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Pattern and Trend of Night Land Surface Temperature in Africa
This study aims to identify patterns and trends of the night land surface temperature over eight day period from 2000 to 2014 in Africa using statistical analysis. Data were obtained from the United States National Aeronautics and Space Administration satellite, comprising 99 locations of 5° by 5° l...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6892847/ https://www.ncbi.nlm.nih.gov/pubmed/31797885 http://dx.doi.org/10.1038/s41598-019-54703-z |
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author | Me-ead, Cherdchai McNeil, Rhysa |
author_facet | Me-ead, Cherdchai McNeil, Rhysa |
author_sort | Me-ead, Cherdchai |
collection | PubMed |
description | This study aims to identify patterns and trends of the night land surface temperature over eight day period from 2000 to 2014 in Africa using statistical analysis. Data were obtained from the United States National Aeronautics and Space Administration satellite, comprising 99 locations of 5° by 5° latitude and longitude grid-boxes between latitudes 35° north and south of the equator and longitudes 20° west to 50° east. First, the variation in the night surface temperatures was removed. Then, the trend of seasonally adjusted night temperatures was estimated using linear regression. The correlations between adjoining regions were considered by using factor analysis to classify the temperatures into four regions. Cubic spline models were fitted to the data within these regions to investigate patterns of the temperatures. The result showed that temperatures in most regions of Africa increased. The temperatures decreased was observed in southern Africa and parts of central and eastern Africa. |
format | Online Article Text |
id | pubmed-6892847 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68928472019-12-10 Pattern and Trend of Night Land Surface Temperature in Africa Me-ead, Cherdchai McNeil, Rhysa Sci Rep Article This study aims to identify patterns and trends of the night land surface temperature over eight day period from 2000 to 2014 in Africa using statistical analysis. Data were obtained from the United States National Aeronautics and Space Administration satellite, comprising 99 locations of 5° by 5° latitude and longitude grid-boxes between latitudes 35° north and south of the equator and longitudes 20° west to 50° east. First, the variation in the night surface temperatures was removed. Then, the trend of seasonally adjusted night temperatures was estimated using linear regression. The correlations between adjoining regions were considered by using factor analysis to classify the temperatures into four regions. Cubic spline models were fitted to the data within these regions to investigate patterns of the temperatures. The result showed that temperatures in most regions of Africa increased. The temperatures decreased was observed in southern Africa and parts of central and eastern Africa. Nature Publishing Group UK 2019-12-04 /pmc/articles/PMC6892847/ /pubmed/31797885 http://dx.doi.org/10.1038/s41598-019-54703-z Text en © The Author(s) 2019 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/. |
spellingShingle | Article Me-ead, Cherdchai McNeil, Rhysa Pattern and Trend of Night Land Surface Temperature in Africa |
title | Pattern and Trend of Night Land Surface Temperature in Africa |
title_full | Pattern and Trend of Night Land Surface Temperature in Africa |
title_fullStr | Pattern and Trend of Night Land Surface Temperature in Africa |
title_full_unstemmed | Pattern and Trend of Night Land Surface Temperature in Africa |
title_short | Pattern and Trend of Night Land Surface Temperature in Africa |
title_sort | pattern and trend of night land surface temperature in africa |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6892847/ https://www.ncbi.nlm.nih.gov/pubmed/31797885 http://dx.doi.org/10.1038/s41598-019-54703-z |
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