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Chimphango SBM, MacAlister D, Ogola JBO, Muasya AM. Growth-defence carbon allocation is complementary for enhanced crop yield under drought and heat stress in tolerant chickpea genotypes. JOURNAL OF PLANT PHYSIOLOGY 2025; 307:154473. [PMID: 40086341 DOI: 10.1016/j.jplph.2025.154473] [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: 12/04/2024] [Revised: 03/07/2025] [Accepted: 03/07/2025] [Indexed: 03/16/2025]
Abstract
Non-structural carbohydrates (NSC) are major substrates for primary and secondary plant metabolism with various functions including growth, storage of carbon (C) and energy, osmotic adjustment and synthesis of antioxidants for defence against biotic and abiotic stresses. The allocation of C to growth and defence molecules is labelled antagonistic because it is perceived that limited photosynthates produced under stress is allocated preferentially to defence molecules at the expense of growth, leading to the development of the growth-defence trade-off concept. Several studies and literature reviews have provided evidence both in support and against the growth-defence trade-off. Therefore, it remains unclear whether the allocation of NSC to storage and defence molecules is at the expense of plant growth, especially in annual or short-lived flowering plants. This article reviews literature on sugar and antioxidant metabolism in tolerant/desi and sensitive/kabuli genotypes of chickpea under drought and heat stress conditions. The results show that some of the desi genotypes and drought and heat stress tolerant genotypes accumulated greater NSC, proline or antioxidant enzymes and produced higher biomass and seed yield than kabuli and sensitive genotypes under stress. This is new evidence to support the view that plants accumulate NSC and secondary metabolites and grow at the same time under drought and heat stress conditions which implies complementary allocation of C to growth and defence metabolism. Understanding the growth-defence trade-off and its application is important as it affects plant growth, seed yield, and plant fitness in both natural ecosystems and crop improvement programmes in agriculture.
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Affiliation(s)
- Samson B M Chimphango
- Department of Biological Sciences, University of Cape Town, Private Bag X3, Rondebosch, 7701, South Africa.
| | - Dunja MacAlister
- Department of Biological Sciences, University of Cape Town, Private Bag X3, Rondebosch, 7701, South Africa
| | - John B O Ogola
- Department of Plant and Soil Sciences, University of Venda, Private Bag X5050, Thohoyandou, 0950, South Africa
| | - A Muthama Muasya
- Department of Biological Sciences, University of Cape Town, Private Bag X3, Rondebosch, 7701, South Africa
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2
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Hu H, Liu X, He Y, Feng J, Xu Y, Jing J. Legacy effects of precipitation change: Theories, dynamics, and applications. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2025; 373:123729. [PMID: 39693973 DOI: 10.1016/j.jenvman.2024.123729] [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: 05/02/2024] [Revised: 11/27/2024] [Accepted: 12/10/2024] [Indexed: 12/20/2024]
Abstract
The intensification of climate-induced precipitation change poses a dual challenge to terrestrial ecosystems: immediate effects on their structure and function, coupled with legacy effects that persist beyond the cessation of precipitation change. Quantifying these legacy effects accurately can greatly assist in assessing the long-term impact of precipitation change. However, their broader understanding is just beginning. Therefore, this review endeavors to synthesize the existing knowledge concerning the legacy effects of precipitation change, elucidating their nature, characteristics, driving factors, and implications, thereby fostering further advancements in this research domain. To begin, we define that precipitation legacies are carried by the information and/or material remnants arising from previous precipitation change, with the enduring impacts of these remnants (precipitation legacy carriers) on the current ecosystem being termed the precipitation legacy effects. To comprehensively investigate the performances of precipitation legacy effects, we introduce a multi-faceted characterization framework, encompassing magnitude, direction, duration, and spatial-temporal variability. This framework is complemented by a proposed sequential analysis approach, spanning the pre-, during, and post-precipitation change phases. Next, we emphasize that the nature of precipitation legacy carriers and the pattern of precipitation change jointly determine the characteristics of precipitation legacy effect. Subsequently, we elucidate the possible carriers of precipitation legacies across species, community, and ecosystem levels, as well as the linkages among these carriers and levels, thereby introducing the underlying formation mechanism of precipitation legacy effects. Lastly, from the perspective of ecosystem stability debt, we propose potential applications of precipitation legacy effects in future climate change research. The viewpoints and methodologies outlined in this review can deepen our comprehension of precipitation legacy effects, contributing to the comprehensive assessment of precipitation impact on soil-vegetation systems and providing guidance for formulating effective strategies to address future climate change.
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Affiliation(s)
- Hongjiao Hu
- Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, China; Naiman Desertification Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, 730000, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Xinping Liu
- Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, China; Naiman Desertification Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, 730000, China.
| | - Yuhui He
- Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, China; Lanzhou Ecological Agriculture Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, 730000, China
| | - Jie Feng
- Forestry and Grassland Research Institute of Tongliao, Tongliao, 010020, China
| | - Yuanzhi Xu
- Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, China; Naiman Desertification Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, 730000, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jiaqi Jing
- Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, China; Naiman Desertification Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, 730000, China; University of Chinese Academy of Sciences, Beijing, 100049, China
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3
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Mmbando GS. The link between changing in host carbon allocation and resistance to Magnaporthe oryzae: a possible tactic for mitigating the rice blast fungus. PLANT SIGNALING & BEHAVIOR 2024; 19:2326870. [PMID: 38465846 PMCID: PMC10936674 DOI: 10.1080/15592324.2024.2326870] [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: 01/29/2024] [Accepted: 02/29/2024] [Indexed: 03/12/2024]
Abstract
One of the most destructive diseases affecting rice is rice blast, which is brought on by the rice blast fungus Magnaporthe oryzae. The preventive measures, however, are not well established. To effectively reduce the negative effects of rice blasts on crop yields, it is imperative to comprehend the dynamic interactions between pathogen resistance and patterns of host carbon allocation. This review explores the relationship between variations in carbon allocation and rice plants' ability to withstand the damaging effects of M. oryzae. The review highlights potential strategies for altering host carbon allocation including transgenic, selective breeding, crop rotation, and nutrient management practices as a promising avenue for enhancing rice blast resistance. This study advances our knowledge of the interaction between plants' carbon allocation and M. oryzae resistance and provides stakeholders and farmers with practical guidance on mitigating the adverse effects of the rice blast globally. This information may be used in the future to create varieties that are resistant to M. oryzae.
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Affiliation(s)
- Gideon Sadikiel Mmbando
- Department of Biology, College of Natural and Mathematical Sciences, University of Dodoma, Dodoma, Tanzania
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4
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Signori-Müller C, Galbraith D, Tavares JV, Reis SM, Diniz FC, Gilpin M, Marimon BS, van der Heijden GMF, Borges C, Cintra BBL, Mião S, Morandi PS, Nina A, Salas Yupayccana CA, Marca Zevallos MJ, Cosio EG, Junior BHM, Mendoza AM, Phillips O, Salinas N, Vasquez R, Mencuccini M, Oliveira RS. Tropical forest lianas have greater non-structural carbohydrate concentrations in the stem xylem than trees. TREE PHYSIOLOGY 2024; 44:159-172. [PMID: 37584458 PMCID: PMC12086676 DOI: 10.1093/treephys/tpad096] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 07/17/2023] [Accepted: 08/08/2023] [Indexed: 08/17/2023]
Abstract
Lianas (woody vines) are important components of tropical forests and are known to compete with host trees for resources, decrease tree growth and increase tree mortality. Given the observed increases in liana abundance in some forests and their impacts on forest function, an integrated understanding of carbon dynamics of lianas and liana-infested trees is critical for improved prediction of tropical forest responses to climate change. Non-structural carbohydrates (NSC) are the main substrate for plant metabolism (e.g. growth, respiration), and have been implicated in enabling tree survival under environmental stress, but little is known of how they vary among life-forms or of how liana infestation impacts host tree NSC. We quantified stem xylem total NSC concentrations and its fractions (starch and soluble sugars) in trees without liana infestation, trees with ˃50% of the canopy covered by lianas, and the lianas infesting those trees. We hypothesized that (i) liana infestation depletes NSC storage in host trees by reducing carbon assimilation due to competition for resources; (ii) trees and lianas, which greatly differ in functional traits related to water transport and carbon uptake, would also have large differences in NSC storage. As water availability has a significant role in NSC dynamics of Amazonian tree species, we tested these hypotheses within a moist site in western Amazonia and a drier site in southern Amazonia. We did not find any difference in NSC, starch or soluble sugar concentrations between infested and non-infested trees, in either site. This result suggests that negative liana impact on trees may be mediated through mechanisms other than depletion of host tree NSC concentrations. We found lianas have higher stem NSC and starch than trees in both sites. The consistent differences in starch concentrations, a long-term NSC reserve, between life forms across sites reflect differences in lianas and trees carbon gain and use. Soluble sugar concentrations were higher in lianas than in trees in the moist site but indistinguishable between life forms in the dry site. The lack of difference in soluble sugars between trees and lianas in the dry site emphasizes the importance of this NSC fraction for the metabolism of plants occurring in water limited environments. Abstracts in Portuguese and Spanish are available in the supplementary material.
