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Gurarie E, Beaupré C, Couriot O, Cameron MD, Fagan WF, Joly K. Evidence for an Adaptive, Large-Scale Range Shift in a Long-Distance Terrestrial Migrant. GLOBAL CHANGE BIOLOGY 2024; 30:e17589. [PMID: 39604295 PMCID: PMC11602692 DOI: 10.1111/gcb.17589] [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: 04/19/2024] [Revised: 09/30/2024] [Accepted: 10/06/2024] [Indexed: 11/29/2024]
Abstract
Long-distance migrations are a striking, and strikingly successful, adaptation for highly mobile terrestrial animals in seasonal environments. However, it remains an open question whether migratory animals are more resilient or less resilient to rapidly changing environments. Furthermore, the mechanisms by which animals adapt or modify their migrations are poorly understood. We describe a dramatic shift of over 500 km in the wintering range of the Western Arctic Herd, a large caribou (Rangifer tarandus) herd in northwestern Alaska, an area that is undergoing some of the most rapid warming on Earth. Between 2012 and 2020, caribou switched from reliably wintering in maritime tundra in the southwesternmost portion of their range to more frequently wintering in mountainous areas to the east. Analysis of this range shift, in conjunction with nearly 200 documented mortality events, revealed that it was both broadly adaptive and likely driven by collective memory of poor winter conditions. Before the range shift, overwinter survival in the maritime tundra was high, routinely surpassing 95%, but falling to around 80% even as fewer animals wintered there. Meanwhile, in the increasingly used mountainous portion of the range, survival was intermediate and less variable across years compared to the extremes in the southern winter ranges. Thus, the shift only imperfectly mitigated overall increased mortality rates. The range shift has also been accompanied by changes in seasonal patterns of survival that are consistent with poorer nutritional intake in winter. Unexpectedly, the strongest single predictor of an individual's probability of migrating south was the overall survival of animals in the south in the preceding winter, suggesting that the range shift is in part driven by collective memory. Our results demonstrate the importance and use of collective decision making and memory for a highly mobile species for improving fitness outcomes in a dynamic, changing environment.
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Affiliation(s)
- Eliezer Gurarie
- State University of New YorkCollege of Environmental Science and ForestrySyracuseNew YorkUSA
| | - Chloe Beaupré
- State University of New YorkCollege of Environmental Science and ForestrySyracuseNew YorkUSA
| | - Ophélie Couriot
- State University of New YorkCollege of Environmental Science and ForestrySyracuseNew YorkUSA
| | - Matthew D. Cameron
- National Park Service, Arctic Inventory and Monitoring ProgramGates of the Arctic National Park and PreserveFairbanksAlaskaUSA
| | - William F. Fagan
- Department of BiologyUniversity of MarylandCollege ParkMarylandUSA
| | - Kyle Joly
- National Park Service, Arctic Inventory and Monitoring ProgramGates of the Arctic National Park and PreserveFairbanksAlaskaUSA
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Ivashchenko K, Gavrichkova O, Korneykova M, Vasenev V, Salnik N, Saltan N, Sarzhanov D, Babenko E, Urabova S, Slukovskaya M, Zavodskikh M, Gorbov S, Petrov D, Dolgikh A, Yu S, Vasileva M, Skripnikov P, Ryzhkov O, Nikerova K, Sushko S, Ananyeva ND, Bochko T, Kuzyakov Y. Extension of the soil monitoring network via tea bag initiatives: A 3000 km latitudinal gradient in European Russia. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 927:171881. [PMID: 38531454 DOI: 10.1016/j.scitotenv.2024.171881] [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: 11/30/2023] [Revised: 03/14/2024] [Accepted: 03/20/2024] [Indexed: 03/28/2024]
Abstract
The increasing popularity and recognition of citizen science approaches to monitor soil health have promoted the idea to assess soil microbial decomposition based on a standard litter sample - tea bags. Although tea bag initiatives are expanding across the world, the global datasets remain biased in regard to investigating regions and biomes. This study aimed to expand the tea bag initiative to European Russia, which remains a "white spot" on the tea bag index map. We also added urban soils into the analysis, which were underestimated previously. We compared the standard and local tea brands to explore possible adaptations of the standard approach to regions with limited access to standard tea brands. The established monitoring network included natural and urban sites in six vegetation zones along a 3000 km latitudinal gradient. There was a very close linear relationship (R2 = 0.94-0.98) in the mass loss of alternative and standard tea litter. The mass loss of green tea in soil along the latitudinal gradient showed an increasing trend from north to south. Variations in the microbial decomposition of green tea were mainly explained by the latitudinal gradient, with low soil temperature identified as key factors hampering decomposition. Mass loss of the more recalcitrant rooibos tea was mainly determined via land use, with decomposition rates on average 1.3 times higher in urban soils. This pattern was in line with higher soil temperatures and pH in urban sites compared to natural counterparts. The findings of our study could prove valuable in extending the tea bag network of soil decomposition assessment into broader territories, including urban areas. Additionally, they could facilitate the involvement of citizen science and complete the database for C cycle modeling depending on climatic conditions.
