Methane emissions reduce the radiative cooling effect of a subtropical estuarine mangrove wetland by half

The role of coastal mangrove wetlands in sequestering atmospheric carbon dioxide (CO2) and mitigating climate change has received increasing attention in recent years. While recent studies have shown that methane (CH4) emissions can potentially offset the carbon burial rates in low‐salinity coastal wetlands, there is hitherto a paucity of direct and year‐round measurements of ecosystem‐scale CH4 flux (FCH4) from mangrove ecosystems. In this study, we examined the temporal variations and biophysical drivers of ecosystem‐scale FCH4 in a subtropical estuarine mangrove wetland based on 3 years of eddy covariance measurements. Our results showed that daily mangrove FCH4 reached a peak of over 0.1 g CH4‐C m−2 day−1 during the summertime owing to a combination of high temperature and low salinity, while the wintertime FCH4 was negligible. In this mangrove, the mean annual CH4 emission was 11.7 ± 0.4 g CH4‐C m–2 year−1 while the annual net ecosystem CO2 exchange ranged between −891 and −690 g CO2‐C m−2 year−1, indicating a net cooling effect on climate over decadal to centurial timescales. Meanwhile, we showed that mangrove FCH4 could offset the negative radiative forcing caused by CO2 uptake by 52% and 24% over a time horizon of 20 and 100 years, respectively, based on the corresponding sustained‐flux global warming potentials. Moreover, we found that 87% and 69% of the total variance of daily FCH4 could be explained by the random forest machine learning algorithm and traditional linear regression model, respectively, with soil temperature and salinity being the most dominant controls. This study was the first of its kind to characterize ecosystem‐scale FCH4 in a mangrove wetland with long‐term eddy covariance measurements. Our findings implied that future environmental changes such as climate warming and increasing river discharge might increase CH4 emissions and hence reduce the net radiative cooling effect of estuarine mangrove forests.

[1]  Shing Yip Lee,et al.  Improved estimates on global carbon stock and carbon pools in tidal wetlands , 2020, Nature Communications.

[2]  W. Oechel,et al.  FLUXNET-CH4 Synthesis Activity : Objectives, Observations, and Future Directions , 2019 .

[3]  D. Lai,et al.  Subtropical mangrove wetland is a stronger carbon dioxide sink in the dry than wet seasons , 2019, Agricultural and Forest Meteorology.

[4]  A. Goonetilleke,et al.  Behaviour of metals in an urban river and the pollution of estuarine environment. , 2019, Water research.

[5]  Minseok Kang,et al.  Gap‐filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component analysis , 2019, Global change biology.

[6]  D. Maher,et al.  Are methane emissions from mangrove stems a cryptic carbon loss pathway? Insights from a catastrophic forest mortality. , 2019, The New phytologist.

[7]  Mark Huxham,et al.  The future of Blue Carbon science , 2019, Nature Communications.

[8]  D. Baldocchi,et al.  Effect of Drought-Induced Salinization on Wetland Methane Emissions, Gross Ecosystem Productivity, and Their Interactions , 2019, Ecosystems.

[9]  L. Sack,et al.  A stomatal safety-efficiency trade-off constrains responses to leaf dehydration , 2019, Nature Communications.

[10]  W. Silver,et al.  Assessing the carbon and climate benefit of restoring degraded agricultural peat soils to managed wetlands , 2019, Agricultural and Forest Meteorology.

[11]  G. Vourlitis,et al.  Radiative forcing of methane fluxes offsets net carbon dioxide uptake for a tropical flooded forest , 2019, Global change biology.

[12]  J. Downing,et al.  Eutrophication will increase methane emissions from lakes and impoundments during the 21st century , 2019, Nature Communications.

[13]  T. Morin Advances in the Eddy Covariance Approach to CH4 Monitoring Over Two and a Half Decades , 2019, Journal of Geophysical Research: Biogeosciences.

[14]  C. Lovelock,et al.  Dimensions of Blue Carbon and emerging perspectives , 2019, Biology Letters.

