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description Publicationkeyboard_double_arrow_right Article , Journal 2019 Russian FederationPublisher:Pleiades Publishing Ltd Funded by:RSF | Climate-induced dynamics ...RSF| Climate-induced dynamics of woody vegetation in mountains of Russian sub-Arctic and their influence on carbon stock changes on local and regional levelsMoiseev, P. A.; Galimova, A. A.; Bubnov, M. O.; Devi, N. M.; Fomin, V. V.;Within the ecotone of the upper limit of woody vegetation on the southeastern macroslope of the Khibiny Mountain ridge (Kola Peninsula), the spatial and age structure, as well as features of the phytomass accumulation of spruce–birch stands, were studied. Analysis revealed that there was a manifold increase in the density and productivity of forest stands in the last century, and the upper border of the woodlands and dense forests has moved considerably higher into the mountains. All of this happened against the background of an increase in early summer temperatures and a longer growing season in the area in the 20th century. Our data will help simulate the response of mountain ecosystems in the region to future climate change.
Electronic archive o... arrow_drop_down Russian Journal of EcologyArticle . 2019 . Peer-reviewedLicense: Springer TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.euAccess RoutesGreen bronze 4 citations 4 popularity Top 10% influence Average impulse Average Powered by BIP!
more_vert Electronic archive o... arrow_drop_down Russian Journal of EcologyArticle . 2019 . Peer-reviewedLicense: Springer TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2009 Russian FederationPublisher:Wiley Kammer, A.; Hagedorn, F.; Shevchenko, I. G.; Leifeld, J.; Guggenberger, G.; Goryacheva, T.; Rigling, A.; Moiseev, P.;AbstractHistorical photographs document that during the last century, forests have expanded upwards by 60–80 m into former tundra of the pristine Ural mountains. We assessed how the shift of the high‐altitude treeline ecotone might affect soil organic matter (SOM) dynamics. On the gentle slopes of Mali Iremel in the Southern Urals, we (1) determined the differences in SOM stocks and properties from the tundra at 1360 m above sea level (a.s.l.) to the subalpine forest at 1260 m a.s.l., and (2) measured carbon (C) and nitrogen (N) mineralization from tundra and forest soils at 7 and 20 °C in a 6‐month incubation experiment. C stocks of organic layers were 3.6±0.3 kg C m−2 in the tundra and 1.9±0.2 kg C m−2 in the forest. Mineral soils down to the bedrock stored significantly more C in the forest, and thus, total soil C stocks were slightly but insignificantly greater in the forest (+3 kg C m−2). Assuming a space for time approach based on tree ages suggests that the soil C sink due to the forest expansion during the last century was at most 30 g C m−2 yr−1. Diffuse reflective infrared spectroscopy and scanning calorimetry revealed that SOM under forest was less humified in both organic and mineral horizons and, therefore, contained more available substrate. Consistent with this result, C mineralization rates of organic layers and A horizons of the forest were two to four times greater than those of tundra soils. This difference was similar in magnitude to the effect of increasing the incubation temperature from 7 to 20 °C. Hence, indirect climate change effects through an upward expansion of forests can be much larger than direct warming effects (Δ0.3 K across the treeline). Net N mineralization was 2.5 to six times greater in forest than in tundra soils, suggesting that an advancing treeline likely increases N availability. This may provide a nutritional basis for the fivefold increase in plant biomass and a tripling in productivity from the tundra to the forest. In summary, our results suggest that an upward expansion of forest has small net effects on C storage in soils but leads to changes in SOM quality, accelerates C cycling and increases net N mineralization, which in turn might stimulate plant growth and thus C sequestration in tree biomass.
Electronic archive o... arrow_drop_down Global Change BiologyArticle . 2009 . Peer-reviewedLicense: Wiley Online Library User AgreementData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1111/j.1365-2486.2009.01856.x&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen bronze 85 citations 85 popularity Top 10% influence Top 10% impulse Top 10% Powered by BIP!
