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Biogeochemistry-Informed Neural Network (BINN v1.0) for improving accuracy of model prediction and scientific understanding of soil organic carbon storage
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| Published in: | Geoscientific Model Development |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1871837980724822016 |
|---|---|
| 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:106959 |
| institution | FRELIP |
| journal_source_facet | Geoscientific Model Development |
| last_indexed | 2026-07-27T03:43:26.381Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Biogeochemistry-Informed Neural Network (BINN v1.0) for improving accuracy of model prediction and scientific understanding of soil organic carbon storage 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 | Biogeochemistry-Informed Neural Network (BINN v1.0) for improving accuracy of model prediction and scientific understanding of soil organic carbon storage |
| title_alt | Red neuronal informada por biogeoquímica (BINN v1.0) para mejorar la precisión de la predicción del modelo y la comprensión científica del almacenamiento de carbono orgánico del suelo Réseau neuronal informé par la biogéochimie (BINN v1.0) pour améliorer la précision des prédictions du modèle et la compréhension scientifique du stockage du carbone organique du sol Rede Neural Informada por Biogeoquímica (BINN v1.0) para Melhorar a Precisão da Previsão do Modelo e a Compreensão Científica do Armazenamento de Carbono Orgânico do Solo |
| title_auth | Biogeochemistry-Informed Neural Network (BINN v1.0) for improving accuracy of model prediction and scientific understanding of soil organic carbon storage |
| title_es_txt | Red neuronal informada por biogeoquímica (BINN v1.0) para mejorar la precisión de la predicción del modelo y la comprensión científica del almacenamiento de carbono orgánico del suelo |
| title_fr_txt | Réseau neuronal informé par la biogéochimie (BINN v1.0) pour améliorer la précision des prédictions du modèle et la compréhension scientifique du stockage du carbone organique du sol |
| title_full | Biogeochemistry-Informed Neural Network (BINN v1.0) for improving accuracy of model prediction and scientific understanding of soil organic carbon storage |
| title_fullStr | Biogeochemistry-Informed Neural Network (BINN v1.0) for improving accuracy of model prediction and scientific understanding of soil organic carbon storage |
| title_full_unstemmed | Biogeochemistry-Informed Neural Network (BINN v1.0) for improving accuracy of model prediction and scientific understanding of soil organic carbon storage |
| title_pt_txt | Rede Neural Informada por Biogeoquímica (BINN v1.0) para Melhorar a Precisão da Previsão do Modelo e a Compreensão Científica do Armazenamento de Carbono Orgânico do Solo |
| title_short | Biogeochemistry-Informed Neural Network (BINN v1.0) for improving accuracy of model prediction and scientific understanding of soil organic carbon storage |
| title_sort | biogeochemistry-informed neural network (binn v1.0) for improving accuracy of model prediction and scientific understanding of soil organic carbon storage |
| topic | Earth Sciences General Earth Sciences |
| url | https://doi.org/10.5194/gmd-19-6777-2026 |