1
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Schorn ME, Kambach S, Chazdon RL, Craven D, Farrior CE, Meave JA, Muñoz R, van Breugel M, Amissah L, Bongers F, Hérault B, Jakovac CC, Norden N, Poorter L, van der Sande MT, Wirth C, Delgado D, Dent DH, DeWalt SJ, Dupuy JM, Finegan B, Hall JS, Hernández-Stefanoni JL, Lopez OR, Rüger N. Tree demographic strategies largely overlap across succession in Neotropical wet and dry forest communities. Ecology 2024:e4321. [PMID: 38763891 DOI: 10.1002/ecy.4321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 12/15/2023] [Accepted: 03/08/2024] [Indexed: 05/21/2024]
Abstract
Secondary tropical forests play an increasingly important role in carbon budgets and biodiversity conservation. Understanding successional trajectories is therefore imperative for guiding forest restoration and climate change mitigation efforts. Forest succession is driven by the demographic strategies-combinations of growth, mortality and recruitment rates-of the tree species in the community. However, our understanding of demographic diversity in tropical tree species stems almost exclusively from old-growth forests. Here, we assembled demographic information from repeated forest inventories along chronosequences in two wet (Costa Rica, Panama) and two dry (Mexico) Neotropical forests to assess whether the ranges of demographic strategies present in a community shift across succession. We calculated demographic rates for >500 tree species while controlling for canopy status to compare demographic diversity (i.e., the ranges of demographic strategies) in early successional (0-30 years), late successional (30-120 years) and old-growth forests using two-dimensional hypervolumes of pairs of demographic rates. Ranges of demographic strategies largely overlapped across successional stages, and early successional stages already covered the full spectrum of demographic strategies found in old-growth forests. An exception was a group of species characterized by exceptionally high mortality rates that was confined to early successional stages in the two wet forests. The range of demographic strategies did not expand with succession. Our results suggest that studies of long-term forest monitoring plots in old-growth forests, from which most of our current understanding of demographic strategies of tropical tree species is derived, are surprisingly representative of demographic diversity in general, but do not replace the need for further studies in secondary forests.
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Affiliation(s)
- Markus E Schorn
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Department of Economics, University of Leipzig, Leipzig, Germany
| | - Stephan Kambach
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Robin L Chazdon
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, Connecticut, USA
- Tropical Forests and People Research Centre, University of the Sunshine Coast, Maroochydore DC, Queensland, Australia
| | - Dylan Craven
- GEMA Center for Genomics, Ecology and Environment, Universidad Mayor, Santiago, Chile
- Data Observatory Foundation, ANID Technology Center, Santiago, Chile
| | - Caroline E Farrior
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, USA
| | - Jorge A Meave
- Departamento de Ecología y Recursos Naturales, Facultad de Ciencias, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Rodrigo Muñoz
- Departamento de Ecología y Recursos Naturales, Facultad de Ciencias, Universidad Nacional Autónoma de México, Mexico City, Mexico
- Forest Ecology and Forest Management Group, Wageningen University and Research, Wageningen, The Netherlands
| | - Michiel van Breugel
- Department of Geography, National University of Singapore, Singapore, Singapore
- Smithsonian Tropical Research Institute, Ancón, Panama
| | - Lucy Amissah
- CSIR-Forestry Research Institute of Ghana, Kumasi, Ghana
| | - Frans Bongers
- Forest Ecology and Forest Management Group, Wageningen University and Research, Wageningen, The Netherlands
| | - Bruno Hérault
- CIRAD, UPR Forêts et Sociétés, Yamoussoukro, Côte d'Ivoire
- Forêts et Sociétés, Université Montpellier, CIRAD, Montpellier, France
- Institut National Polytechnique Félix Houphouët-Boigny, INP-HB, Yamoussoukro, Côte d'Ivoire
| | - Catarina C Jakovac
- Forest Ecology and Forest Management Group, Wageningen University and Research, Wageningen, The Netherlands
- Departamento de Fitotecnia, Centro de Ciências Agrárias, Universidade Federal de Santa Catarina, Florianópolis, Brazil
| | - Natalia Norden
- Programa de Ciencias Básicas de la Biodiversidad, Instituto de Investigación de Recursos Biológicos Alexander von Humboldt, Bogotá, Colombia
| | - Lourens Poorter
- Forest Ecology and Forest Management Group, Wageningen University and Research, Wageningen, The Netherlands
| | - Masha T van der Sande
- Forest Ecology and Forest Management Group, Wageningen University and Research, Wageningen, The Netherlands
| | - Christian Wirth
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Systematic Botany and Functional Biodiversity, Institute for Biology, Leipzig University, Leipzig, Germany
- Max-Planck Institute for Biogeochemistry, Jena, Germany
| | - Diego Delgado
- CATIE - Centro Agronómico Tropical de Investigación y Enseñanza, Turrialba, Costa Rica
| | - Daisy H Dent
- Smithsonian Tropical Research Institute, Ancón, Panama
- Biological and Environmental Sciences, University of Stirling, Stirling, UK
- Department of Environmental Systems Science, Institute of Integrative Biology, ETH Zürich, Zürich, Switzerland
| | - Saara J DeWalt
- Department of Biological Sciences, Clemson University, Clemson, South Carolina, USA
| | - Juan M Dupuy
- Centro de Investigación Científica de Yucatán (CICY), Unidad de Recursos Naturales, Mérida, Mexico
| | - Bryan Finegan