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Affiliation(s)
- K Ivashchenko
- Institute of Physicochemical and Biological Problems in Soil Science, Russian Academy of Sciences, Pushchino, Russia; Agrarian and Technological Institute, RUDN University, Moscow, Russia
| | - O Gavrichkova
- Research Institute on Terrestrial Ecosystems, National Research Council, Porano, Italy; National Biodiversity Future Center, Palermo, Italy.
| | - M Korneykova
- Agrarian and Technological Institute, RUDN University, Moscow, Russia; Kola Science Center of the Russian Academy of Sciences, Apatity, Russia
| | - V Vasenev
- Soil Geography and Landscape Group, Wageningen University, Wageningen, Netherlands
| | - N Salnik
- Southern Federal University, Rostov-on-Don, Russia
| | - N Saltan
- Kola Science Center of the Russian Academy of Sciences, Apatity, Russia
| | - D Sarzhanov
- Agrarian and Technological Institute, RUDN University, Moscow, Russia
| | - E Babenko
- Institute of Physicochemical and Biological Problems in Soil Science, Russian Academy of Sciences, Pushchino, Russia
| | - S Urabova
- Institute of Physicochemical and Biological Problems in Soil Science, Russian Academy of Sciences, Pushchino, Russia
| | - M Slukovskaya
- Kola Science Center of the Russian Academy of Sciences, Apatity, Russia
| | - M Zavodskikh
- Kola Science Center of the Russian Academy of Sciences, Apatity, Russia
| | - S Gorbov
- Southern Federal University, Rostov-on-Don, Russia
| | - D Petrov
- Institute of Geography, Russian Academy of Sciences, Moscow, Russia
| | - A Dolgikh
- Institute of Geography, Russian Academy of Sciences, Moscow, Russia; HSE University, Moscow, Russia
| | - Sotnikova Yu
- Agrarian and Technological Institute, RUDN University, Moscow, Russia
| | - M Vasileva
- Agrarian and Technological Institute, RUDN University, Moscow, Russia
| | - P Skripnikov
- Southern Federal University, Rostov-on-Don, Russia
| | - O Ryzhkov
- V.V. Alekhin Central Chernozem State Nature Biosphere Reserve, Kursk district, Zapovedny settlement, Russia
| | - K Nikerova
- Karelian Research Centre of the Russian Academy of Sciences, Petrozavodsk, Russia
| | - S Sushko
- Institute of Physicochemical and Biological Problems in Soil Science, Russian Academy of Sciences, Pushchino, Russia; Agrarian and Technological Institute, RUDN University, Moscow, Russia
| | - N D Ananyeva
- Institute of Physicochemical and Biological Problems in Soil Science, Russian Academy of Sciences, Pushchino, Russia
| | - T Bochko
- Kuban State University, Krasnodar, Russia
| | - Y Kuzyakov
- Agrarian and Technological Institute, RUDN University, Moscow, Russia; University of Göttingen, Göttingen, Germany
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Yuan M, Na M, Hicks LC, Rousk J. Limiting resources for soil microbial growth in climate change simulation treatments in the subarctic. Ecology 2024; 105:e4210. [PMID: 37989722 DOI: 10.1002/ecy.4210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 09/06/2023] [Accepted: 10/04/2023] [Indexed: 11/23/2023]
Abstract
The microbial use of resources to sustain life and reproduce influences for example, decomposition and plant nutrient provisioning. The study of "limiting factors" has shed light on the interaction between plants and their environment. Here, we investigated whether carbon (C), nitrogen (N), or phosphorus (P) was limiting for soil microorganisms in a subarctic tundra heath, and how changes in resource availability associated with climate change affected this. We studied samples in which changes in resource availability due to climate warming were simulated by the addition of birch litter and/or inorganic N. To these soils, we supplied factorial C (as glucose), N (as NH4 NO3 ), and P (as KH2 PO4 /K2 HPO4 ) additions ("limiting factor assays," LFA), to determine the limiting factors. The combination of C and P induced large growth responses in all soils and, combined with a systematic tendency for growth increases by C, this suggested that total microbial growth was primarily limited by C and secondarily by P. The C limitation was alleviated by the field litter treatment and strengthened by N fertilization. The microbial growth response to the LFA-C and LFA-P addition was strongest in the field-treatment that combined litter and N addition. We also found that bacteria were closer to P limitation than fungi. Our results suggest that, under a climate change scenario, increased C availability resulting from Arctic greening, treeline advance, and shrubification will reduce the microbial C limitation, while increased N availability resulting from warming will intensify the microbial C limitation. Our results also suggest that the synchronous increase of both C and N availability might lead to a progressive P limitation of microbial growth, primarily driven by bacteria being closer to P limitation. These shifts in microbial resource limitation might lead to a microbial targeting of the limiting element from organic matter, and also trigger competition for nutrients between plants and microorganisms, thus modulating the productivity of the ecosystem.
