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Wang T, Wang X, Zhang S, Song X, Zhang Y, Tan J, Ren Z, Xu Z, Che T, Yang Y, Nawaz Z. Extreme low air temperature and reduced moisture jointly inhibit respiration in alpine grassland on the Qinghai-Tibetan Plateau. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 927:172039. [PMID: 38552977 DOI: 10.1016/j.scitotenv.2024.172039] [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: 11/03/2023] [Revised: 03/26/2024] [Accepted: 03/26/2024] [Indexed: 04/09/2024]
Abstract
Alpine grassland is the main vegetation on the Qinghai-Tibetan Plateau (QTP) and exhibits high sensitivity to extreme weather events. With global warming, extreme weather events are projected to become more frequent on the QTP. However, the impact of these extreme weather events on the carbon cycle of alpine grassland remains unclear. The long-term in-situ carbon fluxes data was collected from 2013 to 2022 at an alpine grassland site to examine the impact of extreme low air temperature (ELT) and reduced moisture (including air and soil) on carbon fluxes during the growing season. Our findings indicated that a significant increase in net ecosystem production (NEP) after 2019, with the average NEP increasing from 278.91 ± 43.27 g C m-2 year-1 during 2013-2018 to 415.45 ± 45.29 g C m-2 year-1 during 2019-2022. The ecosystem carbon use efficiency (CUE) increased from 0.38 ± 0.06 during 2013-2018 to 0.62 ± 0.11 during 2019-2022. By combining concurrently measured environmental factors and remote sensing data, we identified the factors responsible for the abrupt change in the NEP after 2019. This phenomenon was caused by an abrupt decrease in ecosystem respiration (Reco) after 2019, which resulted from the inhibition imposed by ELT and reduced moisture. In contrast, gross primary production (GPP) remained stable from 2013 to 2022, which was confirmed by the remotely sensed vegetation index. This study highlights that combined extreme weather events associated with climate change can significantly impact the NEP of alpine grassland, potentially affecting different carbon fluxes at different rates. These findings provide new insights into the mechanisms governing the carbon cycle of alpine grassland.
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Affiliation(s)
- Tonghong Wang
- School of Geography and Environmental Sciences, Northwest Normal University, Lanzhou 730000, China; Key Laboratory of Remote Sensing of Gansu Province, Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Xufeng Wang
- Key Laboratory of Remote Sensing of Gansu Province, Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China; Academy of Plateau Science and Sustainability, Qinghai Normal University, Xining 810016, China.
| | - Songlin Zhang
- School of Geography and Environmental Sciences, Northwest Normal University, Lanzhou 730000, China.
| | - Xiaoyu Song
- Key Laboratory of Remote Sensing of Gansu Province, Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Yang Zhang
- Key Laboratory of Remote Sensing of Gansu Province, Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Junlei Tan
- Key Laboratory of Remote Sensing of Gansu Province, Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Zhiguo Ren
- Key Laboratory of Remote Sensing of Gansu Province, Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Ziwei Xu
- State Key Laboratory of Remote Sensing Science, School of Geography, Beijing Normal University, Beijing, China
| | - Tao Che
- Key Laboratory of Remote Sensing of Gansu Province, Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Yanpeng Yang
- Key Laboratory of Remote Sensing of Gansu Province, Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Zain Nawaz
- Department of Geography, Government College University, Faisalabad, Pakistan
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Li Q, Tietema A, Reinsch S, Schmidt IK, de Dato G, Guidolotti G, Lellei-Kovács E, Kopittke G, Larsen KS. Higher sensitivity of gross primary productivity than ecosystem respiration to experimental drought and warming across six European shrubland ecosystems. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 900:165627. [PMID: 37495128 DOI: 10.1016/j.scitotenv.2023.165627] [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: 03/24/2023] [Revised: 07/13/2023] [Accepted: 07/16/2023] [Indexed: 07/28/2023]
Abstract