- CATIE - Centro Agronómico Tropical de Investigación y Enseñanza, Turrialba, Costa Rica
| | | | | | - Omar R Lopez
- Smithsonian Tropical Research Institute, Ancón, Panama
- Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT), Clayton, Panama
- Departamento de Botánica, Facultad de Ciencias Naturales, Exactas y Tecnología, Universidad de Panamá, Panama City, Panama
| | - Nadja Rüger
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Department of Economics, University of Leipzig, Leipzig, Germany
- Smithsonian Tropical Research Institute, Ancón, Panama
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2
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Matlaga D, Lammerant R, Hogan JA, Uriarte M, Rodriguez‐Valle C, Zimmerman JK, Muscarella R. Survival, growth, and functional traits of tropical wet forest tree seedlings across an experimental soil moisture gradient in Puerto Rico. Ecol Evol 2024; 14:e11095. [PMID: 38505185 PMCID: PMC10950389 DOI: 10.1002/ece3.11095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 01/29/2024] [Accepted: 02/19/2024] [Indexed: 03/21/2024] Open
Abstract
Droughts are predicted to become more frequent and intense in many tropical regions, which may cause shifts in plant community composition. Especially in diverse tropical communities, understanding how traits mediate demographic responses to drought can help provide insight into the effects of climate change on these ecosystems. To understand tropical tree responses to reduced soil moisture, we grew seedlings of eight species across an experimental soil moisture gradient at the Luquillo Experimental Forest, Puerto Rico. We quantified survival and growth over an 8-month period and characterized demographic responses in terms of tolerance to low soil moisture-defined as survival and growth rates under low soil moisture conditions-and sensitivity to variation in soil moisture-defined as more pronounced changes in demographic rates across the observed range of soil moisture. We then compared demographic responses with interspecific variation in a suite of 11 (root, stem, and leaf) functional traits, measured on individuals that survived the experiment. Lower soil moisture was associated with reduced survival and growth but traits mediated species-specific responses. Species with relatively conservative traits (e.g., high leaf mass per area), had higher survival at low soil moisture whereas species with more extensive root systems were more sensitive to soil moisture, in that they exhibited more pronounced changes in growth across the experimental soil moisture gradient. Our results suggest that increasing drought will favor species with more conservative traits that confer greater survival in low soil moisture conditions.
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Affiliation(s)
- David Matlaga
- Department of BiologySusquehanna UniversitySelinsgrovePennsylvaniaUSA
| | - Roel Lammerant
- Plant Ecology and EvolutionUppsala UniversityUppsalaSweden
- Tvärminne Zoological StationUniversity of HelsinkiHankoFinland
| | - J. Aaron Hogan
- Department of BiologyUniversity of FloridaGainesvilleFloridaUSA
| | - María Uriarte
- Department of Ecology, Evolution and Environmental BiologyColumbia UniversityNew YorkNew YorkUSA
| | - Celimar Rodriguez‐Valle
- Department of Environmental SciencesUniversity of Puerto Rico‐Rio PiedrasSan JuanPuerto RicoUSA
| | - Jess K. Zimmerman
- Department of Environmental SciencesUniversity of Puerto Rico‐Rio PiedrasSan JuanPuerto RicoUSA
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3
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González-Melo A, Posada JM, Beauchêne J, Lehnebach R, Levionnois S, Derroire G, Clair B. The links between wood traits and species demography change during tree development in a lowland tropical rainforest. AOB PLANTS 2024; 16:plad090. [PMID: 38249523 PMCID: PMC10799319 DOI: 10.1093/aobpla/plad090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 12/19/2023] [Indexed: 01/23/2024]
Abstract
One foundational assumption of trait-based ecology is that traits can predict species demography. However, the links between traits and demographic rates are, in general, not as strong as expected. These weak associations may be due to the use of traits that are distantly related to performance, and/or the lack of consideration of size-related variations in both traits and demographic rates. Here, we examined how wood traits were related to demographic rates in 19 tree species from a lowland forest in eastern Amazonia. We measured 11 wood traits (i.e. structural, anatomical and chemical traits) in sapling, juvenile and adult wood; and related them to growth and mortality rates (MR) at different ontogenetic stages. The links between wood traits and demographic rates changed during tree development. At the sapling stage, relative growth rates (RGR) were negatively related to wood specific gravity (WSG) and total parenchyma fractions, while MR decreased with radial parenchyma fractions, but increased with vessel lumen area (VA). Juvenile RGR were unrelated to wood traits, whereas juvenile MR were negatively related to WSG and axial parenchyma fractions. At the adult stage, RGR scaled with VA and wood potassium concentrations. Adult MR were not predicted by any trait. Overall, the strength of the trait-demography associations decreased at later ontogenetic stages. Our results indicate that the associations between traits and demographic rates can change as trees age. Also, wood chemical or anatomical traits may be better predictors of growth and MR than WSG. Our findings are important to expand our knowledge on tree life-history variations and community dynamics in tropical forests, by broadening our understanding on the links between wood traits and demography during tree development.
