Chin J Plant Ecol ›› 2020, Vol. 44 ›› Issue (4): 291-304.DOI: 10.17521/cjpe.2019.0351
Special Issue: 生态学研究的方法和技术; 生态系统碳水能量通量
• Reviews • Previous Articles Next Articles
CHEN Shi-Ping1,2,*(),YOU Cui-Hai1,2,HU Zhong-Min3,CHEN Zhi4,ZHANG Lei-Ming4,WANG Qiu-Feng4
Received:
2019-12-17
Accepted:
2020-04-02
Online:
2020-04-20
Published:
2020-04-30
Contact:
CHEN Shi-Ping ORCID:0000-0002-1934-2372
Supported by:
CHEN Shi-Ping, YOU Cui-Hai, HU Zhong-Min, CHEN Zhi, ZHANG Lei-Ming, WANG Qiu-Feng. Eddy covariance technique and its applications in flux observations of terrestrial ecosystems[J]. Chin J Plant Ecol, 2020, 44(4): 291-304.
Add to citation manager EndNote|Ris|BibTeX
URL: https://www.plant-ecology.com/EN/10.17521/cjpe.2019.0351
Fig. 1 Flux measurement based on eddy covariance technique (for example CO2 flux measurement). The left part shows the boundary layer of canopy and atmosphere in an ideal state, and the right part shows those in a real state. The basic hypotheses of eddy covariance observation in the ideal state cannot be met due to the limitations of instruments, complex atmospheric and canopy terrains in a natural ecosystem. Proper data correction approaches need to be conducted to eliminate the uncertainty of flux data. F is CO2 flux, ω is the vertical wind speed, ρ is CO2 density and T is time.
[1] |
Aubinet M (2008). Eddy covariance CO2 flux measurements in nocturnal conditions: an analysis of the problem. Ecological Applications, 18, 1368-1378.
URL PMID |
[2] |
Aubinet M, Berbigier P, Bernhofer C, Cescatti A, Feigenwinter C, Granier A, Grunwald T, Havrankova K, Heinesch B, Longdoz B, Marcolla B, Montagnani L, Sedlak P (2005). Comparing CO2 storage and advection conditions at night at different Carboeuroflux sites. Boundary-Layer Meteorology, 116, 63-93.
DOI URL |
[3] | Aubinet M, Vesala T, Papale D (2012). Eddy Covariance: a Practical Guide to Measurement and Data Analysis. Springer, Dordrech, Netherlands. |
[4] | Baldocchi D (2003). Assessing ecosystem carbon balance: problems and prospects of the eddy covariance technique. Global Change Biology, 9, 478-492. |
[5] |
Baldocchi D (2020). How eddy covariance flux measurements have contributed to our understanding of global change biology. Global Change Biology, 26, 242-260.
URL PMID |
[6] | Baldocchi D, Chu HS, Reichstein M (2018). Inter-annual variability of net and gross ecosystem carbon fluxes: a review. Agricultural and Forest Meteorology, 249, 520-533. |
[7] | Baldocchi D, Falge E, Gu LH, Olson R, Hollinger D, Running S, Anthoni P, Bernhofer C, Davis K, Fuentes J, Goldstein A, Katul G, Law B, Lee X, Malhi Y, Meyers T, Munger W, Oechel W, Pilegaard K, Schmid HP, Valentini R, Verma S, Vesala T, Wilson K, Wofsy S (2001). FLUXNET: a new tool to study the temporal and spatial variability of ecosystem-scale carbon dioxide, water vapor and energy flux densities. Bulletin of the American Meteorological Society, 82, 2415-2434. |
[8] | Baldocchi D, Finnigan J, Wilson K, Paw UKT, Falge E (2000). On measuring net ecosystem carbon exchange over tall vegetation on complex terrain. Boundary-Layer Meteorology, 96, 257-291. |
[9] | Biederman JA, Scott RL, Arnone JA, Jasoni RL, Litvak ME, Moreo MT, Papuga SA, Ponce-Campos GE, Schreiner- McGraw AP, Vivoni ER (2018). Shrubland carbon sink depends upon winter water availability in the warm deserts of North America. Agricultural and Forest Meteorology, 249, 407-419. |
[10] |
Biederman JA, Scott RL, Bell TW, Bowling DR, Dore S, Garatuza-Payan J, Kolb TE, Krishnan P, Krofcheck DJ, Litvak ME, Maurer GE, Meyers TP, Oechel WC, Papuga SA, Ponce-Campos GE, Rodriguez JC, Smith WK, Vargas R, Watts CJ, Yepez EA, Goulden ML (2017). CO2 exchange and evapotranspiration across dryland ecosystems of southwestern North America. Global Change Biology, 23, 4204-4221.
URL PMID |
[11] | Bodesheim P, Jung M, Gans F, Mahecha MD, Reichstein M (2018). Upscaled diurnal cycles of land-atmosphere fluxes: a new global half-hourly data product. Earth System Science Data, 10, 1327-1365. |
[12] | Bowling DR, Logan BA, Hufkens K, Aubrecht DM, Richardson AD, Burns SP, Anderegg WRL, Blanken PD, Eiriksson DP (2018). Limitations to winter and spring photosynthesis of a Rocky Mountain subalpine forest. Agricultural and Forest Meteorology, 252, 241-255. |
[13] |
Bowling DR, Pataki DE, Randerson JT (2008). Carbon isotopes in terrestrial ecosystem pools and CO2 fluxes. New Phytologist, 178, 24-40.