Shrubland ecosystems across Europe face a range of threats including the potential impacts of climate change. Within the INCREASE project, six shrubland ecosystems along a European climatic gradient were exposed to ecosystem-level year-round experimental nighttime warming and long-term, repeated growing season droughts. We quantified the ecosystem level CO2 fluxes, i.e. gross primary productivity (GPP), ecosystem respiration (Reco) and net ecosystem exchange (NEE), in control and treatment plots and compared the treatment effects along the Gaussen aridity index. In general, GPP exhibited higher sensitivity to drought and warming than Reco and was found to be the dominant contributor to changes in overall NEE. Across the climate gradient, northern sites were more likely to have neutral to positive responses of NEE, i.e. increased CO2 uptake, to drought and warming partly due to seasonal rewetting. While an earlier investigation across the same sites showed a good cross-site relationship between soil respiration responses to climate over the Gaussen aridity index, the responses of GPP, Reco and NEE showed a more complex response pattern suggesting that site-specific ecosystem traits, such as different growing season periods and plant species composition, affected the overall response pattern of the ecosystem-level CO2 fluxes. We found that the observed response patterns of GPP and Reco rates at the six sites could be explained well by the hypothesized position of each site on site-specific soil moisture response curves of GPP/Reco fluxes. Such relatively simple, site-specific analyses could help improve our ability to explain observed CO2 flux patterns in larger meta-analyses as well as in larger-scale model upscaling exercises and thereby help improve our ability to project changes in ecosystem CO2 fluxes in response to future climate change.
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Affiliation(s)
- Qiaoyan Li
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Denmark.
| | - Albert Tietema
- Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, the Netherlands
| | - Sabine Reinsch
- UK Centre for Ecology & Hydrology, Environment Centre Wales, Bangor, United Kingdom
| | - Inger Kappel Schmidt
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Denmark
| | - Giovanbattista de Dato
- CREA Council for Agricultural Research and Economics, Research Centre for Forestry and Wood, Arezzo, Italy
| | - Gabriele Guidolotti
- Research Institute on Terrestrial Ecosystems (IRET), National Research Council (CNR), Porano, TR, Italy
| | | | - Gillian Kopittke
- Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, the Netherlands
| | - Klaus Steenberg Larsen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Denmark
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Du Y, Wang YP, Hui D, Su F, Yan J. Significant effects of precipitation frequency on soil respiration and its components-A global synthesis. GLOBAL CHANGE BIOLOGY 2023; 29:1188-1205. [PMID: 36408676 DOI: 10.1111/gcb.16532] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 10/23/2022] [Indexed: 06/16/2023]
Abstract
Global warming intensifies the hydrological cycle, which results in changes in precipitation regime (frequency and amount), and will likely have significant impacts on soil respiration (Rs ). Although the responses of Rs to changes in precipitation amount have been extensively studied, there is little consensus on how Rs will be affected by changes in precipitation frequency (PF) across the globe. Here, we synthesized the field observations from 296 published papers to quantify the effects of PF on Rs and its components using meta-analysis. Our results indicated that the effects of PF on Rs decreased with an increase in background mean annual precipitation. When the data were grouped by climate conditions, increased PF showed positive effects on Rs under the arid condition but not under the semi-humid or humid conditions, whereas decreased PF suppressed Rs across all the climate conditions. The positive effects of increased PF mainly resulted from the positive response of heterotrophic respiration under the arid condition while the negative effects of decreased PF were mainly attributed to the reductions in root biomass and respiration. Overall, our global synthesis provided for the first time a comprehensive analysis of the divergent effects of PF on Rs and its components across climate regions. This study also provided a framework for understanding and modeling responses of ecosystem carbon cycling to global precipitation change.