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Affiliation(s)
- Andrés González-Melo
- Biology Department, Faculty of Natural Sciences, Universidad del Rosario, Avenida carrera 24 # 63C-69. Bogotá, Colombia
| | - Juan Manuel Posada
- Biology Department, Faculty of Natural Sciences, Universidad del Rosario, Avenida carrera 24 # 63C-69. Bogotá, Colombia
| | - Jacques Beauchêne
- CIRAD, UMR Ecologie des Forêts de Guyane (EcoFoG), AgroParisTech, CNRS, INRAE, Université des Antilles, Université de Guyane, 97337, France
| | - Romain Lehnebach
- CNRS, Laboratory of Botany and Modeling of Plant Architecture and Vegetation (UMR AMAP), 34398 Montpellier, France
| | - Sébastian Levionnois
- CNRS, UMR Ecologie des Forêts de Guyane (EcoFoG), AgroParisTech, CIRAD, INRAE, Université des Antilles, Universite de Guyane, Kourou, 97310France
| | - Géraldine Derroire
- CIRAD, UMR Ecologie des Forêts de Guyane (EcoFoG), AgroParisTech, CNRS, INRAE, Université des Antilles, Université de Guyane, 97337, France
| | - Bruno Clair
- CNRS, UMR Ecologie des Forêts de Guyane (EcoFoG), AgroParisTech, CIRAD, INRAE, Université des Antilles, Universite de Guyane, Kourou, 97310France
- Laboratoire de Mécanique de Génie Civil (LMGC), CNRS, Université de Montpellier, 34000, France
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4
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Aoyagi R, Condit R, Turner BL. Breakdown of the growth-mortality trade-off along a soil phosphorus gradient in a diverse tropical forest. Proc Biol Sci 2023; 290:20231348. [PMID: 37817599 PMCID: PMC10565392 DOI: 10.1098/rspb.2023.1348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 09/13/2023] [Indexed: 10/12/2023] Open
Abstract
An ecological paradigm predicts that plant species adapted to low resource availability grow slower and live longer than those adapted to high resource availability when growing together. We tested this by using hierarchical Bayesian analysis to quantify variations in growth and mortality of ca 40 000 individual trees from greater than 400 species in response to limiting resources in the tropical forests of Panama. In contrast to theoretical expectations of the growth-mortality paradigm, we find that tropical tree species restricted to low-phosphorus soils simultaneously achieve faster growth rates and lower mortality rates than species restricted to high-phosphorus soils. This result demonstrates that adaptation to phosphorus limitation in diverse plant communities modifies the growth-mortality trade-off, with important implications for understanding long-term ecosystem dynamics.
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Affiliation(s)
- Ryota Aoyagi
- The Hakubi Center for Advanced Research, Kyoto University, Yoshida-Konoe, Kyoto 606-8501, Japan
- Graduate School of Agriculture, Kyoto University, Kitashirakawa Oiwake-cho, Sakyo-ku, Kyoto 606-8502, Japan
| | - Richard Condit
- Field Museum of Natural History, 1400 S Lake Shore Dr., Chicago, IL 60605, USA
- Morton Arboretum, Lisle, IL 60532-1293, USA
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5
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Umaña MN, Needham J, Forero-Montaña J, Nytch CJ, Swenson NG, Thompson J, Uriarte M, Zimmerman JK. Demographic trade-offs and functional shifts in a hurricane-impacted tropical forest. ANNALS OF BOTANY 2023; 131:1051-1060. [PMID: 36702550 PMCID: PMC10457028 DOI: 10.1093/aob/mcad004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 01/20/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND AND AIMS Understanding shifts in the demographic and functional composition of forests after major natural disturbances has become increasingly relevant given the accelerating rates of climate change and elevated frequency of natural disturbances. Although plant demographic strategies are often described across a slow-fast continuum, severe and frequent disturbance events influencing demographic processes may alter the demographic trade-offs and the functional composition of forests. We examined demographic trade-offs and the shifts in functional traits in a hurricane-disturbed forest using long-term data from the Luquillo Forest Dynamics Plot (LFPD) in Puerto Rico. METHODS We analysed information on growth, survival, seed rain and seedling recruitment for 30 woody species in the LFDP. In addition, we compiled data on leaf, seed and wood functional traits that capture the main ecological strategies for plants. We used this information to identify the main axes of demographic variation for this forest community and evaluate shifts in community-weighted means for traits from 2000 to 2016. KEY RESULTS The previously identified growth-survival trade-off was not observed. Instead, we identified a fecundity-growth trade-off and an axis representing seedling-to-adult survival. Both axes formed dimensions independent of resprouting ability. Also, changes in tree species composition during the post-hurricane period reflected a directional shift from seedling and tree communities dominated by acquisitive towards conservative leaf economics traits and large seed mass. Wood specific gravity, however, did not show significant directional changes over time. CONCLUSIONS Our study demonstrates that tree demographic strategies coping with frequent storms and hurricane disturbances deviate from strategies typically observed in undisturbed forests, yet the shifts in functional composition still conform to the expected changes from acquisitive to conservative resource-uptake strategies expected over succession. In the face of increased rates of natural and anthropogenic disturbance in tropical regions, our results anticipate shifts in species demographic trade-offs and different functional dimensions.
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Affiliation(s)
- María Natalia Umaña
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI 48103, USA
| | - Jessica Needham
- Climate and Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | | | - Christopher J Nytch
- Department of Environmental Sciences, University of Puerto Rico, Río Piedras, PR 00936, USA
| | - Nathan G Swenson
- Department of Biological Sciences, University of Notre Dame, South Bend, IN 46556, USA
| | - Jill Thompson
- UK Centre for Ecology & Hydrology, Bush Estate, Penicuik, Midlothian EH26 0QB, UK
| | - María Uriarte
- Department of Ecology, Evolution & Environmental Biology, Columbia University, New York, NY 10027, USA
| | - Jess K Zimmerman
- Department of Biology, University of Puerto Rico, Río Piedras, PR 00931, USA
- Department of Environmental Sciences, University of Puerto Rico, Río Piedras, PR 00936, USA
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6
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Fortunel C. Winds of change. A commentary on 'Demographic trade-offs and functional shifts in a hurricane-impacted tropical forest'. ANNALS OF BOTANY 2023; 131:iii-v. [PMID: 37462966 PMCID: PMC10457024 DOI: 10.1093/aob/mcad076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/27/2023]
Abstract
This article comments on:
María Natalia Umaña, Jessica Needham, Jimena Forero-Montaña, Christopher J. Nytch, Nathan G. Swenson, Jill Thompson, María Uriarte and Jess K. Zimmerman. Demographic trade-offs and functional shifts in a hurricane-impacted tropical forest, Annals of Botany, Volume 131, Issue 7, 6 June 2023, Pages 1051–1060, https://doi.org/10.1093/aob/mcad004
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Affiliation(s)
- Claire Fortunel
- AMAP (Botanique et Modélisation de l’Architecture des Plantes et des Végétations), Université de Montpellier, CIRAD, CNRS, INRAE, IRD, Montpellier, France
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7
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Rowland L, Ramírez-Valiente JA, Hartley IP, Mencuccini M. How woody plants adjust above- and below-ground traits in response to sustained drought. THE NEW PHYTOLOGIST 2023. [PMID: 37306017 DOI: 10.1111/nph.19000] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 04/01/2023] [Indexed: 06/13/2023]
Abstract
Future increases in drought severity and frequency are predicted to have substantial impacts on plant function and survival. However, there is considerable uncertainty concerning what drought adjustment is and whether plants can adjust to sustained drought. This review focuses on woody plants and synthesises the evidence for drought adjustment in a selection of key above-ground and below-ground plant traits. We assess whether evaluating the drought adjustment of single traits, or selections of traits that operate on the same plant functional axis (e.g. photosynthetic traits) is sufficient, or whether a multi-trait approach, integrating across multiple axes, is required. We conclude that studies on drought adjustments in woody plants might overestimate the capacity for adjustment to drier environments if spatial studies along gradients are used, without complementary experimental approaches. We provide evidence that drought adjustment is common in above-ground and below-ground traits; however, whether this is adaptive and sufficient to respond to future droughts remains uncertain for most species. To address this uncertainty, we must move towards studying trait integration within and across multiple axes of plant function (e.g. above-ground and below-ground) to gain a holistic view of drought adjustments at the whole-plant scale and how these influence plant survival.
