Potentials and limitations for estimating daytime ecosystem respiration by combining tower-based remote sensing and carbon flux measurements

Remote Sensing of Environment

Volumn 150, Issue , 2014, Pages 44-52

  Hilker, Thomas ^a   Hall, Forrest G ^b   Coops, Nicholas C ^c   Black, Andrew T ^c   Jassal, Rachhpal ^c   Mathys, Amanda ^c   Grant, Nicholas ^c  

^a OREGON STATE UNIVERSITY   (United States)

^b NASA GODDARD SPACE FLIGHT CENTER   (United States)

^c UNIVERSITY OF BRITISH COLUMBIA   (Canada)

Author keywords

Amspec; Daytime fluxes; Ecosystem carbon flux; Ecosystem respiration; Eddy covariance; GPP; Light use efficiency; Multi angular remote sensing

Indexed keywords

CARBON; FORESTRY; REMOTE SENSING; TEMPERATURE;

AMSPEC; ECOSYSTEM CARBONS; ECOSYSTEM RESPIRATION; EDDY-COVARIANCE; GPP; LIGHT-USE EFFICIENCY; MULTI-ANGULAR REMOTE SENSING;

ECOSYSTEMS;

CARBON FLUX; EDDY COVARIANCE; ENERGY BUDGET; LIGHT USE EFFICIENCY; NET ECOSYSTEM PRODUCTION; PHOTOSYNTHETICALLY ACTIVE RADIATION; REMOTE SENSING; RESPIRATION; SOIL DEPTH; SOIL TEMPERATURE;

EID: 84899987772     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2014.04.018     Document Type: Article

References (46)

