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Mariën B, Robinson KM, Jurca M, Michelson IH, Takata N, Kozarewa I, Pin PA, Ingvarsson PK, Moritz T, Ibáñez C, Nilsson O, Jansson S, Penfield S, Yu J, Eriksson ME. Nature's Master of Ceremony: The Populus Circadian Clock as Orchestratot of Tree Growth and Phenology. NPJ BIOLOGICAL TIMING AND SLEEP 2025; 2:16. [PMID: 40206183 PMCID: PMC11976295 DOI: 10.1038/s44323-025-00034-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 03/12/2025] [Indexed: 04/11/2025]
Abstract
Understanding the timely regulation of plant growth and phenology is crucial for assessing a terrestrial ecosystem's productivity and carbon budget. The circadian clock, a system of genetic oscillators, acts as 'Master of Ceremony' during plant physiological processes. The mechanism is particularly elusive in trees despite its relevance. The primary and secondary tree growth, leaf senescence, bud set, and bud burst timing were investigated in 68 constructs transformed into Populus hybrids and compared with untransformed or transformed controls grown in natural or controlled conditions. The results were analyzed using generalized additive models with ordered-factor-smooth interaction smoothers. This meta-analysis shows that several genetic components are associated with the clock. Especially core clock-regulated genes affected tree growth and phenology in both controlled and field conditions. Our results highlight the importance of field trials and the potential of using the clock to generate trees with improved characteristics for sustainable silviculture (e.g., reprogrammed to new photoperiodic regimes and increased growth).
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Affiliation(s)
- Bertold Mariën
- IceLab (Integrated Science Lab), Umeå University, Umeå, Sweden
- Department of Mathematics and Mathematical Statistics, Umeå University, Umeå, Sweden
- UPSC (Umeå Plant Science Centre), Department of Plant Physiology, Umeå University, Umeå, Sweden
| | - Kathryn M. Robinson
- UPSC (Umeå Plant Science Centre), Department of Plant Physiology, Umeå University, Umeå, Sweden
| | - Manuela Jurca
- UPSC (Umeå Plant Science Centre), Department of Plant Physiology, Umeå University, Umeå, Sweden
| | - Ingrid H. Michelson
- UPSC (Umeå Plant Science Centre), Department of Plant Physiology, Umeå University, Umeå, Sweden
| | - Naoki Takata
- UPSC (Umeå Plant Science Centre), Department of Plant Physiology, Umeå University, Umeå, Sweden
- Forest Bio-Research Center, Forestry and Forest Products Research Institute, Hitachi, Ibaraki Japan
| | - Iwanka Kozarewa
- UPSC (Umeå Plant Science Centre), Department of Plant Physiology, Umeå University, Umeå, Sweden
| | - Pierre A. Pin
- UPSC (Umeå Plant Science Centre), Department of Forest Genetics and Plant Physiology, Swedish University of Agricultural Science, Umeå, Sweden
- SECOBRA Research, Maule, France
| | - Pär K. Ingvarsson
- Department of Plant Biology, Swedish University of Agricultural Science, Uppsala, Sweden
| | - Thomas Moritz
- UPSC (Umeå Plant Science Centre), Department of Forest Genetics and Plant Physiology, Swedish University of Agricultural Science, Umeå, Sweden
- CBMR (Novo Nordisk Foundation Center for Basic Metabolic Research), University of Copenhagen, Copenhagen, Denmark
| | - Cristian Ibáñez
- Department of Agronomy, University of La Serena, Ovalle, Chile
| | - Ove Nilsson
- UPSC (Umeå Plant Science Centre), Department of Forest Genetics and Plant Physiology, Swedish University of Agricultural Science, Umeå, Sweden
| | - Stefan Jansson
- UPSC (Umeå Plant Science Centre), Department of Plant Physiology, Umeå University, Umeå, Sweden
| | - Steve Penfield
- Department of Crop Genetics, John Innes Center, Norwich, UK
| | - Jun Yu
- IceLab (Integrated Science Lab), Umeå University, Umeå, Sweden
- Department of Mathematics and Mathematical Statistics, Umeå University, Umeå, Sweden
| | - Maria E. Eriksson
- IceLab (Integrated Science Lab), Umeå University, Umeå, Sweden
- UPSC (Umeå Plant Science Centre), Department of Plant Physiology, Umeå University, Umeå, Sweden
