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Blanco-Sacristán J, Johansen K, Elías-Lara M, Tu YH, Duarte CM, McCabe MF. Quantifying mangrove carbon assimilation rates using UAV imagery. Sci Rep 2024; 14:4648. [PMID: 38409194 PMCID: PMC10897312 DOI: 10.1038/s41598-024-55090-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 02/20/2024] [Indexed: 02/28/2024] Open
Abstract
Mangrove forests are recognized as one of the most effective ecosystems for storing carbon. In drylands, mangroves operate at the extremes of environmental gradients and, in many instances, offer one of the few opportunities for vegetation-based sequestering of carbon. Developing accurate and reproducible methods to map carbon assimilation in mangroves not only serves to inform efforts related to natural capital accounting, but can help to motivate their protection and preservation. Remote sensing offers a means to retrieve numerous vegetation traits, many of which can be related to plant biophysical or biochemical responses. The leaf area index (LAI) is routinely employed as a biophysical indicator of health and condition. Here, we apply a linear regression model to UAV-derived multispectral data to retrieve LAI across three mangrove sites located along the coastline of the Red Sea, with estimates producing an R2 of 0.72 when compared against ground-sampled LiCOR LAI-2200C LAI data. To explore the potential of monitoring carbon assimilation within these mangrove stands, the UAV-derived LAI estimates were combined with field-measured net photosynthesis rates from a LiCOR 6400/XT, providing a first estimate of carbon assimilation in dryland mangrove systems of approximately 3000 ton C km-2 yr-1. Overall, these results advance our understanding of carbon assimilation in dryland mangroves and provide a mechanism to quantify the carbon mitigation potential of mangrove reforestation efforts.
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Affiliation(s)
- Javier Blanco-Sacristán
- Climate and Livability Initiative, Division of Biological and Environmental Sciences and Engineering, King Abdullah University of Science and Technology, 23955-6900, Thuwal, Saudi Arabia.
| | - Kasper Johansen
- Climate and Livability Initiative, Division of Biological and Environmental Sciences and Engineering, King Abdullah University of Science and Technology, 23955-6900, Thuwal, Saudi Arabia
| | - Mariana Elías-Lara
- Climate and Livability Initiative, Division of Biological and Environmental Sciences and Engineering, King Abdullah University of Science and Technology, 23955-6900, Thuwal, Saudi Arabia
| | - Yu-Hsuan Tu
- Climate and Livability Initiative, Division of Biological and Environmental Sciences and Engineering, King Abdullah University of Science and Technology, 23955-6900, Thuwal, Saudi Arabia
| | - Carlos M Duarte
- Red Sea Research Center and Computational Bioscience Research Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Matthew F McCabe
- Climate and Livability Initiative, Division of Biological and Environmental Sciences and Engineering, King Abdullah University of Science and Technology, 23955-6900, Thuwal, Saudi Arabia
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Qin H, Sun M, Guo W, He Y, Yao Y, Resco de Dios V. Time-dependent regulation of respiration is widespread across plant evolution. PLANT, CELL & ENVIRONMENT 2024; 47:408-415. [PMID: 37927244 DOI: 10.1111/pce.14760] [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: 09/28/2023] [Accepted: 10/20/2023] [Indexed: 11/07/2023]
Abstract
Establishing the temperature dependence of respiration is critical for accurate predictions of the global carbon cycle under climate change. Diurnal temperature fluctuations, or changes in substrate availability, lead to variations in leaf respiration. Additionally, recent studies hint that the thermal sensitivity of respiration could be time-dependent. However, the role for endogenous processes, independent from substrate availability, as drivers of temporal changes in the sensitivity of respiration to temperature across phylogenies has not yet been addressed. Here, we examined the diurnal variation in the response of respiration to temperatures (R-T relationship) for different lycophyte, fern, gymnosperm and angiosperm species. We tested whether time-dependent changes in the R-T relationship would impact leaf level respiration modelling. We hypothesized that interactions between endogenous processes, like the circadian clock, and leaf respiration would be independent from changes in substrate availability. Overall, we observed a time-dependent sensitivity in the R-T relationship across phylogenies, independent of temperature, that affected modelling parameters. These results are compatible with circadian gating of respiration, but further studies should analyse the possible involvement of the clock. Our results indicate time-dependent regulation of respiration might be widespread across phylogenies, and that endogenous regulation of respiration is likely affecting leaf-level respiration fluxes.