1. Baldocchi D.D. Assessing the eddy covariance technique for evaluating carbon dioxide exchange rates of ecosystems: Past, present and future. Global Change Biology 2003, 9(4):479-492. 10.1046/j.1365-2486.2003.00629.x.
2. Barr A.G., Black T.A., Hogg E.H., Kljun N., Morgenstern K., Nesic Z. Inter-annual variability in the leaf area index of a boreal aspen-hazelnut forest in relation to net ecosystem production. Agricultural and Forest Meteorology 2004, 126(3-4):237-255. 10.1016/j.agrformet.2004.06.011.
3. Beer C., Reichstein M., Tomelleri E., Ciais P., Jung M., Carvalhais N., et al. Terrestrial gross carbon dioxide uptake: Global distribution and covariation with climate. Science (New York, N.Y.) 2010, 329(5993):834-838. 10.1126/science.1184984.
4. Belcher S.E., Finnigan J.J., Harman I.N. Flows through forest canopies in complex terrain 2008.
5. Brown M., Black T.A., Nesic Z., Foord V.N., Spittlehouse D.L., Fredeen A.L., et al. Impact of mountain pine beetle on the net ecosystem production of lodgepole pine stands in British Columbia. Agricultural and Forest Meteorology 2010, 150(2):254-264. 10.1016/j.agrformet.2009.11.008.
6. Chen J.M. Canopy architecture and remote sensing of the fraction of photosynthetically active radiation absorbed by boreal conifer forests. IEEE Transactions on Geoscience and Remote Sensing 1996, 34(6):1353-1368. 10.1109/36.544559.
7. Chen J.M., Black T.A. Foliage area and architecture of plant canopies from sunfleck size distributions. Agricultural and Forest Meteorology 1992, 60(3-4):249-266. 10.1016/0168-1923(92)90040-B.
8. Chen J.M., Cihlar J., Chen M. Retrieving leaf area index of boreal conifer forests using Landsat TM images. Remote Sensing of Environment 2000, 162(August 1995):153-162.
9. Chen J.M., Govind A., Sonnentag O., Zhang Y., Barr A., Amiro B. Leaf area index measurements at Fluxnet-Canada forest sites. Agricultural and Forest Meteorology 2006, 140(1-4):257-268. 10.1016/j.agrformet.2006.08.005.
10. Chen J.M., Rich P.M., Gower S.T., Norman J.M., Plummer S. Leaf area index of boreal forests: Theory, techniques, and measurements. Journal of Geophysical Research 1997, 102(D24):29429. 10.1029/97JD01107.
11. Collatz G.J., Ball J.T., Grivet C., Berry J.A. Physiological and environmental regulation of stomatal conductance, photosynthesis and transpiration: A model that includes a laminar boundary layer. Agricultural and Forest Meteorology 1991, 54(2):107-136.
12. Demmig-Adams B., Adams W.W. The role of xanthophyll cycle carotenoids in the protection of photosynthesis. Trends in Plant Science 1996, 1(1):21-26.
13. Desai A.R., Richardson A.D., Moffat A.M., Kattge J., Hollinger D.Y., Barr A., et al. Cross-site evaluation of eddy covariance GPP and RE decomposition techniques. Agricultural and Forest Meteorology 2008, 148(6-7):821-838. 10.1016/j.agrformet.2007.11.012.
14. Gamon J.A., Peñuelas J., Field C.B. A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency. Remote Sensing of Environment 1992, 41(1):35-44.
15. Garrity S.R., Vierling L.A., Bickford K. A simple filtered photodiode instrument for continuous measurement of narrowband NDVI and PRI over vegetated canopies. Agricultural and Forest Meteorology 2010, 150(3):489-496. 10.1016/j.agrformet.2010.01.004.
16. Gaumont-Guay D., Black T.A., Griffis T.J., Barr A.G., Jassal R.S., Nesic Z. Interpreting the dependence of soil respiration on soil temperature and water content in a boreal aspen stand. Agricultural and Forest Meteorology 2006, 140(1-4):220-235. 10.1016/j.agrformet.2006.08.003.
17. Goulden M.L., Munger J.W., Fan S.-M., Daube B.C., Wofsy S.C. Exchange of carbon dioxide by a deciduous forest: Response to interannual climate variability. Science 1996, 271(5255):1576-1578. 10.1126/science.271.5255.1576.
18. Hall F.G., Hilker T., Coops N.C. PHOTOSYNSAT, photosynthesis from space: Theoretical foundations of a satellite concept and validation from tower and spaceborne data. Remote Sensing of Environment 2011, 115(8):1918-1925. 10.1016/j.rse.2011.03.014.
19. Hall F.G., Hilker T., Coops N.C., Lyapustin A., Huemmrich K.F., Middleton E., et al. Multi-angle remote sensing of forest light use efficiency by observing PRI variation with canopy shadow fraction. Remote Sensing of Environment 2008, 112(7):3201-3211. 10.1016/j.rse.2008.03.015.
20. Hermle S., Lavigne M.B., Bernier P.Y., Bergeron O., Paré D. Component respiration, ecosystem respiration and net primary production of a mature black spruce forest in northern Quebec. Tree Physiology 2010, 30(4):527-540. 10.1093/treephys/tpq002.
21. Hilker T., Coops N.C., Coggins S.B., Wulder M.A., Brown M., Black T.A., et al. Detection of foliage conditions and disturbance from multi-angular high spectral resolution remote sensing. Remote Sensing of Environment 2009, 113(2):421-434. 10.1016/j.rse.2008.10.003.
22. Hilker T., Coops N.C., Hall F.G., Black T.A., Chen B., Krishnan P., et al. A modeling approach for upscaling gross ecosystem production to the landscape scale using remote sensing data. Journal of Geophysical Research 2008, 113(G3):G03006. 10.1029/2007JG000666.
23. Hilker T., Coops N.C., Hall F.G., Nichol C.J., Lyapustin A., Black T.A., et al. Inferring terrestrial photosynthetic light use efficiency of temperate ecosystems from space. Journal of Geophysical Research 2011, 116(G3):G03014. 10.1029/2011JG001692.