URL PMID |
[14] | Burba G (2013). Eddy Covariance Method for Scientific, Industrial, Agricultural, and Regulatory Applications: a Field Book on Measuring Ecosystem Gas Exchange and Areal Emission Rates. LI-COR Biosciences, Lincoln, USA. |
[15] | Burba GG, McDermitt DK, Grelle A, Anderson DJ, Xu LK (2008). Addressing the influence of instrument surface heat exchange on the measurements of CO2 flux from open-path gas analyzers. Global Change Biology, 14, 1854-1876. |
[16] | Chen BZ, Black TA, Coops NC, Krishnan P, Jassal R, Brümmer C, Nesic Z (2009). Seasonal controls on interannual variability in carbon dioxide exchange of a near-end-of rotation Douglas-fir stand in the Pacific Northwest, 1997-2006. Global Change Biology, 15, 1962-1981. |
[17] | Chen Z, Yu GR, Ge JP, Sun XM, Hirano T, Saigusa N, Wang QF, Zhu XJ, Zhang YP, Zhang JH, Yan JH, Wang HM, Zhao L, Wang YF, Shi PL, Zhao FH (2013). Temperature and precipitation control of the spatial variation of terrestrial ecosystem carbon exchange in the Asian region. Agricultural and Forest Meteorology, 182-183, 266-276. |
[18] |
Chen Z, Yu GR, Ge JP, Wang QF, Zhu XJ, Xu ZW (2015). Roles of climate, vegetation and soil in regulating the spatial variations in ecosystem carbon dioxide fluxes in the Northern Hemisphere. PLOS ONE, 10, e0125265. DOI: 10.1371/journal.pone.0125265.
URL PMID |
[19] | Chen Z, Yu GR, Wang QF (2019). Magnitude, pattern and controls of carbon flux and carbon use efficiency in China’s typical forests. Global and Planetary Change, 172, 464-473. |
[20] |
Desai AR, Richardson AD, Moffat AM, Kattge J, Hollinger DY, Barr A, Falge E, Noormets A, Papale D, Reichstein M, Stauch VJ (2008). Cross-site evaluation of eddy covariance GPP and RE decomposition techniques. Agricultural and Forest Meteorology, 148, 821-838.
DOI URL |
[21] |
Díaz S, Kattge J, Cornelissen JHC, Wright IJ, Lavorel S, Dray S, Reu B, Kleyer M, Wirth C, Colin Prentice I, Garnier E, Bönisch G, Westoby M, Poorter H, Reich PB, Moles AT, Dickie J, Gillison AN, Zanne AE, Chave J, Joseph Wright S, Sheremet’ev SN, Jactel H, Baraloto C, Cerabolini B, Pierce S, Shipley B, Kirkup D, Casanoves F, Joswig JS, Günther A, Falczuk V, Rüger N, Mahecha MD, Gorné LD (2016). The global spectrum of plant form and function. Nature, 529, 167-171.
URL PMID |
[22] | Falge E, Baldocchi D, Olson R, Anthoni P, Aubinet M, Bernhofer C, Burba G, Ceulemans R, Clement R, Dolman H, Granier A, Gross P, Grünwald T, Hollinger D, Jensen NO, Katul G, Keronen P, Kowalski A, Lai CT, Law BE, Meyers T, Moncrieff J, Moors E, Munger J, Pilegaard K, Rannik Ü, Rebmann C, Suyker A, Tenhunen J, Tu K, Verma S, Vesala T, Wilson K, Wofsy S (2001). Gap filling strategies for defensible annual sums of net ecosystem exchange. Agricultural and Forest Meteorology, 107, 43-69. |
[23] | Finnigan J (2004). The footprint concept in complex terrain. Agricultural and Forest Meteorology, 127, 117-129. |
[24] | Finnigan JJ, Clement R, Malhi Y, Leuning R, Cleugh HA (2003). A re-evaluation of long-term flux measurement techniques part I: averaging and coordinate rotation. Boundary-Layer Meteorology, 107, 1-48. |
[25] | Foken T, Leclerc MY (2004). Methods and limitations in validation of footprint models. Agricultural and Forest Meteorology, 127, 223-234. |
[26] |
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 (2015). Effects of climate extremes on the terrestrial carbon cycle: concepts, processes and potential future impacts. Global Change Biology, 21, 2861-2880.
URL PMID |
[27] | Fu Z, Dong JW, Zhou YK, Stoy PC, Niu SL (2017). Long term trend and interannual variability of land carbon uptake— The attribution and processes. Environmental Research Letters, 12, 014018. DOI: 10.1088/1748-9326/aa5685. |
[28] | Gao YN, Yu GR, Yan HM, Zhu XJ, Li SG, Wang QF, Zhang JH, Wang YF, Li YN, Zhao L, Shi PL (2014). A MODIS-based Photosynthetic Capacity Model to estimate gross primary production in Northern China and the Tibetan Plateau. Remote Sensing of Environment, 148, 108-118. |
[29] |
Göckede M, Foken T, Aubinet M, Aurela M, Banza J, Bernhofer C, Bonnefond JM, Brunet Y, Carrara A, Clement R, Dellwik E, Elbers J, Eugster W, Fuhrer J, Granier A, Grünwald T, Heinesch B, Janssens IA, Knohl A, Koeble R, Laurila T, Longdoz B, Manca G, Marek M, Markkanen T, Mateus J, Matteucci G, Mauder M, Migliavacca M, Minerbi S, Moncrieff J, Montagnani L, Moors E, Ourcival JM, Papale D, Pereira J, Pilegaard K, Pita G, Rambal S, Rebmann C, Rodrigues A, Rotenberg E, Sanz MJ, Sedlak P, Seufert G, Siebicke L, Soussana JF, Valentini R, Vesala T, Verbeeck H, Yakir D (2008). Quality control of CarboEurope flux data—Part 1: Coupling footprint analyses with flux data quality assessment to evaluate sites in forest ecosystems. Biogeosciences, 5, 433-450.