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Affiliation(s)
- Mingyue Yuan
- Section of Microbial Ecology, Department of Biology, Lund University, Lund, Sweden
| | - Meng Na
- Section of Microbial Ecology, Department of Biology, Lund University, Lund, Sweden
- School of Forestry, Northeast Forestry University, Harbin, China
| | - Lettice C Hicks
- Section of Microbial Ecology, Department of Biology, Lund University, Lund, Sweden
| | - Johannes Rousk
- Section of Microbial Ecology, Department of Biology, Lund University, Lund, Sweden
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Fry EL, Ashworth D, Allen KAJ, Chardon NI, Rixen C, Björkman MP, Björk RG, Stålhandske T, Molau M, Locke-King B, Cantillon I, McDonald C, Liu H, De Vries FT, Ostle NJ, Singh BK, Bardgett RD. Vegetation type, not the legacy of warming, modifies the response of microbial functional genes and greenhouse gas fluxes to drought in Oro-Arctic and alpine regions. FEMS Microbiol Ecol 2023; 99:fiad145. [PMID: 37951295 PMCID: PMC10673709 DOI: 10.1093/femsec/fiad145] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 10/31/2023] [Accepted: 11/09/2023] [Indexed: 11/13/2023] Open
Abstract
Climate warming and summer droughts alter soil microbial activity, affecting greenhouse gas (GHG) emissions in Arctic and alpine regions. However, the long-term effects of warming, and implications for future microbial resilience, are poorly understood. Using one alpine and three Arctic soils subjected to in situ long-term experimental warming, we simulated drought in laboratory incubations to test how microbial functional-gene abundance affects fluxes in three GHGs: carbon dioxide, methane, and nitrous oxide. We found that responses of functional gene abundances to drought and warming are strongly associated with vegetation type and soil carbon. Our sites ranged from a wet, forb dominated, soil carbon-rich systems to a drier, soil carbon-poor alpine site. Resilience of functional gene abundances, and in turn methane and carbon dioxide fluxes, was lower in the wetter, carbon-rich systems. However, we did not detect an effect of drought or warming on nitrous oxide fluxes. All gene-GHG relationships were modified by vegetation type, with stronger effects being observed in wetter, forb-rich soils. These results suggest that impacts of warming and drought on GHG emissions are linked to a complex set of microbial gene abundances and may be habitat-specific.