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Hicter P, Beeckman H, Luse Belanganayi B, De Mil T, Van den Bulcke J, Kitin P, Bauters M, Lievens K, Musepena D, Mbifo Ndiapo J, Luambua NK, Laurent F, Angoboy Ilondea B, Hubau W. Asynchronous xylogenesis among and within tree species in the central Congo Basin. BMC PLANT BIOLOGY 2025; 25:317. [PMID: 40075259 PMCID: PMC11899628 DOI: 10.1186/s12870-025-06314-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Accepted: 02/27/2025] [Indexed: 03/14/2025]
Abstract
BACKGROUND Xylogenesis is synchronous among trees in regions with a distinct growing season, leading to a forest-wide time lag between growth and carbon uptake. In contrast, little is known about interspecific or even intraspecific variability of xylogenesis in tropical forests. Yet an understanding of xylogenesis patterns is key to successfully combine bottom-up (e.g., from permanent forest inventory plots) and top-down (e.g., from eddy covariance flux towers) carbon flux estimates. METHODS Here, we monitor xylogenesis development of 18 trees belonging to 6 abundant species during 8 weeks at the onset of the rainy season from March to April 2022 in a semideciduous rainforest in the Yangambi reserve (central Democratic Republic of the Congo). For each tree, the weekly cambial state (dormant or active) was determined by epifluorescence microscopy. RESULTS We find interspecific variability in the cambial phenology, with two species showing predominant cambial dormancy and two species showing predominant cambial activity during the monitoring period. We also find intraspecific variability in two species where individuals either display cambial dormancy or cambial activity. All trees kept > 60% of their leaves throughout the dry season and the monitoring period, suggesting a weak relationship between the phenology of the cambial and foliar. Our results suggest that individual trees in Yangambi asynchronously activate their cambial growth throughout the year, regardless of leaf phenology or seasonal rainfall. CONCLUSION These results are consistent with global analysis of gross primary productivity estimates from eddy covariance flux towers, showing that tropical biomes lack a synchronous dormant period. However, a longer-term monitoring experiment, including more species, is necessary to confirm this for the Congo Basin. As Yangambi is equipped with facilities for microscopic wood analysis, a network of inventory plots and a flux tower, further research in this site will reveal how xylogenesis patterns drive annual variability in carbon fluxes and how ground-based and top-down measurements can be combined for robust upscaling analysis of Congo basin carbon budgets.
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Affiliation(s)
- Pauline Hicter
- Wood Biology Service, Royal Museum for Central Africa, Leuvensesteenweg 13, 3080, Tervuren, Belgium.
- UGent-Woodlab-Laboratory of Wood technology, Department of Environment, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000, Ghent, Belgium.
| | - Hans Beeckman
- Wood Biology Service, Royal Museum for Central Africa, Leuvensesteenweg 13, 3080, Tervuren, Belgium
| | - Basile Luse Belanganayi
- UGent-Woodlab-Laboratory of Wood technology, Department of Environment, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000, Ghent, Belgium
- Forest Is Life, TERRA Teaching and Research Centre, Gembloux Agro-Bio Tech, University of Liège, Passage Des Déportés 2, 5300, Gembloux, Belgium
| | - Tom De Mil
- Forest Is Life, TERRA Teaching and Research Centre, Gembloux Agro-Bio Tech, University of Liège, Passage Des Déportés 2, 5300, Gembloux, Belgium
| | - Jan Van den Bulcke
- UGent-Woodlab-Laboratory of Wood technology, Department of Environment, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000, Ghent, Belgium
| | - Peter Kitin
- Forest Products Laboratory, USDA Forest Service, One Gifford Pinchot Drive, Madison, WI, 53726, USA
| | - Marijn Bauters
- Ghent University, 9000, Ghent, Belgium
- Department of Environment, Q-ForestLab, Ghent University, 9000, Ghent, Belgium
| | - Kévin Lievens
- Wood Biology Service, Royal Museum for Central Africa, Leuvensesteenweg 13, 3080, Tervuren, Belgium
| | - Donatien Musepena