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Affiliation(s)
- Yue Du
- Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, China
- College of Geography and Environmental Science, Henan University, Kaifeng, China
| | - Ying-Ping Wang
- CSIRO Oceans and Atmosphere, Aspendale, Victoria, Australia
| | - Dafeng Hui
- Department of Biological Sciences, Tennessee State University, Nashville, Tennessee, USA
| | - Fanglong Su
- School of Life Sciences, Henan University, Kaifeng, China
| | - Junhua Yan
- Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, China
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He L, Lai CT, Mayes MA, Murayama S, Xu X. Microbial seasonality promotes soil respiratory carbon emission in natural ecosystems: A modeling study. GLOBAL CHANGE BIOLOGY 2021; 27:3035-3051. [PMID: 33971058 DOI: 10.1111/gcb.15627] [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: 01/10/2021] [Revised: 03/24/2021] [Accepted: 03/27/2021] [Indexed: 06/12/2023]
Abstract
Seasonality is a key feature of the biosphere and the seasonal dynamics of soil carbon (C) emissions represent a fundamental mechanism regulating the terrestrial-climate interaction. We applied a microbial explicit model-CLM-Microbe-to evaluate the impacts of microbial seasonality on soil C cycling in terrestrial ecosystems. The CLM-Microbe model was validated in simulating belowground respiratory fluxes, that is, microbial respiration, root respiration, and soil respiration at the site level. On average, the CLM-Microbe model explained 72% (n = 19, p < 0.0001), 65% (n = 19, p < 0.0001), and 71% (n = 18, p < 0.0001) of the variation in microbial respiration, root respiration, and soil respiration, respectively. We then compared the model simulations of soil respiratory fluxes and soil organic C content in top 1 m between the CLM-Microbe model with (CLM-Microbe) and without (CLM-Microbe_wos) seasonal dynamics of soil microbial biomass in natural biomes. Removing soil microbial seasonality reduced model performance in simulating microbial respiration and soil respiration, but led to slight differences in simulating root respiration. Compared with the CLM-Microbe, the CLM-Microbe_wos underestimated the annual flux of microbial respiration by 0.6%-32% and annual flux of soil respiration by 0.4%-29% in natural biomes. Correspondingly, the CLM-Microbe_wos estimated higher soil organic C content in top 1 m (0.2%-7%) except for the sites in Arctic and boreal regions. Our findings suggest that soil microbial seasonality enhances soil respiratory C emissions, leading to a decline in SOC storage. An explicit representation of soil microbial seasonality represents a critical improvement for projecting soil C decomposition and reducing the uncertainties in global C cycle projection under the changing climate.
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Affiliation(s)
- Liyuan He
- Department of Biology, San Diego State University, San Diego, CA, USA
| | - Chun-Ta Lai
- Department of Biology, San Diego State University, San Diego, CA, USA
| | - Melanie A Mayes
- Climate Change Science Institute and Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Shohei Murayama
- National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan
| | - Xiaofeng Xu
- Department of Biology, San Diego State University, San Diego, CA, USA
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Effects of Experimental Throughfall Exclusion on Soil Respiration in a Continental Coniferous Stand, South Korea. FORESTS 2020. [DOI: 10.3390/f11090972] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Severe droughts and changing precipitation patterns could alter the biogeochemical properties of the soil, affecting soil carbon cycles in forest ecosystems. A throughfall exclusion (TFE) experiment was conducted in a continental climate coniferous stand in Gangwon Province, Korea, to examine the effects of excluding rainfall on total soil respiration (SR), heterotrophic soil respiration (HR), autotrophic soil respiration (AR), sapling diameter growth, and soil bacterial communities from July 2016 to October 2017. The soil water content (SWC) was significantly decreased by the exclusion of the throughfall, resulting in changes in the bacterial communities, and subsequently a decrease in HR. Although AR did not present significant differences between the control and TFE plots, the rate of sapling growth was significantly lower in the TFE plots compared with that in the control plots. An exponential function relating SR to soil temperature accounted for 0.61% and 0.82% of the variance in SR in the control and TFE plots, respectively (Q10 = 2.48 and 2.86, respectively). Furthermore, a multivariate nonlinear model based on soil temperature and SWC explained 0.89% and 0.88% of the variance in SR in the control and TFE plots, respectively. When soil temperature was high, SR showed high fluctuations due to SWC variation. However, when SWC was low, we detected relatively small fluctuations in SR due to soil temperature. The results of this study show that the activity of soil microbial and root respiration during the growing season may be lower under future drought conditions.
