Nonlinear Weather–Growth Relationships Suggest Disproportional Growth Changes of Norway Spruce in the Eastern Baltic Region
Norway spruce (<i>Picea abies</i> (L.) H. Karst.) is predicted to decrease its abundance in the Eastern Baltic region as a result of climatic changes, and this process is already explicit at the southern limit of species lowland distribution. Still, there are uncertainties about the grow...
Main Authors: | , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-05-01
|
Series: | Forests |
Subjects: | |
Online Access: | https://www.mdpi.com/1999-4907/12/6/661 |
id |
doaj-03584fbb354b451e93308915c6ca0fff |
---|---|
record_format |
Article |
spelling |
doaj-03584fbb354b451e93308915c6ca0fff2021-06-01T00:49:58ZengMDPI AGForests1999-49072021-05-011266166110.3390/f12060661Nonlinear Weather–Growth Relationships Suggest Disproportional Growth Changes of Norway Spruce in the Eastern Baltic RegionRoberts Matisons0Didzis Elferts1Oskars Krišāns2Volker Schneck3Holger Gärtner4Tomasz Wojda5Jan Kowalczyk6Āris Jansons7Latvian State Forest Research Institute ‘Silava’, 111 Rigas Str., LV-2169 Salaspils, LatviaLatvian State Forest Research Institute ‘Silava’, 111 Rigas Str., LV-2169 Salaspils, LatviaLatvian State Forest Research Institute ‘Silava’, 111 Rigas Str., LV-2169 Salaspils, LatviaThünen Institute of Forest Genetics, Eberswalder Chaussee 3a, D-15377 Waldsieversdorf, GermanySwiss Federal Research Institute WSL, Zürcherstrasse 111, CH-8903 Birmensdorf, SwitzerlandDepartment of Silviculture and Genetics of Forest Trees, Forest Research Institute, Braci Leśnej 3, 05-090 Raszyn, PolandDepartment of Silviculture and Genetics of Forest Trees, Forest Research Institute, Braci Leśnej 3, 05-090 Raszyn, PolandLatvian State Forest Research Institute ‘Silava’, 111 Rigas Str., LV-2169 Salaspils, LatviaNorway spruce (<i>Picea abies</i> (L.) H. Karst.) is predicted to decrease its abundance in the Eastern Baltic region as a result of climatic changes, and this process is already explicit at the southern limit of species lowland distribution. Still, there are uncertainties about the growth potential of Norway spruce within the region due to the plasticity of local populations. In this regard, an assessment of regional weather–growth responses, assuming a nonlinearity of the ecological relationship, can aid in the clarification of uncertainties regarding growth. Nonlinear regional weather–growth relationships for Norway spruce were assessed based on tree-ring widths from 22 stands spreading from Southern Finland to Northern Germany using dendrochronological methods and a generalized additive mixed model. Temporal and spatial stationarity of local linear weather–growth relationships was evaluated. Considering the drought sensitivity of Norway spruce, meteorological variables related to the summer moisture regime were the main predictors of radial increment, though conditions in winter and spring had complementary effects. Generally, the linear weather–growth relationships were spatially and temporary nonstationary, with some exceptions in Poland and Northern Germany. Explicit local specifics in the linear weather–growth relationships, which are common in the marginal parts of species’ distribution, were observed in Estonia, Latvia, and Poland. The estimated regional weather–growth relationships were mostly nonlinear, implying disproportional responses to climatic changes, particularly to intensifying drought conditions across the studied climatic gradient. Still, the responses to winter temperature suggested that warming might contribute to growth. The estimated linear and nonlinear growth responses indicate strict limitation by drought conditions, implying reductions of increment due to climatic changes southward from Latvia, suggesting the necessity for proactive management. Nevertheless, in the northern part of the analyzed region, the projected climatic changes appear favorable for growth of Norway spruce in the near future.https://www.mdpi.com/1999-4907/12/6/661<i>Picea abies</i>spatiotemporal climatic gradienttree-ring widthphenotypic plasticityregional analysis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Roberts Matisons Didzis Elferts Oskars Krišāns Volker Schneck Holger Gärtner Tomasz Wojda Jan Kowalczyk Āris Jansons |
spellingShingle |
Roberts Matisons Didzis Elferts Oskars Krišāns Volker Schneck Holger Gärtner Tomasz Wojda Jan Kowalczyk Āris Jansons Nonlinear Weather–Growth Relationships Suggest Disproportional Growth Changes of Norway Spruce in the Eastern Baltic Region Forests <i>Picea abies</i> spatiotemporal climatic gradient tree-ring width phenotypic plasticity regional analysis |