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Affiliation(s)
- Caroline Signori-Müller
- Faculty of Environment, Science and Economy, University of Exeter, Exeter EX4 4QE, UK
- Department of Plant Biology, Programa de Pós Graduação em Biologia Vegetal, Institute of Biology, University of Campinas, Campinas 13083-862, Brazil
- School of Geography, University of Leeds, Leeds LS2 9JT, UK
| | | | - Julia V Tavares
- School of Geography, University of Leeds, Leeds LS2 9JT, UK
- Department of Ecology and Genetics, Uppsala University, Uppsala 756 51, Sweden
| | - Simone M Reis
- Programa de Pós-Graduação da Rede de Biodiversidade e Biotecnologia da Amazônia Legal (BIONORTE), UFAM–UNEMAT, Nova Xavantina 78690-000, Brazil
- Laboratório de Ecologia Vegetal, Universidade do Estado de Mato Grosso, Nova Xavantina 78690-000, Brazil
- School of Geography and the Environment, Environmental Change Institute, University of Oxford, Oxford OX1 3QY, UK
| | | | - Martin Gilpin
- School of Geography, University of Leeds, Leeds LS2 9JT, UK
| | - Beatriz S Marimon
- Programa de Pós-Graduação da Rede de Biodiversidade e Biotecnologia da Amazônia Legal (BIONORTE), UFAM–UNEMAT, Nova Xavantina 78690-000, Brazil
- Laboratório de Ecologia Vegetal, Universidade do Estado de Mato Grosso, Nova Xavantina 78690-000, Brazil
| | | | - Camila Borges
- Programa de Pós-Graduação da Rede de Biodiversidade e Biotecnologia da Amazônia Legal (BIONORTE), UFAM–UNEMAT, Nova Xavantina 78690-000, Brazil
- Laboratório de Ecologia Vegetal, Universidade do Estado de Mato Grosso, Nova Xavantina 78690-000, Brazil
| | - Bruno B L Cintra
- School of Geography, University of Leeds, Leeds LS2 9JT, UK
- School of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - Sarah Mião
- Department of Plant Biology, Programa de Pós Graduação em Biologia Vegetal, Institute of Biology, University of Campinas, Campinas 13083-862, Brazil
| | - Paulo S Morandi
- Programa de Pós-Graduação da Rede de Biodiversidade e Biotecnologia da Amazônia Legal (BIONORTE), UFAM–UNEMAT, Nova Xavantina 78690-000, Brazil
- Laboratório de Ecologia Vegetal, Universidade do Estado de Mato Grosso, Nova Xavantina 78690-000, Brazil
| | - Alex Nina
- Instituto de Ciencias de la Naturaleza, Territorio y Energías Renovables, Pontificia Universidad Católica del Perú, Lima 15088, Peru
| | - Carlos A Salas Yupayccana
- Instituto de Ciencias de la Naturaleza, Territorio y Energías Renovables, Pontificia Universidad Católica del Perú, Lima 15088, Peru
| | - Manuel J Marca Zevallos
- Instituto de Ciencias de la Naturaleza, Territorio y Energías Renovables, Pontificia Universidad Católica del Perú, Lima 15088, Peru
- Facultad Ciencias Biologicas, Universidad Nacional de San Antonio Abad del Cusco, Cusco 08003, Peru
| | - Eric G Cosio
- Instituto de Ciencias de la Naturaleza, Territorio y Energías Renovables, Pontificia Universidad Católica del Perú, Lima 15088, Peru
| | - Ben H Marimon Junior
- Programa de Pós-Graduação da Rede de Biodiversidade e Biotecnologia da Amazônia Legal (BIONORTE), UFAM–UNEMAT, Nova Xavantina 78690-000, Brazil
- Laboratório de Ecologia Vegetal, Universidade do Estado de Mato Grosso, Nova Xavantina 78690-000, Brazil
| | - Abel M Mendoza
- Facultad Ciencias Biologicas, Universidad Nacional de San Antonio Abad del Cusco, Cusco 08003, Peru
- Jardín Botánico de Missouri, Cusco 19231, Peru
| | | | - Norma Salinas
- School of Geography and the Environment, Environmental Change Institute, University of Oxford, Oxford OX1 3QY, UK
- Instituto de Ciencias de la Naturaleza, Territorio y Energías Renovables, Pontificia Universidad Católica del Perú, Lima 15088, Peru
| | | | - Maurizio Mencuccini
- CREAF, Campus UAB, Cerdanyola del Vallés 08193, Spain
- ICREA, Barcelona 08010, Spain
| | - Rafael S Oliveira
- Department of Plant Biology, Institute of Biology, University of Campinas, Campinas 13083-862, Brazil
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Ochieng WA, Muthui SW, Xian L, Linda EL, Kombe CA, Uwiragiye J, Gituru RW, Gichua MK, Liu F. Mechanisms of ammonium detoxification in submerged macrophytes under shade conditions. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 951:175795. [PMID: 39187089 DOI: 10.1016/j.scitotenv.2024.175795] [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: 08/09/2024] [Revised: 08/22/2024] [Accepted: 08/23/2024] [Indexed: 08/28/2024]
Abstract
Excessive ammonium disrupts the biological and physical characteristics of aquatic freshwater ecosystems, causing nutrient imbalances and toxicity. Different macrophytes exhibit varying tolerance levels to ammonium stress, influenced by species-specific adaptations. However, eutrophic water bodies not only have high nutrient loads but also exhibit low light transparency, necessitating an understanding of how submerged macrophytes cope with both high ammonium concentrations and low light conditions. In this study, we explored the tolerance of submerged macrophytes under these challenging conditions by testing various ammonium concentrations and light intensities. Our findings reveal that Myriophyllum spicatum demonstrates high ammonium tolerance under both optimal and low light intensities. Specifically, under optimal light, the primary ammonium assimilation pathway is catalyzed by NADH-GDH (Nicotinamide Adenine Dinucleotide-dependent Glutamate Dehydrogenase), with its activity increasing 4-fold at 50 mg L-1 [NH4+-N] compared to the control. Conversely, under low light intensity, the GS (Glutamine Synthetase)-catalyzed pathway becomes predominant, with GS activity rising 3-fold at 50 mg L-1 [NH4+-N] compared to the control. These results provide new insights into the adaptive mechanisms of M. spicatum, highlighting its flexible strategies for ammonium assimilation and its potential application in water restoration efforts. This study offers valuable information on the enzymatic pathways involved in ammonium detoxification, which is essential for developing effective strategies to manage and restore eutrophic aquatic systems.