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Affiliation(s)
- Haiyan Qin
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Mengqi Sun
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Weizhou Guo
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Yingpeng He
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Yinan Yao
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Víctor Resco de Dios
- Department of Forest and Agricultural Science and Engineering, University of Lleida, Lérida, Spain
- JRU CTFC-AGROTECNIO-CERCA Centre, Lérida, Spain
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Chieppa J, Feller IC, Harris K, Dorrance S, Sturchio MA, Gray E, Tjoelker MG, Aspinwall MJ. Thermal acclimation of leaf respiration is consistent in tropical and subtropical populations of two mangrove species. JOURNAL OF EXPERIMENTAL BOTANY 2023; 74:3174-3187. [PMID: 36882067 DOI: 10.1093/jxb/erad093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 03/06/2023] [Indexed: 05/21/2023]
Abstract
Populations from different climates often show unique growth responses to temperature, reflecting temperature adaptation. Yet, whether populations from different climates differ in physiological temperature acclimation remains unclear. Here, we test whether populations from differing thermal environments exhibit different growth responses to temperature and differences in temperature acclimation of leaf respiration. We grew tropical and subtropical populations of two mangrove species (Avicennia germinans and Rhizophora mangle) under ambient and experimentally warmed conditions in a common garden at the species' northern range limit. We quantified growth and temperature responses of leaf respiration (R) at seven time points over ~10 months. Warming increased productivity of tropical populations more than subtropical populations, reflecting a higher temperature optimum for growth. In both species, R measured at 25 °C declined as seasonal temperatures increased, demonstrating thermal acclimation. Contrary to our expectations, acclimation of R was consistent across populations and temperature treatments. However, populations differed in adjusting the temperature sensitivity of R (Q10) to seasonal temperatures. Following a freeze event, tropical Avicennia showed greater freeze damage than subtropical Avicennia, while both Rhizophora populations appeared equally susceptible. We found evidence of temperature adaptation at the whole-plant scale but little evidence for population differences in thermal acclimation of leaf physiology. Studies that examine potential costs and benefits of thermal acclimation in an evolutionary context may provide new insights into limits of thermal acclimation.
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Affiliation(s)
- Jeff Chieppa
- Department of Biology, University of North Florida, Jacksonville, FL 32224, USA
- College of Forestry and Wildlife Sciences, Auburn University, Auburn, AL 36849, USA
| | - Ilka C Feller
- Smithsonian Environmental Research Center, Edgewater, MD 21037, USA
| | - Kylie Harris
- Department of Biology, University of North Florida, Jacksonville, FL 32224, USA
| | - Susannah Dorrance
- Department of Biology, University of North Florida, Jacksonville, FL 32224, USA
| | - Matthew A Sturchio
- Department of Biology, University of North Florida, Jacksonville, FL 32224, USA
| | - Eve Gray
- Department of Biology, University of North Florida, Jacksonville, FL 32224, USA
| | - Mark G Tjoelker
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith New South Wales, Australia
| | - Michael J Aspinwall
- Department of Biology, University of North Florida, Jacksonville, FL 32224, USA
- College of Forestry and Wildlife Sciences, Auburn University, Auburn, AL 36849, USA
- Formation Environmental LLC, 1631 Alhambra Blvd, Suite 220, Sacramento, CA 95816, USA
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Yu H, Chen Y, Zhou G, Xu Z. Coordination of leaf functional traits under climatic warming in an arid ecosystem. BMC PLANT BIOLOGY 2022; 22:439. [PMID: 36100908 PMCID: PMC9472406 DOI: 10.1186/s12870-022-03818-z] [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: 05/31/2022] [Accepted: 08/24/2022] [Indexed: 05/05/2023]
Abstract
BACKGROUND Climatic warming is increasing regionally and globally, and results concerning warming and its consequent drought impacts have been reported extensively. However, due to a lack of quantitative analysis of warming severities, it is still unclear how warming and warming-induced drought influence leaf functional traits, particularly how the traits coordinate with each other to cope with climatic change. To address these uncertainties, we performed a field experiment with ambient, moderate and severe warming regimes in an arid ecosystem over 4 years. RESULTS Severe warming significantly reduced the specific leaf area and net photosynthetic rate with a relatively stable change and even enhancement under moderate warming, especially showing species-specific performance. The current results largely indicate that a coordinated trade-off can exist between plant functional traits in plant communities in a dryland ecosystem under ambient temperature conditions, which is strongly amplified by moderate warming but diminished or even eliminated by severe warming. Based on the present findings and recent results in the relevant literature, we advance the ecological conceptual models (e.g., LES and CSR) in the response to climatic warming in arid grassland communities, where the few key species play a crucial role by balancing their functional performances to cope with environmental change. CONCLUSION Our results highlight the importance of coordination and/or trade-off between leaf functional traits for understanding patterns of climatic change-induced vegetation degradation and suggest that the plant community composition in these drylands could be shifted under future climate change.