author_facet |
Roberts Matisons Didzis Elferts Oskars Krišāns Volker Schneck Holger Gärtner Tomasz Wojda Jan Kowalczyk Āris Jansons |
author_sort |
Roberts Matisons |
title |
Nonlinear Weather–Growth Relationships Suggest Disproportional Growth Changes of Norway Spruce in the Eastern Baltic Region |
title_short |
Nonlinear Weather–Growth Relationships Suggest Disproportional Growth Changes of Norway Spruce in the Eastern Baltic Region |
title_full |
Nonlinear Weather–Growth Relationships Suggest Disproportional Growth Changes of Norway Spruce in the Eastern Baltic Region |
title_fullStr |
Nonlinear Weather–Growth Relationships Suggest Disproportional Growth Changes of Norway Spruce in the Eastern Baltic Region |
title_full_unstemmed |
Nonlinear Weather–Growth Relationships Suggest Disproportional Growth Changes of Norway Spruce in the Eastern Baltic Region |
title_sort |
nonlinear weather–growth relationships suggest disproportional growth changes of norway spruce in the eastern baltic region |
publisher |
MDPI AG |
series |
Forests |
issn |
1999-4907 |
publishDate |
2021-05-01 |
description |
Norway spruce (<i>Picea abies</i> (L.) H. Karst.) is predicted to decrease its abundance in the Eastern Baltic region as a result of climatic changes, and this process is already explicit at the southern limit of species lowland distribution. Still, there are uncertainties about the growth potential of Norway spruce within the region due to the plasticity of local populations. In this regard, an assessment of regional weather–growth responses, assuming a nonlinearity of the ecological relationship, can aid in the clarification of uncertainties regarding growth. Nonlinear regional weather–growth relationships for Norway spruce were assessed based on tree-ring widths from 22 stands spreading from Southern Finland to Northern Germany using dendrochronological methods and a generalized additive mixed model. Temporal and spatial stationarity of local linear weather–growth relationships was evaluated. Considering the drought sensitivity of Norway spruce, meteorological variables related to the summer moisture regime were the main predictors of radial increment, though conditions in winter and spring had complementary effects. Generally, the linear weather–growth relationships were spatially and temporary nonstationary, with some exceptions in Poland and Northern Germany. Explicit local specifics in the linear weather–growth relationships, which are common in the marginal parts of species’ distribution, were observed in Estonia, Latvia, and Poland. The estimated regional weather–growth relationships were mostly nonlinear, implying disproportional responses to climatic changes, particularly to intensifying drought conditions across the studied climatic gradient. Still, the responses to winter temperature suggested that warming might contribute to growth. The estimated linear and nonlinear growth responses indicate strict limitation by drought conditions, implying reductions of increment due to climatic changes southward from Latvia, suggesting the necessity for proactive management. Nevertheless, in the northern part of the analyzed region, the projected climatic changes appear favorable for growth of Norway spruce in the near future. |
topic |
<i>Picea abies</i> spatiotemporal climatic gradient tree-ring width phenotypic plasticity regional analysis |
url |
https://www.mdpi.com/1999-4907/12/6/661 |
work_keys_str_mv |
AT robertsmatisons nonlinearweathergrowthrelationshipssuggestdisproportionalgrowthchangesofnorwayspruceintheeasternbalticregion AT didziselferts nonlinearweathergrowthrelationshipssuggestdisproportionalgrowthchangesofnorwayspruceintheeasternbalticregion AT oskarskrisans nonlinearweathergrowthrelationshipssuggestdisproportionalgrowthchangesofnorwayspruceintheeasternbalticregion AT volkerschneck nonlinearweathergrowthrelationshipssuggestdisproportionalgrowthchangesofnorwayspruceintheeasternbalticregion AT holgergartner nonlinearweathergrowthrelationshipssuggestdisproportionalgrowthchangesofnorwayspruceintheeasternbalticregion AT tomaszwojda nonlinearweathergrowthrelationshipssuggestdisproportionalgrowthchangesofnorwayspruceintheeasternbalticregion AT jankowalczyk nonlinearweathergrowthrelationshipssuggestdisproportionalgrowthchangesofnorwayspruceintheeasternbalticregion AT arisjansons nonlinearweathergrowthrelationshipssuggestdisproportionalgrowthchangesofnorwayspruceintheeasternbalticregion |
_version_ |
1721413702847037440 |