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Affiliation(s)
- Wyckliffe Ayoma Ochieng
- Core Botanical Gardens/Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, Hubei, PR China; Sino-Africa Joint Research Centre, Chinese Academy of Sciences, Wuhan, Hubei, PR China; University of the Chinese Academy of Sciences, Beijing, PR China
| | - Samuel Wamburu Muthui
- Core Botanical Gardens/Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, Hubei, PR China; Sino-Africa Joint Research Centre, Chinese Academy of Sciences, Wuhan, Hubei, PR China; University of the Chinese Academy of Sciences, Beijing, PR China
| | - Ling Xian
- Core Botanical Gardens/Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, Hubei, PR China; Sino-Africa Joint Research Centre, Chinese Academy of Sciences, Wuhan, Hubei, PR China; University of the Chinese Academy of Sciences, Beijing, PR China
| | - Elive Limunga Linda
- School of Resources and Environmental Science, Hubei University, Wuhan 430074, PR China
| | - Clarice Amani Kombe
- Core Botanical Gardens/Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, Hubei, PR China; Sino-Africa Joint Research Centre, Chinese Academy of Sciences, Wuhan, Hubei, PR China; University of the Chinese Academy of Sciences, Beijing, PR China
| | - Jeannette Uwiragiye
- Core Botanical Gardens/Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, Hubei, PR China; Sino-Africa Joint Research Centre, Chinese Academy of Sciences, Wuhan, Hubei, PR China; University of the Chinese Academy of Sciences, Beijing, PR China
| | - Robert Wahiti Gituru
- Botany Department, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | - Moses Kirega Gichua
- Botany Department, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | - Fan Liu
- Core Botanical Gardens/Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, Hubei, PR China; Sino-Africa Joint Research Centre, Chinese Academy of Sciences, Wuhan, Hubei, PR China; University of the Chinese Academy of Sciences, Beijing, PR China.
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6
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Gao D, Luster J, Zürcher A, Arend M, Bai E, Gessler A, Rigling A, Schaub M, Hartmann M, Werner RA, Joseph J, Poll C, Hagedorn F. Drought resistance and resilience of rhizosphere communities in forest soils from the cellular to ecosystem scale - insights from 13C pulse labeling. THE NEW PHYTOLOGIST 2024; 242:960-974. [PMID: 38402527 DOI: 10.1111/nph.19612] [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: 12/01/2023] [Accepted: 02/06/2024] [Indexed: 02/26/2024]
Abstract
The link between above- and belowground communities is a key uncertainty in drought and rewetting effects on forest carbon (C) cycle. In young beech model ecosystems and mature naturally dry pine forest exposed to 15-yr-long irrigation, we performed 13C pulse labeling experiments, one during drought and one 2 wk after rewetting, tracing tree assimilates into rhizosphere communities. The 13C pulses applied in tree crowns reached soil microbial communities of the young and mature forests one and 4 d later, respectively. Drought decreased the transfer of labeled assimilates relative to the irrigation treatment. The 13C label in phospholipid fatty acids (PLFAs) indicated greater drought reduction of assimilate incorporation by fungi (-85%) than by gram-positive (-43%) and gram-negative bacteria (-58%). 13C label incorporation was more strongly reduced for PLFAs (cell membrane) than for microbial cytoplasm extracted by chloroform. This suggests that fresh rhizodeposits are predominantly used for osmoregulation or storage under drought, at the expense of new cell formation. Two weeks after rewetting, 13C enrichment in PLFAs was greater in previously dry than in continuously moist soils. Drought and rewetting effects were greater in beech systems than in pine forest. Belowground C allocation and rhizosphere communities are highly resilient to drought.
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Affiliation(s)
- Decai Gao
- Swiss Federal Institute for Forest, Snow and Landscape Research, 8903, Birmensdorf, Switzerland
- Qianyanzhou Ecological Research Station, Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, 100101, Beijing, China
- College of Resources and Environment, University of Chinese Academy of Sciences, 100190, Beijing, China
| | - Jörg Luster
- Swiss Federal Institute for Forest, Snow and Landscape Research, 8903, Birmensdorf, Switzerland
| | - Alois Zürcher
- Swiss Federal Institute for Forest, Snow and Landscape Research, 8903, Birmensdorf, Switzerland
| | - Matthias Arend
- Swiss Federal Institute for Forest, Snow and Landscape Research, 8903, Birmensdorf, Switzerland
- Physiological Plant Ecology, University of Basel, 4056, Basel, Switzerland
| | - Edith Bai
- Key Laboratory of Geographical Processes and Ecological Security of Changbai Mountains, Ministry of Education, Northeast Normal University, 130024, Changchun, China
| | - Arthur Gessler
- Swiss Federal Institute for Forest, Snow and Landscape Research, 8903, Birmensdorf, Switzerland
- Terrestrial Ecosystems, ETH Zürich, 8092, Zürich, Switzerland
| | - Andreas Rigling
- Swiss Federal Institute for Forest, Snow and Landscape Research, 8903, Birmensdorf, Switzerland
- Terrestrial Ecosystems, ETH Zürich, 8092, Zürich, Switzerland
| | - Marcus Schaub
- Swiss Federal Institute for Forest, Snow and Landscape Research, 8903, Birmensdorf, Switzerland
| | - Martin Hartmann
- Sustainable Agroecosystems Group, Department of Environmental Systems Science, Institute of Agricultural Sciences, ETH Zürich, 8092, Zürich, Switzerland
| | - Roland A Werner
- Agricultural Sciences, ETH Zürich, 8092, Zürich, Switzerland
| | - Jobin Joseph
- Swiss Federal Institute for Forest, Snow and Landscape Research, 8903, Birmensdorf, Switzerland
| | - Christian Poll
- Soil Biology, University of Hohenheim, 70599, Stuttgart, Germany
| | - Frank Hagedorn
- Swiss Federal Institute for Forest, Snow and Landscape Research, 8903, Birmensdorf, Switzerland
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7
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Li F, Qing T, Wu F, Yue K, Zhu J, Ni X. Trade-off in the partitioning of recent photosynthate carbon under global change. GLOBAL CHANGE BIOLOGY 2024; 30:e17110. [PMID: 38273584 DOI: 10.1111/gcb.17110] [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: 06/08/2023] [Revised: 11/29/2023] [Accepted: 12/05/2023] [Indexed: 01/27/2024]
Abstract
There may be trade-offs in the allocation patterns of recent photosynthetic carbon (RPC) allocation in response to environmental changes, with a greater proportion of RPC being directed towards compartments experiencing limited resource availability. Alternatively, the allocation of RPC could shift from sources to sinks as plants processing excess photosynthates. It prompts the question: Does the pattern of RPC allocation vary under global changes? If so, is this variation driven by optimal or by residual C allocation strategies? We conducted a meta-analysis by complicating 273 pairwise observations from 55 articles with 13 C or 14 C pulse or continuous labeling to assess the partitioning of RPC in biomass (leaf, stem, shoot, and root), soil pools (soil organic C, rhizosphere, and microbial biomass C) and CO2 fluxes under elevated CO2 (eCO2 ), warming, drought and nitrogen (N) addition. We propose that the increased allocation of RPC to belowground under sufficient CO2 results from the excretion of excess photosynthates. Warming led to a significant reduction in the percentage of RPC allocated to shoots, alongside an increase in roots allocation, although this was not statistically significant. This pattern is due to the reduced water availability resulting from warming. In conditions of drought, there was a notable increase in the partitioning of RPC to stems (+7.25%) and roots (+36.38%), indicative of a greater investment of RPC in roots for accessing water from deeper soil. Additionally, N addition led to a heightened allocation of RPC in leaves (+10.18%) and shoots (+5.78%), while reducing its partitioning in soil organic C (-8.92%). Contrary to the residual C partitioning observed under eCO2 , the alterations in RPC partitioning in response to warming, drought, and N supplementation are more comprehensively explained through the lens of optimal partitioning theory, showing a trade-off in the partitioning of RPC under global change.
