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Soil, land care and environmental research
RESEARCH ARTICLE

Variability of total soil respiration in a Mediterranean vineyard

Egidio Lardo A , Assunta Maria Palese A B , Vitale Nuzzo A , Cristos Xiloyannis A and Giuseppe Celano A
+ Author Affiliations
- Author Affiliations

A Dipartimento delle Culture Europee e del Mediterraneo: Architettura, Ambiente, Patrimoni Culturali, Università degli Studi della Basilicata, via San Rocco, 3 – 75100 Matera, Italy.

B Corresponding author. Email: assunta.palese@unibas.it; dinapalese@hotmail.it

Soil Research 53(5) 531-541 https://doi.org/10.1071/SR14288
Submitted: 13 October 2014  Accepted: 6 April 2015   Published: 20 August 2015

Abstract

Total soil respiration (TSR) is the major component of the CO2 global flux. The knowledge of the temporal-spatial variability of TSR allows for a better interpretation of a critical component of global greenhouse gas flux measurements. The objective of the research was to evaluate the TSR dynamic over a long measurement period in a vineyard in the South of Italy. A static home-made automatic system was used to measure TSR for a three year period. A portable gas analyser (Li-Cor 6400-09) was used to study TSR spatial variability. A non-invasive geophysical technique (Electromagnetic Induction – EMI) was applied to search for a significant relationship between apparent soil electrical conductivity (ECa), the EMI signal and TSR. Long-term measurements of TSR enabled to study its temporal dynamics. CO2 rates ranged from 0.78 to 43.7 g CO2 m–2 day–1. TSR increased during spring and decreased by 45–50% during the mid-summer. The daily trend of TSR showed differences between the seasons studied reporting a clearly variation among TSR measured on row and inter-row positions. The supplemental irrigation significantly affected (P < 0.001) CO2 soil effluxes which showed a weekly mean increase of 300%. Significant inverse relationships were found by interpolating TSR values and ECa (coefficient of correlation ranging from –0.43 to –0.83 at P < 0.001). The spatialisation of TSR at field scale was performed using the linear regression between TSR values and EMI signals. TSR spatialisation gave a more detailed view of CO2 emissions distribution within the vineyard. EMI technique could be a useful tool to compute accurately the global CO2 emissions which are a complex and hard to measure component of the agrosystem carbon balance.

Additional keywords: soil carbon flux, electromagnetic induction, ECa, Aglianico, Li-Cor 6400-09, Profiler EMP 400 GSSI.


References

Allaire SE, Lange SF, Lafond JA, Pelletier B, Cambouris AN, Dutilleul P (2012) Multiscale spatial variability of CO2 emissions and correlations with physico-chemical soil properties. Geoderma 170, 251–260.
Multiscale spatial variability of CO2 emissions and correlations with physico-chemical soil properties.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC38Xhsl2gs78%3D&md5=0719ccc35ba06885d6a848350fddcabcCAS |

Allen D, Clarke J, Lawrie K, Fitzpatrick A, Apps H, Lowis W, Hatch M, Price A, Wilkes P, Dore D, Street GJ, Abbott S, Beckett K (2007) ‘Geophysics for the Irrigation Industry.’ Irrigation Insights No. 7. (Land and Water Australia)

Almagro M, Lopez J, Querejeta JI, Martinez-Mena M (2009) Temperature dependence of soil CO2 efflux is strongly modulated by seasonal patterns of moisture availability in a Mediterranean ecosystem. Soil Biology & Biochemistry 41, 594–605.
Temperature dependence of soil CO2 efflux is strongly modulated by seasonal patterns of moisture availability in a Mediterranean ecosystem.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1MXit1Omt7Y%3D&md5=3fc68d4d4c68e7cac2af390e41ec3ea2CAS |

Bahn M, Knapp M, Garajova Z, Pfahringer N, Cernusca A (2006) Root respiration in temperate mountain grasslands differing in land use. Global Change Biology 12, 995–1006.
Root respiration in temperate mountain grasslands differing in land use.Crossref | GoogleScholarGoogle Scholar |

