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An integrated deep learning framework enables rapid spatiotemporal morphodynamic predictions toward long-term simulations
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| Published in: | Earth Surface Dynamics (ESurf) |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868553565089300480 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Earth Surface Dynamics (ESurf) |
| description | |
| discipline_display | Earth Sciences |
| discipline_facet | Earth Sciences |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:76213 |
| institution | FRELIP |
| journal_source_facet | Earth Surface Dynamics (ESurf) |
| last_indexed | 2026-06-20T21:38:57.850Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | An integrated deep learning framework enables rapid spatiotemporal morphodynamic predictions toward long-term simulations 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 | An integrated deep learning framework enables rapid spatiotemporal morphodynamic predictions toward long-term simulations |
| title_alt | Un marco integrado de aprendizaje profundo permite predicciones morfodinámicas espacio-temporales rápidas hacia simulaciones a largo plazo Un cadre d'apprentissage profond intégré permet des prédictions morphodynamiques spatiotemporelles rapides vers des simulations à long terme Uma estrutura integrada de aprendizado profundo permite previsões morfodinâmicas espaço-temporais rápidas para simulações de longo prazo |
| title_auth | An integrated deep learning framework enables rapid spatiotemporal morphodynamic predictions toward long-term simulations |
| title_es_txt | Un marco integrado de aprendizaje profundo permite predicciones morfodinámicas espacio-temporales rápidas hacia simulaciones a largo plazo |
| title_fr_txt | Un cadre d'apprentissage profond intégré permet des prédictions morphodynamiques spatiotemporelles rapides vers des simulations à long terme |
| title_full | An integrated deep learning framework enables rapid spatiotemporal morphodynamic predictions toward long-term simulations |
| title_fullStr | An integrated deep learning framework enables rapid spatiotemporal morphodynamic predictions toward long-term simulations |
| title_full_unstemmed | An integrated deep learning framework enables rapid spatiotemporal morphodynamic predictions toward long-term simulations |
| title_pt_txt | Uma estrutura integrada de aprendizado profundo permite previsões morfodinâmicas espaço-temporais rápidas para simulações de longo prazo |
| title_short | An integrated deep learning framework enables rapid spatiotemporal morphodynamic predictions toward long-term simulations |
| title_sort | an integrated deep learning framework enables rapid spatiotemporal morphodynamic predictions toward long-term simulations |
| topic | Earth Sciences General Earth Sciences |
| url | https://doi.org/10.5194/esurf-14-313-2026 |