DOI URL |
[30] | Gu FX, Tao B, Wen XF, Yu GR, Li KR (2010). Modeling long-term changes in carbon fluxes and storage in a subtropical coniferous plantation based on CEVSA2 model. Acta Ecologica Sinica, 30, 6598-6605. |
[ 顾峰雪, 陶波, 温学发, 于贵瑞, 李克让 (2010). 基于CEVSA2模型的亚热带人工针叶林长期碳通量及碳储量模拟. 生态学报, 30, 6598-6605.] | |
[31] | Guanter L, Zhang Y, Jung M, Joiner J, Voigt M, Berry JA, Frankenberg C, Huete AR, Zarco-Tejada P, Lee JE, Moran MS, Ponce-Campos G, Beer C, Camps-Valls G, Buchmann N, Gianelle D, Klumpp K, Cescatti A, Baker JM, Griffis TJ (2014). Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence. Proceedings of the National Academy of Sciences of the United States of America, 111, 1327-1333. |
[32] | Hao YB, Kang XM, Wu X, Cui XY, Liu WJ, Zhang H, Li Y, Wang YF, Xu ZH, Zhao HT (2013). Is frequency or amount of precipitation more important in controlling CO2 fluxes in the 30-year-old fenced and the moderately grazed temperate steppe? Agriculture, Ecosystems & Environment, 171, 63-71. |
[33] | He NP, Liu CC, Piao SL, Sack L, Xu L, Luo YQ, He JS, Han XG, Zhou GS, Zhou XH, Lin Y, Yu Q, Liu SR, Sun W, Niu SL, Li SG, Zhang JH, Yu GR (2019). Ecosystem traits linking functional traits to macroecology. Trends in Ecology & Evolution, 34, 200-210. |
[34] | He NP, Liu CC, Zhang JH, Xu L, Yu GR (2018). Perspectives and challenges in plant traits: from organs to communites. Acta Ecologica Sinica, 38, 6787-6796. |
[ 何念鹏, 刘聪聪, 张佳慧, 徐丽, 于贵瑞 (2018). 植物性状研究的机遇与挑战: 从器官到群落. 生态学报, 38, 6787-6796.] | |
[35] | Hu ZM, Li SG, Yu GR, Sun XM, Zhang LM, Han SJ, Li YN (2013). Modeling evapotranspiration by combing a two-source model, a leaf stomatal model, and a light-use efficiency model. Journal of Hydrology, 501, 186-192. |
[36] | Hu ZM, Wu GN, Zhang LX, Li SG, Zhu XJ, Zheng H, Zhang LM, Sun XM, Yu GR (2017). Modeling and partitioning of regional evapotranspiration using a satellite-driven water- carbon coupling model. Remote Sensing, 9, 54. DOI: 10.3390/rs9010054. |
[37] | Hu ZM, Yu GR, Zhou YL, Sun XM, Li YN, Shi PL, Wang YF, Song X, Zheng ZM, Zhang L, Li SG (2009). Partitioning of evapotranspiration and its controls in four grassland ecosystems: application of a two-source model. Agricultural and Forest Meteorology, 149, 1410-1420. |
[38] |
Huang K, Xia JY, Wang YP, Ahlström A, Chen JQ, Cook RB, Cui EQ, Fang YY, Fisher JB, Huntzinger DN, Li Z, Michalak AM, Qiao Y, Schaefer K, Schwalm C, Wang J, Wei YX, Xu XN, Yan LM, Bian CY, Luo YQ (2018). Enhanced peak growth of global vegetation and its key mechanisms. Nature Ecology & Evolution, 2, 1897-1905.
URL PMID |
[39] | Huang L, Wen XF (2014). Temporal variations of atmospheric water vapor δD and δ18O above an arid artificial oasis cropland in the Heihe River Basin. Journal of Geophysical Research, 119, 11456-11476. |
[40] | Ichii K, Ueyama M, Kondo M, Saigusa N, Kim J, Alberto MC, Ardö J, Euskirchen ES, Kang M, Hirano T, Joiner J, Kobayashi H, Marchesini LB, Merbold L, Miyata A, Saitoh TM, Takagi K, Varlagin A, Bret-Harte MS, Kitamura K, Kosugi Y, Kotani A, Kumar K, Li SG, MacHimura T, Matsuura Y, Mizoguchi Y, Ohta T, Mukherjee S, Yanagi Y, Yasuda Y, Zhang YP, Zhao FH (2017). New data-driven estimation of terrestrial CO2 fluxes in Asia using a standardized database of eddy covariance measurements, remote sensing data, and support vector regression. Journal of Geophysical Research, 122, 767-795. |
[41] | Jung M, Reichstein M, Bondeau A (2009). Towards global empirical upscaling of FLUXNET eddy covariance observations: validation of a model tree ensemble approach using a biosphere model. Biogeosciences, 6, 2001-2013. |
[42] | Jung M, Reichstein M, Margolis HA, Cescatti A, Richardson AD, Arain MA, Arneth A, Bernhofer C, Bonal D, Chen JQ, Gianelle D, Gobron N, Kiely G, Kutsch W, Lasslop G, Law BE, Lindroth A, Merbold L, Montagnani L, Moors EJ, Papale D, Sottocornola M, Vaccari F, Williams C (2011). Global patterns of land-atmosphere fluxes of carbon dioxide, latent heat, and sensible heat derived from eddy covariance, satellite, and meteorological observations. Journal of Geophysical Research, 116, G00J07. DOI: 10.1029/2010JG001566. |
[43] |
Jung M, Reichstein M, Schwalm CR, Huntingford C, Sitch S, Ahlström A, Arneth A, Camps-Valls G, Ciais P, Friedlingstein P, Gans F, Ichii K, Jain AK, Kato E, Papale D, Poulter B, Raduly B, Rödenbeck C, Tramontana G, Viovy N, Wang YP, Weber U, Zaehle S, Zeng N (2017). Compensatory water effects link yearly global land CO2 sink changes to temperature. Nature, 541, 516-520.