Bicalho ES, Panosso AR, Teixeira DDB, Miranda JGV, Pereira GT, La Scala N (2014) Spatial variability structure of soil CO2 emission and soil attributes in a sugarcane area. Agriculture, Ecosystems & Environment 189, 206–215.
Spatial variability structure of soil CO2 emission and soil attributes in a sugarcane area.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC2cXnslGlsbw%3D&md5=baa94bac565f4ea7e881f190ca502ef8CAS |

Bronson KF, Booker JD, Officer SJ, Lascano RJ, Maas SJ, Searcy SW, Booker J (2005) Apparent electrical conductivity, soil property and spatial covariance in the U.S. Southern high plains. Precision Agriculture 6, 297–311.
Apparent electrical conductivity, soil property and spatial covariance in the U.S. Southern high plains.Crossref | GoogleScholarGoogle Scholar |

Buchmann N (2000) Biotic and abiotic factors regulating soil respiration rates in Picea abies stands. Soil Biology & Biochemistry 32, 1625–1635.
Biotic and abiotic factors regulating soil respiration rates in Picea abies stands.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3cXntFSlsro%3D&md5=621a20c0256c4b8d4c24aa81109efcc3CAS |

Burrough PA, McDonnell RA (1998) ‘Principles of geographical information system.’ (Oxford University Press: Oxford, UK)

Buysse P, Schnepf-Kiss AC, Carnol M, Malchair S, Roisin C, Aubinet M (2013) Fifty years of crop residue management have a limited impact on soil heterotrophic respiration. Agricultural and Forest Meteorology 180, 102–111.
Fifty years of crop residue management have a limited impact on soil heterotrophic respiration.Crossref | GoogleScholarGoogle Scholar |

Cambardella CA, Moorman TB, Novak JM, Parkin TB, Karlen DL, Turco RF, Konopka AE (1994) Field-scale variability of soil properties in central Iowa soils. Soil Science Society of America Journal 58, 1501–1511.
Field-scale variability of soil properties in central Iowa soils.Crossref | GoogleScholarGoogle Scholar |

Carlisle E, Steenwerth KL, Smart DR (2006) Effects of land use on soil respiration: conversion of oak woodlands to vineyards. Journal of Environmental Quality 35, 1396–1404.
Effects of land use on soil respiration: conversion of oak woodlands to vineyards.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD28Xns1Cktbo%3D&md5=c9bbf222e3a79ab7d41f5e7344e04538CAS | 16825460PubMed |

Chen LF, Ong CK, Neo CP, Varadan VV, Varadan VK (2004) ‘Microwave electronics.’ (Wiley: West Sussex, England)

Corwin DL, Lesch SM (2003) Applications of soil electrical conductivity to precision agriculture: theory, principles and guidelines. Agronomy Journal 95, 455–471.
Applications of soil electrical conductivity to precision agriculture: theory, principles and guidelines.Crossref | GoogleScholarGoogle Scholar |

Corwin DL, Lesch SM (2005) Apparent soil electrical conductivity measurements in agriculture. Computers and Electronics in Agriculture 46, 11–43.
Apparent soil electrical conductivity measurements in agriculture.Crossref | GoogleScholarGoogle Scholar |

Davidson EA, Savage K, Verchot EA, Navarro R (2002) Minimizing artifacts and biases in chamber-based measurements of soil respiration. Agricultural and Forest Meteorology 113, 21–37.
Minimizing artifacts and biases in chamber-based measurements of soil respiration.Crossref | GoogleScholarGoogle Scholar |

Davies R (2004) Mapping soil properties for irrigation development in the Riverland of South Australia using EM38. In ‘SuperSoil 2004, Australian and New Zealand Soils Conference’. 5–9 December 2004, University of Sydney, NSW, Australia.