more_vert Electronic archive o... arrow_drop_down Global Change BiologyArticle . 2009 . Peer-reviewedLicense: Wiley Online Library User AgreementData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article 2021Embargo end date: 01 Jan 2022 Germany, United Kingdom, Qatar, Denmark, Germany, Spain, United Kingdom, United Kingdom, Switzerland, Italy, Italy, Italy, United Kingdom, Italy, Norway, Spain, Norway, Netherlands, Qatar, Spain, France, Italy, United States, Norway, United Kingdom, GermanyPublisher:Wiley Funded by:UKRI | UK Status, Change and Pro..., AKA | Atmosphere and Climate Co..., DFG | EarthShape: Earth Surface... +28 projectsUKRI| UK Status, Change and Projections of the Environment (UK-SCaPE) ,AKA| Atmosphere and Climate Competence Center (ACCC) ,DFG| EarthShape: Earth Surface Shaping by Biota ,EC| AfricanBioServices ,NSF| Integrating species traits into species pools: A multi-scale approach to understanding community assembly ,EC| ECLAIRE ,SNSF| ICOS-CH Phase 2 ,EC| SUPER-G ,NWO| Specialists at work: how decomposers break down plant litter ,EC| SustainSAHEL ,ARC| Discovery Early Career Researcher Award - Grant ID: DE180100570 ,UKRI| E3 - Edinburgh Earth and Environment - Doctoral Training Partnership ,EC| FORMICA ,RCN| Effects of herbivory and warming on tundra plant communities ,EC| PERMTHAW ,DFG| German Centre for Integrative Biodiversity Research - iDiv ,ARC| Discovery Early Career Researcher Award - Grant ID: DE140101611 ,RSF| The anatomical and physiological response of Scots pine xylem formation to variable water availability ,RCN| The role of Functional group interactions in mediating climate change impacts on the Carbon dynamics and Biodiversity of alpine ecosystems ,ANR| ODYSSEE ,ANR| IMPRINT ,RCN| The effect of snow depth and snow melt timing on arctic terrestrial ecosystems. ,ANR| ASICS ,EC| ICOS ,EC| NICH ,EC| LEAP-AGRI ,EC| AIAS ,EC| DESIRA ,UKRI| Forecasting the impacts of drought on human-modified tropical forests by integrating models with data ,NSERC ,EC| eLTER PLUSLembrechts, Jonas J; Van Den Hoogen, Johan; Aalto, Juha; Ashcroft, Michael B; De Frenne, Pieter; Kemppinen, Julia; Kopecký, Martin; Luoto, Miska; Maclean, Ilya MD; Crowther, Thomas W; Bailey, Joseph J; Haesen, Stef; Klinges, David H; Niittynen, Pekka; Scheffers, Brett R; Van Meerbeek, Koenraad; Aartsma, Peter; Abdalaze, Otar; Abedi, Mehdi; Aerts, Rien; Ahmadian, Negar; Ahrends, Antje; Alatalo, Juha M; Alexander, Jake M; Allonsius, Camille Nina; Altman, Jan; Ammann, Christof; Andres, Christian; Andrews, Christopher; Ardö, Jonas; Arriga, Nicola; Arzac, Alberto; Aschero, Valeria; Assis, Rafael L; Assmann, Jakob Johann; Bader, Maaike Y; Bahalkeh, Khadijeh; Barančok, Peter; Barrio, Isabel C; Barros, Agustina; Barthel, Matti; Basham, Edmund W; Bauters, Marijn; Bazzichetto, Manuele; Marchesini, Luca Belelli; Bell, Michael C; Benavides, Juan C; Benito Alonso, José Luis; Berauer, Bernd J; Bjerke, Jarle W; Björk, Robert G; Björkman, Mats P; Björnsdóttir, Katrin; Blonder, Benjamin; Boeckx, Pascal; Boike, Julia; Bokhorst, Stef; Brum, Bárbara NS; Brůna, Josef; Buchmann, Nina; Buysse, Pauline; Camargo, José Luís; Campoe, Otávio C; Candan, Onur; Canessa, Rafaella; Cannone, Nicoletta; Carbognani, Michele; Carnicer, Jofre; Casanova-Katny, Angélica; Cesarz, Simone; Chojnicki, Bogdan; Choler, Philippe; Chown, Steven L; Cifuentes, Edgar F; Čiliak, Marek; Contador, Tamara; Convey, Peter; Cooper, Elisabeth J; Cremonese, Edoardo; Curasi, Salvatore R; Curtis, Robin; Cutini, Maurizio; Dahlberg, C Johan; Daskalova, Gergana N; De Pablo, Miguel Angel; Della Chiesa, Stefano; Dengler, Jürgen; Deronde, Bart; Descombes, Patrice; Di Cecco, Valter; Di Musciano, Michele; Dick, Jan; Dimarco, Romina D; Dolezal, Jiri; Dorrepaal, Ellen; Dušek, Jiří; Eisenhauer, Nico; Eklundh, Lars; Erickson, Todd E; Erschbamer, Brigitta; Eugster, Werner; Ewers, Robert