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Affiliation(s)
- Ellen L Fry
- School of Earth and Environment Sciences, University of Manchester, Oxford Road, Manchester, M13 9PL, United Kingdom
- Department of Biology, Edge Hill University, St Helens Road, Ormskirk, Lancashire, L39 4AP, United Kingdom
| | - Deborah Ashworth
- School of Earth and Environment Sciences, University of Manchester, Oxford Road, Manchester, M13 9PL, United Kingdom
| | - Kimberley A J Allen
- School of Earth and Environment Sciences, University of Manchester, Oxford Road, Manchester, M13 9PL, United Kingdom
| | - Nathalie Isabelle Chardon
- Biodiversity Research Centre, University of British Columbia, 2212 Main Mall Vancouver, BC V6T 1Z4, Canada
| | - Christian Rixen
- WSL Institute for Snow and Avalanche Research SLF, Flüelastrasse 11, CH-7260 Davos Dorf, Switzerland
- Swiss Federal Institute for Forest, Snow and Landscape Research (WSL), Flüelastrasse 11, 7260 Davos Dorf, Switzerland
- Climate Change, Extremes and Natural Hazards in Alpine Regions Research Centre CERC, Flüelastrasse 11, 7260 Davos Dorf, Switzerland
| | - Mats P Björkman
- Department of Earth Sciences, University of Gothenburg, Box 100 405 30 Gothenburg, Gothenburg, Sweden
- Gothenburg Global Biodiversity Centre, Box 100 405 30 Gothenburg, Gothenburg, Sweden
| | - Robert G Björk
- Department of Earth Sciences, University of Gothenburg, Box 100 405 30 Gothenburg, Gothenburg, Sweden
- Gothenburg Global Biodiversity Centre, Box 100 405 30 Gothenburg, Gothenburg, Sweden
| | - Thomas Stålhandske
- Department of Earth Sciences, University of Gothenburg, Box 100 405 30 Gothenburg, Gothenburg, Sweden
| | - Mathias Molau
- Department of Earth Sciences, University of Gothenburg, Box 100 405 30 Gothenburg, Gothenburg, Sweden
| | - Brady Locke-King
- Department of Biology, Edge Hill University, St Helens Road, Ormskirk, Lancashire, L39 4AP, United Kingdom
| | - Isabelle Cantillon
- Department of Biology, Edge Hill University, St Helens Road, Ormskirk, Lancashire, L39 4AP, United Kingdom
| | - Catriona McDonald
- Hawkesbury Institute for the Environment, Western Sydney University, Bourke Street, Penrith, NSW, Australia
| | - Hongwei Liu
- Hawkesbury Institute for the Environment, Western Sydney University, Bourke Street, Penrith, NSW, Australia
| | - Franciska T De Vries
- Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, 1090 GE Amsterdam, the Netherlands
| | - Nick J Ostle
- Lancaster Environment Centre, Lancaster University, Bailrigg, Lancaster, LA1 4YW, United Kingdom
| | - Brajesh K Singh
- Hawkesbury Institute for the Environment, Western Sydney University, Bourke Street, Penrith, NSW, Australia
- Global Centre for Land-Based Innovation, Western Sydney University, Bourke Street, Penrith, NSW, Australia
| | - Richard D Bardgett
- School of Earth and Environment Sciences, University of Manchester, Oxford Road, Manchester, M13 9PL, United Kingdom
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Krechetov PP, Sharapova AV, Semenkov IN, Koroleva TV. Protocol of conjugate evaluation of the biological activity of soils in terms of cellulolytic activity and biological consumption of oxygen. MethodsX 2022; 9:101841. [PMID: 36147451 PMCID: PMC9485209 DOI: 10.1016/j.mex.2022.101841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 08/28/2022] [Indexed: 11/24/2022] Open
Abstract
The article presents protocols for determining the biological activity of kerosene-contaminated soils in terms of two indicators, i.e. cellulolytic activity and biological consumption of oxygen. A method for determining the cellulolytic activity of soils is based on measuring the rate of cellulose decomposition in situ. Model test objects (linen fragments 10 × 20 cm weighing 4-6 g) were put in the root layer of soil. A month later, the linen was removed from soil and its weight loss was measured. Cellulolytic activity was estimated by the weight loss of readily hydrolysable organic matter (RHOM) per day (mg/g RHOM per day). The method for determining the biological consumption of oxygen of water was adapted for soils. The indicator characterizes the ability of microorganisms to oxidize organic substances using oxygen for 5 days. The analytic procedure includes taking a soil sample, preparing the suspension (the ratio of soil to distilled water is at least 1:10) and after 5 days measuring the concentration of unspent dissolved oxygen using the oxygen meter. The proposed methods give reproducible and reliable results on the biochemical activity of soil microorganisms in a wide range of soils, e.g. Retisols, Arenosols and Histosols, including those under hydrocarbon pollution.
