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A perceptible stacking ensemble model for air temperature prediction in a tropical climate zone

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Main Authors: Mollick, Tajrian, Hashmi, Galib, Sabuj, Saifur Rahman
Format: Book
Language:English
Published: Springer 2023
Subjects:
air temperature prediction
tropical climate zone
Online Access:https://link.springer.com/article/10.1007/s44274-023-00014-0
https://dlib.phenikaa-uni.edu.vn/handle/PNK/9404
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spelling oai:localhost:PNK-94042023-10-02T08:41:22Z A perceptible stacking ensemble model for air temperature prediction in a tropical climate zone Mollick, Tajrian Hashmi, Galib Sabuj, Saifur Rahman air temperature prediction tropical climate zone CC-BY Bangladesh is one of the world’s most susceptible countries to climate change. Global warming has significantly increased surface temperatures worldwide, including in Bangladesh. According to meteorological observations, the average temperature of the world has risen approximately 1.2 °C to 1.3 °C over the last century. Researchers and decision-makers have recently paid attention into the climate change studies. Climate models are used extensively throughout the nation in studies on global climate change to determine future estimates and uncertainties. This paper outlines a perceptible stacking ensemble learning model to estimate the temperature of a tropical region—Cox’s Bazar, Bangladesh. 2023-10-02T08:41:22Z 2023-10-02T08:41:22Z 2023 Book https://link.springer.com/article/10.1007/s44274-023-00014-0 https://dlib.phenikaa-uni.edu.vn/handle/PNK/9404 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic air temperature prediction
tropical climate zone
spellingShingle air temperature prediction
tropical climate zone
Mollick, Tajrian
Hashmi, Galib
Sabuj, Saifur Rahman
A perceptible stacking ensemble model for air temperature prediction in a tropical climate zone
description CC-BY
format Book
author Mollick, Tajrian
Hashmi, Galib
Sabuj, Saifur Rahman
author_facet Mollick, Tajrian
Hashmi, Galib
Sabuj, Saifur Rahman
author_sort Mollick, Tajrian
title A perceptible stacking ensemble model for air temperature prediction in a tropical climate zone
title_short A perceptible stacking ensemble model for air temperature prediction in a tropical climate zone
title_full A perceptible stacking ensemble model for air temperature prediction in a tropical climate zone
title_fullStr A perceptible stacking ensemble model for air temperature prediction in a tropical climate zone
title_full_unstemmed A perceptible stacking ensemble model for air temperature prediction in a tropical climate zone
title_sort perceptible stacking ensemble model for air temperature prediction in a tropical climate zone
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s44274-023-00014-0
https://dlib.phenikaa-uni.edu.vn/handle/PNK/9404
_version_ 1779307178692182016
score 8.891787

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