24. Hilker T., Coops N.C., Nesic Z., Wulder M.A., Black A.T. Instrumentation and approach for unattended year round tower based measurements of spectral reflectance. Computers and Electronics in Agriculture 2007, 56(1):72-84. 10.1016/j.compag.2007.01.003.
25. Hilker T., Gitelson A., Coops N.C., Hall F.G., Black T.A. Tracking plant physiological properties from multi-angular tower-based remote sensing. Oecologia 2011, 165(4):865-876.
26. Hilker T., Hall F.G., Coops N.C., Collatz J.G., Black T.A., Tucker C.J., et al. Remote sensing of transpiration and heat fluxes using multi-angle observations. Remote Sensing of Environment 2013, 137:31-42. 10.1016/j.rse.2013.05.023.
27. Hilker T., Hall F.G., Coops N.C., Lyapustin A., Wang Y., Nesic Z., et al. Remote sensing of photosynthetic light-use efficiency across two forested biomes: spatial scaling. Remote Sensing of Environment 2010, 114(12):2863-2874.
28. Hilker T., Nesic Z., Coops N.C., Lessard D. A new, automated, multiangular radiometer instrument for tower-based observations of canopy reflectance (AMSPEC II). Instrumentation Science and Technology 2010, 38(5):319-340. 10.1080/10739149.2010.508357.
29. Humphreys E.R., Black T.A., Morgenstern K., Cai T.B., Drewitt G.B., Nesic Z., et al. Carbon dioxide fluxes in coastal Douglas-fir stands at different stages of development after clearcut harvesting. Agricultural and Forest Meteorology 2006, 140:6-22.
30. Janssens I.A., Lankreijer H., Matteucci G., Kowalski A.S., Buchmann N., Epron D., et al. Productivity overshadows temperature in determining soil and ecosystem respiration across European forests. Global Change Biology 2001, 7(3):269-278. 10.1046/j.1365-2486.2001.00412.x.
31. Jassal R.S., Black T.A., Cai T., Morgenstern K., Li Z., Gaumont-Guay D., et al. Components of ecosystem respiration and an estimate of net primary productivity of an intermediate-aged Douglas-fir stand. Agricultural and Forest Meteorology 2007, 144(1-2):44-57. 10.1016/j.agrformet.2007.01.011.
32. Lavigne M.B., Ryan M.G., Anderson D.E., Baldocchi D.D., Crill P.M., Fitzjarrald D.R., et al. Comparing nocturnal eddy covariance measurements to estimates of ecosystem respiration made by scaling chamber measurements at six coniferous boreal sites. Journal of Geophysical Research 1997, 102(D24):28977. 10.1029/97JD01173.
33. Li X., Strahler A. Geometric-Optical Modeling of a Conifer Forest Canopy. IEEE Trans. Geosci. Remote Sens. GE-23 1985, 705-721.
34. Lloyd J., Taylor J.A. On the temperature dependence of soil respiration. Functional Ecology 2014, 8(3):315-323.
35. Los S.O., North P.R.J., Grey W.M.F., Barnsley M.J. A method to convert AVHRR normalized difference vegetation index time series to a standard viewing and illumination geometry. Remote Sensing of Environment 2005, 99:400-411. 10.1016/j.rse.2005.08.017.
36. Mahecha M.D., Reichstein M., Carvalhais N., Lasslop G., Lange H., Seneviratne S.I., et al. Global convergence in the temperature sensitivity of respiration at ecosystem level. Science (New York, N.Y.) 2010, 329(5993):838-840. 10.1126/science.1189587.
37. Monteith J.L., Moss C.J. Climate and the efficiency of crop production in Britain [and discussion]. Philosophical Transactions of the Royal Society, B: Biological Sciences 1977, 281(980):277-294. 10.1098/rstb.1977.0140.
38. Morgenstern K., Andrew Black T., Humphreys E.R., Griffis T.J., Drewitt G.B., Cai T., et al. Sensitivity and uncertainty of the carbon balance of a Pacific Northwest Douglas-fir forest during an El Niño/La Niña cycle. Agricultural and Forest Meteorology 2004, 123(3-4):201-219. 10.1016/j.agrformet.2003.12.003.
39. Ogren W. Photorespiration: pathways, regulation, and modification. Annu. Rev. Plant Physiol 1984, 35:415-442.
40. Papale D., Valentini R. A new assessment of European forests carbon exchanges by eddy fluxes and artificial neural network spatialization. Global Change Biology 2003, 9(4):525-535. 10.1046/j.1365-2486.2003.00609.x.
41. Reichstein M., Falge E., Baldocchi D., Papale D., Aubinet M., Berbigier P., et al. On the separation of net ecosystem exchange into assimilation and ecosystem respiration: Review and improved algorithm. Global Change Biology 2005, 11(9):1424-1439. 10.1111/j.1365-2486.2005.001002.x.
42. Roujean J. A bidirectional reflectance model of the Earth's surface for the correction of remote sensing data. J. Geophys. Res. 1992, 97:20455-20468.
43. Ryu Y., Baldocchi D.D., Kobayashi H., van Ingen C., Li J., Black T.A., et al. Integration of MODIS land and atmosphere products with a coupled-process model to estimate gross primary productivity and evapotranspiration from 1km to global scales. Global Biogeochemical Cycles 2011, 25(4). 10.1029/2011GB004053.
44. Trumbore S. Carbon respired by terrestrial ecosystems - Recent progress and challenges. Global Change Biology 2006, 12(2):141-153. 10.1111/j.1365-2486.2006.01067.x.
45. Valentini R., Matteucci G., Dolman A.J., Schulze E.D., Rebmann C., Moors E.J., et al. Respiration as the main determinant of carbon balance in European forests. Nature 2000, 404(6780):861-865. 10.1038/35009084.
46. Van Gorsel E., Delpierre N., Leuning R., Black A., Munger J.W., Wofsy S., et al. Estimating nocturnal ecosystem respiration from the vertical turbulent flux and change in storage of CO2. Agricultural and Forest Meteorology 2009, 149(11):1919-1930. 10.1016/j.agrformet.2009.06.020.