M; Exton, Dan A; Fanin, Nicolas; Fazlioglu, Fatih; Feigenwinter, Iris; Fenu, Giuseppe; Ferlian, Olga; Fernández Calzado, M Rosa; Fernández-Pascual, Eduardo; Finckh, Manfred; Higgens, Rebecca Finger; Forte, T'ai GW; Freeman, Erika C; Frei, Esther R; Fuentes-Lillo, Eduardo; García, Rafael A; García, María B; Géron, Charly; Gharun, Mana; Ghosn, Dany; Gigauri, Khatuna; Gobin, Anne; Goded, Ignacio; Goeckede, Mathias; Gottschall, Felix; Goulding, Keith; Govaert, Sanne; Graae, Bente Jessen; Greenwood, Sarah; Greiser, Caroline; Grelle, Achim; Guénard, Benoit; Guglielmin, Mauro; Guillemot, Joannès; Haase, Peter; Haider, Sylvia; Halbritter, Aud H; Hamid, Maroof; Hammerle, Albin; Hampe, Arndt; Haugum, Siri V; Hederová, Lucia; Heinesch, Bernard; Helfter, Carole; Hepenstrick, Daniel; Herberich, Maximiliane; Herbst, Mathias; Hermanutz, Luise; Hik, David S; Hoffrén, Raúl; Homeier, Jürgen; Hörtnagl, Lukas; Høye, Toke T; Hrbacek, Filip; Hylander, Kristoffer; Iwata, Hiroki; Jackowicz-Korczynski, Marcin Antoni; Jactel, Hervé; Järveoja, Järvi; Jastrzębowski, Szymon; Jentsch, Anke; Jiménez, Juan J; Jónsdóttir, Ingibjörg S; Jucker, Tommaso; Jump, Alistair S; Juszczak, Radoslaw; Kanka, Róbert; Kašpar, Vít; Kazakis, George; Kelly, Julia; Khuroo, Anzar A; Klemedtsson, Leif; Klisz, Marcin; Kljun, Natascha; Knohl, Alexander; Kobler, Johannes; Kollár, Jozef; Kotowska, Martyna M; Kovács, Bence; Kreyling, Juergen; Lamprecht, Andrea; Lang, Simone I; Larson, Christian; Larson, Keith; Laska, Kamil; Le Maire, Guerric; Leihy, Rachel I; Lens, Luc; Liljebladh, Bengt; Lohila, Annalea; Lorite, Juan; Loubet, Benjamin; Lynn, Joshua; Macek, Martin; Mackenzie, Roy; Magliulo, Enzo; Maier, Regine; Malfasi, Francesco; Máliš, František;doi: 10.1111/gcb.16060 , 10.32942/osf.io/pksqw , 10.3929/ethz-b-000523670 , 10.5445/ir/1000143688 , 10.21256/zhaw-24832 , 10.17863/cam.81331
pmc: PMC9303923
AbstractResearch in global change ecology relies heavily on global climatic grids derived from estimates of air temperature in open areas at around 2 m above the ground. These climatic grids do not reflect conditions below vegetation canopies and near the ground surface, where critical ecosystem functions occur and most terrestrial species reside. Here, we provide global maps of soil temperature and bioclimatic variables at a 1‐km2resolution for 0–5 and 5–15 cm soil depth. These maps were created by calculating the difference (i.e. offset) between in situ soil temperature measurements, based on time series from over 1200 1‐km2pixels (summarized from 8519 unique temperature sensors) across all the world's major terrestrial biomes, and coarse‐grained air temperature estimates from ERA5‐Land (an atmospheric reanalysis by the European Centre for Medium‐Range Weather Forecasts). We show that mean annual soil temperature differs markedly from the corresponding gridded air temperature, by up to 10°C (mean = 3.0 ± 2.1°C), with substantial variation across biomes and seasons. Over the year, soils in cold and/or dry biomes are substantially warmer (+3.6 ± 2.3°C) than gridded air temperature, whereas soils in warm and humid environments are on average slightly cooler (−0.7 ± 2.3°C). The observed substantial and biome‐specific offsets emphasize that the projected impacts of climate and climate change on near‐surface biodiversity and ecosystem functioning are inaccurately assessed when air rather than soil temperature is used, especially in cold environments. The global soil‐related bioclimatic variables provided here are an important step forward for any application in ecology and related disciplines. Nevertheless, we highlight the need to fill remaining geographic gaps by collecting more in situ measurements of microclimate conditions to further enhance the spatiotemporal resolution of global soil temperature products for ecological applications.