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Affiliation(s)
- Fangping Li
- Key Laboratory for Humid Subtropical Eco-Geographical Processes of the Ministry of Education, School of Geographical Sciences, Fujian Normal University, Fuzhou, China
| | - Ting Qing
- Key Laboratory for Humid Subtropical Eco-Geographical Processes of the Ministry of Education, School of Geographical Sciences, Fujian Normal University, Fuzhou, China
| | - Fuzhong Wu
- Key Laboratory for Humid Subtropical Eco-Geographical Processes of the Ministry of Education, School of Geographical Sciences, Fujian Normal University, Fuzhou, China
- Fujian Sanming Forest Ecosystem National Observation and Research Station, Sanming, China
| | - Kai Yue
- Key Laboratory for Humid Subtropical Eco-Geographical Processes of the Ministry of Education, School of Geographical Sciences, Fujian Normal University, Fuzhou, China
- Fujian Sanming Forest Ecosystem National Observation and Research Station, Sanming, China
| | - Jingjing Zhu
- Key Laboratory for Humid Subtropical Eco-Geographical Processes of the Ministry of Education, School of Geographical Sciences, Fujian Normal University, Fuzhou, China
| | - Xiangyin Ni
- Key Laboratory for Humid Subtropical Eco-Geographical Processes of the Ministry of Education, School of Geographical Sciences, Fujian Normal University, Fuzhou, China
- Fujian Sanming Forest Ecosystem National Observation and Research Station, Sanming, China
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8
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Xia H, Zhang T, Li X, He T, Wang X, Zhang J, Zhang K. Effects of drought and nutrient deficiencies on the allocation of recently fixed carbon in a plant-soil-microbe system. TREE PHYSIOLOGY 2023; 43:1903-1916. [PMID: 37584459 DOI: 10.1093/treephys/tpad098] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 07/18/2023] [Accepted: 08/08/2023] [Indexed: 08/17/2023]
Abstract
Carbon (C) allocation plays an important role in plant adaptation to water and nutrient stresses. However, the effects of drought and nutrient deficiencies on the allocation of recently fixed C in the plant-soil-microbe system remain largely unknown. Herein, we studied the response of C allocation of Sophora moorcroftiana (an indigenous pioneer shrub in Tibet) to drought, nitrogen (N) deficiency and phosphorus (P) deficiency using a microcosm experiment. The 13CO2 continuous labeling was used to trace C allocation in the plant-soil-microbe system. We found that drought significantly reduced plant 13C, but it increased 13C accumulation in soil. The decreased plant 13C under drought was attributed to the decrease of 13C in stem and root rather than that in leaf. The excess 13C fraction in the microbial biomass (MB13C) was reduced by N deficiency, but it was not affected by the combination of drought and N deficiency, indicating that drought weakened the effects of N deficiency on MB13C. By contrast, MB13C increased under the combination of drought and P deficiency, suggesting that drought enhanced the effects of P deficiency on MB13C. Drought and nutrient deficiencies regulated the belowground 13C allocation. Specifically, drought and P deficiency increased the allocation of 13C to root and N deficiency regulated the allocation of 13C to microbial biomass C and dissolved organic C in soil. Notably, soil 13C decreased with increasing plant 13C, while MB13C first decreased and then increased with increasing plant 13C. Overall, our study demonstrated that drought and nutrient deficiencies interactively affected C allocation in a plant-soil-microbe system and provided insights into C allocation strategies in response to multiple resource (water and nutrient) stresses under environmental changes.
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Affiliation(s)
- Huijuan Xia
- Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, No. 201 Jiufeng 1 Road, East Lake High-Tech Development Zone, Wuhan 430074, P.R. China
| | - Tiantian Zhang
- College of Science, Tibet University, No. 10 Zangda East Road, Chengguan District, Lhasa 850000, P.R. China
| | - Xinshuai Li
- Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, No. 201 Jiufeng 1 Road, East Lake High-Tech Development Zone, Wuhan 430074, P.R. China
| | - Tiehu He
- Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, No. 201 Jiufeng 1 Road, East Lake High-Tech Development Zone, Wuhan 430074, P.R. China
| | - Xia Wang
- Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, No. 201 Jiufeng 1 Road, East Lake High-Tech Development Zone, Wuhan 430074, P.R. China
| | - Jiehao Zhang
- Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, No. 201 Jiufeng 1 Road, East Lake High-Tech Development Zone, Wuhan 430074, P.R. China
| | - Kerong Zhang
- Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, No. 201 Jiufeng 1 Road, East Lake High-Tech Development Zone, Wuhan 430074, P.R. China
- College of Science, Tibet University, No. 10 Zangda East Road, Chengguan District, Lhasa 850000, P.R. China
- Danjiangkou Wetland Ecosystem Field Scientific Observation and Research Station, The Chinese Academy of Sciences & Hubei Province, No. 201 Jiufeng 1 Road, East Lake High-Tech Development Zone, Wuhan 430074, P.R. China
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9
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Solly EF, Jaeger ACH, Barthel M, Werner RA, Zürcher A, Hagedorn F, Six J, Hartmann M. Water limitation intensity shifts carbon allocation dynamics in Scots pine mesocosms. PLANT AND SOIL 2023; 490:499-519. [PMID: 37780069 PMCID: PMC10533586 DOI: 10.1007/s11104-023-06093-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 05/23/2023] [Indexed: 10/03/2023]
Abstract
Background and aims Tree species worldwide suffer from extended periods of water limitation. These conditions not only affect the growth and vitality of trees but also feed back on the cycling of carbon (C) at the plant-soil interface. However, the impact of progressing water loss from soils on the transfer of assimilated C belowground remains unresolved. Methods Using mesocosms, we assessed how increasing levels of water deficit affect the growth of Pinus sylvestris saplings and performed a 13C-CO2 pulse labelling experiment to trace the pathway of assimilated C into needles, fine roots, soil pore CO2, and phospholipid fatty acids of soil microbial groups. Results With increasing water limitation, trees partitioned more biomass belowground at the expense of aboveground growth. Moderate levels of water limitation barely affected the uptake of 13C label and the transit time of C from needles to the soil pore CO2. Comparatively, more severe water limitation increased the fraction of 13C label that trees allocated to fine roots and soil fungi while a lower fraction of 13CO2 was readily respired from the soil. Conclusions When soil water becomes largely unavailable, C cycling within trees becomes slower, and a fraction of C allocated belowground may accumulate in fine roots or be transferred to the soil and associated microorganisms without being metabolically used. Supplementary Information The online version contains supplementary material available at 10.1007/s11104-023-06093-5.
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Affiliation(s)
- Emily F. Solly
- Department of Environmental Systems Science, Sustainable Agroecosystems Group, ETH Zürich, Universitätstrasse 2, 8092 Zurich, Switzerland
| | - Astrid C. H. Jaeger
- Department of Environmental Systems Science, Sustainable Agroecosystems Group, ETH Zürich, Universitätstrasse 2, 8092 Zurich, Switzerland
| | - Matti Barthel
- Department of Environmental Systems Science, Sustainable Agroecosystems Group, ETH Zürich, Universitätstrasse 2, 8092 Zurich, Switzerland
| | - Roland A. Werner
- Department of Environmental Systems Science, Grassland Sciences Group, ETH Zurich, Universitätstrasse 2, 8092 Zurich, Switzerland
| | - Alois Zürcher
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Biogeochemistry Group, Zürcherstrasse 111, Birmensdorf, 8903 Switzerland
| | - Frank Hagedorn
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Biogeochemistry Group, Zürcherstrasse 111, Birmensdorf, 8903 Switzerland
| | - Johan Six
- Department of Environmental Systems Science, Sustainable Agroecosystems Group, ETH Zürich, Universitätstrasse 2, 8092 Zurich, Switzerland
| | - Martin Hartmann
- Department of Environmental Systems Science, Sustainable Agroecosystems Group, ETH Zürich, Universitätstrasse 2, 8092 Zurich, Switzerland
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10
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Wang M, Li G, Feng Z, Liu Y, Yuan X, Uscola M. A wider spectrum of avoidance and tolerance mechanisms explained ozone sensitivity of two white poplar ploidy levels. ANNALS OF BOTANY 2023; 131:655-666. [PMID: 36694346 PMCID: PMC10147324 DOI: 10.1093/aob/mcad019] [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: 11/16/2022] [Accepted: 01/23/2023] [Indexed: 05/20/2023]
Abstract
BACKGROUND AND AIMS Polyploidization can improve plant mass yield for bioenergy support, yet few studies have investigated ozone (O3) sensitivity linked to internal regulatory mechanisms at different ploidy levels. METHODS Diploid and triploid Populus tomentosa plants were exposed to ambient and ambient plus 60 ppb [O3]. We explored their differences in sensitivity (leaf morphological, physiological and biochemical traits, and plant mass) as well as mechanisms of avoidance (stomatal conductance, xanthophyll cycle, thermal dissipation) and tolerance (ROS scavenging system) in response to O3 at two developmental phases. KEY RESULTS Triploid plants had the highest plant growth under ambient O3, even under O3 fumigation. However, triploid plants were the most sensitive to O3 and under elevated O3 showed the largest decreases in photosynthetic capacity and performance, as well as increased shoot:root ratio, and the highest lipid peroxidation. Thus, plant mass production could be impacted in triploid plants under long-term O3 contamination. Both diploid and triploid plants reduced stomatal aperture in response to O3, thereby reducing O3 entrance, yet only in diploid plants was reduced stomatal aperture associated with minimal (non-significant) damage to photosynthetic pigments and lower lipid peroxidation. CONCLUSIONS Tolerance mechanisms of plants of both ploidy levels mainly focused on the enzymatic reduction of hydrogen peroxide through catalase and peroxidase, yet these homeostatic regulatory mechanisms were higher in diploid plants. Our study recommends triploid white poplar as a bioenergy species only under short-term O3 contamination. Under continuously elevated O3 over the long term, diploid white poplar may perform better.
