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Soil respiration variability and correlation across a wide range of temporal scales

Journal Article · · Journal of Geophysical Research. Biogeosciences
DOI:https://doi.org/10.1029/2019JG005265· OSTI ID:1608549

The high temporal variability of the soil-to-atmosphere CO2 flux (soil respiration, RS) has been studied at hourly to multiannual timescales, but remains less well understood than RS spatial variability. How RS fluxes vary and are auto-correlated at various time lags has practical implications for sampling, and more fundamentally for our understanding of its abiotic and biotic underlying mechanisms. We examined the variability, correlation, and sampling requirements of RS over a wide range of temporal scales in a temperate deciduous forest in eastern Maryland, USA, using both automated (temporally continuous, N = 30,036 over ten months) and survey (spatially diverse, temporally sparse, N = 1,912 over 17 months) data. Data from a global RS database were also used to examine interannual variability in comparable forests. The coefficient of variability of successive measurements generally varied from the minute (median CV 16%) to hourly and daily (11-12%) timescales. Successive RS values measured at a given collar exhibited a strong hour-to-hour correlation (r = 0.931), and a moderate correlation at a two-hour lag (0.289); day-to-day (i.e., 24 hour lag) hourly observations were uncorrelated. Daily RS means were well correlated at a one-day lag (r = 0.856), but not at any further time lag. In a linear mixed-effects model predicting RS, soil temperature and moisture exerted consistently strong effects regardless of timescale, and model coefficient of variability was generally high (>80%). These results provide new opportunities to explore the drivers and variability of RS fluxes, quantify sampling requirements, and improve error propagation.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
DOE Contract Number:
AC05-76RL01830
OSTI ID:
1608549
Report Number(s):
PNNL-SA-143258
Journal Information:
Journal of Geophysical Research. Biogeosciences, Journal Name: Journal of Geophysical Research. Biogeosciences Journal Issue: 11 Vol. 124
Country of Publication:
United States
Language:
English

References (80)