URL PMID |
[44] |
Keenan TF, Moore DJP, Desai A (2019). Growth and opportunities in networked synthesis through AmeriFlux. New Phytologist, 222, 1685-1687.
URL PMID |
[45] | Knox S, Jackson R, Poulter B, McNicol G, Fluet-Chouinard E, Zhang Z, Hugelius G, Bousquet P, Canadell J, Saunois M, Papale D, Chu H, Keenan T, Baldocchi D, Torn M, Mammarella I, Trotta C, Aurela M, Bohrer G, Zona D (2019). FLUXNET-CH4 synthesis activity: objectives, observations, and future directions. Bulletin of the American Meteorological Society, 100, 2607-2632. |
[46] |
Kuptz D, Fleischmann F, Matyssek R, Grams TEE (2011). Seasonal patterns of carbon allocation to respiratory pools in 60-yr-old deciduous (Fagus sylvatica) and evergreen (Picea abies) trees assessed via whole-tree stable carbon isotope labeling. New Phytologist, 191, 160-172.
URL PMID |
[47] | Lasslop G, Reichstein M, Papale D, Richardson AD, Arneth A, Barr A, Stoy P, Wohlfahrt G (2010). Separation of net ecosystem exchange into assimilation and respiration using a light response curve approach: critical issues and global evaluation. Global Change Biology, 16, 187-208. |
[48] | Leuning R (2007). The correct form of the Webb, Pearman and Leuning equation for eddy fluxes of trace gases in steady and non-steady state, horizontally homogeneous flows. Boundary-Layer Meteorology, 123, 263-267. |
[49] |
Li XL, Liang SL, Yu GR, Yuan WP, Cheng X, Xia JZ, Zhao TB, Feng JM, Ma ZG, Ma MG, Liu SM, Chen JQ, Shao CL, Li SG, Zhang XD, Zhang ZQ, Chen SP, Ohta T, Varlagin A, Miyata A, Takagi K, Saiqusa N, Kato T (2013). Estimation of gross primary production over the terrestrial ecosystems in China. Ecological Modelling, 261-262, 80-92.
DOI URL |
[50] | Liu CC, He NP, Zhang JH, Li Y, Wang QF, Sack L, Yu GR (2018a). Variation of stomatal traits from cold temperate to tropical forests and association with water use efficiency. Functional Ecology, 32, 20-28. |
[51] | Liu SM, Li X, Xu ZW, Che T, Xiao Q, Ma MG, Liu QH, Jin R, Guo JW, Wang LX, Wang WZ, Qi Y, Li HY, Xu TR, Ran YH, Hu XL, Shi SJ, Zhu ZL, Tan JL, Zhang Y, Ren ZG (2018b). The Heihe integrated observatory network: a basin-scale land surface processes observatory in China. Vadose Zone Journal, 17, 180072. DOI: 10.2136/vzj2018.04.0072. |
[52] |
Liu P, Black TA, Jassal RS, Zha TS, Nesic Z, Barr AG, Helgason WD, Jia X, Tian Y, Stephens JJ, Ma JY (2019). Divergent long-term trends and interannual variation in ecosystem resource use efficiencies of a southern boreal old black spruce forest 1999-2017. Global Change Biology, 25, 3056-3069.
URL PMID |
[53] |
Lu WZ, Xiao JF, Liu F, Zhang Y, Liu CA, Lin GH (2017). Contrasting ecosytem CO2 fluxes of inland and coastal wetlands: a meta-analysis of eddy covariance data. Global Change Biology, 23, 1180-1198.
DOI URL PMID |
[54] | Ma SY, Baldocchi D, Wolf S, Verfaillie J (2016). Slow ecosystem responses conditionally regulate annual carbon balance over 15 years in Californian oak-grass savanna. Agricultural and Forest Meteorology, 228-229, 252-264. |
[55] |
Ma SY, Osuna JL, Verfaillie J, Baldocchi DD (2017). Photosynthetic responses to temperature across leaf-canopy- ecosystem scales: a 15-year study in a Californian oak-grass savanna. Photosynthesis Research, 132, 277-291.
DOI URL PMID |
[56] |
Ma ZQ, Guo DL, Xu XL, Lu MZ, Bardgett RD, Eissenstat DM, McCormack ML, Hedin LO (2018). Evolutionary history resolves global organization of root functional traits. Nature, 555, 94-97.
DOI URL |
[57] |
Medlyn BE, Robinson AP, Clement R, McMurtrie RE (2005). On the validation of models of forest CO2 exchange using eddy covariance data: some perils and pitfalls. Tree Physiology, 25, 839-857.