[15]  Janine B. Adams,et al.  Wetland carbon storage controlled by millennial-scale variation in relative sea-level rise , 2019, Nature.

[16]  W. Oechel,et al.  Monthly gridded data product of northern wetland methane emissions based on upscaling eddy covariance observations , 2019, Earth System Science Data.

[17]  D. Baldocchi,et al.  Widespread inhibition of daytime ecosystem respiration , 2019, Nature Ecology & Evolution.

[18]  Clare Duncan,et al.  The value of small mangrove patches , 2019, Science.

[19]  K. Covey,et al.  Methane production and emissions in trees and forests. , 2019, The New phytologist.

[20]  J. Peñuelas,et al.  The physics and ecology of mining carbon dioxide from the atmosphere by ecosystems , 2019, Global change biology.

[21]  I. Mammarella,et al.  Standardisation of eddy-covariance flux measurements of methane and nitrous oxide , 2018, International Agrophysics.

[22]  G. Lin,et al.  Methane Emission from Mangrove Wetland Soils Is Marginal but Can Be Stimulated Significantly by Anthropogenic Activities , 2018, Forests.

[23]  Mei Wang,et al.  Temporal shifts in controls over methane emissions from a boreal bog , 2018, Agricultural and Forest Meteorology.

[24]  A. Hawkes,et al.  Methane emissions: choosing the right climate metric and time horizon. , 2018, Environmental science. Processes & impacts.

[25]  M. Lupascu,et al.  Mangrove blue carbon strategies for climate change mitigation are most effective at the national scale , 2018, Biology Letters.

[26]  T. Hirano,et al.  Ecosystem‐scale methane flux in tropical peat swamp forest in Indonesia , 2018, Global change biology.

[27]  P. Casper,et al.  Eutrophication exacerbates the impact of climate warming on lake methane emission. , 2018, The Science of the total environment.

[28]  W. Silver,et al.  Soil properties and sediment accretion modulate methane fluxes from restored wetlands , 2018, Global change biology.

[29]  M. Migliavacca,et al.  Basic and extensible post-processing of eddy covariance flux data with REddyProc , 2018, Biogeosciences.

[30]  A. Bloom,et al.  Nongrowing season methane emissions–a significant component of annual emissions across northern ecosystems , 2018, Global change biology.

[31]  Markus Reichstein,et al.  Upscaled diurnal cycles of land–atmosphere fluxes: a new global half-hourly data product , 2018, Earth System Science Data.

[32]  D. Maher,et al.  Beyond burial: lateral exchange is a significant atmospheric carbon sink in mangrove forests , 2018, Biology Letters.

[33]  D. Baldocchi,et al.  A Biogeochemical Compromise: The High Methane Cost of Sequestering Carbon in Restored Wetlands , 2018, Geophysical Research Letters.

[34]  B. Eyre,et al.  Methane emissions partially offset “blue carbon” burial in mangroves , 2018, Science Advances.

[35]  P. Stoy,et al.  Eddy Covariance Measurements of Methane Flux at a Tropical Peat Forest in Sarawak, Malaysian Borneo , 2018 .

[36]  Bruno Hérault,et al.  What drives long-term variations in carbon flux and balance in a tropical rainforest in French Guiana? , 2018 .

[37]  S. Knox,et al.  Direct and Indirect Effects of Tides on Ecosystem‐Scale CO2 Exchange in a Brackish Tidal Marsh in Northern California , 2018 .

[38]  G. Lin,et al.  Stronger ecosystem carbon sequestration potential of mangrove wetlands with respect to terrestrial forests in subtropical China , 2018 .

[39]  C. Peng,et al.  Multi-scale temporal variation of methane flux and its controls in a subtropical tidal salt marsh in eastern China , 2018, Biogeochemistry.

[40]  D. Victor,et al.  Ocean commitments under the Paris Agreement , 2017 .

[41]  J. Juang,et al.  Methane Emissions from a Subtropical Grass Marshland, Northern Taiwan , 2017, Wetlands.