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Affiliation(s)
- Hongying Yu
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
- State Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences, Beijing, 100081, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yingting Chen
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
- Jiyang College of Zhejiang Agriculture and Forestry University, Zhuji, 311800, China
| | - Guangsheng Zhou
- State Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences, Beijing, 100081, China.
| | - Zhenzhu Xu
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China.
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Smith AJ, Noyce GL, Megonigal JP, Guntenspergen GR, Kirwan ML. Temperature optimum for marsh resilience and carbon accumulation revealed in a whole-ecosystem warming experiment. GLOBAL CHANGE BIOLOGY 2022; 28:3236-3245. [PMID: 35239211 DOI: 10.1111/gcb.16149] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 02/02/2022] [Accepted: 02/14/2022] [Indexed: 06/14/2023]
Abstract
Coastal marshes are globally important, carbon dense ecosystems simultaneously maintained and threatened by sea-level rise. Warming temperatures may increase wetland plant productivity and organic matter accumulation, but temperature-modulated feedbacks between productivity and decomposition make it difficult to assess how wetlands and their thick, organic-rich soils will respond to climate warming. Here, we actively increased aboveground plant-surface and belowground soil temperatures in two marsh plant communities, and found that a moderate amount of warming (1.7°C above ambient temperatures) consistently maximized root growth, marsh elevation gain, and belowground carbon accumulation. Marsh elevation loss observed at higher temperatures was associated with increased carbon mineralization and increased microtopographic heterogeneity, a potential early warning signal of marsh drowning. Maximized elevation and belowground carbon accumulation for moderate warming scenarios uniquely suggest linkages between metabolic theory of individuals and landscape-scale ecosystem resilience and function, but our work indicates nonpermanent benefits as global temperatures continue to rise.
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Affiliation(s)
- Alexander J Smith
- Virginia Institute of Marine Science, William & Mary, Gloucester Point, Virginia, USA
| | | | | | | | - Matthew L Kirwan
- Virginia Institute of Marine Science, William & Mary, Gloucester Point, Virginia, USA
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Aspinwall MJ, Chieppa J, Gray E, Golden-Ebanks M, Davidson L. Warming impacts on photosynthetic processes in dominant plant species in a subtropical forest. PHYSIOLOGIA PLANTARUM 2022; 174:e13654. [PMID: 35233781 DOI: 10.1111/ppl.13654] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 02/20/2022] [Indexed: 05/21/2023]
Abstract
Climate warming could shift some subtropical regions to a tropical climate in the next 30 years. Yet, climate warming impacts on subtropical species and ecosystems remain unclear. We conducted a passive warming experiment in a subtropical forest in Florida, USA, to determine warming impacts on four species differing in their climatic distribution, growth form, and functional type: Serenoa repens (palm), Andropogon glomeratus (C4 grass), Pinus palustris (needled evergreen tree), and Quercus laevis (broadleaved deciduous tree). We hypothesized that warming would have neutral-positive effects on photosynthetic processes in monocot species with warmer climatic distributions or adaptations to warmer temperatures, but negative effects on photosynthesis in tree species. We also hypothesized that periods of low soil moisture would alter photosynthetic responses to warming. In both monocot species, warming had no significant effect on net photosynthesis (A) or stomatal conductance (gs ) measured at prevailing temperatures, or photosynthetic capacity measured at a common temperature. In P. palustris, warming reduced A (-15%) and gs (-28%), and caused small reductions in Rubisco carboxylation and RuBP regeneration. Warming had little effect on photosynthetic processes in Q. laevis. Interestingly, A. glomeratus showed little sensitivity to reduced soil moisture, and all C3 species reduced A and gs as soil moisture declined and did so consistently across temperature treatments. In subtropical forests of the southeastern US, we conclude that climate warming may have neutral or slightly positive effects on the performance of grasses and broadleaved species but negative effects on P. palustris seedlings, foreshadowing possible changes in community and ecosystem properties.
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Affiliation(s)
- Michael J Aspinwall
- Department of Biology, University of North Florida, Jacksonville, Florida, USA
- School of Forestry and Wildlife Sciences, Auburn University, Auburn, Alabama, USA
| | - Jeff Chieppa
- Department of Biology, University of North Florida, Jacksonville, Florida, USA
- School of Forestry and Wildlife Sciences, Auburn University, Auburn, Alabama, USA
| | - Eve Gray
- Department of Biology, University of North Florida, Jacksonville, Florida, USA
| | | | - Lynsae Davidson
- Department of Biology, University of North Florida, Jacksonville, Florida, USA
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