URL PMID |
[58] | Melaas EK, Richardson AD, Friedl MA, Dragoni D, Gough CM, Herbst M, Montagnani L, Moors E (2013). Using FLUXNET data to improve models of springtime vegetation activity onset in forest ecosystems. Agricultural and Forest Meteorology, 171-172, 46-56. |
[59] | Niu SL, Fu Z, Luo YQ, Stoy PC, Keenan TF, Poulter B, Zhang LM, Piao SL, Zhou XH, Zheng H, Han JY, Wang QF, Yu GR (2017). Interannual variability of ecosystem carbon exchange: from observation to prediction. Global Ecology and Biogeography, 26, 1225-1237. |
[60] | Pang JP, Wen XF (2018). A review of the calibration methods for measuring the carbon and oxygen isotopes in CO2 based on isotope ratio infrared spectroscopy. Chinese Journal of Plant Ecology, 42, 143-152. |
[ 庞家平, 温学发 (2018). 稳定同位素红外光谱技术测定CO2同位素校正方法的研究进展. 植物生态学报, 42, 143-152.] | |
[61] |
Park T, Ganguly S, Tømmervik H, Euskirchen ES, Høgda KA, Karlsen SR, Brovkin V, Nemani RR, Myneni RB (2016). Changes in growing season duration and productivity of northern vegetation inferred from long-term remote sensing data. Environmental Research Letters, 11, 084001. DOI: 10.1088/1748-9326/11/8/084001.
DOI URL |
[62] |
Pastorello G, Papale D, Chu H, Trotta C, Agarwal D, Canfora E, Baldocchi D, Torn M (2017). A new data set to keep a sharper eye on land-air exchanges. Eos, 98. DOI: 10.1029/2017eo071597.
URL PMID |
[63] | Piao SL, Zhang XP, Chen AP, Liu Q, Lian X, Wang XH, Peng SS, Wu XC (2019). The impacts of climate extremes on the terrestrial carbon cycle: a review. Science China Earth Sciences, 62, 1551-1563. |
[64] | Reynolds O (1895). On the dynamical theory of incompressible viscous fluids and the determination of criterion. Philosophical Transactions of the Royal Society of London (A), 186, 123-164. |
[65] |
Richardson AD, Hufkens K, Milliman T, Aubrecht DM, Chen M, Gray JM, Johnston MR, Keenan TF, Klosterman ST, Kosmala M, Melaas EK, Friedl MA, Frolking S (2018). Tracking vegetation phenology across diverse North American biomes using PhenoCam imagery. Scientific Data, 5, 180028. DOI: 10.1038/sdata.2018.28.
URL PMID |
[66] |
Richardson AD, Williams M, Hollinger DY, Moore DJP, Dail DB, Davidson EA, Scott NA, Evans RS, Hughes H, Lee JT, Rodrigues C, Savage K (2010). Estimating parameters of a forest ecosystem C model with measurements of stocks and fluxes as joint constraints. Oecologia, 164, 25-40.
DOI URL PMID |
[67] | Sabbatini S, Mammarella I, Arriga N, Fratini G, Graf A, Hörtnagl L, Ibrom A, Longdoz B, Mauder M, Merbold L, Metzger S, Montagnani L, Pitacco A, Rebmann C, Sedlák P, Šigut L, Vitale D, Papale D (2018). Eddy covariance raw data processing for CO2 and energy fluxes calculation at ICOS ecosystem stations. International Agrophysics, 32, 495-515. |
[68] | Shuttleworth WJ, Wallace JS (1985). Evaporation from sparse crops—An energy combination theory. Quarterly Journal of the Royal Meteorological Society, 111, 839-855. |
[69] |
Sippel S, Zscheischler J, Reichstein M (2016). Ecosystem impacts of climate extremes crucially depend on the timing. Proceedings of the National Academy of Sciences of the United States of America, 113, 5768-5770.
URL PMID |
[70] | Stoy PC, El-Madany TS, Fisher JB, Gentine P, Gerken T, Good SP, Klosterhalfen A, Liu SG, Miralles DG, Perez-Priego O, Rigden AJ, Skaggs TH, Wohlfahrt G, Anderson RG, Coenders-Gerrits AMJ, Jung M, Maes WH, Mammarella I, Mauder M, Wolf S (2019). Reviews and syntheses: turning the challenges of partitioning ecosystem evaporation and transpiration into opportunities. BiogeoSciences, 16, 3747-3775. |
[71] | Technical Manual Writing Group of Ecosystem Carbon Sequestion Project (2015). Observation and Investigatrion for Carbon Sequestration in Terrestrial Ecosystems. Science Press, Beijing. 219-225. |
[ 生态系统固碳项目技术规范编写组 (2015). 生态系统固碳观测与调查技术规范. 科学出版社, 北京. 219-225.] | |
[72] | Turner DP, Ritts WD, Cohen WB, Gower ST, Running SW, Zhao MS, Costa MH, Kirschbaum AA, Ham JM, Saleska SR, Ahl DE (2006). Evaluation of MODIS NPP and GPP products across multiple biomes. Remote Sensing of Environment, 102, 282-292. |
[73] | Ueyama M, Ichii K, Iwata H, Euskirchen ES, Zona D, Rocha AV, Harazono Y, Iwama C, Nakai T, Oechel WC (2013). Upscaling terrestrial carbon dioxide fluxes in Alaska with satellite remote sensing and support vector regression. Journal of Geophysical Research, 118, 1266-1281. |
[74] | Vargas R, Detto M, Baldocchi DD, Allen MF (2010). Multiscale analysis of temporal variability of soil CO2 production as influenced by weather and vegetation. Global Change Biology, 16, 1589-1605. |
[75] |
von Buttlar J, Zscheischler J, Rammig A, Sippel S, Reichstein M, Knohl A, Jung M, Menzer O, Arain MA, Buchmann N, Cescatti A, Gianelle D, Kiely G, Law BE, Magliulo V, Margolis H, McCaughey H, Merbold L, Migliavacca M, Montagnani L, Oechel W, Pavelka M, Peichl M, Rambal S, Raschi A, Scott RL, Vaccari FP, van Gorsel E, Varlagin A, Wohlfahrt G, Mahecha MD (2018). Impacts of droughts and extreme-temperature events on gross primary production and ecosystem respiration: a systematic assessment across ecosystems and climate zones. Biogeosciences, 15, 1293-1318.