[42]  X. Lee,et al.  Spatial variations of methane emission in a large shallow eutrophic lake in subtropical climate , 2017 .

[43]  D. Baldocchi,et al.  Evaluation of Density Corrections to Methane Fluxes Measured by Open-Path Eddy Covariance over Contrasting Landscapes , 2017, Boundary-Layer Meteorology.

[44]  V. Engel,et al.  Dissolved carbon biogeochemistry and export in mangrove-dominated rivers of the Florida Everglades , 2017 .

[45]  Jingfeng Xiao,et al.  Contrasting ecosystem CO2 fluxes of inland and coastal wetlands: a meta‐analysis of eddy covariance data , 2017, Global change biology.

[46]  E. Mcleod,et al.  Clarifying the role of coastal and marine systems in climate mitigation , 2017 .

[47]  R. Vargas,et al.  Carbon Dioxide and Methane Fluxes From Tree Stems, Coarse Woody Debris, and Soils in an Upland Temperate Forest , 2017, Ecosystems.

[48]  Bin Chen,et al.  Soil greenhouse gas emissions reduce the contribution of mangrove plants to the atmospheric cooling effect , 2016 .

[49]  Mark S. Johnson,et al.  Annual greenhouse gas budget for a bog ecosystem undergoing restoration by rewetting , 2016 .

[50]  P. Forster,et al.  New use of global warming potentials to compare cumulative and short-lived climate pollutants , 2016 .

[51]  Markus Reichstein,et al.  Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms , 2016 .

[52]  J. Deborde,et al.  Net ecosystem CO 2 exchange in the “Coeur de Voh” mangrove, New Caledonia: Effects of water stress on mangrove productivity in a semi-arid climate , 2016 .

[53]  G. Holm,et al.  Component greenhouse gas fluxes and radiative balance from two deltaic marshes in Louisiana: Pairing chamber techniques and eddy covariance , 2016 .

[54]  D. Maher,et al.  Pristine mangrove creek waters are a sink of nitrous oxide , 2016, Scientific Reports.

[55]  D. Maher,et al.  Are mangroves drivers or buffers of coastal acidification? Insights from alkalinity and dissolved inorganic carbon export estimates across a latitudinal transect , 2016 .

[56]  G. Holm,et al.  Ecosystem Level Methane Fluxes from Tidal Freshwater and Brackish Marshes of the Mississippi River Delta: Implications for Coastal Wetland Carbon Projects , 2016, Wetlands.

[57]  D. Baldocchi,et al.  Biophysical controls on interannual variability in ecosystem‐scale CO2 and CH4 exchange in a California rice paddy , 2016 .

[58]  V. K. Dadhwal,et al.  Seasonal Variations of Carbon Dioxide, Water Vapor and Energy Fluxes in Tropical Indian Mangroves , 2016 .

[59]  Dennis D. Baldocchi,et al.  Identifying scale‐emergent, nonlinear, asynchronous processes of wetland methane exchange , 2016 .

[60]  S. Mukhopadhyay,et al.  Atmospheric fluxes and photo-oxidation of methane in the mangrove environment of the Sundarbans, NE coast of India; A case study from Lothian Island , 2015 .

[61]  Gustau Camps-Valls,et al.  Uncertainty analysis of gross primary production upscaling using Random Forests, remote sensing and eddy covariance data , 2015 .

[62]  Saskia E. Werners,et al.  Hydrological response to climate change: The Pearl River, China under different RCP scenarios , 2015 .

[63]  Moving Beyond Global Warming Potentials to Quantify the Climatic Role of Ecosystems , 2015, Ecosystems.

[64]  D. Campbell,et al.  Overriding control of methane flux temporal variability by water table dynamics in a Southern Hemisphere, raised bog , 2015 .

[65]  A. Datta,et al.  Factors influencing spatio-temporal variation of methane and nitrous oxide emission from a tropical mangrove of eastern coast of India , 2015 .