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De Long JR, Semchenko M, Pritchard WJ, Cordero I, Fry EL, Jackson BG, Kurnosova K, Ostle NJ, Johnson D, Baggs EM, Bardgett RD. Drought soil legacy overrides maternal effects on plant growth. Funct Ecol 2019; 33:1400-1410. [PMID: 31588158 PMCID: PMC6767434 DOI: 10.1111/1365-2435.13341] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Accepted: 03/31/2019] [Indexed: 11/29/2022]
Abstract
Maternal effects (i.e. trans-generational plasticity) and soil legacies generated by drought and plant diversity can affect plant performance and alter nutrient cycling and plant community dynamics. However, the relative importance and combined effects of these factors on plant growth dynamics remain poorly understood.We used soil and seeds from an existing plant diversity and drought manipulation field experiment in temperate grassland to test maternal, soil drought and diversity legacy effects, and their interactions, on offspring plant performance of two grassland species (Alopecurus pratensis and Holcus lanatus) under contrasting glasshouse conditions.Our results showed that drought soil legacy effects eclipsed maternal effects on plant biomass. Drought soil legacy effects were attributed to changes in both abiotic (i.e. nutrient availability) and biotic soil properties (i.e. microbial carbon and enzyme activity), as well as plant root and shoot atom 15N excess. Further, plant tissue nutrient concentrations and soil microbial C:N responses to drought legacies varied between the two plant species and soils from high and low plant diversity treatments. However, these diversity effects did not affect plant root or shoot biomass.These findings demonstrate that while maternal effects resulting from drought occur in grasslands, their impacts on plant performance are likely minor relative to drought legacy effects on soil abiotic and biotic properties. This suggests that soil drought legacy effects could become increasingly important drivers of plant community dynamics and ecosystem functioning as extreme weather events become more frequent and intense with climate change. A plain language summary is available for this article.
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Affiliation(s)
- Jonathan R. De Long
- School of Earth and Environmental SciencesThe University of ManchesterManchesterUK
- Department of Terrestrial EcologyNetherlands Institute of EcologyWageningenThe Netherlands
| | - Marina Semchenko
- School of Earth and Environmental SciencesThe University of ManchesterManchesterUK
| | - William J. Pritchard
- School of Earth and Environmental SciencesThe University of ManchesterManchesterUK
| | - Irene Cordero
- School of Earth and Environmental SciencesThe University of ManchesterManchesterUK
| | - Ellen L. Fry
- School of Earth and Environmental SciencesThe University of ManchesterManchesterUK
| | - Benjamin G. Jackson
- The Global Academy of Agriculture and Food Security, The Royal (Dick) School of Veterinary StudiesThe University of EdinburghMidlothianUK
| | - Ksenia Kurnosova
- School of Earth and Environmental SciencesThe University of ManchesterManchesterUK
| | | | - David Johnson
- School of Earth and Environmental SciencesThe University of ManchesterManchesterUK
| | - Elizabeth M. Baggs
- The Global Academy of Agriculture and Food Security, The Royal (Dick) School of Veterinary StudiesThe University of EdinburghMidlothianUK
| | - Richard D. Bardgett
- School of Earth and Environmental SciencesThe University of ManchesterManchesterUK
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7
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de Nijs EA, Hicks LC, Leizeaga A, Tietema A, Rousk J. Soil microbial moisture dependences and responses to drying-rewetting: The legacy of 18 years drought. GLOBAL CHANGE BIOLOGY 2019; 25:1005-1015. [PMID: 30387912 DOI: 10.1111/gcb.14508] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Revised: 09/27/2018] [Accepted: 10/27/2018] [Indexed: 05/25/2023]
Abstract
Climate change will alter precipitation patterns with consequences for soil C cycling. An understanding of how fluctuating soil moisture affects microbial processes is therefore critical to predict responses to future global change. We investigated how long-term experimental field drought influences microbial tolerance to lower moisture levels ("resistance") and ability to recover when rewetted after drought ("resilience"), using soils from a heathland which had been subjected to experimental precipitation reduction during the summer for 18 years. We tested whether drought could induce increased resistance, resilience, and changes in the balance between respiration and bacterial growth during perturbation events, by following a two-tiered approach. We first evaluated