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Affiliation(s)
- Lucy Rowland
- Geography, Faculty of Environment, Science and Economy, University of Exeter, Exeter, EX4 4RJ, UK
| | | | - Iain P Hartley
- Geography, Faculty of Environment, Science and Economy, University of Exeter, Exeter, EX4 4RJ, UK
| | - Maurizio Mencuccini
- CREAF, Campus de Bellaterra (UAB), Cerdanyola del Vallés, Barcelona, 08193, Spain
- ICREA, Barcelona, 08010, Spain
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8
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McNichol BH, Russo SE. Plant Species' Capacity for Range Shifts at the Habitat and Geographic Scales: A Trade-Off-Based Framework. PLANTS (BASEL, SWITZERLAND) 2023; 12:1248. [PMID: 36986935 PMCID: PMC10056461 DOI: 10.3390/plants12061248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 02/18/2023] [Accepted: 02/20/2023] [Indexed: 06/18/2023]
Abstract
Climate change is causing rapid shifts in the abiotic and biotic environmental conditions experienced by plant populations, but we lack generalizable frameworks for predicting the consequences for species. These changes may cause individuals to become poorly matched to their environments, potentially inducing shifts in the distributions of populations and altering species' habitat and geographic ranges. We present a trade-off-based framework for understanding and predicting whether plant species may undergo range shifts, based on ecological strategies defined by functional trait variation. We define a species' capacity for undergoing range shifts as the product of its colonization ability and the ability to express a phenotype well-suited to the environment across life stages (phenotype-environment matching), which are both strongly influenced by a species' ecological strategy and unavoidable trade-offs in function. While numerous strategies may be successful in an environment, severe phenotype-environment mismatches result in habitat filtering: propagules reach a site but cannot establish there. Operating within individuals and populations, these processes will affect species' habitat ranges at small scales, and aggregated across populations, will determine whether species track climatic changes and undergo geographic range shifts. This trade-off-based framework can provide a conceptual basis for species distribution models that are generalizable across plant species, aiding in the prediction of shifts in plant species' ranges in response to climate change.
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Affiliation(s)
- Bailey H. McNichol
- School of Biological Sciences, University of Nebraska–Lincoln, 1101 T Street, 402 Manter Hall, Lincoln, NE 68588-0118, USA;
| | - Sabrina E. Russo
- School of Biological Sciences, University of Nebraska–Lincoln, 1101 T Street, 402 Manter Hall, Lincoln, NE 68588-0118, USA;
- Center for Plant Science Innovation, University of Nebraska–Lincoln, 1901 Vine Street, N300 Beadle Center, Lincoln, NE 68588-0118, USA
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9
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Campana SE, Smoliński S, Black BA, Morrongiello JR, Alexandroff SJ, Andersson C, Bogstad B, Butler PG, Denechaud C, Frank DC, Geffen AJ, Godiksen JA, Grønkjaer P, Hjörleifsson E, Jónsdóttir IG, Meekan M, Mette M, Tanner SE, van der Sleen P, von Leesen G. Growth portfolios buffer climate-linked environmental change in marine systems. Ecology 2023; 104:e3918. [PMID: 36342309 DOI: 10.1002/ecy.3918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 10/04/2022] [Accepted: 10/07/2022] [Indexed: 11/09/2022]
Abstract
Large-scale, climate-induced synchrony in the productivity of fish populations is becoming more pronounced in the world's oceans. As synchrony increases, a population's "portfolio" of responses can be diminished, in turn reducing its resilience to strong perturbation. Here we argue that the costs and benefits of trait synchronization, such as the expression of growth rate, are context dependent. Contrary to prevailing views, synchrony among individuals could actually be beneficial for populations if growth synchrony increases during favorable conditions, and then declines under poor conditions when a broader portfolio of responses could be useful. Importantly, growth synchrony among individuals within populations has seldom been measured, despite well-documented evidence of synchrony across populations. Here, we used century-scale time series of annual otolith growth to test for changes in growth synchronization among individuals within multiple populations of a marine keystone species (Atlantic cod, Gadus morhua). On the basis of 74,662 annual growth increments recorded in 13,749 otoliths, we detected a rising conformity in long-term growth rates within five northeast Atlantic cod populations in response to both favorable growth conditions and a large-scale, multidecadal mode of climate variability similar to the East Atlantic Pattern. The within-population synchrony was distinct from the across-population synchrony commonly reported for large-scale environmental drivers. Climate-linked, among-individual growth synchrony was also identified in other Northeast Atlantic pelagic, deep-sea and bivalve species. We hypothesize that growth synchrony in good years and growth asynchrony in poorer years reflects adaptive trait optimization and bet hedging, respectively, that could confer an unexpected, but pervasive and stabilizing, impact on marine population productivity in response to large-scale environmental change.