[66]  W. Oechel,et al.  The uncertain climate footprint of wetlands under human pressure , 2015, Proceedings of the National Academy of Sciences.

[67]  B. Eyre,et al.  Spatial and temporal variability of carbon dioxide and methane fluxes over semi-diurnal and spring–neap–spring timescales in a mangrove creek , 2015 .

[68]  D. Baldocchi,et al.  Agricultural peatland restoration: effects of land‐use change on greenhouse gas (CO2 and CH4) fluxes in the Sacramento‐San Joaquin Delta , 2015, Global change biology.

[69]  A. Oishi,et al.  On the difference in the net ecosystem exchange of CO2 between deciduous and evergreen forests in the southeastern United States , 2015, Global change biology.

[70]  D. Baldocchi,et al.  Measuring fluxes of trace gases and energy between ecosystems and the atmosphere – the state and future of the eddy covariance method , 2014, Global change biology.

[71]  G. Bohrer,et al.  Environmental drivers of methane fluxes from an urban temperate wetland park , 2014 .

[72]  Y. Prairie,et al.  Oxic water column methanogenesis as a major component of aquatic CH4 fluxes , 2014, Nature Communications.

[73]  Soon-Thiam Khu,et al.  Water Quality Changes during Rapid Urbanization in the Shenzhen River Catchment: An Integrated View of Socio-Economic and Infrastructure Development , 2014 .

[74]  G. Lin,et al.  Typhoons exert significant but differential impacts on net ecosystem carbon exchange of subtropical mangrove forests in China , 2014 .

[75]  C. Jha,et al.  Eddy covariance based methane flux in Sundarbans mangroves, India , 2014, Journal of Earth System Science.

[76]  Jeffrey R. White,et al.  A synthesis of methane emissions from 71 northern, temperate, and subtropical wetlands , 2014, Global change biology.

[77]  David Bastviken,et al.  Methane fluxes show consistent temperature dependence across microbial to ecosystem scales , 2014, Nature.

[78]  D. Alongi Carbon cycling and storage in mangrove forests. , 2014, Annual review of marine science.

[79]  H. Grossart,et al.  Paradox reconsidered: Methane oversaturation in well‐oxygenated lake waters , 2014 .

[80]  D. Shindell,et al.  Anthropogenic and Natural Radiative Forcing , 2014 .

[81]  W. Oechel,et al.  Testing the applicability of neural networks as a gap-filling method using CH 4 flux data from high latitude wetlands , 2013 .

[82]  Gilles Louppe,et al.  Understanding variable importances in forests of randomized trees , 2013, NIPS.

[83]  Inigo J. Losada,et al.  The role of coastal plant communities for climate change mitigation and adaptation , 2013 .

[84]  Peter Bergamaschi,et al.  Three decades of global methane sources and sinks , 2013 .

[85]  K. Butterbach‐Bahl,et al.  Nitrous oxide emissions from soils: how well do we understand the processes and their controls? , 2013, Philosophical Transactions of the Royal Society B: Biological Sciences.

[86]  Qianlai Zhuang,et al.  Methane emissions from wetlands: biogeochemical, microbial, and modeling perspectives from local to global scales , 2013, Global change biology.

[87]  J. Fuentes,et al.  Modeling light use efficiency in a subtropical mangrove forest equipped with CO 2 eddy covariance , 2013 .

[88]  B. Eyre,et al.  Groundwater‐derived dissolved inorganic and organic carbon exports from a mangrove tidal creek: The missing mangrove carbon sink? , 2013 .

[89]  J. Adams,et al.  The salinity gradient influences on the inundation tolerance thresholds of mangrove forests , 2013 .

[90]  P. Crill,et al.  Environmental and physical controls on northern terrestrial methane emissions across permafrost zones , 2013, Global Change Biology.

[91]  T. J. Smith,et al.  Organic carbon burial rates in mangrove sediments: Strengthening the global budget , 2012 .