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Affiliation(s)
- Miaomiao Wang
- Key Laboratory for Silviculture and Conservation, Ministry of Education, Beijing Forestry University, Beijing 100083, China
| | - Guolei Li
- Key Laboratory for Silviculture and Conservation, Ministry of Education, Beijing Forestry University, Beijing 100083, China
- Research Center of Deciduous Oaks, Beijing Forestry University, Beijing 100083, China
- National Innovation Alliance of Valuable Deciduous Tree Industry, Beijing Forestry University, Beijing 100083, China
| | - Zhaozhong Feng
- Key Laboratory of Agrometeorology of Jiangsu Province, Institute of Ecology, School of Applied Meteorology, Nanjing University of Information Science and Technology, Nanjing 210044, China
| | - Yong Liu
- Key Laboratory for Silviculture and Conservation, Ministry of Education, Beijing Forestry University, Beijing 100083, China
- Research Center of Deciduous Oaks, Beijing Forestry University, Beijing 100083, China
- National Innovation Alliance of Valuable Deciduous Tree Industry, Beijing Forestry University, Beijing 100083, China
| | - Xiangyang Yuan
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
| | - Mercedes Uscola
- Universidad de Alcalá, Forest Ecology and Restoration Group, Departamento de Ciencias de la Vida, U.D. Ecología, Apdo. 20, E-28805, Alcalá de Henares, Madrid, Spain
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11
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Larysch E, Stangler DF, Puhlmann H, Rathgeber CBK, Seifert T, Kahle HP. The 2018 hot drought pushed conifer wood formation to the limit of its plasticity: Consequences for woody biomass production and tree ring structure. PLANT BIOLOGY (STUTTGART, GERMANY) 2022; 24:1171-1185. [PMID: 35277910 DOI: 10.1111/plb.13399] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 01/24/2022] [Indexed: 06/14/2023]
Abstract
Hot droughts are expected to increase in Europe and disturb forest ecosystem functioning. Wood formation of trees has the potential to adapt to those events by compensatory mechanisms between the rates and durations of tracheid differentiation to form the typical pattern of vital wood anatomical structures. We monitored xylogenesis and measured wood anatomy of mature silver fir (Abies alba Mill.) and Scots pine (Pinus sylvestris L.) trees along an elevational gradient in the Black Forest during the hot drought year of 2018. We assessed the kinetics of tracheid differentiation and the final tracheid dimensions and quantified the relationship between rates and durations of cell differentiation over the growing season. Cell differentiation kinetics were decoupled, and temperature and water availability signals were imprinted in the tree ring structure. The sudden decline in woody biomass production provided evidence for a disruption in carbon sequestration processes due to heat and drought stress. Growth processes of Scots pine (pioneer species) were mainly affected by the spring drought, whereas silver fir (climax species) growth processes were more disturbed by the summer drought. Our study provides novel insights on the plasticity of wood formation and carbon allocation in temperate conifer tree species in response to extreme climatic events.
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Affiliation(s)
- E Larysch
- Chair of Forest Growth and Dendroecology, Albert-Ludwigs-University, Freiburg, Germany
| | - D F Stangler
- Chair of Forest Growth and Dendroecology, Albert-Ludwigs-University, Freiburg, Germany
| | - H Puhlmann
- Department of Soil and Environment, Forest Research Institute Baden-Württemberg, Freiburg, Germany
| | - C B K Rathgeber
- INRAE, SILVA, Université de Lorraine, AgroParisTech, Nancy, France
- Swiss Federal Research Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - T Seifert
- Chair of Forest Growth and Dendroecology, Albert-Ludwigs-University, Freiburg, Germany
- Department of Forest and Wood Science, Stellenbosch University, Matieland, South Africa
| | - H-P Kahle
- Chair of Forest Growth and Dendroecology, Albert-Ludwigs-University, Freiburg, Germany
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12
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Rademacher T, Fonti P, LeMoine JM, Fonti MV, Bowles F, Chen Y, Eckes-Shephard AH, Friend AD, Richardson AD. Insights into source/sink controls on wood formation and photosynthesis from a stem chilling experiment in mature red maple. THE NEW PHYTOLOGIST 2022; 236:1296-1309. [PMID: 35927942 DOI: 10.1111/nph.18421] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 07/30/2022] [Indexed: 06/15/2023]
Abstract
Whether sources or sinks control wood growth remains debated with a paucity of evidence from mature trees in natural settings. Here, we altered carbon supply rate in stems of mature red maples (Acer rubrum) within the growing season by restricting phloem transport using stem chilling; thereby increasing carbon supply above and decreasing carbon supply below the restrictions, respectively. Chilling successfully altered nonstructural carbon (NSC) concentrations in the phloem without detectable repercussions on bulk NSC in stems and roots. Ring width responded strongly to local variations in carbon supply with up to seven-fold differences along the stem of chilled trees; however, concurrent changes in the structural carbon were inconclusive at high carbon supply due to large local variability of wood growth. Above chilling-induced bottlenecks, we also observed higher leaf NSC concentrations, reduced photosynthetic capacity, and earlier leaf coloration and fall. Our results indicate that the cambial sink is affected by carbon supply, but within-tree feedbacks can downregulate source activity, when carbon supply exceeds demand. Such feedbacks have only been hypothesized in mature trees. Consequently, these findings constitute an important advance in understanding source-sink dynamics, suggesting that mature red maples operate close to both source- and sink-limitation in the early growing season.