CORE arrow_drop_down Institut national des sciences de l'Univers: HAL-INSUArticle . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)CIRAD: HAL (Agricultural Research for Development)Article . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Fondazione Edmund Mach: IRIS-OpenPubArticle . 2022Full-Text: http://hdl.handle.net/10449/74200Data sources: Bielefeld Academic Search Engine (BASE)Université Grenoble Alpes: HALArticle . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Universitet i Oslo: Digitale utgivelser ved UiO (DUO)Article . 2022License: CC BY NCFull-Text: http://urn.nb.no/URN:NBN:no-94234Data sources: Bielefeld Academic Search Engine (BASE)University of Bergen: Bergen Open Research Archive (BORA-UiB)Article . 2021License: CC BY NCFull-Text: https://hdl.handle.net/11250/2983746Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2022License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)Archive Ouverte de l'Université Rennes (HAL)Article . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Université Savoie Mont Blanc: HALArticle . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Digital Repository of University of Zaragoza (ZAGUAN)Article . 2022License: CC BY NCFull-Text: http://zaguan.unizar.es/record/125734Data sources: Bielefeld Academic Search Engine (BASE)Natural Environment Research Council: NERC Open Research ArchiveArticle . 2022License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)University of Stirling: Stirling Digital Research RepositoryArticle . 2022License: CC BY NCFull-Text: http://hdl.handle.net/1893/33794Data sources: Bielefeld Academic Search Engine (BASE)https://doi.org/10.32942/osf.i...Article . 2021 . Peer-reviewedLicense: CC BY SAData sources: CrossrefRecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022 . Peer-reviewedData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTAidUS. Depósito de Investigación Universidad de SevillaArticle . 2022License: CC BY NCData sources: idUS. Depósito de Investigación Universidad de SevillaWageningen Staff PublicationsArticle . 2022License: CC BY NCData sources: Wageningen Staff PublicationsMunin - Open Research ArchiveArticle . 2021 . Peer-reviewedData sources: Munin - Open Research ArchiveMunin - Open Research ArchiveArticle . 2021 . Peer-reviewedLicense: CC BYData sources: Munin - Open Research ArchiveElectronic Publication Information CenterArticle . 2022Data sources: Electronic Publication Information CenterUniversity of Bristol: Bristol ResearchArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)University of Copenhagen: ResearchArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)Qatar University: QU Institutional RepositoryArticleData sources: Bielefeld Academic Search Engine (BASE)Archivio della ricerca dell'Università di Parma (CINECA IRIS)Article . 2022Data sources: Bielefeld Academic Search Engine (BASE)Eberhard Karls University Tübingen: Publication SystemArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)IRIS UNIPV (Università degli studi di Pavia)Article . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 159 citations 159 popularity Top 1% influence Top 10% impulse Top 0.1% Powered by BIP!
visibility 485visibility views 485 download downloads 334 Powered bymore_vert CORE arrow_drop_down Institut national des sciences de l'Univers: HAL-INSUArticle . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)CIRAD: HAL (Agricultural Research for Development)Article . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Fondazione Edmund Mach: IRIS-OpenPubArticle . 2022Full-Text: http://hdl.handle.net/10449/74200Data sources: Bielefeld Academic Search Engine (BASE)Université Grenoble Alpes: HALArticle . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Universitet i Oslo: Digitale utgivelser ved UiO (DUO)Article . 2022License: CC BY NCFull-Text: http://urn.nb.no/URN:NBN:no-94234Data sources: Bielefeld Academic Search Engine (BASE)University of Bergen: Bergen Open Research Archive (BORA-UiB)Article . 2021License: CC BY NCFull-Text: https://hdl.handle.net/11250/2983746Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2022License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)Archive Ouverte de l'Université Rennes (HAL)Article . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Université Savoie Mont Blanc: HALArticle . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Digital Repository of University of Zaragoza (ZAGUAN)Article . 2022License: CC BY NCFull-Text: http://zaguan.unizar.es/record/125734Data sources: Bielefeld Academic Search Engine (BASE)Natural Environment Research Council: NERC Open Research ArchiveArticle . 2022License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)University of Stirling: Stirling Digital Research RepositoryArticle . 2022License: CC BY NCFull-Text: http://hdl.handle.net/1893/33794Data sources: Bielefeld Academic Search Engine (BASE)https://doi.org/10.32942/osf.i...Article . 2021 . Peer-reviewedLicense: CC BY SAData sources: CrossrefRecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022 . Peer-reviewedData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTAidUS. Depósito de Investigación Universidad de SevillaArticle . 2022License: CC BY NCData sources: idUS. Depósito de Investigación Universidad de SevillaWageningen Staff PublicationsArticle . 2022License: CC BY NCData sources: Wageningen Staff PublicationsMunin - Open Research ArchiveArticle . 2021 . Peer-reviewedData sources: Munin - Open Research ArchiveMunin - Open Research ArchiveArticle . 2021 . Peer-reviewedLicense: CC BYData sources: Munin - Open Research ArchiveElectronic Publication Information CenterArticle . 2022Data sources: Electronic Publication Information CenterUniversity of Bristol: Bristol ResearchArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)University of Copenhagen: ResearchArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)Qatar University: QU Institutional RepositoryArticleData sources: Bielefeld Academic Search Engine (BASE)Archivio della ricerca dell'Università di Parma (CINECA IRIS)Article . 2022Data sources: Bielefeld Academic Search Engine (BASE)Eberhard Karls University Tübingen: Publication SystemArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)IRIS UNIPV (Università degli studi di Pavia)Article . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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description Publicationkeyboard_double_arrow_right Article , Journal 2019 Russian FederationPublisher:Pleiades Publishing Ltd Funded by:RSF | Climate-induced dynamics ...RSF| Climate-induced dynamics of woody vegetation in mountains of Russian sub-Arctic and their influence on carbon stock changes on local and regional levelsMoiseev, P. A.; Galimova, A. A.; Bubnov, M. O.; Devi, N. M.; Fomin, V. V.;Within the ecotone of the upper limit of woody vegetation on the southeastern macroslope of the Khibiny Mountain ridge (Kola Peninsula), the spatial and age structure, as well as features of the phytomass accumulation of spruce–birch stands, were studied. Analysis revealed that there was a manifold increase in the density and productivity of forest stands in the last century, and the upper border of the woodlands and dense forests has moved considerably higher into the mountains. All of this happened against the background of an increase in early summer temperatures and a longer growing season in the area in the 20th century. Our data will help simulate the response of mountain ecosystems in the region to future climate change.