- Centre de Recherche de Yangambi, Institut National Pour L'Etude Et La Recherche Agronomiques, Yangambi, Democratic Republic of the Congo
| | - José Mbifo Ndiapo
- Centre de Recherche de Yangambi, Institut National Pour L'Etude Et La Recherche Agronomiques, Yangambi, Democratic Republic of the Congo
| | - Nestor K Luambua
- UGent-Woodlab-Laboratory of Wood technology, Department of Environment, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000, Ghent, Belgium
- Faculty of Renewable Natural Resources Management, University of Kisangani, Kisangani, Democratic Republic of Congo
| | - Félix Laurent
- Wood Biology Service, Royal Museum for Central Africa, Leuvensesteenweg 13, 3080, Tervuren, Belgium
- UGent-Woodlab-Laboratory of Wood technology, Department of Environment, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000, Ghent, Belgium
| | - Bhély Angoboy Ilondea
- Laboratoire de Biologie du Bois, Section de La Foresterie, Institut National Pour L'Etude Et La Recherche Agronomique, Yangambi, Democratic Republic of Congo
- Université Pédagogique Nationale, République Démocratique du Congo, B.P, 8815, Kinshasa-Ngaliema, Democratic Republic of Congo
| | - Wannes Hubau
- Wood Biology Service, Royal Museum for Central Africa, Leuvensesteenweg 13, 3080, Tervuren, Belgium
- UGent-Woodlab-Laboratory of Wood technology, Department of Environment, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000, Ghent, Belgium
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Peters RL, Klesse S, Van den Bulcke J, Jourdain LMY, von Arx G, Anadon-Rosell A, Krejza J, Kahmen A, Fonti M, Prendin AL, Babst F, De Mil T. Quantitative vessel mapping on increment cores: a critical comparison of image acquisition methods. FRONTIERS IN PLANT SCIENCE 2025; 16:1502237. [PMID: 40012731 PMCID: PMC11863283 DOI: 10.3389/fpls.2025.1502237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Accepted: 01/08/2025] [Indexed: 02/28/2025]
Abstract
Introduction Quantitative wood anatomy is critical for establishing climate reconstruction proxies, understanding tree hydraulics, and quantifying carbon allocation. Its accuracy depends upon the image acquisition methods, which allows for the identification of the number and dimensions of vessels, fibres, and tracheids within a tree ring. Angiosperm wood is analysed with a variety of different image acquisition methods, including surface pictures, wood anatomical micro-sections, or X-ray computed micro-tomography. Despite known advantages and disadvantages, the quantitative impact of method selection on wood anatomical parameters is not well understood. Methods In this study, we present a systematic uncertainty analysis of the impact of the image acquisition method on commonly used anatomical parameters. We analysed four wood samples, representing a range of wood porosity, using surface pictures, micro-CT scans, and wood anatomical micro-sections. Inter-annual patterns were analysed and compared between methods from the five most frequently used parameters, namely mean lumen area (MLA), vessel density (VD), number of vessels (VN), mean hydraulic diameter (D h), and relative conductive area (RCA). A novel sectorial approach was applied on the wood samples to obtain intra-annual profiles of the lumen area (A l), specific theoretical hydraulic conductivity (K s), and wood density (ρ). Results Our quantitative vessel mapping revealed that values obtained for hydraulic wood anatomical parameters are comparable across different methods, supporting the use of easily applicable surface picture methods for ring-porous and specific diffuse-porous tree species. While intra-annual variability is well captured by the different methods across species, wood density (ρ) is overestimated due to the lack of fibre lumen area detection. Discussion Our study highlights the potential and limitations of different image acquisition methods for extracting wood anatomical parameters. Moreover, we present a standardized workflow for assessing radial tree ring profiles. These findings encourage the compilation of all studies using wood anatomical parameters and further research to refine these methods, ultimately enhancing the accuracy, replication, and spatial representation of wood anatomical studies.