DOI URL |
[76] |
Wang XF, Yakir D (2000). Using stable isotopes of water in evapotranspiration studies. Hydrological Processes, 14, 1407-1421.
DOI URL |
[77] |
Webb EK, Pearman GI, Leuning R (1980). Correction of flux measurements for density effects due to heat and water vapor transfer. Quarterly Journal of the Royal Meteorological Society, 106, 85-100.
DOI URL |
[78] |
Wen XF, Lee X, Sun XM, Wang JL, Hu ZM, Li SG, Yu GR (2012). Dew water isotopic ratios and their relationships to ecosystem water pools and fluxes in a cropland and a grassland in China. Oecologia, 168, 549-561.
DOI URL PMID |
[79] |
Wen XF, Meng Y, Zhang XY, Sun XM, Lee X (2013). Evaluating calibration strategies for isotope ratio infrared spectroscopy for atmospheric 13CO2/12CO2 measurement. Atmospheric Measurement Techniques, 6, 1491-1501.
DOI URL |
[80] | Wen XF, Yu GR, Sun XM (2004). Uncertainties in long- term studies of net ecosystem CO2 exchange with the atmosphere based on eddy covariance technique. Advance in Earth Sciences, 19, 658-663. |
[ 温学发, 于贵瑞, 孙晓敏 (2004). 基于涡度相关技术估算植被/大气间净CO2交换量中的不确定性. 地球科学进展, 19, 658-663.] | |
[81] |
Wilczak JM, Oncley SP, Stage SA (2001). Sonic anemometer tilt correction algorithms. Boundary-Layer Meteorology, 99, 127-150.
DOI URL |
[82] |
Wilson K, Goldstein A, Falge E, Aubinet M, Baldocchi D, Berbigier P, Bernhofer C, Ceulemans R, Dolman H, Field C, Grelle A, Ibrom A, Law BE, Kowalski A, Meyers T, Moncrieff J, Monson R, Oechel W, Tenhunen J, Valentini R, Verma S (2002). Energy balance closure at FLUXNET sites. Agricultural and Forest Meteorology, 113, 223-243.
DOI URL |
[83] |
Wingate L, Ogée J, Burlett R, Bosc A, Devaux M, Grace J, Loustau D, Gessler A (2010). Photosynthetic carbon isotope discrimination and its relationship to the carbon isotope signals of stem, soil and ecosystem respiration. New Phytologist, 188, 576-589.
URL PMID |
[84] |
Wright IJ, Reich PB, Westoby M, Ackerly DD, Baruch Z, Bongers F, Cavender-Bares J, Chapin T, Cornelissen JHC, Diemer M, Flexas J, Garnier E, Groom PK, Gulias J, Hikosaka K, Lamont BB, Lee T, Lee W, Lusk C, Midgley JJ, Navas ML, Niinemets Ü, Oleksyn J, Osada N, Poorter H, Poot P, Prior L, Pyankov VI, Roumet C, Thomas SC, Tjoelker MG, Veneklaas EJ, Villar R (2004). The worldwide leaf economics spectrum. Nature, 428, 821-827.
URL PMID |
[85] |
Xia JY, Niu SL, Ciais P, Janssens IA, Chen JQ, Ammann C, Arain A, Blanken PD, Cescatti A, Bonal D, Buchmann N, Curtis PS, Chen SP, Dong JW, Flanagan LB, Frankenberg C, Georgiadis T, Gough CM, Hui DF, Kiely G, Li JW, Lund M, Magliulo V, Marcolla B, Merbold L, Montagnani L, Moors EJ, Olesen JE, Piao SL, Raschi A, Roupsard O, Suyker AE, Urbaniak M, Vaccari FP, Varlagin A, Vesala T, Wilkinson M, Weng ES, Wohlfahrt G, Yan LM, Luo YQ (2015). Joint control of terrestrial gross primary productivity by plant phenology and physiology. Proceedings of the National Academy of Sciences of the United States of America, 112, 2788-2793.
DOI URL PMID |
[86] |
Xiao J, Zhuang Q, Law BE, Chen J, Baldocchi DD, Cook DR, Oren R, Richardson AD, Wharton S, Ma S, Martin TA, Verma SB, Suyker AE, Scott RL, Monson RK, Litvak M, Hollinger DY, Sun G, Davis KJ, Bolstad PV, Burns SP, Curtis PS, Drake BG, Falk M, Fischer ML, Foster DR, Gu L, Hadley JL, Katul GG, Matamala R, McNulty S, Meyers TP, Munger JW, Noormets A, Oechel WC, Paw UKT, Schmid HP, Starr G, Torn MS, Wofsy SC (2010). A continuous measure of gross primary production for the conterminous United States derived from MODIS and AmeriFlux data. Remote Sensing of Environment, 114, 576-591.
DOI URL |
[87] |
Xiao JF, Sun G, Chen JQ, Chen H, Chen SP, Dong G, Gao SH, Guo HQ, Guo JX, Han SJ, Kato T, Li YL, Lin GH, Lu WZ, Ma MG, McNulty S, Shao CL, Wang XF, Xie X, Zhang XD, Zhang ZQ, Zhao B, Zhou GS, Zhou J (2013). Carbon fluxes, evapotranspiration, and water use efficiency of terrestrial ecosystems in China. Agricultural and Forest Meteorology, 182-183, 76-90.
DOI URL |
[88] |
Xiao W, Wei ZW, Wen XF (2018). Evapotranspiration partitioning at the ecosystem scale using the stable isotope method—A review. Agricultural and Forest Meteorology, 263, 346-361.