Electronic archive o... arrow_drop_down Russian Journal of EcologyArticle . 2019 . Peer-reviewedLicense: Springer TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1134/s1067413619050084&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen bronze 4 citations 4 popularity Top 10% influence Average impulse Average Powered by BIP!
more_vert Electronic archive o... arrow_drop_down Russian Journal of EcologyArticle . 2019 . Peer-reviewedLicense: Springer TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2009 Russian FederationPublisher:Wiley Kammer, A.; Hagedorn, F.; Shevchenko, I. G.; Leifeld, J.; Guggenberger, G.; Goryacheva, T.; Rigling, A.; Moiseev, P.;AbstractHistorical photographs document that during the last century, forests have expanded upwards by 60–80 m into former tundra of the pristine Ural mountains. We assessed how the shift of the high‐altitude treeline ecotone might affect soil organic matter (SOM) dynamics. On the gentle slopes of Mali Iremel in the Southern Urals, we (1) determined the differences in SOM stocks and properties from the tundra at 1360 m above sea level (a.s.l.) to the subalpine forest at 1260 m a.s.l., and (2) measured carbon (C) and nitrogen (N) mineralization from tundra and forest soils at 7 and 20 °C in a 6‐month incubation experiment. C stocks of organic layers were 3.6±0.3 kg C m−2 in the tundra and 1.9±0.2 kg C m−2 in the forest. Mineral soils down to the bedrock stored significantly more C in the forest, and thus, total soil C stocks were slightly but insignificantly greater in the forest (+3 kg C m−2). Assuming a space for time approach based on tree ages suggests that the soil C sink due to the forest expansion during the last century was at most 30 g C m−2 yr−1. Diffuse reflective infrared spectroscopy and scanning calorimetry revealed that SOM under forest was less humified in both organic and mineral horizons and, therefore, contained more available substrate. Consistent with this result, C mineralization rates of organic layers and A horizons of the forest were two to four times greater than those of tundra soils. This difference was similar in magnitude to the effect of increasing the incubation temperature from 7 to 20 °C. Hence, indirect climate change effects through an upward expansion of forests can be much larger than direct warming effects (Δ0.3 K across the treeline). Net N mineralization was 2.5 to six times greater in forest than in tundra soils, suggesting that an advancing treeline likely increases N availability. This may provide a nutritional basis for the fivefold increase in plant biomass and a tripling in productivity from the tundra to the forest. In summary, our results suggest that an upward expansion of forest has small net effects on C storage in soils but leads to changes in SOM quality, accelerates C cycling and increases net N mineralization, which in turn might stimulate plant growth and thus C sequestration in tree biomass.
Electronic archive o... arrow_drop_down Global Change BiologyArticle . 2009 . Peer-reviewedLicense: Wiley Online Library User AgreementData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.euAccess RoutesGreen bronze 85 citations 85 popularity Top 10% influence Top 10% impulse Top 10% Powered by BIP!