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Affiliation(s)
- Steven E Campana
- Life and Environmental Sciences, University of Iceland, Reykjavik, Iceland
| | - Szymon Smoliński
- Institute of Marine Research, Bergen, Norway.,National Marine Fisheries Research Institute, Gdynia, Poland
| | - Bryan A Black
- Laboratory of Tree-Ring Research, University of Arizona, Tuscon, Arizona, USA
| | - John R Morrongiello
- School of BioSciences, University of Melbourne, Melbourne, Victoria, Australia
| | - Stella J Alexandroff
- Centre for Geography and Environmental Sciences, University of Exeter, Penryn, UK
| | - Carin Andersson
- NORCE Norwegian Research Centre, Bjerknes Centre for Climate Research, Bergen, Norway
| | | | - Paul G Butler
- Centre for Geography and Environmental Sciences, University of Exeter, Penryn, UK
| | - Côme Denechaud
- Institute of Marine Research, Bergen, Norway.,Department of Biological Sciences, University of Bergen, Bergen, Norway
| | - David C Frank
- Laboratory of Tree-Ring Research, University of Arizona, Tuscon, Arizona, USA
| | - Audrey J Geffen
- Department of Biological Sciences, University of Bergen, Bergen, Norway
| | | | - Peter Grønkjaer
- Aquatic Biology, Department of Biology, Aarhus University, Aarhus, Denmark
| | | | | | - Mark Meekan
- Australian Institute of Marine Science, Perth, Western Australia, Australia
| | - Madelyn Mette
- U.S. Geological Survey, St. Petersburg Coastal and Marine Science Center, St. Petersburg, Florida, USA
| | - Susanne E Tanner
- Marine and Environmental Sciences Centre and Department of Animal Biology, Faculty of Sciences, University of Lisbon, Lisbon, Portugal
| | - Peter van der Sleen
- Wildlife Ecology and Conservation Group and Forest Ecology and Management Group, Wageningen University and Research Centre, Wageningen, The Netherlands
| | - Gotje von Leesen
- Life and Environmental Sciences, University of Iceland, Reykjavik, Iceland.,Aquatic Biology, Department of Biology, Aarhus University, Aarhus, Denmark
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10
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Zhao K, Liu D, Chen Y, Feng J, He D, Huang C, Wang Z. Trait-mediated leaf retention of atmospheric particulate matter in fourteen tree species in southern China. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:33609-33623. [PMID: 36484939 DOI: 10.1007/s11356-022-24638-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 12/03/2022] [Indexed: 06/17/2023]
Abstract
Particulate air pollution is a serious threat to human health, especially in urban areas, and trees can act as biological filters and improve air quality. However, studies on greening tree species selection are rare. We measured three particular matter adsorption metrics (PM2.5, PM2.5-10, and PM>10 captured per leaf area) and six functional traits for each of fourteen species and estimated their minimum light requirements based on field surveys. We found that shade-tolerant species captured more coarse particles (PM2.5-10) than light-demanding species. For traits, a strong negative correlation was found between photosynthetic capacity and adsorption capacity for all three PM size fractions, indicating that in comparison to acquisitive species, conservative species captured larger amounts of particles. Moreover, denser wood species and smaller leaves were more efficient in capturing large particles (PM>10), while species with "expensive" leaves (high leaf N or P) were more efficient in capturing fine particles (PM2.5), indicating that capturing large and fine particles was related to mechanical stability traits and leaf surface traits, respectively. Our results demonstrated that the metabolism (e.g., photosynthetic capacity) and chemistry (e.g., leaf N and leaf P) of leaves help explain species capacity to capture PM. We encourage future studies to investigate the ecosystem functions and stress tolerance of tree species with the same framework and trait-based methods.
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Affiliation(s)
- Kangning Zhao
- School of Architecture, University of South China, Hengyang, 421001, China.
| | - Dandan Liu
- School of Architecture, University of South China, Hengyang, 421001, China
| | - Yongfa Chen
- School of Ecology, Sun Yat-Sen University, Guangzhou, 510275, China
| | - Jiayi Feng
- South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, 510520, China
| | - Dong He
- School of Ecological and Environmental Sciences, East China Normal University, Shanghai, 200062, China
| | - Chunhua Huang
- School of Architecture, University of South China, Hengyang, 421001, China
| | - Zhiyuan Wang
- School of Architecture, University of South China, Hengyang, 421001, China
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11
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Helmer EH, Kay S, Marcano-Vega H, Powers JS, Wood TE, Zhu X, Gwenzi D, Ruzycki TS. Multiscale predictors of small tree survival across a heterogeneous tropical landscape. PLoS One 2023; 18:e0280322. [PMID: 36920898 PMCID: PMC10016699 DOI: 10.1371/journal.pone.0280322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 12/27/2022] [Indexed: 03/16/2023] Open
Abstract
Uncertainties about controls on tree mortality make forest responses to land-use and climate change difficult to predict. We tracked biomass of tree functional groups in tropical forest inventories across Puerto Rico and the U.S. Virgin Islands, and with random forests we ranked 86 potential predictors of small tree survival (young or mature stems 2.5-12.6 cm diameter at breast height). Forests span dry to cloud forests, range in age, geology and past land use and experienced severe drought and storms. When excluding species as a predictor, top predictors are tree crown ratio and height, two to three species traits and stand to regional factors reflecting local disturbance and the system state (widespread recovery, drought, hurricanes). Native species, and species with denser wood, taller maximum height, or medium typical height survive longer, but short trees and species survive hurricanes better. Trees survive longer in older stands and with less disturbed canopies, harsher geoclimates (dry, edaphically dry, e.g., serpentine substrates, and highest-elevation cloud forest), or in intervals removed from hurricanes. Satellite image phenology and bands, even from past decades, are top predictors, being sensitive to vegetation type and disturbance. Covariation between stand-level species traits and geoclimate, disturbance and neighboring species types may explain why most neighbor variables, including introduced vs. native species, had low or no importance, despite univariate correlations with survival. As forests recovered from a hurricane in 1998 and earlier deforestation, small trees of introduced species, which on average have lighter wood, died at twice the rate of natives. After hurricanes in 2017, the total biomass of trees ≥12.7 cm dbh of the introduced species Spathodea campanulata spiked, suggesting that more frequent hurricanes might perpetuate this light-wooded species commonness. If hurricane recovery favors light-wooded species while drought favors others, climate change influences on forest composition and ecosystem services may depend on the frequency and severity of extreme climate events.