the effects of the long-term summer drought on microbial community functioning to drought and drying-rewetting (D/RW), and second tested the ability to alter resistance and resilience through additional perturbation cycles. A history of summer drought in the field selected for increased resilience but not resistance, suggesting that rewetting after drought, rather than low moisture levels during drought, was the selective pressure shaping the microbial community functions. Laboratory D/RW cycles also selected for communities with a higher resilience rather than increased resistance. The ratio of respiration to bacterial growth during D/RW perturbation was lower for the field drought-exposed communities and decreased for both field treatments during the D/RW cycles. This suggests that cycles of D/RW also structure microbial communities to respond quickly and efficiently to rewetting after drought. Our findings imply that microbial communities can adapt to changing climatic conditions and that this might slow the rate of soil C loss predicted to be induced by future cyclic drought.
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Affiliation(s)
- Evy A de Nijs
- Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Amsterdam, The Netherlands
| | - Lettice C Hicks
- Section of Microbial Ecology, Department of Biology, Lund University, Lund, Sweden
| | - Ainara Leizeaga
- Section of Microbial Ecology, Department of Biology, Lund University, Lund, Sweden
| | - Albert Tietema
- Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Amsterdam, The Netherlands
| | - Johannes Rousk
- Section of Microbial Ecology, Department of Biology, Lund University, Lund, Sweden
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Temperature Dependence of Soil Respiration Modulated by Thresholds in Soil Water Availability Across European Shrubland Ecosystems. Ecosystems 2016. [DOI: 10.1007/s10021-016-0016-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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9
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Frank D, Reichstein M, Bahn M, Thonicke K, Frank D, Mahecha MD, Smith P, van der Velde M, Vicca S, Babst F, Beer C, Buchmann N, Canadell JG, Ciais P, Cramer W, Ibrom A, Miglietta F, Poulter B, Rammig A, Seneviratne SI, Walz A, Wattenbach M, Zavala MA, Zscheischler J. Effects of climate extremes on the terrestrial carbon cycle: concepts, processes and potential future impacts. GLOBAL CHANGE BIOLOGY 2015; 21:2861-80. [PMID: 25752680 PMCID: PMC4676934 DOI: 10.1111/gcb.12916] [Citation(s) in RCA: 227] [Impact Index Per Article: 25.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2013] [Accepted: 01/24/2015] [Indexed: 05/19/2023]
Abstract
Extreme droughts, heat waves, frosts, precipitation, wind storms and other climate extremes may impact the structure, composition and functioning of terrestrial ecosystems, and thus carbon cycling and its feedbacks to the climate system. Yet, the interconnected avenues through which climate extremes drive ecological and physiological processes and alter the carbon balance are poorly understood. Here, we review the literature on carbon cycle relevant responses of ecosystems to extreme climatic events. Given that impacts of climate extremes are considered disturbances, we assume the respective general disturbance-induced mechanisms and processes to also operate in an extreme context. The paucity of well-defined studies currently renders a quantitative meta-analysis impossible, but permits us to develop a deductive framework for identifying the main mechanisms (and coupling thereof) through which climate extremes may act on the carbon cycle. We find that ecosystem responses can exceed the duration of the climate impacts via lagged effects on the carbon cycle. The expected regional impacts of future climate extremes will depend on changes in the probability and severity of their occurrence, on the compound effects and timing of different climate extremes, and on the vulnerability of each land-cover type modulated by management. Although processes and sensitivities differ among biomes, based on expert opinion, we expect forests to exhibit the largest net effect of extremes due to their large carbon pools and fluxes, potentially large indirect and lagged impacts, and long recovery time to regain previous stocks. At the global scale, we presume that droughts have the strongest and most widespread effects on terrestrial carbon cycling. Comparing impacts of climate extremes identified via remote sensing vs. ground-based observational case studies reveals that many regions in the (sub-)tropics are understudied. Hence, regional investigations are needed to allow a global upscaling of the impacts of climate extremes on global carbon-climate feedbacks.