[92]  H. Soegaard,et al.  Climate and site management as driving factors for the atmospheric greenhouse gas exchange of a restored wetland , 2012 .

[93]  Mousumi Banerjee,et al.  Identifying representative trees from ensembles , 2012, Statistics in medicine.

[94]  A. Wagtendonk,et al.  Ecosystem service values for mangroves in Southeast Asia: A meta-analysis and value transfer applicatio , 2012 .

[95]  Matteo Detto,et al.  Gross ecosystem photosynthesis causes a diurnal pattern in methane emission from rice , 2012 .

[96]  J. Fuentes,et al.  Hurricane disturbance and recovery of energy balance, CO2 fluxes and canopy structure in a mangrove forest of the Florida Everglades , 2012 .

[97]  S. Livesley,et al.  Temperate mangrove and salt marsh sediments are a small methane and nitrous oxide source but important carbon store , 2012 .

[98]  Carlos M. Duarte,et al.  A blueprint for blue carbon: toward an improved understanding of the role of vegetated coastal habitats in sequestering CO2 , 2011 .

[99]  H. Grossart,et al.  Microbial methane production in oxygenated water column of an oligotrophic lake , 2011, Proceedings of the National Academy of Sciences.

[100]  Hanna J. Poffenbarger,et al.  Salinity Influence on Methane Emissions from Tidal Marshes , 2011, Wetlands.

[101]  M. Kanninen,et al.  Mangroves among the most carbon-rich forests in the tropics , 2011 .

[102]  Gaël Varoquaux,et al.  Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..

[103]  E. Veenendaal,et al.  Release of CO2 and CH4 from lakes and drainage ditches in temperate wetlands , 2011 .

[104]  Thomas Foken,et al.  Documentation and Instruction Manual of the Eddy-Covariance Software Package TK3 (update) , 2011 .

[105]  H. Rennenberg,et al.  Seasonal variation in nitrous oxide and methane emissions from subtropical estuary and coastal mangrove sediments, Australia. , 2011, Plant biology.

[106]  Jordan G. Barr,et al.  Controls on mangrove forest‐atmosphere carbon dioxide exchanges in western Everglades National Park , 2010 .

[107]  Y. Ye,et al.  Summer fluxes of atmospheric greenhouse gases N2O, CH4 and CO2 from mangrove soil in South China. , 2010, The Science of the total environment.

[108]  D. Lai Methane dynamics in northern peatlands: a review. , 2009 .

[109]  T. Miyajima,et al.  Export of inorganic carbon from two Southeast Asian mangrove forests to adjacent estuaries as estimated by the stable isotope composition of dissolved inorganic carbon , 2009 .

[110]  Daniel M. Alongi,et al.  The Energetics of Mangrove Forests , 2009 .

[111]  Scott D. Bridgham,et al.  The carbon balance of North American wetlands , 2006, Wetlands.

[112]  Laura López-Hoffman,et al.  Environmental drivers in mangrove establishment and early development: A review , 2008 .

[113]  T. Dittmar,et al.  Organic carbon dynamics in mangrove ecosystems : a review , 2008 .

[114]  T. J. Smith,et al.  Mangrove production and carbon sinks: A revision of global budget estimates , 2008 .

[115]  K. Lam,et al.  Phosphorus retention and release by sediments in the eutrophic Mai Po Marshes, Hong Kong. , 2008, Marine pollution bulletin.

[116]  M. Heimann,et al.  Comprehensive comparison of gap-filling techniques for eddy covariance net carbon fluxes , 2007 .

[117]  H. Biswas,et al.  Spatial and temporal patterns of methane dynamics in the tropical mangrove dominated estuary, NE coast of Bay of Bengal, India , 2007 .

[118]  D. R. Cutler,et al.  Utah State University From the SelectedWorks of , 2017 .

[119]  A. Ellison,et al.  A World Without Mangroves? , 2007, Science.

[120]  H. Rennenberg,et al.  Spatial and temporal variation of nitrous oxide and methane flux between subtropical mangrove sediments and the atmosphere , 2007 .