DOI URL |
[89] |
Yang FH, Ichii K, White MA, Hashimoto H, Michaelis AR, Votava P, Zhu A, Huete A, Running SW, Nemani RR (2007). Developing a continental-scale measure of gross primary production by combining MODIS and AmeriFlux data through Support Vector Machine approach. Remote Sensing of Environment, 110, 109-122.
DOI URL |
[90] |
Yao YG, Zhang YP, Liang NS, Tan ZH, Yu GR, Sha LQ, Song QH (2012). Pooling of CO2 within a small valley in a tropical seasonal rain forest. Journal of Forest Research, 17, 241-252.
DOI URL |
[91] |
Yu GR, Chen Z, Piao SL, Peng CH, Ciais P, Wang QF, Li XR, Zhu XJ (2014). High carbon dioxide uptake by subtropical forest ecosystems in the East Asian monsoon region. Proceedings of the National Academy of Sciences of the United States of America, 111, 4910-4915.
URL PMID |
[92] |
Yu GR, Jia YL, He NP, Zhu JX, Chen Z, Wang QF, Piao SL, Liu XJ, He HL, Guo XB, Wen Z, Li P, Ding GA, Goulding K (2019). Stabilization of atmospheric nitrogen deposition in China over the past decade. Nature Geoscience, 12, 424-429.
DOI URL |
[93] | Yu GR, Sun XM (2017). Principles of Flux Measurement in Terrestrial Ecosystems. 2nd ed. Higher Education Press, Beijing. |
[ 于贵瑞, 孙晓敏 (2017). 陆地生态系统通量观测的原理与方法. 2版. 高等教育出版社, 北京.] | |
[94] |
Yu GR, Zhang LM, Sun XM (2014). Progresses and prospects of Chinese terrestrial ecosystem flux observation and research network (ChinaFLUX). Progress in Geography, 33, 903-917.
DOI URL |
[ 于贵瑞, 张雷明, 孙晓敏 (2014). 中国陆地生态系统通量观测研究网络(ChinaFLUX)的主要进展及发展展望. 地理科学进展, 33, 903-917.]
DOI URL |
|
[95] |
Yu GR, Zhu XJ, Fu YL, He HL, Wang QF, Wen XF, Li XR, Zhang LM, Zhang L, Su W, Li SG, Sun XM, Zhang YP, Zhang JH, Yan JH, Wang HM, Zhou GS, Jia BR, Xiang WH, Tong CL (2013). Spatial patterns and climate drivers of carbon fluxes in terrestrial ecosystems of China. Global Change Biology, 19, 798-810.
URL PMID |
[96] |
Yuan WP, Liu SG, Yu GR, Bonnefond JM, Chen JQ, Davis K, Desai AR, Goldstein AH, Gianelle D, Rossi F, Suyker AE, Verma SB (2010). Global estimates of evapotranspiration and gross primary production based on MODIS and global meteorology data. Remote Sensing of Environment, 114, 1416-1431.
DOI URL |
[97] |
Yuan WP, Liu SG, Zhou GS, Zhou GY, Tieszen LL, Baldocchi D, Bernhofer C, Gholz H, Goldstein AH, Goulden ML, Hollinger DY, Hu Y, Law BE, Stoy PC, Vesala T, Wofsy SC (2007). Deriving a light use efficiency model from eddy covariance flux data for predicting daily gross primary production across biomes. Agricultural and Forest Meteorology, 143, 189-207.
DOI URL |
[98] |
Zhang Z, Wang S, Qiu B, Song L, Zhang Y (2019). Retrieval of sun-induced chlorophyll fluorescence and advancements in carbon cycle application. Journal of Remote Sensing, 23, 37-52.
DOI URL |
[99] |
Zhu JX, He NP, Wang QF, Yuan GF, Wen D, Yu GR, Jia YL (2015a). The composition, spatial patterns, and influencing factors of atmospheric wet nitrogen deposition in Chinese terrestrial ecosystems. Science of the Total Environment, 511, 777-785.
URL PMID |
[100] |
Zhu XJ, Yu GR, He HL, Wang QF, Chen Z, Gao YN, Zhang YP, Zhang JH, Yan JH, Wang HM, Zhou GS, Jia BR, Xiang WH, Li YN, Zhao L, Wang YF, Shi PL, Chen SP, Xin XP, Zhao FH, Wang YY, Tong CL, Fu YL, Wen XF, Liu YC, Zhang LM, Zhang L, Su W, Li SG, Sun XM (2014). Geographical statistical assessments of carbon fluxes in terrestrial ecosystems of China: results from upscaling network observations. Global and Planetary Change, 118, 52-61.
DOI URL |
[101] |
Zhu XJ, Yu GR, Wang QF, Hu ZM, Zheng H, Li SG, Sun XM, Zhang YP, Yan JH, Wang HM, Zhao FH, Zhang JH, Shi PL, Li YN, Zhao L, Zhang FW, Hao YB (2015b). Spatial variability of water use efficiency in China’s terrestrial ecosystems. Global and Planetary Change, 129, 37-44.
DOI URL |
[102] |
Zscheischler J, Mahecha MD, von Buttlar J, Harmeling S, Jung M, Rammig A, Randerson JT, Schölkopf B, Seneviratne SI, Tomelleri E, Zaehle S, Reichstein M (2014). A few extreme events dominate global interannual variability in gross primary production. Environmental Research Letters, 9, 035001. DOI: 10.1088/1748-9326/9/3/035001.