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Affiliation(s)
- Eileen H. Helmer
- USDA Forest Service, International Institute of Tropical Forestry, Río Piedras, Puerto Rico, United States of America
- * E-mail:
| | - Shannon Kay
- USDA Forest Service, Rocky Mountain Research Station Fort Collins, Fort Collins, Colorado, United States of America
| | - Humfredo Marcano-Vega
- USDA Forest Service, International Institute of Tropical Forestry, Río Piedras, Puerto Rico, United States of America
- USDA Forest Service, Southern Research Station, Asheville, NC, United States of America
| | - Jennifer S. Powers
- Departments of Ecology, Evolution and Behavior and Plant and Microbial Biology, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Tana E. Wood
- USDA Forest Service, International Institute of Tropical Forestry, Río Piedras, Puerto Rico, United States of America
| | - Xiaolin Zhu
- Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hung Hom, Hong Kong
| | - David Gwenzi
- Department of Environmental Science & Management, Cal Poly Humboldt State University, Arcata, California, United States of America
| | - Thomas S. Ruzycki
- Center for Environmental Management of Military Lands, Colorado State University, Fort Collins, Colorado, United States of America
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12
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Maschler J, Bialic‐Murphy L, Wan J, Andresen LC, Zohner CM, Reich PB, Lüscher A, Schneider MK, Müller C, Moser G, Dukes JS, Schmidt IK, Bilton MC, Zhu K, Crowther TW. Links across ecological scales: Plant biomass responses to elevated CO 2. GLOBAL CHANGE BIOLOGY 2022; 28:6115-6134. [PMID: 36069191 PMCID: PMC9825951 DOI: 10.1111/gcb.16351] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 07/06/2022] [Indexed: 06/04/2023]
Abstract
The degree to which elevated CO2 concentrations (e[CO2 ]) increase the amount of carbon (C) assimilated by vegetation plays a key role in climate change. However, due to the short-term nature of CO2 enrichment experiments and the lack of reconciliation between different ecological scales, the effect of e[CO2 ] on plant biomass stocks remains a major uncertainty in future climate projections. Here, we review the effect of e[CO2 ] on plant biomass across multiple levels of ecological organization, scaling from physiological responses to changes in population-, community-, ecosystem-, and global-scale dynamics. We find that evidence for a sustained biomass response to e[CO2 ] varies across ecological scales, leading to diverging conclusions about the responses of individuals, populations, communities, and ecosystems. While the distinct focus of every scale reveals new mechanisms driving biomass accumulation under e[CO2 ], none of them provides a full picture of all relevant processes. For example, while physiological evidence suggests a possible long-term basis for increased biomass accumulation under e[CO2 ] through sustained photosynthetic stimulation, population-scale evidence indicates that a possible e[CO2 ]-induced increase in mortality rates might potentially outweigh the effect of increases in plant growth rates on biomass levels. Evidence at the global scale may indicate that e[CO2 ] has contributed to increased biomass cover over recent decades, but due to the difficulty to disentangle the effect of e[CO2 ] from a variety of climatic and land-use-related drivers of plant biomass stocks, it remains unclear whether nutrient limitations or other ecological mechanisms operating at finer scales will dampen the e[CO2 ] effect over time. By exploring these discrepancies, we identify key research gaps in our understanding of the effect of e[CO2 ] on plant biomass and highlight the need to integrate knowledge across scales of ecological organization so that large-scale modeling can represent the finer-scale mechanisms needed to constrain our understanding of future terrestrial C storage.
