Climate Change Study via the Centennial Trend of Climate Factors

Background : The purpose of this work is to discover underlying trends of climate factors, identify their peaks and inflection points between 1880 and 2017, and study their response to climate change. Five climate factors including Land Temperature, Sea Surface Temperature, Temperature Over Land Plu...

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Published in:Hydrology
Main Authors: Nezamoddin N. Kachouie, Osita E. Onyejekwe
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2020
Subjects:
Q
Online Access:https://doi.org/10.3390/hydrology7020025
https://doaj.org/article/f16a40b4f7464da4bdfce74f69195216
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spelling ftdoajarticles:oai:doaj.org/article:f16a40b4f7464da4bdfce74f69195216 2023-05-15T18:17:31+02:00 Climate Change Study via the Centennial Trend of Climate Factors Nezamoddin N. Kachouie Osita E. Onyejekwe 2020-05-01T00:00:00Z https://doi.org/10.3390/hydrology7020025 https://doaj.org/article/f16a40b4f7464da4bdfce74f69195216 EN eng MDPI AG https://www.mdpi.com/2306-5338/7/2/25 https://doaj.org/toc/2306-5338 doi:10.3390/hydrology7020025 2306-5338 https://doaj.org/article/f16a40b4f7464da4bdfce74f69195216 Hydrology, Vol 7, Iss 25, p 25 (2020) climate change climate factors inflection point peak detection kernel regression Science Q article 2020 ftdoajarticles https://doi.org/10.3390/hydrology7020025 2022-12-30T22:21:00Z Background : The purpose of this work is to discover underlying trends of climate factors, identify their peaks and inflection points between 1880 and 2017, and study their response to climate change. Five climate factors including Land Temperature, Sea Surface Temperature, Temperature Over Land Plus Ocean, Carbon Dioxide concentration, and Northern Hemisphere Sea Ice Extent are studied in this paper. Methods : First, the kernel regression is applied to smooth and recover underlying trends of the climate factors between 1880 and 2017. To characterize temporal changes in the global climate via climate factors, peaks and inflection points of each climate factor are located and identified. Results : Five climate factors are studied between 1880 and 2017. Despite locating multiple inflection points in the climate factors and indicating fluctuations in the weather patterns, it was observed that Land Temperature, Sea Surface Temperature, Temperature Over Land Plus Ocean, and Carbon Dioxide concentration have experienced consistent increasing trends since the mid <math display="inline"> <semantics> <msup> <mn>20</mn> <mrow> <mi>t</mi> <mi>h</mi> </mrow> </msup> </semantics> </math> century. It was also observed that in response to climate change, the Northern Hemisphere Sea Ice Extent has experienced a consistent decreasing trend since the 1960s. Conclusion : An increasing trend was observed for four climate factors (all but Sea Ice Extent) since the early 1900s. Sea Ice Extent shows a consistent decreasing trend dropping to a new minimum, year after year. Among all factors, the Sea Surface Temperature shows a decreasing trend between the late 1800s and the early 1900s. It reaches its minimum in 1911 and has experienced an increasing trend since then. Our observations agree with the global heat content map during this time interval between 1880 and 2017. The heat content in the Americas, Europe, Africa, Asia, and Australia shows an ... Article in Journal/Newspaper Sea ice Directory of Open Access Journals: DOAJ Articles Hydrology 7 2 25
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic climate change
climate factors
inflection point
peak detection
kernel regression
Science
Q
spellingShingle climate change
climate factors
inflection point
peak detection
kernel regression
Science
Q
Nezamoddin N. Kachouie
Osita E. Onyejekwe
Climate Change Study via the Centennial Trend of Climate Factors
topic_facet climate change
climate factors
inflection point
peak detection
kernel regression
Science
Q
description Background : The purpose of this work is to discover underlying trends of climate factors, identify their peaks and inflection points between 1880 and 2017, and study their response to climate change. Five climate factors including Land Temperature, Sea Surface Temperature, Temperature Over Land Plus Ocean, Carbon Dioxide concentration, and Northern Hemisphere Sea Ice Extent are studied in this paper. Methods : First, the kernel regression is applied to smooth and recover underlying trends of the climate factors between 1880 and 2017. To characterize temporal changes in the global climate via climate factors, peaks and inflection points of each climate factor are located and identified. Results : Five climate factors are studied between 1880 and 2017. Despite locating multiple inflection points in the climate factors and indicating fluctuations in the weather patterns, it was observed that Land Temperature, Sea Surface Temperature, Temperature Over Land Plus Ocean, and Carbon Dioxide concentration have experienced consistent increasing trends since the mid <math display="inline"> <semantics> <msup> <mn>20</mn> <mrow> <mi>t</mi> <mi>h</mi> </mrow> </msup> </semantics> </math> century. It was also observed that in response to climate change, the Northern Hemisphere Sea Ice Extent has experienced a consistent decreasing trend since the 1960s. Conclusion : An increasing trend was observed for four climate factors (all but Sea Ice Extent) since the early 1900s. Sea Ice Extent shows a consistent decreasing trend dropping to a new minimum, year after year. Among all factors, the Sea Surface Temperature shows a decreasing trend between the late 1800s and the early 1900s. It reaches its minimum in 1911 and has experienced an increasing trend since then. Our observations agree with the global heat content map during this time interval between 1880 and 2017. The heat content in the Americas, Europe, Africa, Asia, and Australia shows an ...
format Article in Journal/Newspaper
author Nezamoddin N. Kachouie
Osita E. Onyejekwe
author_facet Nezamoddin N. Kachouie
Osita E. Onyejekwe
author_sort Nezamoddin N. Kachouie
title Climate Change Study via the Centennial Trend of Climate Factors
title_short Climate Change Study via the Centennial Trend of Climate Factors
title_full Climate Change Study via the Centennial Trend of Climate Factors
title_fullStr Climate Change Study via the Centennial Trend of Climate Factors
title_full_unstemmed Climate Change Study via the Centennial Trend of Climate Factors
title_sort climate change study via the centennial trend of climate factors
publisher MDPI AG
publishDate 2020
url https://doi.org/10.3390/hydrology7020025
https://doaj.org/article/f16a40b4f7464da4bdfce74f69195216
genre Sea ice
genre_facet Sea ice
op_source Hydrology, Vol 7, Iss 25, p 25 (2020)
op_relation https://www.mdpi.com/2306-5338/7/2/25
https://doaj.org/toc/2306-5338
doi:10.3390/hydrology7020025
2306-5338
https://doaj.org/article/f16a40b4f7464da4bdfce74f69195216
op_doi https://doi.org/10.3390/hydrology7020025
container_title Hydrology
container_volume 7
container_issue 2
container_start_page 25
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