more_vert Electronic archive o... arrow_drop_down Global Change BiologyArticle . 2009 . Peer-reviewedLicense: Wiley Online Library User AgreementData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article 2021Embargo end date: 01 Jan 2022 Germany, United Kingdom, Qatar, Denmark, Germany, Spain, United Kingdom, United Kingdom, Switzerland, Italy, Italy, Italy, United Kingdom, Italy, Norway, Spain, Norway, Netherlands, Qatar, Spain, France, Italy, United States, Norway, United Kingdom, GermanyPublisher:Wiley Funded by:UKRI | UK Status, Change and Pro..., AKA | Atmosphere and Climate Co..., DFG | EarthShape: Earth Surface... +28 projectsUKRI| UK Status, Change and Projections of the Environment (UK-SCaPE) ,AKA| Atmosphere and Climate Competence Center (ACCC) ,DFG| EarthShape: Earth Surface Shaping by Biota ,EC| AfricanBioServices ,NSF| Integrating species traits into species pools: A multi-scale approach to understanding community assembly ,EC| ECLAIRE ,SNSF| ICOS-CH Phase 2 ,EC| SUPER-G ,NWO| Specialists at work: how decomposers break down plant litter ,EC| SustainSAHEL ,ARC| Discovery Early Career Researcher Award - Grant ID: DE180100570 ,UKRI| E3 - Edinburgh Earth and Environment - Doctoral Training Partnership ,EC| FORMICA ,RCN| Effects of herbivory and warming on tundra plant communities ,EC| PERMTHAW ,DFG| German Centre for Integrative Biodiversity Research - iDiv ,ARC| Discovery Early Career Researcher Award - Grant ID: DE140101611 ,RSF| The anatomical and physiological response of Scots pine xylem formation to variable water availability ,RCN| The role of Functional group interactions in mediating climate change impacts on the Carbon dynamics and Biodiversity of alpine ecosystems ,ANR| ODYSSEE ,ANR| IMPRINT ,RCN| The effect of snow depth and snow melt timing on arctic terrestrial ecosystems. ,ANR| ASICS ,EC| ICOS ,EC| NICH ,EC| LEAP-AGRI ,EC| AIAS ,EC| DESIRA ,UKRI| Forecasting the impacts of drought on human-modified tropical forests by integrating models with data ,NSERC ,EC| eLTER PLUSLembrechts, Jonas J; Van Den Hoogen, Johan; Aalto, Juha; Ashcroft, Michael B; De Frenne, Pieter; Kemppinen, Julia; Kopecký, Martin; Luoto, Miska; Maclean, Ilya MD; Crowther, Thomas W; Bailey, Joseph J; Haesen, Stef; Klinges, David H; Niittynen, Pekka; Scheffers, Brett R; Van Meerbeek, Koenraad; Aartsma, Peter; Abdalaze, Otar; Abedi, Mehdi; Aerts, Rien; Ahmadian, Negar; Ahrends, Antje; Alatalo, Juha M; Alexander, Jake M; Allonsius, Camille Nina; Altman, Jan; Ammann, Christof; Andres, Christian; Andrews, Christopher; Ardö, Jonas; Arriga, Nicola; Arzac, Alberto; Aschero, Valeria; Assis, Rafael L; Assmann, Jakob Johann; Bader, Maaike Y; Bahalkeh, Khadijeh; Barančok, Peter; Barrio, Isabel C; Barros, Agustina; Barthel, Matti; Basham, Edmund W; Bauters, Marijn; Bazzichetto, Manuele; Marchesini, Luca Belelli; Bell, Michael C; Benavides, Juan C; Benito Alonso, José Luis; Berauer, Bernd J; Bjerke, Jarle W; Björk, Robert G; Björkman, Mats P; Björnsdóttir, Katrin; Blonder, Benjamin; Boeckx, Pascal; Boike, Julia; Bokhorst, Stef; Brum, Bárbara NS; Brůna, Josef; Buchmann, Nina; Buysse, Pauline; Camargo, José Luís; Campoe, Otávio C; Candan, Onur; Canessa, Rafaella; Cannone, Nicoletta; Carbognani, Michele; Carnicer, Jofre; Casanova-Katny, Angélica; Cesarz, Simone; Chojnicki, Bogdan; Choler, Philippe; Chown, Steven L; Cifuentes, Edgar F; Čiliak, Marek; Contador, Tamara; Convey, Peter; Cooper, Elisabeth J; Cremonese, Edoardo; Curasi, Salvatore R; Curtis, Robin; Cutini, Maurizio; Dahlberg, C Johan; Daskalova, Gergana N; De Pablo, Miguel Angel; Della Chiesa, Stefano; Dengler, Jürgen; Deronde, Bart; Descombes, Patrice; Di Cecco, Valter; Di Musciano, Michele; Dick, Jan; Dimarco, Romina D; Dolezal, Jiri; Dorrepaal, Ellen; Dušek, Jiří; Eisenhauer, Nico; Eklundh, Lars; Erickson, Todd E; Erschbamer, Brigitta; Eugster, Werner; Ewers, Robert