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Total nitrogen influence bacterial community structure of active layer permafrost across summer and winter seasons in Ny-Ålesund, Svalbard. World J Microbiol Biotechnol 2022; 38:28. [PMID: 34989908 DOI: 10.1007/s11274-021-03210-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 12/13/2021] [Indexed: 10/19/2022]
Abstract
The permafrost in the polar regions is vital for maintaining the status quo of the earth's climate by limiting greenhouse gas emissions. The present study aims to investigate the seasonal variations and the influence of physicochemical parameters on the bacterial diversity and community structure of active layer permafrost (AL) around Ny-Ålesund, Svalbard. The AL soil samples were collected from four different geographical locations around Ny-Ålesund during the winter and summer seasons. The 16S rDNA amplicon sequencing was carried out to investigate the diversity and distribution profiles of bacterial communities among the collected AL samples. Physico-chemical parameters including soil pH, moisture content, total carbon (TC), total nitrogen (TN), and trace metals concentrations were measured. Bacterial phyla, Proteobacteria (15.4%-26%) and Chloroflexi (9.6%-22.5%) were predominantly distributed across both seasons. In the winter samples, Verrucomicrobiota (14.12%-23.39%) phylum, consisting of genera Chthoniobacter and Opitutus were highly abundant (Lefse, p < 0.05), whereas in summer bacterial genera belonging to Gemmatimonadota (3.3%-13.74%) and Acidobacteriota (18.02%-28.52%) phyla were highly abundant. The bacterial richness and diversity index were not significantly different between the winter and summer seasons. Principal coordinate analysis (PCoA) has revealed a distinct grouping between two seasons (PERMANOVA, p < 0.05). Bacterial community structure was significantly varied between winter and summer seasons, whereas the physico-chemical variable, TN, influenced the community structure. About 37.8% of the total operational taxonomic units (OTUs) were shared between seasons, whereas 25.4% and 36.8% of OTUs were unique to the summer and winter seasons. The present study revealed that the conditions prevailing during winter and summer has shaped bacterial community structure in AL samples albeit the stable diversity and most of the variation was explained by TN, indicating its critical role in oligotrophic permafrost.
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Madaschi C, Díaz-Villanueva V. A Warm Tea: The Role of Temperature and Hydroperiod on Litter Decomposition in Temporary Wetlands. Ecosystems 2021. [DOI: 10.1007/s10021-021-00724-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Wang L, Chen Y, Zhou Y, Zheng H, Xu Z, Tan B, You C, Zhang L, Li H, Guo L, Wang L, Huang Y, Zhang J, Liu Y. Litter chemical traits strongly drove the carbon fractions loss during decomposition across an alpine treeline ecotone. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 753:142287. [PMID: 33207458 DOI: 10.1016/j.scitotenv.2020.142287] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 09/06/2020] [Accepted: 09/07/2020] [Indexed: 06/11/2023]
Abstract
The decomposition of litter carbon (C) fraction is a major determinant of soil organic matter pool and nutrient cycling. However, knowledge of litter chemical traits regulate C fractions release is still relatively limited. A litterbag experiment was conducted using six plant functional litter types at two vegetation type (coniferous forest and alpine shrubland) in a treeline ecotone. We evaluated the relative importance of litter chemistry (i.e. Nutrient, C quality, and stoichiometry) on the loss of litter mass, non-polar extractables (NPE), water-soluble extractables (WSE), acid-hydrolyzable carbohydrates (ACID), and acid-unhydrolyzable residue (AUR) during decomposition. Litter nutrients contain nitrogen (N), phosphorus (P), potassium (K), calcium (Ca), sodium (Na), magnesium (Mg), aluminium (Al), manganese (Mn), zinc (Zn), iron (Fe) and copper (Cu), litter C quality contains C, WSE, NPE, ACID, and AUR, and stoichiometry was defined by C:N, C:P; N:P, ACID:N, and AUR:N. The results showed single exponential model fitted decomposition rates of litter mass and C fractions better than double exponential or asymptotic decomposition, and the decomposition rates of C fractions were strongly correlated with initial litter nutrients, especially K, Na, Ca. Furthermore, the temporal dynamics of litter nutrients (Ca, Mg, Na, K, Zn, and Fe) strongly regulated C fractions loss during the decomposition process. Changes in litter C quality had an evident effect on the degradation of ACID and AUR, supporting the concept of "priming effect" of soluble carbon fraction. The significant differences were found in the release of NPE, WSE, and ACID rather than AUR among coniferous forest and alpine shrubland, and the vegetation type effects largely depend on the changes in litter stoichiometry, which is an important implication for the change in plant community abundance regulate decay. Collectively, elucidating the hierarchical drivers of litter chemistry on decomposition is critical to soil C sequestration in alpine ecosystems.