Delle Vedove G, Alberti G, Zuliani M, Peressotti A, Inglima I, Zerbi G (2007) Automated monitoring of soil respiration an improved automatic chamber system. Italian Journal of Agronomy 2, 377–382.
Automated monitoring of soil respiration an improved automatic chamber system.Crossref | GoogleScholarGoogle Scholar |

Dominy CS, Haynes RJ, Van Antwerpen R (2002) Loss of soil organic matter and related soil properties under long-term sugarcane production on two contrasting soils. Biology and Fertility of Soils 36, 350–356.
Loss of soil organic matter and related soil properties under long-term sugarcane production on two contrasting soils.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD38XovVWgsLc%3D&md5=e2342d4f648f6aa23b6fabbb2ed32673CAS |

Domsch H, Giebel A (2004) Estimation of soil textural features from soil electrical conductivity recorded using the EM38. Precision Agriculture 5, 389–409.
Estimation of soil textural features from soil electrical conductivity recorded using the EM38.Crossref | GoogleScholarGoogle Scholar |

Doolittle J, Petersen M, Wheeler T (2001) Comparison of two electromagnetic induction tools in salinity appraisals. Journal of Soil and Water Conservation 56, 257–262.

Epron D, Farque L, Lucot E, Badot P (1999) Soil CO2 efflux in a beech forest: dependence on soil temperature and soil water content. Annals of Forest Science 56, 221–226.
Soil CO2 efflux in a beech forest: dependence on soil temperature and soil water content.Crossref | GoogleScholarGoogle Scholar |

Fang C, Moncrieff JB, Gholz HL, Clark KL (1998) Soil CO2 efflux and its spatial variation in a Florida slash pine plantation. Plant and Soil 205, 135–146.
Soil CO2 efflux and its spatial variation in a Florida slash pine plantation.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK1MXhtlGgs7Y%3D&md5=f44e1fcc3039026c6d38a7afad70e278CAS |

Fernandez DP, Neff JC, Belnap J, Reynolds RL (2006) Soil respiration in the cold desert environment of the Colorado Plateau (USA): abiotic regulators and thresholds. Biogeochemistry 78, 247–265.
Soil respiration in the cold desert environment of the Colorado Plateau (USA): abiotic regulators and thresholds.Crossref | GoogleScholarGoogle Scholar |

Friedman SP (2005) Soil properties influencing apparent electrical conductivity: A review. Computers and Electronics in Agriculture 46, 45–70.
Soil properties influencing apparent electrical conductivity: A review.Crossref | GoogleScholarGoogle Scholar |

Gärdenäs AI (2000) Soil respiration fluxes measured along a hydrological gradient in a Norway spruce stand in south Sweden (Skogaby). Plant and Soil 221, 273–280.
Soil respiration fluxes measured along a hydrological gradient in a Norway spruce stand in south Sweden (Skogaby).Crossref | GoogleScholarGoogle Scholar |

Grünzweig JM, Hemming D, Maseyk K, Lin T, Rotenberg E, Raz-Yaseef N, Falloon PD, Yakir D (2009) Water limitation to soil CO2 efflux in a pine forest at the semiarid “timberline”. Journal of Geophysical Research 114, G03008
Water limitation to soil CO2 efflux in a pine forest at the semiarid “timberline”.Crossref | GoogleScholarGoogle Scholar |

Healy RW, Striegl RG, Russell TF, Hutchinson GL, Livingston GP (1996) Numerical evaluation of static-chamber measurements of soil-atmosphere gas exchange: identification of physical processes. Soil Science Society of America Journal 60, 740–747.
Numerical evaluation of static-chamber measurements of soil-atmosphere gas exchange: identification of physical processes.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK28XjtFanu78%3D&md5=8bccb4c53b7d14008986e73004aa12e7CAS |

Hibbard KA, Law BE, Reichstein M, Sulzman J (2005) An analysis of soil respiration across northern hemisphere temperate ecosystems. Biogeochemistry 73, 29–70.
An analysis of soil respiration across northern hemisphere temperate ecosystems.Crossref | GoogleScholarGoogle Scholar |