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Affiliation(s)
- Richard L. Peters
- Tree Growth and Wood Physiology, TUM School of Life Sciences, Technical University of Munich, Freising, Germany
- Department of Environmental Sciences – Botany, University of Basel, Basel, Switzerland
- Forest Is Life, TERRA Teaching and Research Centre, Gembloux Agro Bio-Tech, University of Liège, Gembloux, Belgium
| | - Stefan Klesse
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Oeschger Centre for Climate Change Research, University of Bern, Bern, Switzerland
| | - Jan Van den Bulcke
- Laboratory of Wood Technology (UGent-Woodlab), Department of Environment, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
- UGCT - UGent Centre for X-ray Tomography, Ghent University, Ghent, Belgium
| | - Lisa M. Y. Jourdain
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Oeschger Centre for Climate Change Research, University of Bern, Bern, Switzerland
| | - Georg von Arx
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Oeschger Centre for Climate Change Research, University of Bern, Bern, Switzerland
| | - Alba Anadon-Rosell
- CREAF, Catalonia, Spain
- Institute of Botany and Landscape Ecology, University of Greifswald, Greifswald, Germany
| | - Jan Krejza
- Global Change Research Institute of the Czech Academy of Sciences (CzechGlobe), Brno, Czechia
- Department of Forest Ecology, Faculty of Forestry and Wood Technology, Mendel University in Brno, Brno, Czechia
| | - Ansgar Kahmen
- Department of Environmental Sciences – Botany, University of Basel, Basel, Switzerland
| | - Marina Fonti
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Angela Luisa Prendin
- Department of Land, Environment, Agriculture and Forestry, University of Padua, Legnaro, PD, Italy
| | - Flurin Babst
- School of Natural Resources and the Environment, The University of Arizona, Tucson, AZ, United States
- Laboratory of Tree-Ring Research, The University of Arizona, Tucson, AZ, United States
| | - Tom De Mil
- Forest Is Life, TERRA Teaching and Research Centre, Gembloux Agro Bio-Tech, University of Liège, Gembloux, Belgium
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Luse Belanganayi B, Delvaux C, Kearsley E, Lievens K, Rousseau M, Mbungu Phaka C, Djiofack BY, Laurent F, Bourland N, Hubau W, De Mil T, Beeckman H. Growth periodicity in semi-deciduous tropical tree species from the Congo Basin. PLANT-ENVIRONMENT INTERACTIONS (HOBOKEN, N.J.) 2024; 5:e10144. [PMID: 38784123 PMCID: PMC11112140 DOI: 10.1002/pei3.10144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 04/16/2024] [Accepted: 04/29/2024] [Indexed: 05/25/2024]
Abstract
In the tropics, more precisely in equatorial dense rainforest, xylogenesis is driven by a little distinct climatological seasonality, and many tropical trees do not show clear growth rings. This makes retrospective analyses and modeling of future tree performance difficult. This research investigates the presence, the distinctness, and the periodicity of growth ring for dominant tree species in two semi-deciduous rainforests, which contrast in terms of precipitation dynamics. Eighteen tree species common to both forests were investigated. We used the cambial marking technique and then verified the presence and periodicity of growth-ring boundaries in the wood produced between pinning and collection by microscopic and macroscopic observation. The study showed that all eighteen species can form visible growth rings in both sites. However, the periodicity of ring formation varied significantly within and between species, and within sites. Trees from the site with clearly defined dry season had a higher likelihood to form periodical growth rings compared to those from the site where rainfall seasonality is less pronounced. The distinctness of the formed rings however did not show a site dependency. Periodical growth-ring formation was more likely in fast-growing trees. Furthermore, improvements can be made by a detailed study of the cambial activity through microcores taken at high temporal resolution, to get insight on the phenology of the lateral meristem.
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Affiliation(s)
- Basile Luse Belanganayi
- Forest is Life, TERRA Teaching and Research Centre, Gembloux Agro‐Bio TechUniversity of LiègeGemblouxBelgium
- Service of Wood BiologyRoyal Museum for Central Africa (RMCA)TervurenBelgium
| | | | | | - Kévin Lievens
- Service of Wood BiologyRoyal Museum for Central Africa (RMCA)TervurenBelgium
| | - Mélissa Rousseau
- Service of Wood BiologyRoyal Museum for Central Africa (RMCA)TervurenBelgium
| | - Christophe Mbungu Phaka
- Institut National Pour l'Etudes et la Recherche AgronomiquesKinshasaDemocratic Republic of the Congo
| | - Brice Yannick Djiofack
- Service of Wood BiologyRoyal Museum for Central Africa (RMCA)TervurenBelgium
- Department of Forest and Water ManagementGent UniversityGhentBelgium
| | - Félix Laurent
- Service of Wood BiologyRoyal Museum for Central Africa (RMCA)TervurenBelgium
| | - Nils Bourland
- Service of Wood BiologyRoyal Museum for Central Africa (RMCA)TervurenBelgium
| | - Wannes Hubau
- Service of Wood BiologyRoyal Museum for Central Africa (RMCA)TervurenBelgium
- Department of Forest and Water ManagementGent UniversityGhentBelgium
| | - Tom De Mil
- Forest is Life, TERRA Teaching and Research Centre, Gembloux Agro‐Bio TechUniversity of LiègeGemblouxBelgium
| | - Hans Beeckman
- Service of Wood BiologyRoyal Museum for Central Africa (RMCA)TervurenBelgium
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Eckes-Shephard AH, Ljungqvist FC, Drew DM, Rathgeber CBK, Friend AD. Wood Formation Modeling - A Research Review and Future Perspectives. FRONTIERS IN PLANT SCIENCE 2022; 13:837648. [PMID: 35401628 PMCID: PMC8984029 DOI: 10.3389/fpls.2022.837648] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 01/24/2022] [Indexed: 05/29/2023]
Abstract
Wood formation has received considerable attention across various research fields as a key process to model. Historical and contemporary models of wood formation from various disciplines have encapsulated hypotheses such as the influence of external (e.g., climatic) or internal (e.g., hormonal) factors on the successive stages of wood cell differentiation. This review covers 17 wood formation models from three different disciplines, the earliest from 1968 and the latest from 2020. The described processes, as well as their external and internal drivers and their level of complexity, are discussed. This work is the first systematic cataloging, characterization, and process-focused review of wood formation models. Remaining open questions concerning wood formation processes are identified, and relate to: (1) the extent of hormonal influence on the final tree ring structure; (2) the mechanism underlying the transition from earlywood to latewood in extratropical regions; and (3) the extent to which carbon plays a role as "active" driver or "passive" substrate for growth. We conclude by arguing that wood formation models remain to be fully exploited, with the potential to contribute to studies concerning individual tree carbon sequestration-storage dynamics and regional to global carbon sequestration dynamics in terrestrial vegetation models.
