Abstract
Carbon sequestration was estimated a northern mixed-grass prairie site and a sagebrush–steppe site in southeastern Wyoming using an approach that integrates remote sensing, CO2 flux measurements, and meteorological data. Net ecosystem exchange (NEE) of CO2 was measured using aircraft and ground flux techniques and was linearly related to absorbed photosynthetically active radiation (APAR). The slope of this relationship is the radiation use efficiency (ɛ = 0.51 g C/MJ APAR); there were no significant differences in the regression coefficients between the two sites. Furthermore, ecosystem chamber measurements of total respiration in 1998 and 1999 were used to develop a functional relationship with daily average temperature; the Q10 of the relationship was 2.2. Using the Advanced Very High Resolution radiometer. Normalized Difference Vegetation Index and meteorological data, annual gross primary production and respiration were calculated from 1995 to 1999 for the two sites. Overall, the sagebrush–steppe site was a net carbon sink, whereas the northern mixed-grass prairie site was in carbon balance. There was no significant relationship between NEE and APAR for a coniferous forest site, indicating this method for scaling up CO2 flux data may be only applicable to rangeland ecosystems. The combination of remote sensing with data from CO2 flux networks can be used to estimate carbon sequestration regionally in rangeland ecosystems.
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References
R. Angell T. Svejcar (1999) ArticleTitleA chamber design for measuring net CO2 exchange on rangeland. Journal of Range Management 52 27–31
R. Angell T. Svejcar J. Bates N. Saliendra D. Johnson (2001) ArticleTitleBowen ratio and closed chamber carbon dioxide flux measurements over sagebrush steppe vegetation Agricultural and Forest Meteorology 108 153–161 Occurrence Handle10.1016/S0168-1923(01)00227-1
G. Asrar M. Fuchs E. T. Kanemasu J. L. Hatfield (1984) ArticleTitleEstimating absorbed photosynthetically active radiation and leaf area index from spectral reflectance in wheat Agronomy Journal 76 300–306
D. Baldocchi R. Valentini S. Running W. Oechel R. Dahlman (1996) ArticleTitleStrategies for measuring and modelling carbon dioxide and water vapour fluxes over terrestrial ecosystems Global Change Biology 2 159–168
F. Baret G. Guyot (1991) ArticleTitlePotentials and limits of vegetation indices for LAI and APAR assessment Remote Sensing of Environment 35 161–173 Occurrence Handle10.1016/0034-4257(91)90009-U
S. Chatterjee B. Price (1977) Regression analysis by example John Wiley & Sons New York
J. Cihlar H. Ly Z. Li J. Chen H. Pokrant F. Huang (1997) ArticleTitleMultitemporal, multichannel AVHRR data sets for land biosphere studies—artifacts and corrections Remote Sensing of Environment 60 35–57 Occurrence Handle10.1016/S0034-4257(96)00137-X
C. S. T. Daughtry C. L. Walthall M. S. Kim E. Brown de Colstoun J. E., III McMurtrey (2000) ArticleTitleEstimating corn leaf chlorophyll concentration from leaf and canopy reflectance Remote Sensing of Environment 74 229–239 Occurrence Handle10.1016/S0034-4257(00)00113-9
K. L. Driese W. A. Reiners E. H. Merrill K. G. Gerow (1997) ArticleTitleA digital land cover map of Wyoming, USA: a tool for vegetation analysis Journal of Vegetation Science 8 133–146
J. C. Eidenshink (1992) ArticleTitleThe 1990 conterminous US AVHRR data set Photogrammetric Engineering and Remote Sensing 58 809–813
