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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: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10363164/ https://www.ncbi.nlm.nih.gov/pubmed/37481639 http://dx.doi.org/10.1038/s41597-023-02383-w |
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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_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 | PubMed |
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 km(2)), 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 | Online Article Text |
id | pubmed-10363164 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-103631642023-07-24 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 Sci Data Data Descriptor 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 km(2)), 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. Nature Publishing Group UK 2023-07-22 /pmc/articles/PMC10363164/ /pubmed/37481639 http://dx.doi.org/10.1038/s41597-023-02383-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Data Descriptor 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 | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10363164/ https://www.ncbi.nlm.nih.gov/pubmed/37481639 http://dx.doi.org/10.1038/s41597-023-02383-w |
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