Irvine J, Law BE (2002) Contrasting soil respiration in young and old-growth ponderosa pine forests. Global Change Biology 8, 1183–1194.
Contrasting soil respiration in young and old-growth ponderosa pine forests.Crossref | GoogleScholarGoogle Scholar |

IUSS Working Group WRB (2006) ‘World Reference Base for Soil Resources.’ 2nd edn. (World Soil Resources Reports No. 103. (FAO: Rome)

Jabro JD, Sainju U, Stevens WB, Evans RG (2008) Carbon dioxide flux as affected by tillage and irrigation in soil converted from perennial forages to annual crops. Journal of Environmental Management 88, 1478–1484.
Carbon dioxide flux as affected by tillage and irrigation in soil converted from perennial forages to annual crops.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1cXhtFCiurjK&md5=2d369974211fda8d96220b8092357ecfCAS | 17716807PubMed |

Janssens IA, Freibauer A, Ciais P, Smith P, Nabuurs GJ, Folberth G, Schlamadinger B, Hutjes RWA, Ceulemans R, Schulze ED, Valentini R, Dolman H (2003) Europe’s terrestrial biosphere absorbs 7–12% of European anthropogenic CO2 emissions. Science 300, 1538–1542.
Europe’s terrestrial biosphere absorbs 7–12% of European anthropogenic CO2 emissions.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3sXktlKrtbg%3D&md5=4376b47f41c588f37b324cfd1a72a3bfCAS | 12764201PubMed |

Jarvis P, Rey A, Petsikos C, Wingate L, Rayment M, Pereira J, Banza J, David J, Miglietta F, Borghetti M, Manca G, Valentini R (2007) Drying and wetting of Mediterranean soils stimulates decomposition and carbon dioxide emission: “the Birch effect”. Tree Physiology 27, 929–940.
Drying and wetting of Mediterranean soils stimulates decomposition and carbon dioxide emission: “the Birch effect”.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2sXoslGgtr4%3D&md5=c2c4dd87da8787f563d4515294336d9dCAS | 17403645PubMed |

Joschko M, Gebbers R, Barkusky D, Timmer J (2010) The apparent electrical conductivity as a surrogate variable for predicting earthworm abundances in tilled soils. Journal of Plant Nutrition and Soil Science 173, 584–590.
The apparent electrical conductivity as a surrogate variable for predicting earthworm abundances in tilled soils.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3cXhtVaqtLfO&md5=77f0e7e467210c914392c628f182ff92CAS |

Khomik M, Arain MA, McCaughey JH (2006) Temporal and spatial variability of soil respiration in a boreal mixedwood forest. Agricultural and Forest Meteorology 140, 244–256.
Temporal and spatial variability of soil respiration in a boreal mixedwood forest.Crossref | GoogleScholarGoogle Scholar |

Lai L, Zhao X, Jiang L, Wang Y, Luo L, Zheng Y, Chen X, Rimmington GM (2012) Soil respiration in different agricultural and natural ecosystems in an arid region. PLoS One 7,
Soil respiration in different agricultural and natural ecosystems in an arid region.Crossref | GoogleScholarGoogle Scholar | 23300602PubMed |

Laik R, Kumar K, Das DK, Chaturvedi OP (2009) Labile soil organic matter pools in a calciorthent after 18 years of afforestation by different plantations. Applied Soil Ecology 42, 71–78.
Labile soil organic matter pools in a calciorthent after 18 years of afforestation by different plantations.Crossref | GoogleScholarGoogle Scholar |

Lardo E (2012) Study of carbon cycle and environmental sustainability in the vineyard systems for quality wine production. PhD Thesis, International PhD School, Crop systems, Forestry and Environmental Sciences, Università degli Studi della Basilicata, Potenza, Italy.

