|---|---|
| Format: | Journal article |
| Published: |
American Meteorological Society
2017
|
| _version_ | 1797053331685769216 |
|---|---|
| author | Palmer, T Weisheimer, A |
| author_facet | Palmer, T Weisheimer, A |
| author_sort | Palmer, T |
| collection | OXFORD |
| description | <p>Using a simple pedagogical model, it is shown how information about the statistical reliability of initial-value ensemble forecasts can be relevant in assessing the trustworthiness of the climate system’s response to forcing.</p><p> Although the development of seamless prediction systems is becoming increasingly common, there is still confusion regarding the relevance of information from initial-value forecasts for assessing the trustworthiness of the climate system’s response to forcing. A simple system which mimics the real climate system through its regime structure is used to illustrate this potential relevance. The more complex version of this model defines “REALITY” and a simplified version of the system represents the “MODEL”. The MODEL’s response to forcing is profoundly incorrect. However, the untrustworthiness of the MODEL’s response to forcing can be deduced from the MODEL’s initial-value unreliability. The nonlinearity of the system is crucial in accounting for this result.</p> |
| first_indexed | 2024-03-06T18:42:20Z |
| format | Journal article |
| id | oxford-uuid:0d516c0d-7871-4bcf-9466-b0ced7677397 |
| institution | University of Oxford |
| last_indexed | 2024-03-06T18:42:20Z |
| publishDate | 2017 |
| publisher | American Meteorological Society |
| record_format | dspace |
| spelling | oxford-uuid:0d516c0d-7871-4bcf-9466-b0ced76773972022-03-26T09:39:50ZA simple pedagogical model linking initial-value reliability with trustworthiness in the forced climate responseJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:0d516c0d-7871-4bcf-9466-b0ced7677397Symplectic Elements at OxfordAmerican Meteorological Society2017Palmer, TWeisheimer, A<p>Using a simple pedagogical model, it is shown how information about the statistical reliability of initial-value ensemble forecasts can be relevant in assessing the trustworthiness of the climate system’s response to forcing.</p><p> Although the development of seamless prediction systems is becoming increasingly common, there is still confusion regarding the relevance of information from initial-value forecasts for assessing the trustworthiness of the climate system’s response to forcing. A simple system which mimics the real climate system through its regime structure is used to illustrate this potential relevance. The more complex version of this model defines “REALITY” and a simplified version of the system represents the “MODEL”. The MODEL’s response to forcing is profoundly incorrect. However, the untrustworthiness of the MODEL’s response to forcing can be deduced from the MODEL’s initial-value unreliability. The nonlinearity of the system is crucial in accounting for this result.</p> |
| spellingShingle | Palmer, T Weisheimer, A A simple pedagogical model linking initial-value reliability with trustworthiness in the forced climate response |
| title | A simple pedagogical model linking initial-value reliability with trustworthiness in the forced climate response |
| title_full | A simple pedagogical model linking initial-value reliability with trustworthiness in the forced climate response |
| title_fullStr | A simple pedagogical model linking initial-value reliability with trustworthiness in the forced climate response |
| title_full_unstemmed | A simple pedagogical model linking initial-value reliability with trustworthiness in the forced climate response |
| title_short | A simple pedagogical model linking initial-value reliability with trustworthiness in the forced climate response |
| title_sort | simple pedagogical model linking initial value reliability with trustworthiness in the forced climate response |
| work_keys_str_mv | AT palmert asimplepedagogicalmodellinkinginitialvaluereliabilitywithtrustworthinessintheforcedclimateresponse AT weisheimera asimplepedagogicalmodellinkinginitialvaluereliabilitywithtrustworthinessintheforcedclimateresponse AT palmert simplepedagogicalmodellinkinginitialvaluereliabilitywithtrustworthinessintheforcedclimateresponse AT weisheimera simplepedagogicalmodellinkinginitialvaluereliabilitywithtrustworthinessintheforcedclimateresponse |