[121]  T. Vesala,et al.  Towards a standardized processing of Net Ecosystem Exchange measured with eddy covariance technique: algorithms and uncertainty estimation , 2006 .

[122]  R. Ramesh,et al.  Tidal dynamics and rainfall control N2O and CH4 emissions from a pristine mangrove creek , 2006 .

[123]  G. Katul,et al.  Soil moisture and vegetation controls on evapotranspiration in a heterogeneous Mediterranean ecosystem on Sardinia, Italy , 2006 .

[124]  F. Keppler,et al.  Methane emissions from terrestrial plants under aerobic conditions , 2006, Nature.

[125]  T. Vesala,et al.  On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm , 2005 .

[126]  Jehn-Yih Juang,et al.  Variability in net ecosystem exchange from hourly to inter-annual time scales at adjacent pine and hardwood forests: a wavelet analysis. , 2005, Tree physiology.

[127]  Leo Breiman,et al.  Bagging Predictors , 1996, Machine Learning.

[128]  R. Purvaja,et al.  Plant‐mediated methane emission from an Indian mangrove , 2004 .

[129]  Leo Breiman,et al.  Random Forests , 2001, Machine Learning.

[130]  S. Lau,et al.  Water quality degradation at the Mai Po Marshes Nature Reserve (Hong Kong) with reference to nutrient enrichment , 1999, Hydrobiologia.

[131]  John Moncrieff,et al.  Averaging, Detrending, and Filtering of Eddy Covariance Time Series , 2004 .

[132]  H. Rennenberg,et al.  Emission of Methane and Nitrous Oxide by Australian Mangrove Ecosystems , 2003 .

[133]  D. Baldocchi Assessing the eddy covariance technique for evaluating carbon dioxide exchange rates of ecosystems: past, present and future , 2003 .

[134]  J. Wilczak,et al.  Sonic Anemometer Tilt Correction Algorithms , 2001 .

[135]  R. Purvaja,et al.  Human impacts on methane emission from mangrove ecosystems in India , 2000 .

[136]  G. Katul,et al.  An approximate analytical model for footprint estimation of scalar fluxes in thermally stratified atmospheric flows , 2000 .

[137]  Awwa,et al.  Standard Methods for the examination of water and wastewater , 1999 .

[138]  Li,et al.  Carbon dynamics of Deep Bay, eastern Pearl River Estuary, China. I:A mass balance budget and implications for shorebird conservation , 1998 .

[139]  J. Middelburg,et al.  Diel methane emission patterns from Scirpus lacustris and Phragmites australis , 1998 .

[140]  Dean Vickers,et al.  Quality Control and Flux Sampling Problems for Tower and Aircraft Data , 1997 .

[141]  A. Verhoef,et al.  A system to measure surface fluxes of momentum, sensible heat, water vapour and carbon dioxide , 1997 .

[142]  William Ussler,et al.  Methane dynamics across a tidally flooded riverbank margin , 1995 .

[143]  Ron Kohavi,et al.  A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection , 1995, IJCAI.

[144]  M. C. Ball,et al.  Growth responses to salinity in relation to distribution of two mangrove species, Sonneratia alba and S. lanceolata, in northern Australia , 1995 .

[145]  J. Chanton,et al.  Primary production control of methane emission from wetlands , 1993, Nature.

[146]  D. Jacob,et al.  Atmosphere‐biosphere exchange of CO2 and O3 in the central Amazon Forest , 1990 .

[147]  A. E. Greenberg,et al.  Standard methods for the examination of water and wastewater : supplement to the sixteenth edition , 1988 .

[148]  D. I. Sebacher,et al.  Methane emissions along a salt marsh salinity gradient , 1987 .

[149]  E. K. Webb,et al.  Correction of flux measurements for density effects due to heat and water vapour transfer , 1980 .

[150]  D. Hammond,et al.  Early oxidation of organic matter in pelagic sediments of the eastern equatorial Atlantic: suboxic diagenesis , 1979 .