Lardo E, Coll P, Palese AM, Le Cadre E, Villenave C, Xiloyannis C, Celano G (2012) Electromagnetic induction (EMI) measurements can be considered as a proxy of earthworms presence in vineyards. Applied Soil Ecology 61, 76–84.
Electromagnetic induction (EMI) measurements can be considered as a proxy of earthworms presence in vineyards.Crossref | GoogleScholarGoogle Scholar |

Lück E, Gebbers R, Ruehlmann J, Spangenberg U (2009) Electrical conductivity mapping for precision farming. Near Surface Geophysics 7, 15–25.

Ma S, Chen J, Butnor JR, North M, Euskirchen ES, Oakley B (2005) Biophysical controls on soil respiration in dominant patch types of an old growth mixed conifer forest. Forest Science 51, 221–232.

Maestre FT, Cortina J (2003) Small-scale spatial variation in soil CO2 efflux in a Mediterranean semiarid steppe. Applied Soil Ecology 23, 199–209.
Small-scale spatial variation in soil CO2 efflux in a Mediterranean semiarid steppe.Crossref | GoogleScholarGoogle Scholar |

Masyagina OV, Hirano T, Ji DH, Choi DS, Qu L, Fujinuma Y, Sasa K, Matsuura Y, Prokushkin SG, Koike T (2006) Effect of spatial variation of soil respiration rates following disturbance by timber harvesting in a larch plantation in northern Japan. Forest Science and Technology 2, 80–91.
Effect of spatial variation of soil respiration rates following disturbance by timber harvesting in a larch plantation in northern Japan.Crossref | GoogleScholarGoogle Scholar |

Mavi MS, Marschner P, Chittleborough DJ, Cox JW, Sanderman J (2012) Salinity and sodicity affect soil respiration and dissolved organic matter dynamics differentially in soils varying in texture. Soil Biology & Biochemistry 45, 8–13.
Salinity and sodicity affect soil respiration and dissolved organic matter dynamics differentially in soils varying in texture.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3MXhs1CrtLnJ&md5=f23056f6a8752008617209a34bf00a0fCAS |

McNeil JD (1990) ‘Geonics EM38 Ground Conductivity Meter: EM38 Operating Manual.’ (Geonics Limited: Ontario, Canada)

Morari F, Castrignanò A, Pagliarin C (2009) Application of multivariate geostatistics in delineating management zones within a gravelly vineyard using geo-electrical sensors. Computers and Electronics in Agriculture 68, 97–107.
Application of multivariate geostatistics in delineating management zones within a gravelly vineyard using geo-electrical sensors.Crossref | GoogleScholarGoogle Scholar |

Panosso AR, Marques J, Milori DMBP, Ferraudo AS, Barbieri DM, Pereira GT, La Scala N (2011) Soil CO2 emission and its relation to soil properties in sugar cane areas under Slash-and-burn and Green harvest. Soil & Tillage Research 111, 190–196.
Soil CO2 emission and its relation to soil properties in sugar cane areas under Slash-and-burn and Green harvest.Crossref | GoogleScholarGoogle Scholar |

Pumpanen J, Kolari P, Ilvesniemi H, Minkkinen K, Vesala T, Niinistö S, Lohila A, Larmola T, Morero M, Pihlatie M, Janssens I, Curiel Yuste J, Grünzweig JM, Reth S, Subke JA, Savage K, Kutsch W, Østreng G, Ziegler W, Anthoni P, Lindroth A, Hari P (2004) Comparison of different chamber techniques for measuring soil CO2 efflux. Agricultural and Forest Meteorology 123, 159–176.
Comparison of different chamber techniques for measuring soil CO2 efflux.Crossref | GoogleScholarGoogle Scholar |

Raich JW, Tufekcioglu A (2000) Vegetation and soil respiration: correlations and controls. Biogeochemistry 48, 71–90.
Vegetation and soil respiration: correlations and controls.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3cXitVOjsro%3D&md5=e24b37d22988bc220b35a5ad4c4546deCAS |