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Affiliation(s)
- Lifeng Wang
- National Forestry and Grassland Administration Key Laboratory of Forest Resources Conservation and Ecological Safety on the Upper Reaches of the Yangtze River, Sichuan Province Key Laboratory of Ecological Forestry Engineering on the Upper Reaches of the Yangtze River, Long-term Research Station of Alpine Forest Ecosystems, Institute of Ecology & Forestry, Sichuan Agricultural University, Chengdu 611130, China
| | - Yamei Chen
- Key Laboratory of Southwest China Wildlife Resources Conservation, China West Normal University, Ministry of Education, Nanchong, Sichuan 637009, China
| | - Yu Zhou
- National Forestry and Grassland Administration Key Laboratory of Forest Resources Conservation and Ecological Safety on the Upper Reaches of the Yangtze River, Sichuan Province Key Laboratory of Ecological Forestry Engineering on the Upper Reaches of the Yangtze River, Long-term Research Station of Alpine Forest Ecosystems, Institute of Ecology & Forestry, Sichuan Agricultural University, Chengdu 611130, China
| | - Haifeng Zheng
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Rolighedsvej 23, 1958 Frederiksberg C, Denmark
| | - Zhenfeng Xu
- National Forestry and Grassland Administration Key Laboratory of Forest Resources Conservation and Ecological Safety on the Upper Reaches of the Yangtze River, Sichuan Province Key Laboratory of Ecological Forestry Engineering on the Upper Reaches of the Yangtze River, Long-term Research Station of Alpine Forest Ecosystems, Institute of Ecology & Forestry, Sichuan Agricultural University, Chengdu 611130, China
| | - Bo Tan
- National Forestry and Grassland Administration Key Laboratory of Forest Resources Conservation and Ecological Safety on the Upper Reaches of the Yangtze River, Sichuan Province Key Laboratory of Ecological Forestry Engineering on the Upper Reaches of the Yangtze River, Long-term Research Station of Alpine Forest Ecosystems, Institute of Ecology & Forestry, Sichuan Agricultural University, Chengdu 611130, China
| | - Chengming You
- National Forestry and Grassland Administration Key Laboratory of Forest Resources Conservation and Ecological Safety on the Upper Reaches of the Yangtze River, Sichuan Province Key Laboratory of Ecological Forestry Engineering on the Upper Reaches of the Yangtze River, Long-term Research Station of Alpine Forest Ecosystems, Institute of Ecology & Forestry, Sichuan Agricultural University, Chengdu 611130, China
| | - Li Zhang
- National Forestry and Grassland Administration Key Laboratory of Forest Resources Conservation and Ecological Safety on the Upper Reaches of the Yangtze River, Sichuan Province Key Laboratory of Ecological Forestry Engineering on the Upper Reaches of the Yangtze River, Long-term Research Station of Alpine Forest Ecosystems, Institute of Ecology & Forestry, Sichuan Agricultural University, Chengdu 611130, China
| | - Han Li
- National Forestry and Grassland Administration Key Laboratory of Forest Resources Conservation and Ecological Safety on the Upper Reaches of the Yangtze River, Sichuan Province Key Laboratory of Ecological Forestry Engineering on the Upper Reaches of the Yangtze River, Long-term Research Station of Alpine Forest Ecosystems, Institute of Ecology & Forestry, Sichuan Agricultural University, Chengdu 611130, China
| | - Li Guo
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu 611130, China
| | - Lixia Wang
- National Forestry and Grassland Administration Key Laboratory of Forest Resources Conservation and Ecological Safety on the Upper Reaches of the Yangtze River, Sichuan Province Key Laboratory of Ecological Forestry Engineering on the Upper Reaches of the Yangtze River, Long-term Research Station of Alpine Forest Ecosystems, Institute of Ecology & Forestry, Sichuan Agricultural University, Chengdu 611130, China
| | - Youyou Huang
- Key Laboratory of Southwest China Wildlife Resources Conservation, China West Normal University, Ministry of Education, Nanchong, Sichuan 637009, China
| | - Jian Zhang
- National Forestry and Grassland Administration Key Laboratory of Forest Resources Conservation and Ecological Safety on the Upper Reaches of the Yangtze River, Sichuan Province Key Laboratory of Ecological Forestry Engineering on the Upper Reaches of the Yangtze River, Long-term Research Station of Alpine Forest Ecosystems, Institute of Ecology & Forestry, Sichuan Agricultural University, Chengdu 611130, China.
| | - Yang Liu
- National Forestry and Grassland Administration Key Laboratory of Forest Resources Conservation and Ecological Safety on the Upper Reaches of the Yangtze River, Sichuan Province Key Laboratory of Ecological Forestry Engineering on the Upper Reaches of the Yangtze River, Long-term Research Station of Alpine Forest Ecosystems, Institute of Ecology & Forestry, Sichuan Agricultural University, Chengdu 611130, China.
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