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Affiliation(s)
- Tim Rademacher
- Harvard Forest, Harvard University, Petersham, MA, 01366, USA
- School of Informatics, Computing and Cyber Systems and Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, AZ, 86011, USA
- Institut des Sciences de la Forêt Tempérée, Université du Québec en Outaouais, Ripon, J0V 1V0, QC, Canada
| | - Patrick Fonti
- Swiss Federal Research Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, 8903, Switzerland
| | - James M LeMoine
- School of Informatics, Computing and Cyber Systems and Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, AZ, 86011, USA
| | - Marina V Fonti
- Swiss Federal Research Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, 8903, Switzerland
- Institute of Ecology and Geography, Siberian Federal University, Krasnoyarsk, 660041, Russia
| | | | - Yizhao Chen
- Department of Geography, University of Cambridge, Cambridge, CB2 1BY, UK
| | - Annemarie H Eckes-Shephard
- Department of Geography, University of Cambridge, Cambridge, CB2 1BY, UK
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, 223 62, Sweden
| | - Andrew D Friend
- Department of Geography, University of Cambridge, Cambridge, CB2 1BY, UK
| | - Andrew D Richardson
- School of Informatics, Computing and Cyber Systems and Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, AZ, 86011, USA
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13
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Li Y, Sun H, de Paula Protásio T, Hein PRG, Du B. The mechanisms and prediction of non-structural carbohydrates accretion and depletion after mechanical wounding in slash pine (Pinus elliottii) using near-infrared reflectance spectroscopy. PLANT METHODS 2022; 18:107. [PMID: 36050789 PMCID: PMC9434866 DOI: 10.1186/s13007-022-00939-2] [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: 07/11/2021] [Accepted: 08/22/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND The allocation of non-structural carbohydrates (NSCs) plays a critical role in the physiology and metabolism of tree growth and survival defense. However, little is known about the allocation of NSC after continuous mechanical wounding of pine by resin tapping during tree growth. RESULTS Here, we examine the NSC allocation in plant tissues after 3 year lasting resin tapping, and also investigate the use of near-infrared reflectance (NIR) spectroscopy to quantify the NSC, starch and free sugar (e.g., sucrose, glucose, and fructose) concentrations in different plant tissues of slash pine. Spectral measurements on pine needle, branch, trunk phloem, and root were obtained before starch and free sugar concentrations were measured in the laboratory. The variation of NSC, starch and free sugars in different plant tissues after resin tapping was analyzed. Partial least squares regression was applied to calibrate prediction models, models were simulated 100 times for model performance and error estimation. More NSC, starch and free sugars were stored in winter than summer both in tapped and control trees. The position of resin tapping significantly influenced the NSCs allocation in plant tissues: more NSCs were transformed into free sugars for defensive resin synthesis close to the tapping wound rather than induced distal systemic responses. Models for predicting NSC and free sugars of plant tissues showed promising results for the whole tree for fructose (R2CV = 0.72), glucose (R2CV = 0.67), NSCs (R2CV = 0.66) and starch (R2CV = 0.58) estimates based on NIR models. Models for individual plant tissues also showed reasonable predictive ability: the best model for NSCs and starch prediction was found in root. The significance multivariate correlation algorithm for variable selection significantly reduced the number of variables. Important variables were identified, including features at 1021-1290 nm, 1480, 1748, 1941, 2020, 2123 and 2355 nm, which are highly related to NSC, starch, fructose, glucose and sucrose. CONCLUSIONS NIR spectroscopy provided a rapid and cost-effective method to monitor NSC, starch and free sugar concentrations after continuous resin tapping. It can be used for studying the trade-off between growth and production of defensive metabolites.
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Affiliation(s)
- Yanjie Li
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou, 311400, China
| | - Honggang Sun
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou, 311400, China.
| | - Thiago de Paula Protásio
- Federal Rural University of Amazonia-UFRA, Campus Parauapebas, Parauapebas, Pará, 68515-000, Brazil
| | | | - Baoguo Du
- Chair of Tree Physiology, Institute of Forest Sciences, AlbertLudwigs-Universitat Freiburg, Georges-Koehler-Allee 53, 79110, Freiburg, Germany
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14
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Yang Y, Ouyang S, Gessler A, Wang X, Na R, He HS, Wu Z, Li MH. Root Carbon Resources Determine Survival and Growth of Young Trees Under Long Drought in Combination With Fertilization. FRONTIERS IN PLANT SCIENCE 2022; 13:929855. [PMID: 35720584 PMCID: PMC9204053 DOI: 10.3389/fpls.2022.929855] [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: 04/27/2022] [Accepted: 05/13/2022] [Indexed: 06/15/2023]
Abstract
Current increases in not only the intensity and frequency but also the duration of drought events could affect the growth, physiology, and mortality of trees. We experimentally studied the effects of drought duration in combination with fertilization on leaf water potential, gas exchange, growth, tissue levels of non-structural carbohydrates (NSCs), tissue NSC consumption over-winter, and recovery after drought release in oak (Quercus petraea) and beech (Fagus sylvatica) saplings. Long drought duration (>1 month) decreased leaf water potential, photosynthesis, and NSC concentrations in both oak and beech saplings. Nitrogen fertilization did not mitigate the negative drought effects on both species. The photosynthesis and relative height increment recovered in the following rewetting year. Height growth in the rewetting year was significantly positively correlated with both pre- and post-winter root NSC levels. Root carbon reserve is critical for tree growth and survival under long-lasting drought. Our results indicate that beech is more sensitive to drought and fertilization than oak. The present study, in a physiological perspective, experimentally confirmed the view that the European beech, compared to oak, may be more strongly affected by future environmental changes.
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Affiliation(s)
- Yue Yang
- College of Ecology and Environment, Hainan University, Haikou, China
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Key Laboratory of Geographical Processes and Ecological Security in Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University, Changchun, China
| | - Shengnan Ouyang
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Institute for Forest Resources and Environment Research Center of Guizhou Province, Guizhou University, Guiyang, China
| | - Arthur Gessler
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Institute of Terrestrial Ecosystems, ETH Zurich, Zurich, Switzerland
| | - Xiaoyu Wang
- Jiyang College of Zhejiang A and F University, Zhuji, China
| | - Risu Na
- School of Geographical Sciences, Inner Mongolia Normal University, Hohhot, China
| | - Hong S. He
- Key Laboratory of Geographical Processes and Ecological Security in Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University, Changchun, China
- School of Natural Resources, University of Missouri, Columbia, MO, United States
| | - Zhengfang Wu
- Key Laboratory of Geographical Processes and Ecological Security in Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University, Changchun, China
| | - Mai-He Li
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Key Laboratory of Geographical Processes and Ecological Security in Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University, Changchun, China
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15
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Meng B, Li J, Yao Y, Nippert JB, Williams DG, Chai H, Collins SL, Sun W. Soil N enrichment mediates carbon allocation through respiration in a dominant grass during drought. Funct Ecol 2022. [DOI: 10.1111/1365-2435.14033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
- Bo Meng
- Institute of Grassland Science Key Laboratory of Vegetation Ecology of the Ministry of Education Jilin Songnen Grassland Ecosystem National Observation and Research Station Northeast Normal University Changchun 130024 China
- Institute of Ecology College of Urban and Environmental Science Key Laboratory for Earth Surface Processes of the Ministry of Education Peking University Beijing 100871 China
| | - Junqin Li
- Institute of Grassland Science Key Laboratory of Vegetation Ecology of the Ministry of Education Jilin Songnen Grassland Ecosystem National Observation and Research Station Northeast Normal University Changchun 130024 China
| | - Yuan Yao
- Institute of Grassland Science Key Laboratory of Vegetation Ecology of the Ministry of Education Jilin Songnen Grassland Ecosystem National Observation and Research Station Northeast Normal University Changchun 130024 China
| | - Jesse B. Nippert
- Division of Biology Kansas State University Manhattan KS 66506 USA
| | | | - Hua Chai
- Institute of Grassland Science Key Laboratory of Vegetation Ecology of the Ministry of Education Jilin Songnen Grassland Ecosystem National Observation and Research Station Northeast Normal University Changchun 130024 China
| | - Scott L. Collins
- Department of Biology University of New Mexico Albuquerque NM 87131 USA
| | - Wei Sun
- Institute of Grassland Science Key Laboratory of Vegetation Ecology of the Ministry of Education Jilin Songnen Grassland Ecosystem National Observation and Research Station Northeast Normal University Changchun 130024 China
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16
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Storage of carbon reserves in spruce trees is prioritized over growth in the face of carbon limitation. Proc Natl Acad Sci U S A 2021; 118:2023297118. [PMID: 34389667 DOI: 10.1073/pnas.2023297118] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Climate change is expected to pose a global threat to forest health by intensifying extreme events like drought and insect attacks. Carbon allocation is a fundamental process that determines the adaptive responses of long-lived late-maturing organisms like trees to such stresses. However, our mechanistic understanding of how trees coordinate and set allocation priorities among different sinks (e.g., growth and storage) under severe source limitation remains limited. Using flux measurements, isotopic tracing, targeted metabolomics, and transcriptomics, we investigated how limitation of source supply influences sink activity, particularly growth and carbon storage, and their relative regulation in Norway spruce (Picea abies) clones. During photosynthetic deprivation, absolute rates of respiration, growth, and allocation to storage all decline. When trees approach neutral carbon balance, i.e., daytime net carbon gain equals nighttime carbon loss, genes encoding major enzymes of metabolic pathways remain relatively unaffected. However, under negative carbon balance, photosynthesis and growth are down-regulated while sucrose and starch biosynthesis pathways are up-regulated, indicating that trees prioritize carbon allocation to storage over growth. Moreover, trees under negative carbon balance actively increase the turnover rate of starch, lipids, and amino acids, most likely to support respiration and mitigate stress. Our study provides molecular evidence that trees faced with severe photosynthetic limitation strategically regulate storage allocation and consumption at the expense of growth. Understanding such allocation strategies is crucial for predicting how trees may respond to extreme events involving steep declines in photosynthesis, like severe drought, or defoliation by heat waves, late frost, or insect attack.