Raich JW, Potter CS, Bhagawati D (2002) Interannual variability in global soil respiration, 1980–94. Global Change Biology 8, 800–812.
Interannual variability in global soil respiration, 1980–94.Crossref | GoogleScholarGoogle Scholar |

Reichstein M, Rey A, Freibauer A, Tenhunen J, Valentini R, Banza J, Casals P, Cheng Y, Grünzweig JM, Irvine J, Joffre R, Law BE, Loustau D, Miglietta F, Oechel W, Ourcival J-M, Pereira JS, Peressotti A, Ponti F, Qi Y, Rambal S, Rayment M, Romanya J, Rossi F, Tedeschi V, Tirone G, Xu M, Yakir D (2003) Modeling temporal and large-scale spatial variability of soil respiration from soil water availability, temperature and vegetation productivity indices. Global Biogeochemical Cycles 17, 1104
Modeling temporal and large-scale spatial variability of soil respiration from soil water availability, temperature and vegetation productivity indices.Crossref | GoogleScholarGoogle Scholar |

Rhoades JD, Chanduvi F, Lesch SM (1999) ‘Soil salinity assessment: Methods and interpretation of electrical conductivity measurements.’ FAO Irrigation and Drainage Paper No. 57. (Food and Agricultural Organization of the United Nations: Rome, Italy)

Rochette P, Ellert B, Gregorich EG, Desjardins RL, Pattey E, Lessard R, Johnson BG (1997) Description of a dynamic closed chamber for measuring soil respiration and its comparison with other techniques. Canadian Journal of Soil Science 77, 195–203.
Description of a dynamic closed chamber for measuring soil respiration and its comparison with other techniques.Crossref | GoogleScholarGoogle Scholar |

Saiz G, Green C, Butterbach-Bahl K, Kiese R, Avitabile V, Farrell EP (2006) Seasonal and spatial variability of soil respiration in four Sitka spruce stands. Plant and Soil 287, 161–176.
Seasonal and spatial variability of soil respiration in four Sitka spruce stands.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD28XhtVCntb7E&md5=a432db6be57d70ff02c73b475b9d5596CAS |

Savage K, Davidson EA (2001) Interannual variation of soil respiration in two New England forests. Global Biogeochemical Cycles 15, 337–350.
Interannual variation of soil respiration in two New England forests.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3MXktlWhsb8%3D&md5=3f9c779570cf88b5ccfe50668e82652dCAS |

Schlesinger WH (1997) ‘An analysis of global change. Biogeochemistry.’ 2nd edn. (Academic Press: San Diego, CA, USA)

Smith P (2004) Carbon sequestration in croplands: the potential in Europe and the global context. European Journal of Agronomy 20, 229–236.
Carbon sequestration in croplands: the potential in Europe and the global context.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3sXhtVWis77O&md5=8edb2a2e087ed975d649d3d79efe49fcCAS |

Søe ARB, Buchmann N (2005) Spatial and temporal variations in soil respiration in relation to stand structure and soil parameters in an unmanaged beech forest. Tree Physiology 25, 1427–1436.
Spatial and temporal variations in soil respiration in relation to stand structure and soil parameters in an unmanaged beech forest.Crossref | GoogleScholarGoogle Scholar |

Takle ES, Massman WJ, Brandle JR, Schmidt RA, Zhou X, Litvina IV, Gracia R, Doyle G, Rice CW (2004) Influence of high-frequency ambient pressure pumping on carbon dioxide efflux from soil. Agricultural and Forest Meteorology 124, 193–206.
Influence of high-frequency ambient pressure pumping on carbon dioxide efflux from soil.Crossref | GoogleScholarGoogle Scholar |

Tromp-van Meerveld HJ, McDonnell JJ (2009) Assessment of multi-frequency electromagnetic induction for determining soil moisture patterns at hillslope scale. Journal of Hydrology 368, 56–67.
Assessment of multi-frequency electromagnetic induction for determining soil moisture patterns at hillslope scale.Crossref | GoogleScholarGoogle Scholar |

