Spatial database of planted forests in East Asia
Planted forests are critical to climate change mitigation and constitute a major supplier of timber/non-timber products and other ecosystem services. Globally, approximately 36% of planted forest area is located in East Asia. However, reliable records of the geographic distribution and tree species...
| Autores principales: | , , , , , , , , , , , , , , , , |
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| Formato: | Journal Article |
| Lenguaje: | Inglés |
| Publicado: |
Nature Portfolio
2023
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| Materias: | |
| Acceso en línea: | https://hdl.handle.net/10568/135266 |
| _version_ | 1855532080908206080 |
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| author | Abbasi, Akane O. Tang, Xiaolu Harris, Nancy L. Goldman, Elizabeth D. Gamarra, Javier G. P. Herold, Martin Kim, Hyun Seok Luo, Weixue Silva, Carlos Alberto Tchebakova, Nadezhda M. Mitra, Ankita Finegold, Yelena Jahanshahi, Mohammad Reza Alvarez, Cesar Ivan Kim, Tae Kyung Ryu, Daun Liang, Jingjing |
| author_browse | Abbasi, Akane O. Alvarez, Cesar Ivan Finegold, Yelena Gamarra, Javier G. P. Goldman, Elizabeth D. Harris, Nancy L. Herold, Martin Jahanshahi, Mohammad Reza Kim, Hyun Seok Kim, Tae Kyung Liang, Jingjing Luo, Weixue Mitra, Ankita Ryu, Daun Silva, Carlos Alberto Tang, Xiaolu Tchebakova, Nadezhda M. |
| author_facet | Abbasi, Akane O. Tang, Xiaolu Harris, Nancy L. Goldman, Elizabeth D. Gamarra, Javier G. P. Herold, Martin Kim, Hyun Seok Luo, Weixue Silva, Carlos Alberto Tchebakova, Nadezhda M. Mitra, Ankita Finegold, Yelena Jahanshahi, Mohammad Reza Alvarez, Cesar Ivan Kim, Tae Kyung Ryu, Daun Liang, Jingjing |
| author_sort | Abbasi, Akane O. |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | Planted forests are critical to climate change mitigation and constitute a major supplier of timber/non-timber products and other ecosystem services. Globally, approximately 36% of planted forest area is located in East Asia. However, reliable records of the geographic distribution and tree species composition of these planted forests remain very limited. Here, based on extensive in situ and remote sensing data, as well as an ensemble modeling approach, we present the first spatial database of planted forests for East Asia, which consists of maps of the geographic distribution of planted forests and associated dominant tree genera. Of the predicted planted forest areas in East Asia (948,863 km2), China contributed 87%, most of which is located in the lowland tropical/subtropical regions, and Sichuan Basin. With 95% accuracy and an F1 score of 0.77, our spatially-continuous maps of planted forests enable accurate quantification of the role of planted forests in climate change mitigation. Our findings inform effective decision-making in forest conservation, management, and global restoration projects. |
| format | Journal Article |
| id | CGSpace135266 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | Nature Portfolio |
| publisherStr | Nature Portfolio |
| record_format | dspace |
| spelling | CGSpace1352662025-11-05T12:11:04Z Spatial database of planted forests in East Asia Abbasi, Akane O. Tang, Xiaolu Harris, Nancy L. Goldman, Elizabeth D. Gamarra, Javier G. P. Herold, Martin Kim, Hyun Seok Luo, Weixue Silva, Carlos Alberto Tchebakova, Nadezhda M. Mitra, Ankita Finegold, Yelena Jahanshahi, Mohammad Reza Alvarez, Cesar Ivan Kim, Tae Kyung Ryu, Daun Liang, Jingjing climate change adaptation databases forest management forest conservation geographical distribution-geographic distribution data papers Planted forests are critical to climate change mitigation and constitute a major supplier of timber/non-timber products and other ecosystem services. Globally, approximately 36% of planted forest area is located in East Asia. However, reliable records of the geographic distribution and tree species composition of these planted forests remain very limited. Here, based on extensive in situ and remote sensing data, as well as an ensemble modeling approach, we present the first spatial database of planted forests for East Asia, which consists of maps of the geographic distribution of planted forests and associated dominant tree genera. Of the predicted planted forest areas in East Asia (948,863 km2), China contributed 87%, most of which is located in the lowland tropical/subtropical regions, and Sichuan Basin. With 95% accuracy and an F1 score of 0.77, our spatially-continuous maps of planted forests enable accurate quantification of the role of planted forests in climate change mitigation. Our findings inform effective decision-making in forest conservation, management, and global restoration projects. 2023-07-22 2023-12-12T11:36:31Z 2023-12-12T11:36:31Z Journal Article https://hdl.handle.net/10568/135266 en Open Access application/pdf Nature Portfolio Abbasi, A.O.; Tang, X.; Harris, N.L.; Goldman, E.D.; Gamarra, J.G.P.; Herold, M.; Kim, H.S.; Luo, W.; Silva, C.A.; Tchebakova, N.M.; Mitra, A.; Finegold, Y.; Jahanshahi, M.R.; Alvarez, C.I.; Kim, T. K.; Ryu, D.; Liang, J. (2023) Spatial database of planted forests in East Asia. Scientific Data 10: 480. ISSN: 2052-4463 |
| spellingShingle | climate change adaptation databases forest management forest conservation geographical distribution-geographic distribution data papers Abbasi, Akane O. Tang, Xiaolu Harris, Nancy L. Goldman, Elizabeth D. Gamarra, Javier G. P. Herold, Martin Kim, Hyun Seok Luo, Weixue Silva, Carlos Alberto Tchebakova, Nadezhda M. Mitra, Ankita Finegold, Yelena Jahanshahi, Mohammad Reza Alvarez, Cesar Ivan Kim, Tae Kyung Ryu, Daun Liang, Jingjing Spatial database of planted forests in East Asia |
| title | Spatial database of planted forests in East Asia |
| title_full | Spatial database of planted forests in East Asia |
| title_fullStr | Spatial database of planted forests in East Asia |
| title_full_unstemmed | Spatial database of planted forests in East Asia |
| title_short | Spatial database of planted forests in East Asia |
| title_sort | spatial database of planted forests in east asia |
| topic | climate change adaptation databases forest management forest conservation geographical distribution-geographic distribution data papers |
| url | https://hdl.handle.net/10568/135266 |
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