M; Exton, Dan A; Fanin, Nicolas; Fazlioglu, Fatih; Feigenwinter, Iris; Fenu, Giuseppe; Ferlian, Olga; Fernández Calzado, M Rosa; Fernández-Pascual, Eduardo; Finckh, Manfred; Higgens, Rebecca Finger; Forte, T'ai GW; Freeman, Erika C; Frei, Esther R; Fuentes-Lillo, Eduardo; García, Rafael A; García, María B; Géron, Charly; Gharun, Mana; Ghosn, Dany; Gigauri, Khatuna; Gobin, Anne; Goded, Ignacio; Goeckede, Mathias; Gottschall, Felix; Goulding, Keith; Govaert, Sanne; Graae, Bente Jessen; Greenwood, Sarah; Greiser, Caroline; Grelle, Achim; Guénard, Benoit; Guglielmin, Mauro; Guillemot, Joannès; Haase, Peter; Haider, Sylvia; Halbritter, Aud H; Hamid, Maroof; Hammerle, Albin; Hampe, Arndt; Haugum, Siri V; Hederová, Lucia; Heinesch, Bernard; Helfter, Carole; Hepenstrick, Daniel; Herberich, Maximiliane; Herbst, Mathias; Hermanutz, Luise; Hik, David S; Hoffrén, Raúl; Homeier, Jürgen; Hörtnagl, Lukas; Høye, Toke T; Hrbacek, Filip; Hylander, Kristoffer; Iwata, Hiroki; Jackowicz-Korczynski, Marcin Antoni; Jactel, Hervé; Järveoja, Järvi; Jastrzębowski, Szymon; Jentsch, Anke; Jiménez, Juan J; Jónsdóttir, Ingibjörg S; Jucker, Tommaso; Jump, Alistair S; Juszczak, Radoslaw; Kanka, Róbert; Kašpar, Vít; Kazakis, George; Kelly, Julia; Khuroo, Anzar A; Klemedtsson, Leif; Klisz, Marcin; Kljun, Natascha; Knohl, Alexander; Kobler, Johannes; Kollár, Jozef; Kotowska, Martyna M; Kovács, Bence; Kreyling, Juergen; Lamprecht, Andrea; Lang, Simone I; Larson, Christian; Larson, Keith; Laska, Kamil; Le Maire, Guerric; Leihy, Rachel I; Lens, Luc; Liljebladh, Bengt; Lohila, Annalea; Lorite, Juan; Loubet, Benjamin; Lynn, Joshua; Macek, Martin; Mackenzie, Roy; Magliulo, Enzo; Maier, Regine; Malfasi, Francesco; Máliš, František;doi: 10.1111/gcb.16060 , 10.32942/osf.io/pksqw , 10.3929/ethz-b-000523670 , 10.5445/ir/1000143688 , 10.21256/zhaw-24832 , 10.17863/cam.81331
pmc: PMC9303923
AbstractResearch in global change ecology relies heavily on global climatic grids derived from estimates of air temperature in open areas at around 2 m above the ground. These climatic grids do not reflect conditions below vegetation canopies and near the ground surface, where critical ecosystem functions occur and most terrestrial species reside. Here, we provide global maps of soil temperature and bioclimatic variables at a 1‐km2resolution for 0–5 and 5–15 cm soil depth. These maps were created by calculating the difference (i.e. offset) between in situ soil temperature measurements, based on time series from over 1200 1‐km2pixels (summarized from 8519 unique temperature sensors) across all the world's major terrestrial biomes, and coarse‐grained air temperature estimates from ERA5‐Land (an atmospheric reanalysis by the European Centre for Medium‐Range Weather Forecasts). We show that mean annual soil temperature differs markedly from the corresponding gridded air temperature, by up to 10°C (mean = 3.0 ± 2.1°C), with substantial variation across biomes and seasons. Over the year, soils in cold and/or dry biomes are substantially warmer (+3.6 ± 2.3°C) than gridded air temperature, whereas soils in warm and humid environments are on average slightly cooler (−0.7 ± 2.3°C). The observed substantial and biome‐specific offsets emphasize that the projected impacts of climate and climate change on near‐surface biodiversity and ecosystem functioning are inaccurately assessed when air rather than soil temperature is used, especially in cold environments. The global soil‐related bioclimatic variables provided here are an important step forward for any application in ecology and related disciplines. Nevertheless, we highlight the need to fill remaining geographic gaps by collecting more in situ measurements of microclimate conditions to further enhance the spatiotemporal resolution of global soil temperature products for ecological applications.