Valckx J, Cockx L, Wauters J, Van Meirvenne M, Govers G, Hernmy M, Muys B (2009) Within-field spatial distribution of earthworm populations related to species interactions and soil apparent electrical conductivity. Applied Soil Ecology 41, 315–328.
Within-field spatial distribution of earthworm populations related to species interactions and soil apparent electrical conductivity.Crossref | GoogleScholarGoogle Scholar |

Wahren C, Walker M, Bret-Harte M (2005) Vegetation responses in Alaskan arctic tundra after 8 years of a summer warming and winter snow manipulation experiment. Global Change Biology 11, 537–552.
Vegetation responses in Alaskan arctic tundra after 8 years of a summer warming and winter snow manipulation experiment.Crossref | GoogleScholarGoogle Scholar |

Wang WJ, Dalal RC, Moody PW, Smith CJ (2003) Relationships of soil respiration to microbial biomass, substrate availability and clay content. Soil Biology & Biochemistry 35, 273–284.
Relationships of soil respiration to microbial biomass, substrate availability and clay content.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3sXhvFSltb8%3D&md5=21c4e532ac5044ae61c23fbca4527951CAS |

Weatherly H, Zitzer S, Coleman J, Arnone J (2003) In situ litter decomposition and litter quality in a Mojave Desert ecosystem: effects of elevated atmospheric CO2 and interannual climate variability. Global Change Biology 9, 1223–1233.
In situ litter decomposition and litter quality in a Mojave Desert ecosystem: effects of elevated atmospheric CO2 and interannual climate variability.Crossref | GoogleScholarGoogle Scholar |

Webster R, Oliver MA (1990) ‘Statistical methods in soil and land resource survey.’ (Oxford University Press: Oxford, UK)

Welles JM, Demetriades-Shah TH, McDermitt DK (2001) Considerations for measuring ground CO2 effluxes with chambers. Chemical Geology 177, 3–13.
Considerations for measuring ground CO2 effluxes with chambers.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3MXkt1Kgt7g%3D&md5=f5f8ba3b0d4d0801b316d8838ad2fdd1CAS |

Xiao C, Janssens IA, Liu P, Zhou Z, Sun OJ (2007) Irrigation and enhanced soil carbon input effects on below-ground carbon cycling in semiarid temperate grasslands. New Phytologist 174, 835–846.
Irrigation and enhanced soil carbon input effects on below-ground carbon cycling in semiarid temperate grasslands.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2sXnt1amtb8%3D&md5=2d1653a02fdc23568b82f324223595ebCAS | 17504466PubMed |

Xu M, Qi Y (2001) Spatial and seasonal variations of Q10 determined by soil respiration measurements at a Sierra Nevadan forest. Global Biogeochemical Cycles 15, 687–696.
Spatial and seasonal variations of Q10 determined by soil respiration measurements at a Sierra Nevadan forest.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3MXmslSks78%3D&md5=7c36aebc2674503714112a640a30fb74CAS |

Xu L, Furtaw MD, Madsen RA, Garcia RL, Anderson DJ, McDermitt DK (2006) On maintaining pressure equilibrium between a soil CO2 flux chamber and the ambient air. Journal of Geophysical Research 111, D08S10
On maintaining pressure equilibrium between a soil CO2 flux chamber and the ambient air.Crossref | GoogleScholarGoogle Scholar |

Zhang Q, Lei HM, Yang DW (2013) Seasonal variations in soil respiration, heterotrophic respiration and autotrophic respiration of a wheat and maize rotation cropland in the North China Plain. Agricultural and Forest Meteorology 180, 34–43.
Seasonal variations in soil respiration, heterotrophic respiration and autotrophic respiration of a wheat and maize rotation cropland in the North China Plain.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3sXhtVGktrbI&md5=08d75e5d3e2eb3cfa889ff17901466b4CAS |