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Affiliation(s)
- Julia Maschler
- Institute of Integrative BiologyETH Zurich (Swiss Federal Institute of Technology)ZurichSwitzerland
| | - Lalasia Bialic‐Murphy
- Institute of Integrative BiologyETH Zurich (Swiss Federal Institute of Technology)ZurichSwitzerland
| | - Joe Wan
- Institute of Integrative BiologyETH Zurich (Swiss Federal Institute of Technology)ZurichSwitzerland
| | | | - Constantin M. Zohner
- Institute of Integrative BiologyETH Zurich (Swiss Federal Institute of Technology)ZurichSwitzerland
| | - Peter B. Reich
- Department of Forest ResourcesUniversity of MinnesotaSt. PaulMinnesotaUSA
- Hawkesbury Institute for the EnvironmentWestern Sydney UniversityPenrithNew South WalesAustralia
- Institute for Global Change Biology, and School for the Environment and SustainabilityUniversity of MichiganAnn ArborMichiganUSA
| | - Andreas Lüscher
- ETH ZurichInstitute of Agricultural ScienceZurichSwitzerland
- Agroscope, Forage Production and Grassland SystemsZurichSwitzerland
| | - Manuel K. Schneider
- ETH ZurichInstitute of Agricultural ScienceZurichSwitzerland
- Agroscope, Forage Production and Grassland SystemsZurichSwitzerland
| | - Christoph Müller
- Institute of Plant EcologyJustus Liebig UniversityGiessenGermany
- School of Biology and Environmental Science and Earth InstituteUniversity College DublinDublinIreland
| | - Gerald Moser
- Institute of Plant EcologyJustus Liebig UniversityGiessenGermany
| | - Jeffrey S. Dukes
- Department of Forestry and Natural ResourcesPurdue UniversityWest LafayetteIndianaUSA
- Department of Biological SciencesPurdue UniversityWest LafayetteIndianaUSA
- Department of Global EcologyCarnegie Institution for ScienceStanfordCaliforniaUSA
| | - Inger Kappel Schmidt
- Geosciences and Natural Resource ManagementUniversity of CopenhagenCopenhagenDenmark
| | - Mark C. Bilton
- Department of Agriculture and Natural Resources SciencesNamibia University of Science and Technology (NUST)WindhoekNamibia
| | - Kai Zhu
- Department of Environmental StudiesUniversity of CaliforniaSanta CruzCaliforniaUSA
| | - Thomas W. Crowther
- Institute of Integrative BiologyETH Zurich (Swiss Federal Institute of Technology)ZurichSwitzerland
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13
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Aiba S, Namikawa K, Matsui T, Abo E, Miyazaki S, Tsuzuki Y, Bayarsaikhan D. Stand dynamics over 15 years including an outlying population of
Fagus crenata
at the northern margin of its distribution range in Hokkaido, Japan. Ecol Res 2022. [DOI: 10.1111/1440-1703.12367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Shin‐Ichiro Aiba
- Faculty of Environmental Earth Science Hokkaido University Sapporo Japan
| | - Kanji Namikawa
- Biological Laboratory, Sapporo Campus Hokkaido University of Education Sapporo Japan
| | - Tetsuya Matsui
- Forestry and Forest Products Research Institute Ibaraki Japan
- Faculty of Life and Environmental Sciences University of Tsukuba Ibaraki Japan
| | - Eri Abo
- Graduate School of Environmental Science Hokkaido University Sapporo Japan
- Japan Forest Technology Association Tokyo Japan
| | - Seiji Miyazaki
- Graduate School of Environmental Science Hokkaido University Sapporo Japan
| | - Yoichi Tsuzuki
- Graduate School of Environmental Science Hokkaido University Sapporo Japan
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14
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Russo SE, Ledder G, Muller EB, Nisbet RM. Dynamic Energy Budget models: fertile ground for understanding resource allocation in plants in a changing world. CONSERVATION PHYSIOLOGY 2022; 10:coac061. [PMID: 36128259 PMCID: PMC9477497 DOI: 10.1093/conphys/coac061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 06/08/2022] [Accepted: 08/17/2022] [Indexed: 06/15/2023]
Abstract
Climate change is having dramatic effects on the diversity and distribution of species. Many of these effects are mediated by how an organism's physiological patterns of resource allocation translate into fitness through effects on growth, survival and reproduction. Empirically, resource allocation is challenging to measure directly and so has often been approached using mathematical models, such as Dynamic Energy Budget (DEB) models. The fact that all plants require a very similar set of exogenous resources, namely light, water and nutrients, integrates well with the DEB framework in which a small number of variables and processes linked through pathways represent an organism's state as it changes through time. Most DEB theory has been developed in reference to animals and microorganisms. However, terrestrial vascular plants differ from these organisms in fundamental ways that make resource allocation, and the trade-offs and feedbacks arising from it, particularly fundamental to their life histories, but also challenging to represent using existing DEB theory. Here, we describe key features of the anatomy, morphology, physiology, biochemistry, and ecology of terrestrial vascular plants that should be considered in the development of a generic DEB model for plants. We then describe possible approaches to doing so using existing DEB theory and point out features that may require significant development for DEB theory to accommodate them. We end by presenting a generic DEB model for plants that accounts for many of these key features and describing gaps that would need to be addressed for DEB theory to predict the responses of plants to climate change. DEB models offer a powerful and generalizable framework for modelling resource allocation in terrestrial vascular plants, and our review contributes a framework for expansion and development of DEB theory to address how plants respond to anthropogenic change.
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Affiliation(s)
- Sabrina E Russo
- School of Biological Sciences, University of Nebraska, 1104 T Street Lincoln, Nebraska 68588-0118, USA
- Center for Plant Science Innovation, University of Nebraska, 1901 Vine Street, N300 Beadle Center, Lincoln, Nebraska 68588-0660, USA
| | - Glenn Ledder
- Department of Mathematics, University of Nebraska, 203 Avery Hall, Lincoln, Nebraska 68588-0130, USA
| | - Erik B Muller
- Marine Science Institute, University of California, Santa Barbara, California 93106, USA
- Institut für Biologische Analytik und Consulting IBACON GmbH, Arheilger Weg 17 Roß dorf, Hesse D-64380, Germany
| | - Roger M Nisbet
- Marine Science Institute, University of California, Santa Barbara, California 93106, USA
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, California 93106, USA
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15