R. F. Follett J. M. Kimble R. Lal (2001) The potential of US grazing lands to sequester soil carbon R. F. Follett J. M. Kimble R. Lal (Eds) The potential of U S grazing lands to sequester carbon and mitigate the greenhouse effect Lewis Publishers Boca Raton, Florida Pages 401–430
A. B. Frank P. L. Sims J. A. Bradford P. C. Mielnick W. A. Dugas H. S. Mayeux (2001) Carbon dioxide fluxes over three Great Plains grasslands R. F. Follett J. M. Kimble R. Lal (Eds) The potential of US grazing lands to sequester carbon and mitigate the greenhouse effect Lewis Publishers Boca Raton, Florida Pages 167–187
S. J. Goetz S. D. Prince (1999) ArticleTitleModelling terrestrial carbon exchange and storage: Evidence and implications of functional convergence in light-use efficiency Advances in Ecological Research 28 57–92 Occurrence Handle1:CAS:528:DyaK1MXjtVGjsbw%3D
M. L. Goulden J. W. Munger S. M. Fan B. C. Daube S. C. Wofsy (1996) ArticleTitleMeasurements of carbon sequestration by long-term eddy covariance: methods and a critical evaluation of accuracy Global Change Biology 2 169–182
S. N. Goward K. F. Huemmrich (1992) ArticleTitleVegetation canopy IPAR absorptance and the normalized difference vegetation index: An assessment using the SAIL model Remote Sensing of Environment 39 119–140 Occurrence Handle10.1016/0034-4257(92)90131-3
S. T. Gower C. J. Kucharik J. M. Norman (1999) ArticleTitleDirect and indirect estimation of leaf area index, fapar, and net primary production of terrestrial ecosystems Remote Sensing of Environment 70 29–51 Occurrence Handle10.1016/S0034-4257(99)00056-5
G. G. Gutman (1991) ArticleTitleVegetation indices from AVHRR: An update and future prospects Remote Sensing of Environment 35 121–136 Occurrence Handle10.1016/0034-4257(91)90005-Q
G. G. Gutman (1999) ArticleTitleOn the use of long-term global data of land reflectances and vegetation indices derived from the Advanced Very High Resolution Radiometer Journal of Geophysical Research 104 6241–6255 Occurrence Handle10.1029/1998JD200106
P. J. Hanson N. T. Edwards C. T. Garten J. A. Andrews (2000) ArticleTitleSeparating root and soil microbial contributions to soil respiration: A review of methods and observations Biogeochemistry 48 115–146 Occurrence Handle10.1023/A:1006244819642 Occurrence Handle1:CAS:528:DC%2BD3cXitVOjsrg%3D
E. R. Hunt (1994) ArticleTitleRelationship between woody biomass and PAR conversion efficiency for estimating net primary production from NDVI International Journal of Remote Sensing 15 1725–1730
E. R. Hunt SuffixJr. J. H. Everitt J. C. Ritchie M. S. Moran D. T. Booth G. L. Anderson P. E. Clark M. S. Seyfried (2003) ArticleTitleApplications and research using remote sensing for rangeland management Photogrammetric Engineering & Remote Sensing 69(6) 675–693
E. R. Hunt Jr. J. T. Fahnestock R. D. Kelly J. M. Welker W. A. Reiners W. K. Smith (2002) . R. S. Muttiah (Eds) From laboratory spectroscopy to remotely sensed spectra of terrestrial ecosystems Kluwer Academic Publishers Dordrecht, The Netherlands Pages 161–174
E. R. Hunt Jr. S. C. Piper R. Newmani C. D. Keeling R. D. Otto S. W. Running (1996) ArticleTitleGlobal net carbon exchange and intra-annual atmospheric CO2 concentrations predicted by an ecosystem process model and three-dimensional atmospheric transport model. Global Biogeochemical Cycles 10 431–456 Occurrence Handle10.1029/96GB01691
E. R. Hunt Jr. S. W. Running (1992) ArticleTitleSimulated dry matter yields for aspen and spruce stands in the North American boreal forest Canadian Journal of Remote Sensing 18 126–133