DOI URL |
[1] | HAN Cong, MU Yan-Mei, ZHA Tian-Shan, QIN Shu-Gao, LIU Peng, TIAN Yun, JIA Xin. A dataset of ecosystem fluxes in a shrubland ecosystem of Mau Us Sandy Land in Yanchi, Ningxia, China (2012-2016) [J]. Chin J Plant Ecol, 2023, 47(9): 1322-1332. |
[2] | ZHAO Chang-Xing, ZHAO Wei-Jun, ZHANG Xing-Lin, LIU Si-Min, MOU Wen-Bo, LIU Jin-Rong. Analyses of intraspecific competition and facilitation of Picea crassifolia in Pailugou Watershed of Qilian Mountains, China [J]. Chin J Plant Ecol, 2022, 46(9): 1027-1037. |
[3] | LI Hong-Qin, ZHANG Ya-Ru, ZHANG Fa-Wei, MA Wen-Jing, LUO Fang-Lin, WANG Chun-Yu, YANG Yong-Sheng, ZHANG Lei-Ming, LI Ying-Nian. Application of boosted regression trees for the gap-filling to flux dataset in an alpine scrubland of Qingzang Plateau [J]. Chin J Plant Ecol, 2022, 46(12): 1437-1447. |
[4] | ZHENG Jia-Jia, HUANG Song-Yu, JIA Xin, TIAN Yun, MU Yu, LIU Peng, ZHA Tian-Shan. Spatial variation and controlling factors of temperature sensitivity of soil respiration in forest ecosystems across China [J]. Chin J Plant Ecol, 2020, 44(6): 687-698. |
[5] | TANG Li-Li, YANG Tong, LIU Hong-Yan, KANG Mu-Yi, WANG Ren-Qing, ZHANG Feng, GAO Xian-Ming, YUE Ming, ZHANG Mei, ZHENG Pu-Fan, SHI Fu-Chen. Distribution and species diversity patterns of Vitex negundo var. heterophylla shrublands in North China [J]. Chin J Plant Ecol, 2019, 43(9): 825-833. |
[6] | LI Yong-Qiang, DONG Zhi, DING Chen-Xi, WANG Ya-Mei, JIA Ji-Wen, ZHANG Jia-Nan, JIAO Shu-Ying. Carbon stock and seasonal dynamics of carbon flux in warm-temperature tussock ecosystem in Shandong Province, China [J]. Chin J Plant Ecol, 2018, 42(3): 277-287. |
[7] | Bo-Liang WEI, Zhi-Liang YUAN, Shuai NIU, Xia LIU, Hong-Ru JIA, Yong-Zhong YE. Effects of tree mortality on the spatial patterns and interspecific associations of plant species in a Quercus aliena var. acuteserrata forest in Baotianman, Henan, China [J]. Chin J Plan Ecolo, 2017, 41(4): 430-438. |
[8] | Jie-Lin GE, Gao-Ming XIONG, Jia-Xiang LI, Wen-Ting XU, Chang-Ming ZHAO, Zhi-Jun LU, Yue-Lin LI, Zong-Qiang XIE. Litter standing crop of shrubland ecosystems in southern China [J]. Chin J Plant Ecol, 2017, 41(1): 5-13. |
[9] | TAN Li-Ping,LIU Su-Xia,MO Xing-Guo,YANG Li-Hu,LIN Zhong-Hui. Environmental controls over energy, water and carbon fluxes in a plantation in Northern China [J]. Chin J Plan Ecolo, 2015, 39(8): 773-784. |
[10] | ZHU Xu-Chao, YUAN Guo-Fu, SHAO Ming-An, YI Xiao-Bo, DU Tao. Spatial pattern of riparian vegetation in desert of the lower Tarim River basin [J]. Chin J Plan Ecolo, 2015, 39(11): 1053-1061. |
[11] | LIANG Shuang, XU Han, LIN Jia-Yi, LI Yi-De, LIN Ming-Xian. Spatial distribution pattern of the dominant species Gironniera subaequalis in tropical montane rainforest of Jianfengling, Hainan Island, China [J]. Chin J Plant Ecol, 2014, 38(12): 1273-1282. |
[12] | ZHANG Wei-Ping,PAN Sha,JIA Xin,CHU Cheng-Jin,XIAO Sa,LIN Yue,BAI Yan-Yuan,WANG Gen-Xuan. Effects of positive plant interactions on population dynamics and community structures: a review based on individual-based simulation models [J]. Chin J Plant Ecol, 2013, 37(6): 571-582. |
[13] | XU Li,YU Shu-Xia,HE Nian-Peng,WEN Xue-Fa,SHI Pei-Li,ZHANG Yang-Jian,DAI Jing-Zhong,WANG Ruo-Meng. Soil C mineralization and temperature sensitivity in alpine grasslands of the Qinghai-Xizang Plateau [J]. Chin J Plant Ecol, 2013, 37(11): 988-997. |
[14] | HUANG Yun-Feng,DING Yi,ZANG Run-Guo,LI Xiao-Cheng,ZOU Zheng-Chong,HAN Wen-Tao. Spatial pattern of trees in tropical lowland rain forest in Bawangling of Hainan Island, China [J]. Chin J Plant Ecol, 2012, 36(4): 269-280. |
[15] | ZHANG Fa-Wei, LI Ying-Nian, CAO Guang-Min, LI Feng-Xia, YE Guang-Ji, LIU Ji-Hong, WEI Yong-Lin, ZHAO Xin-Quan. CO2 fluxes and their driving factors over alpine meadow grassland ecosystems in the northern shore of Qinghai Lake, China [J]. Chin J Plant Ecol, 2012, 36(3): 187-198. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
Copyright © 2022 Chinese Journal of Plant Ecology
Tel: 010-62836134, 62836138, E-mail: apes@ibcas.ac.cn, cjpe@ibcas.ac.cn