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Affiliation(s)
- Dorothea Frank
- Max Planck Institute for Biogeochemistry07745, Jena, Germany
- Correspondence: Dorothea Frank, tel. + 49 3641 576284, fax + 49 3641 577200, e-mail:
| | | | - Michael Bahn
- Institute of Ecology, University of Innsbruck6020, Innsbruck, Austria
| | - Kirsten Thonicke
- Potsdam Institute for Climate Impact Research (PIK) e.V.14773, Potsdam, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB)14195, Berlin, Germany
| | - David Frank
- Swiss Federal Research Institute WSL8903, Birmensdorf, Switzerland
- Oeschger Centre for Climate Change Research, University of BernCH-3012, Bern, Switzerland
| | | | - Pete Smith
- Institute of Biological and Environmental Sciences, University of Aberdeen23 St Machar Drive, Aberdeen, AB24 3UU, UK
| | - Marijn van der Velde
- Ecosystems Services and Management Program, International Institute of Applied Systems Analysis (IIASA)A-2361, Laxenburg, Austria
| | - Sara Vicca
- Research Group of Plant and Vegetation Ecology, Biology Department, University of AntwerpWilrijk, Belgium
| | - Flurin Babst
- Potsdam Institute for Climate Impact Research (PIK) e.V.14773, Potsdam, Germany
- Laboratory of Tree-Ring Research, The University of Arizona1215 E Lowell St, Tucson, AZ, 85721, USA
| | - Christian Beer
- Max Planck Institute for Biogeochemistry07745, Jena, Germany
- Department of Environmental Science and Analytical Chemistry (ACES), Bolin Centre for Climate Research, Stockholm University10691, Stockholm, Sweden
| | | | - Josep G Canadell
- Global Carbon Project, CSIRO Oceans and Atmosphere FlagshipGPO Box 3023, Canberra, ACT, 2601, Australia
| | - Philippe Ciais
- IPSL – Laboratoire des Sciences du Climat et de l’Environnement CEA-CNRS-UVSQ91191, Gif sur Yvette, France
| | - Wolfgang Cramer
- Institut Méditerranéen de Biodiversité et d’Ecologie marine et continentale (IMBE), Aix Marseille Université, CNRS, IRD, Avignon UniversitéAix-en-Provence, France
| | - Andreas Ibrom
- Department of Chemical and Biochemical Engineering, Technical University of Denmark (DTU)Frederiksborgvej 399, 4000, Roskilde, Denmark
| | - Franco Miglietta
- IBIMET-CNRVia Caproni, 8, 50145, Firenze, Italy
- FoxLab, Fondazione E.MachVia Mach 1, 30158, San Michele a/Adige, Trento, Italy
| | - Ben Poulter
- IPSL – Laboratoire des Sciences du Climat et de l’Environnement CEA-CNRS-UVSQ91191, Gif sur Yvette, France
| | - Anja Rammig
- Oeschger Centre for Climate Change Research, University of BernCH-3012, Bern, Switzerland
- Institute of Biological and Environmental Sciences, University of Aberdeen23 St Machar Drive, Aberdeen, AB24 3UU, UK
| | | | - Ariane Walz
- Institute of Earth and Environmental Science, University of Potsdam14476, Potsdam, Germany
| | - Martin Wattenbach
- Helmholtz Centre Potsdam, GFZ German Research Centre For Geosciences14473, Potsdam, Germany
| | - Miguel A Zavala
- Forest Ecology and Restoration Group, Universidad de AlcaláAlcalá de Henares, Madrid, Spain
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