R. B. Jackson J. Canadell J. R. Ehleringer H. A. Mooney O. E. Sala E. D. Schulze (1996) ArticleTitleA global analysis of root distributions for terrestrial biomes Oecologia 108 389–411
P. G. Jarvis K. G. McNaughton (1986) ArticleTitleStomatal control of transpiration: scaling up from leaf to region Advances in Ecological Research 15 1–49
R. D. Kelly E. R. Hunt Jr. W. A. Reiners W. K. Smith J. M. Welker (2002) ArticleTitleRelationships between daytime carbon dioxide uptake and absorbed photosynthetically active radiation for three different mountain/plains ecosystems Journal of Geophysical Research 107(D14) 19.1–19.8
J. J. Landsberg R. H. Waring (1997) ArticleTitleA generalised model of forest productivity using simplified concepts of radiation-use efficiency, carbon balance and partitioning Forest Ecology and Management 95 209–228 Occurrence Handle10.1016/S0378-1127(97)00026-1
R. B. Myneni D. L. Williams (1994) ArticleTitleOn the relationship between FAPAR and NDVI Remote Sensing of Environment 49 200–211 Occurrence Handle10.1016/0034-4257(94)90016-7
K. Paustian C. V. Cole D. Sauerbeck N. Sampson (1998) ArticleTitleCO2 mitigation by agriculture: an overview Climatic Change 40 135–162 Occurrence Handle10.1023/A:1005347017157 Occurrence Handle1:CAS:528:DyaK1cXmslWgu7k%3D
S. D. Prince (1991) ArticleTitleA model of regional primary production for use with coarse resolution satellite data International Journal of Remote Sensing 12 1313–1330
S. D. Prince S. N. Goward (1995) ArticleTitleGlobal primary production: a remote sensing approach Journal of Biogeography 22 815–835
J. W. Raich W. H. Schlesinger (1993) ArticleTitleThe global carbon dioxide flux in soil respiration and its relationship to vegetation and climate Tellus B44 81–99
J. W. Rouse R. H. Haas J. A. Schell D. W. Deering E. P. Mercanti (1974) Monitoring vegetation systems in the Great Plains with ERTS. S. C. Freden M. Becker (Eds) Third earth resources technology satellite-1 syposium, volume I: technical presentations. NASA SP-351, National Aeronautics and Space Administration Washington, D.C. Pages 309–317
A. Ruimy G. Dedieu B. Saugier (1994) ArticleTitleMethodology for the estimation of terrestrial net primary production from remotely sensed data Journal of Geophysical Research 99 5263–5283 Occurrence Handle10.1029/93JD03221
A. Ruimy P. G. Jarvis D. D. Baldocchi B. Saugier (1995) ArticleTitleCO2 fluxes over plant canopies and solar radiation: A review Advances in Ecological Research 26 1–66
A. Ruimy L. Kergoat C. B. Field B. Saugier (1996) ArticleTitleThe use of CO2 flux measurements in models of the global terrestrial carbon budget Global Change Biology 2 287–296
S. W. Running E. R. Hunt Jr. (1993) Generalization of a forest ecosystem process model for other biomes, BIOME-BGC, and an application for global-scale models J. R. Ehleringer C. Field (Eds) Scaling physiological processes: leaf to globe Academic Press San Diego Pages 141–158
S. W. Running D. D. Baldocchi D. P. Turner S. T. Gower P. S. Bakwin K. A. Hibbard (1999) ArticleTitleA global terrestrial monitoring network integrating tower fluxes, flask sampling, ecosystem modeling and EOS satellite data Remote Sensing of Environment 70 108–127 Occurrence Handle10.1016/S0034-4257(99)00061-9
P. J. Sellers F. G. Hall G. Asrar S. E. Strebel R. E. Murphy (1992) ArticleTitleAn overview of the First International Satellite Land Surface Climatology Project (ISLSCP) Field Experiment (FIFE) Journal of Geophysical Research 97 18345–18371