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17
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Ouyang SN, Gessler A, Saurer M, Hagedorn F, Gao DC, Wang XY, Schaub M, Li MH, Shen WJ, Schönbeck L. Root carbon and nutrient homeostasis determines downy oak sapling survival and recovery from drought. TREE PHYSIOLOGY 2021; 41:1400-1412. [PMID: 33595075 PMCID: PMC8436808 DOI: 10.1093/treephys/tpab019] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Accepted: 02/02/2021] [Indexed: 06/12/2023]
Abstract
The role of carbon (C) and nutrient uptake, allocation, storage and especially their interactions in survival and recovery of trees under increased frequencies and intensities of drought events is not well understood. A full factorial experiment with four soil water content regimes ranging from extreme drought to well-watered conditions and two fertilization levels was carried out. We aimed to investigate whether nutrient addition mitigates drought effects on downy oak (Quercus pubescens Willd.) and whether storage pools of non-structural carbohydrates (NSC) are modified to enhance survival after 2.5 years of drought and recovery after drought relief. Physiological traits, such as photosynthesis, predawn leaf water potential as well as tissue biomass together with pools and dynamics of NSC and nutrients at the whole-tree level were investigated. Our results showed that fertilization played a minor role in saplings' physiological processes to cope with drought and drought relief, but reduced sapling mortality during extreme drought. Irrespective of nutrient supply, Q. pubescens showed increased soluble sugar concentration in all tissues with increasing drought intensity, mostly because of starch degradation. After 28 days of drought relief, tissue sugar concentrations decreased, reaching comparable values to those of well-watered plants. Only during the recovery process from extreme drought, root NSC concentration strongly declined, leading to an almost complete NSC depletion after 28 days of rewetting, simultaneously with new leaves flushing. These findings suggest that extreme drought can lead to root C exhaustion. After drought relief, the repair and regrowth of organs can even exacerbate the root C depletion. We concluded that under future climate conditions with repeated drought events, the insufficient and lagged C replenishment in roots might eventually lead to C starvation and further mortality.
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Affiliation(s)
- Sheng-Nan Ouyang
- South China Botanical Garden, Chinese Academy of Sciences,723 XingKe Road, Tianhe District, Guangzhou 510650, China
- University of Chinese Academy of Sciences, 19 Yuquan Road, Shijingshan District, Beijing 100049, China
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Zurcherstrasse 111, Birmensdorf 8903, Switzerland
| | - Arthur Gessler
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Zurcherstrasse 111, Birmensdorf 8903, Switzerland
- Institute of Terrestrial Ecosystems, ETH Zürich, Ramistrasse 101, Zurich 8902, Switzerland
| | - Matthias Saurer
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Zurcherstrasse 111, Birmensdorf 8903, Switzerland
| | - Frank Hagedorn
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Zurcherstrasse 111, Birmensdorf 8903, Switzerland
| | - De-Cai Gao
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Zurcherstrasse 111, Birmensdorf 8903, Switzerland
- School of Geographical Sciences, Northeast Normal University, 5268 Renming Road, Nanguan District, Changchun 130024, China
| | - Xiao-Yu Wang
- Jiyang College, Zhejiang A&F University, 72 Puyang Road,Jiyang District, Zhuji 311800, China
| | - Marcus Schaub
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Zurcherstrasse 111, Birmensdorf 8903, Switzerland
| | - Mai-He Li
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Zurcherstrasse 111, Birmensdorf 8903, Switzerland
- School of Geographical Sciences, Northeast Normal University, 5268 Renming Road, Nanguan District, Changchun 130024, China
| | | | - Leonie Schönbeck
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Zurcherstrasse 111, Birmensdorf 8903, Switzerland
- Plant Ecology Research Laboratory, School of Architecture, Civil and Environmental Engineering, EPFL, Route Cantonale, Lausanne 1015, Switzerland
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18
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Rademacher T, Fonti P, LeMoine JM, Fonti MV, Basler D, Chen Y, Friend AD, Seyednasrollah B, Eckes-Shephard AH, Richardson AD. Manipulating phloem transport affects wood formation but not local nonstructural carbon reserves in an evergreen conifer. PLANT, CELL & ENVIRONMENT 2021; 44:2506-2521. [PMID: 34043242 DOI: 10.1111/pce.14117] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 05/16/2021] [Accepted: 05/18/2021] [Indexed: 06/12/2023]
Abstract
How variations in carbon supply affect wood formation remains poorly understood in particular in mature forest trees. To elucidate how carbon supply affects carbon allocation and wood formation, we attempted to manipulate carbon supply to the cambial region by phloem girdling and compression during the mid- and late-growing season and measured effects on structural development, CO2 efflux and nonstructural carbon reserves in stems of mature white pines. Wood formation and stem CO2 efflux varied with a location relative to treatment (i.e., above or below the restriction). We observed up to twice as many tracheids formed above versus below the treatment after the phloem transport manipulation, whereas the cell-wall area decreased only slightly below the treatments, and cell size did not change relative to the control. Nonstructural carbon reserves in the xylem, needles and roots were largely unaffected by the treatments. Our results suggest that low and high carbon supply affects wood formation, primarily through a strong effect on cell proliferation, and respiration, but local nonstructural carbon concentrations appear to be maintained homeostatically. This contrasts with reports of decoupling of source activity and wood formation at the whole-tree or ecosystem level, highlighting the need to better understand organ-specific responses, within-tree feedbacks, as well as phenological and ontogenetic effects on sink-source dynamics.
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Affiliation(s)
- Tim Rademacher
- School of Informatics, Computing, and Cyber Security, Northern Arizona University, Flagstaff, Arizona, USA
- Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, Arizona, USA
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts, USA
| | - Patrick Fonti
- Swiss Federal Research Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - James M LeMoine
- School of Informatics, Computing, and Cyber Security, Northern Arizona University, Flagstaff, Arizona, USA
- Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, Arizona, USA
| | - Marina V Fonti
- Swiss Federal Research Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Institute of Ecology and Geography, Siberian Federal University, Krasnoyarsk, Russian Federation
| | - David Basler
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts, USA
| | - Yizhao Chen
- Department of Geography, University of Cambridge, Cambridge, UK
| | - Andrew D Friend
- Department of Geography, University of Cambridge, Cambridge, UK
| | - Bijan Seyednasrollah
- School of Informatics, Computing, and Cyber Security, Northern Arizona University, Flagstaff, Arizona, USA
- Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, Arizona, USA
| | | | - Andrew D Richardson
- School of Informatics, Computing, and Cyber Security, Northern Arizona University, Flagstaff, Arizona, USA
- Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, Arizona, USA
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19
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Gao D, Joseph J, Werner RA, Brunner I, Zürcher A, Hug C, Wang A, Zhao C, Bai E, Meusburger K, Gessler A, Hagedorn F. Drought alters the carbon footprint of trees in soils-tracking the spatio-temporal fate of 13 C-labelled assimilates in the soil of an old-growth pine forest. GLOBAL CHANGE BIOLOGY 2021; 27:2491-2506. [PMID: 33739617 PMCID: PMC8251913 DOI: 10.1111/gcb.15557] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 01/22/2021] [Accepted: 02/03/2021] [Indexed: 05/04/2023]
Abstract
Above and belowground compartments in ecosystems are closely coupled on daily to annual timescales. In mature forests, this interlinkage and how it is impacted by drought is still poorly understood. Here, we pulse-labelled 100-year-old trees with 13 CO2 within a 15-year-long irrigation experiment in a naturally dry pine forest to quantify how drought regime affects the transfer and use of assimilates from trees to the rhizosphere and associated microbial communities. It took 4 days until new 13 C-labelled assimilates were allocated to the rhizosphere. One year later, the 13 C signal of the 3-h long pulse labelling was still detectable in stem and soil respiration, which provides evidence that parts of the assimilates are stored in trees before they are used for metabolic processes in the rhizosphere. Irrigation removing the natural water stress reduced the mean C residence time from canopy uptake until soil respiration from 89 to 40 days. Moreover, irrigation increased the amount of assimilates transferred to and respired in the soil within the first 10 days by 370%. A small precipitation event rewetting surface soils altered this pattern rapidly and reduced the effect size to +35%. Microbial biomass incorporated 46 ± 5% and 31 ± 7% of the C used in the rhizosphere in the dry control and irrigation treatment respectively. Mapping the spatial distribution of soil-respired 13 CO2 around the 10 pulse-labelled trees showed that tree rhizospheres extended laterally 2.8 times beyond tree canopies, implying that there is a strong overlap of the rhizosphere among adjacent trees. Irrigation increased the rhizosphere area by 60%, which gives evidence of a long-term acclimation of trees and their rhizosphere to the drought regime. The moisture-sensitive transfer and use of C in the rhizosphere has consequences for C allocation within trees, soil microbial communities and soil carbon storage.
