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OIRF-LEnKF v1.0: a novel data assimilation system by integrating incremental machine learning with a localized EnKF for enhanced PM2.5 chemical component simulation and reanalysis
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| Published in: | Geoscientific Model Development |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1868553859530489856 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Geoscientific Model Development |
| description | |
| discipline_display | Earth Sciences |
| discipline_facet | Earth Sciences |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:89836 |
| institution | FRELIP |
| journal_source_facet | Geoscientific Model Development |
| last_indexed | 2026-06-20T21:43:32.555Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | OIRF-LEnKF v1.0: a novel data assimilation system by integrating incremental machine learning with a localized EnKF for enhanced PM2.5 chemical component simulation and reanalysis Earth Sciences General Earth Sciences |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Earth Sciences General Earth Sciences |
| subject_facet | Earth Sciences General Earth Sciences |
| title | OIRF-LEnKF v1.0: a novel data assimilation system by integrating incremental machine learning with a localized EnKF for enhanced PM2.5 chemical component simulation and reanalysis |
| title_alt | OIRF-LEnKF v1.0: un novedoso sistema de asimilación de datos que integra aprendizaje automático incremental con un EnKF localizado para mejorar la simulación y reanálisis de componentes químicos de PM2.5 OIRF-LEnKF v1.0 : un nouveau système d'assimilation de données intégrant l'apprentissage automatique incrémental avec un EnKF localisé pour une meilleure simulation et réanalyse des composants chimiques des PM2.5 OIRF-LEnKF v1.0: um novo sistema de assimilação de dados que integra aprendizado de máquina incremental com um EnKF localizado para simulação e reanálise aprimoradas de componentes químicos de PM2.5 |
| title_auth | OIRF-LEnKF v1.0: a novel data assimilation system by integrating incremental machine learning with a localized EnKF for enhanced PM2.5 chemical component simulation and reanalysis |
| title_es_txt | OIRF-LEnKF v1.0: un novedoso sistema de asimilación de datos que integra aprendizaje automático incremental con un EnKF localizado para mejorar la simulación y reanálisis de componentes químicos de PM2.5 |
| title_fr_txt | OIRF-LEnKF v1.0 : un nouveau système d'assimilation de données intégrant l'apprentissage automatique incrémental avec un EnKF localisé pour une meilleure simulation et réanalyse des composants chimiques des PM2.5 |
| title_full | OIRF-LEnKF v1.0: a novel data assimilation system by integrating incremental machine learning with a localized EnKF for enhanced PM2.5 chemical component simulation and reanalysis |
| title_fullStr | OIRF-LEnKF v1.0: a novel data assimilation system by integrating incremental machine learning with a localized EnKF for enhanced PM2.5 chemical component simulation and reanalysis |
| title_full_unstemmed | OIRF-LEnKF v1.0: a novel data assimilation system by integrating incremental machine learning with a localized EnKF for enhanced PM2.5 chemical component simulation and reanalysis |
| title_pt_txt | OIRF-LEnKF v1.0: um novo sistema de assimilação de dados que integra aprendizado de máquina incremental com um EnKF localizado para simulação e reanálise aprimoradas de componentes químicos de PM2.5 |
| title_short | OIRF-LEnKF v1.0: a novel data assimilation system by integrating incremental machine learning with a localized EnKF for enhanced PM2.5 chemical component simulation and reanalysis |
| title_sort | oirf-lenkf v1.0: a novel data assimilation system by integrating incremental machine learning with a localized enkf for enhanced pm2.5 chemical component simulation and reanalysis |
| topic | Earth Sciences General Earth Sciences |
| url | https://doi.org/10.5194/gmd-19-4835-2026 |