High-resolution isotope measurements resolve rapid ecohydrological dynamics at the soil-plant interface journal February 2016
Constraining estimates of global soil respiration by quantifying sources of variability journal June 2018
Global pattern of temperature sensitivity of soil heterotrophic respiration (Q 10 ) and its implications for carbon-climate feedback : GLOBAL PATTERN OF TEMPERATURE SENSITIVITY journal May 2009
A cross-biome synthesis of soil respiration and its determinants under simulated precipitation changes journal February 2016
Temporal Variability of Soil Carbon Dioxide Flux journal January 2004
A global database of soil respiration data journal January 2010
Future Global Soil Respiration Rates Will Swell Despite Regional Decreases in Temperature Sensitivity Caused by Rising Temperature journal November 2018
Temperature-associated increases in the global soil respiration record journal March 2010
Global Carbon Budget 2017 journal January 2018
Uncertainty analysis in carbon cycle models of forest ecosystems: Research needs and development of a theoretical framework to estimate error propagation journal December 2008
Short-term temporal changes in the spatial variability model of CO2 emissions from a Brazilian bare soil journal September 2000
Vertical profile and canopy organization in a mixed deciduous forest journal December 1989
Effects of experimental drought on soil respiration and radiocarbon efflux from a temperate forest soil journal February 2006
Interannual variation of soil respiration in two New England forests journal June 2001
Effects of temperature and soil water-content on soil respiration of grazed and ungrazed Leymus chinensis steppes, Inner Mongolia journal October 2006
Comparing ecosystem and soil respiration: Review and key challenges of tower-based and soil measurements journal February 2018
Fitting Linear Mixed-Effects Models Using lme4 journal January 2015
On maintaining pressure equilibrium between a soil CO 2 flux chamber and the ambient air journal January 2006
Potential bias of daily soil CO2 efflux estimates due to sampling time journal September 2017
Global spatiotemporal distribution of soil respiration modeled using a global database journal January 2015
Rapid and transient response of soil respiration to rain journal June 2004
Uncertainty in source partitioning using stable isotopes journal April 2001
Spatial and temporal variation in soil respiration in a Southeast Asian tropical rainforest journal November 2007
On the multi-temporal correlation between photosynthesis and soil CO2 efflux: reconciling lags and observations journal May 2011
Rhizosphere activity and atmospheric methane concentrations drive variations of methane fluxes in a temperate forest soil journal January 2018
Measurement strategies to account for soil respiration temporal heterogeneity across diverse regions journal October 2018
A conceptual and practical approach to data quality and analysis procedures for high-frequency soil respiration measurements journal December 2008
Modeling temporal and large-scale spatial variability of soil respiration from soil water availability, temperature and vegetation productivity indices journal November 2003
Biotic and abiotic factors controlling the spatial and temporal variation of soil respiration in an agricultural ecosystem journal February 2007
Spatial and temporal variation in soil respiration in a seasonally dry tropical forest, Thailand journal September 2009
Shifts in pore connectivity from precipitation versus groundwater rewetting increases soil carbon loss after drought journal November 2017
Estimating heterotrophic respiration at large scales: challenges, approaches, and next steps journal June 2016
The Sampling Distribution of the Coefficient of Variation journal September 1936
Microbial response to freeze-thaw cycles in tundra and taiga soils journal August 1996
Comparison of soil respiration methods in a mid-latitude deciduous forest journal April 2006
The value of soil respiration measurements for interpreting and modeling terrestrial carbon cycling journal November 2016
Characterization of the Partial Autocorrelation Function journal November 1974
Compensatory water effects link yearly global land CO2 sink changes to temperature journal January 2017
Frontiers and challenges in soil respiration research: from measurements to model-data integration journal May 2010
Temperature sensitivity of soil carbon decomposition and feedbacks to climate change journal March 2006
Mind the gap: non-biological processes contributing to soil CO 2 efflux journal February 2015
Aspects of spatial and temporal aggregation in estimating regional carbon dioxide fluxes from temperate forest soils journal January 1994
Photosynthetic enhancement and diurnal stem and soil carbon fluxes in a mature Norway spruce stand under elevated CO2 journal April 2016
Gap filling strategies and error in estimating annual soil respiration journal February 2013
Increases in soil respiration following labile carbon additions linked to rapid shifts in soil microbial community composition journal December 2006
Cross-biome patterns in soil microbial respiration predictable from evolutionary theory on thermal adaptation journal January 2019
The sensitivity of soil respiration to soil temperature, moisture, and carbon supply at the global scale journal October 2016
Midday depression of tree root respiration in relation to leaf transpiration journal May 2011
Temperate forest methane sink diminished by tree emissions journal March 2017
Spatial and temporal variability of soil respiration in agricultural fields journal May 1991
Diel patterns of autotrophic and heterotrophic respiration among phenological stages journal January 2013
The Response of Global Terrestrial Ecosystems to Interannual Temperature Variability journal October 1997
An inversion approach for determining distribution of production and temperature sensitivity of soil respiration journal January 2016
Climate extremes and the carbon cycle journal August 2013
Nutrients and chlorophyll at the interface of a watershed and an estuary journal March 1991
Hot-Moments of Soil CO2 Efflux in a Water-Limited Grassland journal August 2018
Inter-annual variability of net and gross ecosystem carbon fluxes: A review journal February 2018
How a hurricane disturbance influences extreme CO 2 fluxes and variance in a tropical forest journal September 2012
FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem–Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities journal November 2001
The propagation of errors in long-term measurements of land-atmosphere fluxes of carbon and water journal June 1996
Explicitly representing soil microbial processes in Earth system models: Soil microbes in earth system models journal October 2015
Spatiotemporal variability of soil respiration in a seasonal tropical forest journal August 2017
Trends and methodological impacts in soil CO2 efflux partitioning: A metaanalytical review journal June 2006
Interannual variability in global soil respiration, 1980-94 journal August 2002
How many measurements are needed to estimate accurate daily and annual soil respiration fluxes? Analysis using data from a temperate rainforest journal January 2016
Soil respiration in a mixed temperate forest and its contribution to total ecosystem respiration journal May 2005
Quantifying and reducing the differences in forest CO 2 -fluxes estimated by eddy covariance, biometric and chamber methods: A global synthesis journal December 2017
Contribution of soil respiration to the global carbon equation journal September 2016
Partitioning of the net CO 2 exchange using an automated chamber system reveals plant phenology as key control of production and respiration fluxes in a boreal peatland journal May 2018
Historical land use and stand age effects on forest soil properties in the Mid-Atlantic US journal June 2016
Globally rising soil heterotrophic respiration over recent decades journal August 2018
Drying and wetting of Mediterranean soils stimulates decomposition and carbon dioxide emission: the "Birch effect" journal July 2007
Field measurements of soil respiration: principles and constraints, potentials and limitations of different methods book May 2010
Hot spots, hot moments, and spatio-temporal controls on soil CO2 efflux in a water-limited ecosystem journal October 2014
Spatial–temporal variation in soil respiration in an oak–grass savanna ecosystem in California and its partitioning into autotrophic and heterotrophic components journal March 2005
Tree photosynthesis modulates soil respiration on a diurnal time scale journal August 2005
Effects of soil rewetting and thawing on soil gas fluxes: a review of current literature and suggestions for future research journal January 2012
A Comparative Study of Tests for Homogeneity of Variances, with Applications to the Outer Continental Shelf Bidding Data journal November 1981
Microbial biomass response to a rapid increase in water potential when dry soil is wetted journal January 1987
Minimizing artifacts and biases in chamber-based measurements of soil respiration journal December 2002

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