Geographical, Climatological, and Biological Characteristics of Tree Radial Growth Response to Autumn Climate Change
Terrestrial forest ecosystems are crucial to the global carbon cycle and climate system; however, these ecosystems have experienced significant warming rates in recent decades, whose impact remains uncertain. This study investigated radial tree growth using the tree-ring width index (RWI) for forest...
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Frontiers Media S.A.
2021-08-01
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doaj-b281d779803b4a4bab34093f3cd198e02021-08-27T20:31:05ZengFrontiers Media S.A.Frontiers in Forests and Global Change2624-893X2021-08-01410.3389/ffgc.2021.687749687749Geographical, Climatological, and Biological Characteristics of Tree Radial Growth Response to Autumn Climate ChangeShunsuke Tei0Ayumi Kotani1Atsuko Sugimoto2Atsuko Sugimoto3Atsuko Sugimoto4Nagai Shin5Department of Forest Management, Forestry and Forest Products Research Institute, Tsukuba, JapanGraduate School of Bioagricultural Sciences, Nagoya University, Nagoya, JapanArctic Research Center, Hokkaido University, Sapporo, JapanFaculty of Environmental Earth Science, Hokkaido University, Sapporo, JapanGlobal Station for Arctic Research, Global Institution for Collaborative Research and Education, Hokkaido University, Sapporo, JapanResearch Institute for Global Change, Japan Agency for Marine-Earth Science and Technology (JAMSTEC), Yokohama, JapanTerrestrial forest ecosystems are crucial to the global carbon cycle and climate system; however, these ecosystems have experienced significant warming rates in recent decades, whose impact remains uncertain. This study investigated radial tree growth using the tree-ring width index (RWI) for forest ecosystems throughout the Northern Hemisphere to determine tree growth responses to autumn climate change, a season which remains considerably understudied compared to spring and summer, using response function and random forest machine learning methods. Results showed that autumn climate conditions significantly impact the RWI throughout the Northern Hemisphere. Spatial variations in the RWI response were influenced by geography (latitude, longitude, and elevation), climatology, and biology (tree genera); however, geographical and/or climatological characteristics explained more of the response compared to biological characteristics. Higher autumn temperatures tended to negatively impact tree radial growth south of 40° N in regions of western Asia, southern Europe, United State of America and Mexico, which was similar to the summer temperature response found in previous studies, which was attributed to temperature-induced water stress.https://www.frontiersin.org/articles/10.3389/ffgc.2021.687749/fulltree-ring width indexforest ecosystemNorthern Hemisphererandom forest algorithmclimate changetemperature-induced water stress |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Shunsuke Tei Ayumi Kotani Atsuko Sugimoto Atsuko Sugimoto Atsuko Sugimoto Nagai Shin |
spellingShingle |
Shunsuke Tei Ayumi Kotani Atsuko Sugimoto Atsuko Sugimoto Atsuko Sugimoto Nagai Shin Geographical, Climatological, and Biological Characteristics of Tree Radial Growth Response to Autumn Climate Change Frontiers in Forests and Global Change tree-ring width index forest ecosystem Northern Hemisphere random forest algorithm climate change temperature-induced water stress |
author_facet |
Shunsuke Tei Ayumi Kotani Atsuko Sugimoto Atsuko Sugimoto Atsuko Sugimoto Nagai Shin |
author_sort |
Shunsuke Tei |
title |
Geographical, Climatological, and Biological Characteristics of Tree Radial Growth Response to Autumn Climate Change |
title_short |
Geographical, Climatological, and Biological Characteristics of Tree Radial Growth Response to Autumn Climate Change |
title_full |
Geographical, Climatological, and Biological Characteristics of Tree Radial Growth Response to Autumn Climate Change |
title_fullStr |
Geographical, Climatological, and Biological Characteristics of Tree Radial Growth Response to Autumn Climate Change |
title_full_unstemmed |
Geographical, Climatological, and Biological Characteristics of Tree Radial Growth Response to Autumn Climate Change |
title_sort |
geographical, climatological, and biological characteristics of tree radial growth response to autumn climate change |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Forests and Global Change |
issn |
2624-893X |
publishDate |
2021-08-01 |
description |
Terrestrial forest ecosystems are crucial to the global carbon cycle and climate system; however, these ecosystems have experienced significant warming rates in recent decades, whose impact remains uncertain. This study investigated radial tree growth using the tree-ring width index (RWI) for forest ecosystems throughout the Northern Hemisphere to determine tree growth responses to autumn climate change, a season which remains considerably understudied compared to spring and summer, using response function and random forest machine learning methods. Results showed that autumn climate conditions significantly impact the RWI throughout the Northern Hemisphere. Spatial variations in the RWI response were influenced by geography (latitude, longitude, and elevation), climatology, and biology (tree genera); however, geographical and/or climatological characteristics explained more of the response compared to biological characteristics. Higher autumn temperatures tended to negatively impact tree radial growth south of 40° N in regions of western Asia, southern Europe, United State of America and Mexico, which was similar to the summer temperature response found in previous studies, which was attributed to temperature-induced water stress. |
topic |
tree-ring width index forest ecosystem Northern Hemisphere random forest algorithm climate change temperature-induced water stress |
url |
https://www.frontiersin.org/articles/10.3389/ffgc.2021.687749/full |
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