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Smith SW, Rahman NEB, Harrison ME, Shiodera S, Giesen W, Lampela M, Wardle DA, Chong KY, Agusti R, Wijedasa LS, Teo PY, Fatimah YA, Teng NT, Yeo JKQ, Alam MJ, Brugues Sintes P, Darusman T, Graham LLB, Katoppo DR, Kojima K, Kusin K, Lestari DP, Metali F, Morrogh‐Bernard HC, Nahor MB, Napitupulu RRP, Nasir D, Nath TK, Nilus R, Norisada M, Rachmanadi D, Rachmat HH, Ripoll Capilla B, Salahuddin, Santosa PB, Sukri RS, Tay B, Tuah W, Wedeux BMM, Yamanoshita T, Yokoyama EY, Yuwati TW, Lee JSH. Tree species that ‘live slow, die older’ enhance tropical peat swamp restoration: evidence from a systematic review. J Appl Ecol 2022. [DOI: 10.1111/1365-2664.14232] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Stuart W. Smith
- Asian School of Environment Nanyang Technological University Singapore
- Department of Physical Geography Stockholm University Sweden
| | | | - Mark E. Harrison
- Centre for Ecology and Conservation, College of Life and Environmental Sciences University of Exeter UK
- School of Geography, Geology and the Environment University of Leicester UK
| | - Satomi Shiodera
- Department of Global Liberal Studies, Faculty of Global Liberal Studies Nanzan University Japan
- Centre for Southeast Asian Studies Kyoto University Japan
- Research Institute for Humanity and Nature Japan
| | - Wim Giesen
- Euroconsult Mott MacDonald the Netherlands
- Naturalis Biodiversity Centre the Netherlands
| | - Maija Lampela
- Environmental Research Institute National University of Singapore Singapore
- Department of Forest Sciences University of Helsinki Finland
| | - David A. Wardle
- Asian School of Environment Nanyang Technological University Singapore
| | - Kwek Yan Chong
- Singapore Botanic Gardens, National Parks Board Singapore
- Department of Biological Sciences National University of Singapore Singapore
| | - Randi Agusti
- Environmental Research Institute National University of Singapore Singapore
- Natural Kapital Indonesia Pontianak Indonesia
| | - Lahiru S. Wijedasa
- Environmental Research Institute National University of Singapore Singapore
- BirdLife International Cambridge UK
- ConservationLinks Pvt Ltd Singapore
| | - Pei Yun Teo
- Asian School of Environment Nanyang Technological University Singapore
- Future Cities Lab Global Singapore‐ETH Centre Singapore
| | - Yuti A. Fatimah
- Asian School of Environment Nanyang Technological University Singapore
| | | | - Joanne K. Q. Yeo
- Asian School of Environment Nanyang Technological University Singapore
| | - M. Jahangir Alam
- School of Environmental and Geographical Sciences University of Nottingham Malaysia Malaysia
| | | | | | - Laura L. B. Graham
- Borneo Orangutan Survival Foundation Indonesia
- Tropical Forests and People Research Centre University of the Sunshine Coast Australia
| | | | - Katsumi Kojima
- Asian Research Center for Bioresource and Environmental Sciences, Graduate School of Agricultural and Life Sciences The University of Tokyo Japan
| | - Kitso Kusin
- Centre for the International Cooperation in Sustainable Management of Tropical Peatlands University of Palangka Raya Indonesia
| | | | - Faizah Metali
- Faculty of Science, Universiti Brunei Darussalam Brunei Darussalam
| | - Helen C. Morrogh‐Bernard
- Centre for Ecology and Conservation, College of Life and Environmental Sciences University of Exeter UK
| | | | | | - Darmae Nasir
- Centre for the International Cooperation in Sustainable Management of Tropical Peatlands University of Palangka Raya Indonesia
| | - Tapan Kumar Nath
- School of Environmental and Geographical Sciences University of Nottingham Malaysia Malaysia
| | | | - Mariko Norisada
- Asian Research Center for Bioresource and Environmental Sciences, Graduate School of Agricultural and Life Sciences The University of Tokyo Japan
| | - Dony Rachmanadi
- Research Center of Ecology and Ethnobiology, National Research and Innovation Agency (BRIN) Indonesia
| | - Henti H. Rachmat
- Research Center of Ecology and Ethnobiology, National Research and Innovation Agency (BRIN) Indonesia
| | | | - Salahuddin
- Yayasan Borneo Nature Indonesia, Palangka Raya, Central Kalimantan Indonesia
- Centre for the International Cooperation in Sustainable Management of Tropical Peatlands University of Palangka Raya Indonesia
| | - Purwanto B. Santosa
- Research Center of Plant Conservation, Botanical Garden and Forestry, National Research and Innovation Agency (BRIN) Indonesia
| | - Rahayu S. Sukri
- Institute for Biodiversity and Environmental Research Universiti Brunei Darussalam Brunei Darussalam
| | | | - Wardah Tuah
- Institute for Biodiversity and Environmental Research Universiti Brunei Darussalam Brunei Darussalam
| | - Béatrice M. M. Wedeux
- Department of Plant Sciences University of Cambridge Conservation Research Institute Cambridge UK
| | - Takashi Yamanoshita
- Asian Research Center for Bioresource and Environmental Sciences, Graduate School of Agricultural and Life Sciences The University of Tokyo Japan
| | | | - Tri Wira Yuwati
- Research Center of Ecology and Ethnobiology, National Research and Innovation Agency (BRIN) Indonesia
| | - Janice S. H. Lee
- Asian School of Environment Nanyang Technological University Singapore
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16
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Zuidema PA, van der Sleen P. Seeing the forest through the trees: how tree-level measurements can help understand forest dynamics. THE NEW PHYTOLOGIST 2022; 234:1544-1546. [PMID: 35478328 DOI: 10.1111/nph.18144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 04/04/2022] [Indexed: 06/14/2023]
Affiliation(s)
- Pieter A Zuidema
- Forest Ecology and Forest Management Group, Wageningen University, PO Box 47, 6700 AA, Wageningen, the Netherlands
| | - Peter van der Sleen
- Forest Ecology and Forest Management Group, Wageningen University, PO Box 47, 6700 AA, Wageningen, the Netherlands
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17
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Detto M, Levine JM, Pacala SW. Maintenance of high diversity in mechanistic forest dynamics models of competition for light. ECOL MONOGR 2022. [DOI: 10.1002/ecm.1500] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Matteo Detto
- Department of Ecology and Evolutionary Biology Princeton University Princeton New Jersey USA
| | - Jonathan M. Levine
- Department of Ecology and Evolutionary Biology Princeton University Princeton New Jersey USA
| | - Stephen W. Pacala
- Department of Ecology and Evolutionary Biology Princeton University Princeton New Jersey USA
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