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Affiliation(s)
| | - Fredrik Charpentier Ljungqvist
- Department of History, Stockholm University, Stockholm, Sweden
- Bolin Centre for Climate Research, Stockholm University, Stockholm, Sweden
- Swedish Collegium for Advanced Study, Uppsala, Sweden
| | - David M. Drew
- Department of Forest and Wood Science, Stellenbosch University, Stellenbosch, South Africa
| | - Cyrille B. K. Rathgeber
- Université de Lorraine, AgroParisTech, INRAE, SILVA, Nancy, France
- Swiss Federal Research Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Andrew D. Friend
- Department of Geography, University of Cambridge, Cambridge, United Kingdom
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X-ray computed tomography, electron microscopy, and energy-dispersive X-ray spectroscopy of severed Zelkova serrata roots (Japanese elm tree). Micron 2022; 156:103231. [DOI: 10.1016/j.micron.2022.103231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Revised: 02/21/2022] [Accepted: 02/21/2022] [Indexed: 11/23/2022]
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Etzold S, Sterck F, Bose AK, Braun S, Buchmann N, Eugster W, Gessler A, Kahmen A, Peters RL, Vitasse Y, Walthert L, Ziemińska K, Zweifel R. Number of growth days and not length of the growth period determines radial stem growth of temperate trees. Ecol Lett 2021; 25:427-439. [PMID: 34882952 PMCID: PMC9299935 DOI: 10.1111/ele.13933] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 10/07/2021] [Accepted: 11/07/2021] [Indexed: 01/02/2023]
Abstract
Radial stem growth dynamics at seasonal resolution are essential to understand how forests respond to climate change. We studied daily radial growth of 160 individuals of seven temperate tree species at 47 sites across Switzerland over 8 years. Growth of all species peaked in the early part of the growth season and commenced shortly before the summer solstice, but with species-specific seasonal patterns. Day length set a window of opportunity for radial growth. Within this window, the probability of daily growth was constrained particularly by air and soil moisture, resulting in intermittent growth to occur only on 29 to 77 days (30% to 80%) within the growth period. The number of days with growth largely determined annual growth, whereas the growth period length contributed less. We call for accounting for these non-linear intra-annual and species-specific growth dynamics in tree and forest models to reduce uncertainties in predictions under climate change.
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Affiliation(s)
- Sophia Etzold
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Frank Sterck
- Forest Ecology and Management Group, Wageningen University, Wageningen, The Netherlands
| | - Arun K Bose
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland.,Forestry and Wood Technology Discipline, Khulna University, Khulna, Bangladesh
| | - Sabine Braun
- Institute of Applied Plant Biology AG, Witterswil, Switzerland
| | - Nina Buchmann
- Department of Environmental Systems Science, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | - Werner Eugster
- Department of Environmental Systems Science, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | - Arthur Gessler
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland.,Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zurich, Zurich, Switzerland
| | - Ansgar Kahmen
- Department of Environmental Science, Physiological Plant Ecology, University of Basel, Basel, Switzerland
| | - Richard L Peters
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland.,Laboratory of Plant Ecology, Ghent University, Ghent, Belgium.,Forest is Life, TERRA Teaching and Research Centre, Gembloux Agro Bio-Tech, University of Liège, Liège, Belgium
| | - Yann Vitasse
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Lorenz Walthert
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Kasia Ziemińska
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland.,Department of Plant Ecology and Evolution, Uppsala University, Uppsala, Sweden
| | - Roman Zweifel
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
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