CORE arrow_drop_down Institut national des sciences de l'Univers: HAL-INSUArticle . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)CIRAD: HAL (Agricultural Research for Development)Article . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Fondazione Edmund Mach: IRIS-OpenPubArticle . 2022Full-Text: http://hdl.handle.net/10449/74200Data sources: Bielefeld Academic Search Engine (BASE)Université Grenoble Alpes: HALArticle . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Universitet i Oslo: Digitale utgivelser ved UiO (DUO)Article . 2022License: CC BY NCFull-Text: http://urn.nb.no/URN:NBN:no-94234Data sources: Bielefeld Academic Search Engine (BASE)University of Bergen: Bergen Open Research Archive (BORA-UiB)Article . 2021License: CC BY NCFull-Text: https://hdl.handle.net/11250/2983746Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2022License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)Archive Ouverte de l'Université Rennes (HAL)Article . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Université Savoie Mont Blanc: HALArticle . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Digital Repository of University of Zaragoza (ZAGUAN)Article . 2022License: CC BY NCFull-Text: http://zaguan.unizar.es/record/125734Data sources: Bielefeld Academic Search Engine (BASE)Natural Environment Research Council: NERC Open Research ArchiveArticle . 2022License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)University of Stirling: Stirling Digital Research RepositoryArticle . 2022License: CC BY NCFull-Text: http://hdl.handle.net/1893/33794Data sources: Bielefeld Academic Search Engine (BASE)https://doi.org/10.32942/osf.i...Article . 2021 . Peer-reviewedLicense: CC BY SAData sources: CrossrefRecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022 . Peer-reviewedData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTAidUS. Depósito de Investigación Universidad de SevillaArticle . 2022License: CC BY NCData sources: idUS. Depósito de Investigación Universidad de SevillaWageningen Staff PublicationsArticle . 2022License: CC BY NCData sources: Wageningen Staff PublicationsMunin - Open Research ArchiveArticle . 2021 . Peer-reviewedData sources: Munin - Open Research ArchiveMunin - Open Research ArchiveArticle . 2021 . Peer-reviewedLicense: CC BYData sources: Munin - Open Research ArchiveElectronic Publication Information CenterArticle . 2022Data sources: Electronic Publication Information CenterUniversity of Bristol: Bristol ResearchArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)University of Copenhagen: ResearchArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)Qatar University: QU Institutional RepositoryArticleData sources: Bielefeld Academic Search Engine (BASE)Archivio della ricerca dell'Università di Parma (CINECA IRIS)Article . 2022Data sources: Bielefeld Academic Search Engine (BASE)Eberhard Karls University Tübingen: Publication SystemArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)IRIS UNIPV (Università degli studi di Pavia)Article . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 159 citations 159 popularity Top 1% influence Top 10% impulse Top 0.1% Powered by BIP!
visibility 485visibility views 485 download downloads 334 Powered bymore_vert CORE arrow_drop_down Institut national des sciences de l'Univers: HAL-INSUArticle . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)CIRAD: HAL (Agricultural Research for Development)Article . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Fondazione Edmund Mach: IRIS-OpenPubArticle . 2022Full-Text: http://hdl.handle.net/10449/74200Data sources: Bielefeld Academic Search Engine (BASE)Université Grenoble Alpes: HALArticle . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Universitet i Oslo: Digitale utgivelser ved UiO (DUO)Article . 2022License: CC BY NCFull-Text: http://urn.nb.no/URN:NBN:no-94234Data sources: Bielefeld Academic Search Engine (BASE)University of Bergen: Bergen Open Research Archive (BORA-UiB)Article . 2021License: CC BY NCFull-Text: https://hdl.handle.net/11250/2983746Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2022License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)Archive Ouverte de l'Université Rennes (HAL)Article . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Université Savoie Mont Blanc: HALArticle . 2022License: CC BY NCFull-Text: https://hal.science/hal-03518443Data sources: Bielefeld Academic Search Engine (BASE)Digital Repository of University of Zaragoza (ZAGUAN)Article . 2022License: CC BY NCFull-Text: http://zaguan.unizar.es/record/125734Data sources: Bielefeld Academic Search Engine (BASE)Natural Environment Research Council: NERC Open Research ArchiveArticle . 2022License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)University of Stirling: Stirling Digital Research RepositoryArticle . 2022License: CC BY NCFull-Text: http://hdl.handle.net/1893/33794Data sources: Bielefeld Academic Search Engine (BASE)https://doi.org/10.32942/osf.i...Article . 2021 . Peer-reviewedLicense: CC BY SAData sources: CrossrefRecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022 . Peer-reviewedData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022License: CC BY NCData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2021License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTAidUS. Depósito de Investigación Universidad de SevillaArticle . 2022License: CC BY NCData sources: idUS. Depósito de Investigación Universidad de SevillaWageningen Staff PublicationsArticle . 2022License: CC BY NCData sources: Wageningen Staff PublicationsMunin - Open Research ArchiveArticle . 2021 . Peer-reviewedData sources: Munin - Open Research ArchiveMunin - Open Research ArchiveArticle . 2021 . Peer-reviewedLicense: CC BYData sources: Munin - Open Research ArchiveElectronic Publication Information CenterArticle . 2022Data sources: Electronic Publication Information CenterUniversity of Bristol: Bristol ResearchArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)University of Copenhagen: ResearchArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)Qatar University: QU Institutional RepositoryArticleData sources: Bielefeld Academic Search Engine (BASE)Archivio della ricerca dell'Università di Parma (CINECA IRIS)Article . 2022Data sources: Bielefeld Academic Search Engine (BASE)Eberhard Karls University Tübingen: Publication SystemArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)IRIS UNIPV (Università degli studi di Pavia)Article . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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