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Affiliation(s)
- Decai Gao
- Swiss Federal Research Institute WSLBirmensdorfSwitzerland
- Key Laboratory of Geographical Processes and Ecological Security of Changbai MountainsMinistry of EducationNortheast Normal UniversityChangchunChina
| | - Jobin Joseph
- Swiss Federal Research Institute WSLBirmensdorfSwitzerland
| | - Roland A Werner
- Department of Environmental Systems ScienceETH ZurichZurichSwitzerland
| | - Ivano Brunner
- Swiss Federal Research Institute WSLBirmensdorfSwitzerland
| | - Alois Zürcher
- Swiss Federal Research Institute WSLBirmensdorfSwitzerland
| | - Christian Hug
- Swiss Federal Research Institute WSLBirmensdorfSwitzerland
| | - Ao Wang
- Swiss Federal Research Institute WSLBirmensdorfSwitzerland
- Terrestrial EcosystemsETH ZurichZurichSwitzerland
| | - Chunhong Zhao
- Key Laboratory of Geographical Processes and Ecological Security of Changbai MountainsMinistry of EducationNortheast Normal UniversityChangchunChina
| | - Edith Bai
- Key Laboratory of Geographical Processes and Ecological Security of Changbai MountainsMinistry of EducationNortheast Normal UniversityChangchunChina
| | | | - Arthur Gessler
- Swiss Federal Research Institute WSLBirmensdorfSwitzerland
- Terrestrial EcosystemsETH ZurichZurichSwitzerland
| | - Frank Hagedorn
- Swiss Federal Research Institute WSLBirmensdorfSwitzerland
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Gessler A. Sucrose synthase - an enzyme with a central role in the source-sink coordination and carbon flow in trees. THE NEW PHYTOLOGIST 2021; 229:8-10. [PMID: 33152141 DOI: 10.1111/nph.16998] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Affiliation(s)
- Arthur Gessler
- Ecosystem Ecology, Swiss Federal Research Institute WSL, Zürcherstr. 111, Birmensdorf, 8903, Switzerland
- Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zurich, Universitätstrasse 16, Zurich, 8092, Switzerland
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21
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Resco de Dios V, Arteaga C, Peguero-Pina JJ, Sancho-Knapik D, Qin H, Zveushe OK, Sun W, Williams DG, Boer MM, Voltas J, Moreno JM, Tissue DT, Gil-Pelegrín E. Hydraulic and photosynthetic limitations prevail over root non-structural carbohydrate reserves as drivers of resprouting in two Mediterranean oaks. PLANT, CELL & ENVIRONMENT 2020; 43:1944-1957. [PMID: 32394490 DOI: 10.1111/pce.13781] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 05/04/2020] [Indexed: 05/16/2023]
Abstract
Resprouting is an ancestral trait in angiosperms that confers resilience after perturbations. As climate change increases stress, resprouting vigor is declining in many forest regions, but the underlying mechanism is poorly understood. Resprouting in woody plants is thought to be primarily limited by the availability of non-structural carbohydrate reserves (NSC), but hydraulic limitations could also be important. We conducted a multifactorial experiment with two levels of light (ambient, 2-3% of ambient) and three levels of water stress (0, 50 and 80 percent losses of hydraulic conductivity, PLC) on two Mediterranean oaks (Quercus ilex and Q. faginea) under a rain-out shelter (n = 360). The proportion of resprouting individuals after canopy clipping declined markedly as PLC increased for both species. NSC concentrations affected the response of Q. ilex, the species with higher leaf construction costs, and its effect depended on the PLC. The growth of resprouting individuals was largely dependent on photosynthetic rates for both species, while stored NSC availability and hydraulic limitations played minor and non-significant roles, respectively. Contrary to conventional wisdom, our results indicate that resprouting in oaks may be primarily driven by complex interactions between hydraulics and carbon sources, whereas stored NSC play a significant but secondary role.
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Affiliation(s)
- Víctor Resco de Dios
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
- Joint Research Unit CTFC-AGROTECNIO, Universitat de Lleida, Lleida, Spain
| | - Carles Arteaga
- Department of Crop and Forest Sciences, University of Lleida, Lleida, Spain
| | - José Javier Peguero-Pina
- Unidad de Recursos Forestales, Centro de Investigación y Tecnología Agroalimentaria de Aragón, Gobierno de Aragón, Zaragoza, Spain
| | - Domingo Sancho-Knapik
- Unidad de Recursos Forestales, Centro de Investigación y Tecnología Agroalimentaria de Aragón, Gobierno de Aragón, Zaragoza, Spain
| | - Haiyan Qin
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Obey K Zveushe
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Wei Sun
- Key Laboratory of Vegetation Ecology, Ministry of Education, Institute of Grassland Science, Northeast Normal University, Changchun, China
| | - David G Williams
- Department of Botany, University of Wyoming, Laramie, Wyoming, USA
| | - Matthias M Boer
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, New South Wales, Australia
| | - Jordi Voltas
- Joint Research Unit CTFC-AGROTECNIO, Universitat de Lleida, Lleida, Spain
- Department of Crop and Forest Sciences, University of Lleida, Lleida, Spain
| | - José M Moreno
- Department of Environmental Sciences, University of Castilla-La Mancha, Toledo, Spain
| | - David T Tissue
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, New South Wales, Australia
| | - Eustaquio Gil-Pelegrín
- Unidad de Recursos Forestales, Centro de Investigación y Tecnología Agroalimentaria de Aragón, Gobierno de Aragón, Zaragoza, Spain
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22
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Hartmann H, Bahn M, Carbone M, Richardson AD. Plant carbon allocation in a changing world - challenges and progress: introduction to a Virtual Issue on carbon allocation: Introduction to a virtual issue on carbon allocation. THE NEW PHYTOLOGIST 2020; 227:981-988. [PMID: 32662104 DOI: 10.1111/nph.16757] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Affiliation(s)
- Henrik Hartmann
- Department of Biogeochemical Processes, Max Planck Institute for Biogeochemistry, Hans Knoll Str. 10, 07745, Jena, Germany
| | - Michael Bahn
- Department of Ecology, University of Innsbruck, Sternwartestraße 15, 6020, Innsbruck, Austria
| | - Mariah Carbone
- Department of Biological Sciences, Center for Ecosystem Science and Society, Northern Arizona University, 200 Beckwith Way, Flagstaff, AZ, 86011, USA
| | - Andrew D Richardson
- Department of Biological Sciences, Center for Ecosystem Science and Society, Northern Arizona University, 200 Beckwith Way, Flagstaff, AZ, 86011, USA
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