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Spatiotemporal characterization of relative humidity trends and influence of climatic factors in Bangladesh
The frequency and intensity of climate change and resulting impacts are more prevalent in South Asian countries, particularly in Bangladesh. Relative humidity (RH) is a crucial aspect of climate, and higher RH variability has far-reaching impacts on human health, agriculture, environment, and infras...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10559685/ https://www.ncbi.nlm.nih.gov/pubmed/37809886 http://dx.doi.org/10.1016/j.heliyon.2023.e19991 |
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author | Fattah, Md. Abdul Gupta, Sudipta Das Farouque, Md. Zunaid Ghosh, Bhaskar Morshed, Syed Riad Chakraborty, Tanmoy Kafy, Abdulla - Al Rahman, Muhammad Tauhidur |
author_facet | Fattah, Md. Abdul Gupta, Sudipta Das Farouque, Md. Zunaid Ghosh, Bhaskar Morshed, Syed Riad Chakraborty, Tanmoy Kafy, Abdulla - Al Rahman, Muhammad Tauhidur |
author_sort | Fattah, Md. Abdul |
collection | PubMed |
description | The frequency and intensity of climate change and resulting impacts are more prevalent in South Asian countries, particularly in Bangladesh. Relative humidity (RH) is a crucial aspect of climate, and higher RH variability has far-reaching impacts on human health, agriculture, environment, and infrastructure. While temperature and rainfall have gained much research attention, RH studies have received scant attention in the research literature. This study investigated the trends and variability of RH levels in Bangladesh and the influence of other meteorological factors over the past 40 years. Variabilities in the meteorological factors were identified by calculating descriptive statistics. Innovative trend analysis (ITA) and Mann-Kendall test (MK-test) methods were utilized to assess monthly, seasonal, and annual trends. The magnitude of temperature, rainfall, and windspeed influences on RH variability were identified using Pearson's correlation, Spearman rank correlation, and Kendall correlation model. Variability analysis showed higher spatial variations in RH levels across the country, and RH skewed negatively in all stations. Results reveal that daily, monthly, seasonal, and annual trends of RH exhibited positive trends in all stations, with an increasing rate of 0.083–0.53% per year in summer, 0.43–0.68% per year in winter, and 0.58–0.31% per year in the rainy season. Both ITA and MK-test provided consistent results, indicating no discrepancies in trend results. All three models indicate that temperature, rainfall, and windspeed have weak to moderate positive influences on changing RH levels in Bangladesh. The study will contribute to decision-making to improve crop yields, health outcomes, and infrastructure efficiency. |
format | Online Article Text |
id | pubmed-10559685 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-105596852023-10-08 Spatiotemporal characterization of relative humidity trends and influence of climatic factors in Bangladesh Fattah, Md. Abdul Gupta, Sudipta Das Farouque, Md. Zunaid Ghosh, Bhaskar Morshed, Syed Riad Chakraborty, Tanmoy Kafy, Abdulla - Al Rahman, Muhammad Tauhidur Heliyon Research Article The frequency and intensity of climate change and resulting impacts are more prevalent in South Asian countries, particularly in Bangladesh. Relative humidity (RH) is a crucial aspect of climate, and higher RH variability has far-reaching impacts on human health, agriculture, environment, and infrastructure. While temperature and rainfall have gained much research attention, RH studies have received scant attention in the research literature. This study investigated the trends and variability of RH levels in Bangladesh and the influence of other meteorological factors over the past 40 years. Variabilities in the meteorological factors were identified by calculating descriptive statistics. Innovative trend analysis (ITA) and Mann-Kendall test (MK-test) methods were utilized to assess monthly, seasonal, and annual trends. The magnitude of temperature, rainfall, and windspeed influences on RH variability were identified using Pearson's correlation, Spearman rank correlation, and Kendall correlation model. Variability analysis showed higher spatial variations in RH levels across the country, and RH skewed negatively in all stations. Results reveal that daily, monthly, seasonal, and annual trends of RH exhibited positive trends in all stations, with an increasing rate of 0.083–0.53% per year in summer, 0.43–0.68% per year in winter, and 0.58–0.31% per year in the rainy season. Both ITA and MK-test provided consistent results, indicating no discrepancies in trend results. All three models indicate that temperature, rainfall, and windspeed have weak to moderate positive influences on changing RH levels in Bangladesh. The study will contribute to decision-making to improve crop yields, health outcomes, and infrastructure efficiency. Elsevier 2023-09-10 /pmc/articles/PMC10559685/ /pubmed/37809886 http://dx.doi.org/10.1016/j.heliyon.2023.e19991 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Fattah, Md. Abdul Gupta, Sudipta Das Farouque, Md. Zunaid Ghosh, Bhaskar Morshed, Syed Riad Chakraborty, Tanmoy Kafy, Abdulla - Al Rahman, Muhammad Tauhidur Spatiotemporal characterization of relative humidity trends and influence of climatic factors in Bangladesh |
title | Spatiotemporal characterization of relative humidity trends and influence of climatic factors in Bangladesh |
title_full | Spatiotemporal characterization of relative humidity trends and influence of climatic factors in Bangladesh |
title_fullStr | Spatiotemporal characterization of relative humidity trends and influence of climatic factors in Bangladesh |
title_full_unstemmed | Spatiotemporal characterization of relative humidity trends and influence of climatic factors in Bangladesh |
title_short | Spatiotemporal characterization of relative humidity trends and influence of climatic factors in Bangladesh |
title_sort | spatiotemporal characterization of relative humidity trends and influence of climatic factors in bangladesh |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10559685/ https://www.ncbi.nlm.nih.gov/pubmed/37809886 http://dx.doi.org/10.1016/j.heliyon.2023.e19991 |
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