P. J. Sellers F. G. Hall R. D. Kelly A. Black D. Baldocchi J. and others Berry (1997) ArticleTitleBOREAS in 1997: experimental overview, scientific results, and future directions Journal of Geophysical Research 102 28731–28769 Occurrence Handle10.1029/97JD03300
T. R. Sinclair T. Horie (1989) ArticleTitleLeaf nitrogen, photosynthesis, and crop radiation use efficiency: a review Crop Science 29 90–98
T. R. Sinclair R. C. Muchow (1999) ArticleTitleRadiation use efficiency Advances in Agronomy 65 215–265
W. K. Smith R. D. Kelly J. M. Welker J. T. Fahnestock W. A. Reiners E. R. Jr Hunt (2003) ArticleTitleLeaf-to-aircraft measurements of net CO2 exchange in a sagebrush steppe ecosystem Journal of Geophysical Research 108(D3) 15.1–15.9
T. Svejcar H. Mayeux R. Angell (1997) ArticleTitleThe rangeland carbon dioxide flux project Rangelands 19 16–18
R. H. Waring B. E. Law M. L. Goulden S. L. Bassow R. W. McCreight S. C. Wofsy F. A. Bazzaz (1995) ArticleTitleScaling gross ecosystem production at Harvard Forest with remote sensing: a comparison of estimates from a constrained quantum-use efficiency model and eddy correlation Plant, Cell and Environment 18 1201–1213
J. M. Welker K. B. Brown J. T. Fahnestock (1999) ArticleTitleCO2 flux in arctic and alpine dry tundra: comparative field responses under ambient and experimentally warmed conditions Arctic, Antarctic and Alpine Research 31 308–313
J. M. Welker J. T. Fahnestock M. H. Jones (2000) ArticleTitleAnnual CO2 flux from dry and moist arctic tundra: field responses to increases in summer temperature and winter snow depth Climatic Change 44 139–150 Occurrence Handle10.1023/A:1005555012742 Occurrence Handle1:CAS:528:DC%2BD3cXhtFOksLw%3D
J. C. Winslow E. R., Jr Hunt S. C. Piper (2001) ArticleTitleA globally applicable model of daily solar irradiance estimated from air temperature and precipitation Ecological Modelling 143 227–243 Occurrence Handle10.1016/S0304-3800(01)00341-6
B. K. Wylie D. A. Johnson E. Laca N. Z. Saliendra T. G. Gilmanov B. C. Reed L. L. Tieszen B. B. Worstell (2003) ArticleTitleCalibration of remotely sensed, coarse resolution NDVI to CO2 fluxes in a sagebrush-steppe ecosystem Remote Sensing of Environment 85 243–255 Occurrence Handle10.1016/S0034-4257(03)00004-X
Acknowledgements
This paper was presented at the USDA Symposium on Natural Resource Management to Offset Greenhouse Gas Emissions in Raleigh, North Carolina, 19–21 November 2002.
This paper was presented at the USDA Symposium on Natural Resource Management to Offset Greenhouse Gas Emissions in Raleigh, North Carolina, 19–21 November 2002.
We thank Brian Miyake for assistance with the AVHRR image processing, Mark McNeal for collection of spectral irradiance and solar irradiance data, and Robert Piper for collection of the chamber flux data. This project was funded by a National Science Foundation grant (IBN-9727796) to the University of Wyoming.We thank Brian Miyake for assistance with the AVHRR image processing, Mark McNeal for collection of spectral irradiance and solar irradiance data, and Robert Piper for collection of the chamber flux data. This project was funded by a National Science Foundation grant (IBN-9727796) to the University of Wyoming.
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Hunt, E., Kelly, R., Smith, W. et al. Estimation of Carbon Sequestration by Combining Remote Sensing and Net Ecosystem Exchange Data for Northern Mixed-Grass Prairie and Sagebrush–Steppe Ecosystems . Environmental Management 33 (Suppl 1), S432–S441 (2004). https://doi.org/10.1007/s00267-003-9151-0
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DOI: https://doi.org/10.1007/s00267-003-9151-0