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Spatiotemporal estimation of nutrient data from the northwest pacific and east asian seas
Nutrient data obtained from field observations have the potential to enhance our understanding of oceanic biogeochemical cycling and productivity changes. In particular, long-term nutrient data can provide valuable information on the links between climate change and biogeochemical changes. However,...
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/PMC10576828/ https://www.ncbi.nlm.nih.gov/pubmed/37838736 http://dx.doi.org/10.1038/s41597-023-02602-4 |
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author | Lee, Gi Seop Lee, Jung Ho Cho, Hong Yeon |
author_facet | Lee, Gi Seop Lee, Jung Ho Cho, Hong Yeon |
author_sort | Lee, Gi Seop |
collection | PubMed |
description | Nutrient data obtained from field observations have the potential to enhance our understanding of oceanic biogeochemical cycling and productivity changes. In particular, long-term nutrient data can provide valuable information on the links between climate change and biogeochemical changes. However, unlike other observational variables such as sea surface temperature, nutrient data are limited in terms of their broad-scale observations and automated sensor-based measurements. In this study, we analyzed nitrate and phosphate data obtained from coastal regions in Northeast Asia and the northwest Pacific from 1980 to 2019 using the spatiotemporal kriging technique and provide results in a spatiotemporal grid format. The data are available at monthly intervals and may be attractive to researchers in the fields of oceanography, marine ecology, and marine biogeochemistry at the climate change scale. Furthermore, sharing the source code of the data production process can contribute to better long-term data reproduction in the future. |
format | Online Article Text |
id | pubmed-10576828 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105768282023-10-16 Spatiotemporal estimation of nutrient data from the northwest pacific and east asian seas Lee, Gi Seop Lee, Jung Ho Cho, Hong Yeon Sci Data Data Descriptor Nutrient data obtained from field observations have the potential to enhance our understanding of oceanic biogeochemical cycling and productivity changes. In particular, long-term nutrient data can provide valuable information on the links between climate change and biogeochemical changes. However, unlike other observational variables such as sea surface temperature, nutrient data are limited in terms of their broad-scale observations and automated sensor-based measurements. In this study, we analyzed nitrate and phosphate data obtained from coastal regions in Northeast Asia and the northwest Pacific from 1980 to 2019 using the spatiotemporal kriging technique and provide results in a spatiotemporal grid format. The data are available at monthly intervals and may be attractive to researchers in the fields of oceanography, marine ecology, and marine biogeochemistry at the climate change scale. Furthermore, sharing the source code of the data production process can contribute to better long-term data reproduction in the future. Nature Publishing Group UK 2023-10-14 /pmc/articles/PMC10576828/ /pubmed/37838736 http://dx.doi.org/10.1038/s41597-023-02602-4 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Data Descriptor Lee, Gi Seop Lee, Jung Ho Cho, Hong Yeon Spatiotemporal estimation of nutrient data from the northwest pacific and east asian seas |
title | Spatiotemporal estimation of nutrient data from the northwest pacific and east asian seas |
title_full | Spatiotemporal estimation of nutrient data from the northwest pacific and east asian seas |
title_fullStr | Spatiotemporal estimation of nutrient data from the northwest pacific and east asian seas |
title_full_unstemmed | Spatiotemporal estimation of nutrient data from the northwest pacific and east asian seas |
title_short | Spatiotemporal estimation of nutrient data from the northwest pacific and east asian seas |
title_sort | spatiotemporal estimation of nutrient data from the northwest pacific and east asian seas |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10576828/ https://www.ncbi.nlm.nih.gov/pubmed/37838736 http://dx.doi.org/10.1038/s41597-023-02602-4 |
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