Spatiotemporal modeling of soil organic carbon stocks across a subtropical region

Science of the Total Environment

Volumn 461-462, Issue , 2013, Pages 149-157

  Ross, Christopher Wade ^a   Grunwald, Sabine ^a   Myers, David Brenton ^b  

^a UNIVERSITY OF FLORIDA   (United States)

^b UNIVERSITY OF MISSOURI   (United States)

Author keywords

Kriging; Land use; Modeling; Organic carbon; Soil

Indexed keywords

GEOSTATISTICAL INTERPOLATION; GLOBAL CARBON CYCLE; KRIGING; SOIL ORGANIC CARBON; SOIL ORGANIC CARBON STOCKS; SPATIAL AND TEMPORAL VARIABILITY; SPATIOTEMPORAL MODELING; SUSTAINABLE LAND USE;

CARBON; CARBON DIOXIDE; INTERPOLATION; LAND USE; MODELS; ORGANIC CARBON; SOILS;

GEOLOGIC MODELS;

CARBON DIOXIDE; ORGANIC CARBON; SOIL ORGANIC CARBON; UNCLASSIFIED DRUG;

CARBON CYCLE; KRIGING; LAND USE; MODELING; ORGANIC CARBON; SOIL ORGANIC MATTER; SPATIAL VARIATION; SUBTROPICAL REGION; TEMPORAL VARIATION;

ARTICLE; CARBON CYCLE; CARBON SINK; CONTROLLED STUDY; DIGITAL IMAGING; DIGITAL SOIL MAPPING AND MODELING; GEOGRAPHIC AND GEOLOGICAL PHENOMENA; GEOSTATISTICAL ANALYSIS; HISTORICAL PERIOD; LAND USE; PRIORITY JOURNAL; SAMPLING; SOIL ANALYSIS; STATISTICAL MODEL; SUBTROPICAL REGION; UNITED STATES;

KRIGING; LAND-USE; MODELING; ORGANIC CARBON; SOIL;

CARBON; CARBON DIOXIDE; CARBON SEQUESTRATION; ENVIRONMENTAL MONITORING; FLORIDA; GEOGRAPHIC MAPPING; MODELS, THEORETICAL; SOIL;

FLORIDA [UNITED STATES]; UNITED STATES;

EID: 84878439489     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2013.04.070     Document Type: Article

References (45)

1. Batjes N.H. Total carbon and nitrogen in the soils of the world. Eur J Soil Sci 1996, 47:151-163.
2. Bohn H.L. Estimate of organic carbon in world soils: II. Soil Sci Soc Am J 1982, 46:1118-1119.
3. Bolin B. The carbon cycle. Sci Am 1970, 223.
4. Bolin B., Sukumar R., Ciais P. Land use, land-use change, and forestry: a special report of the intergovernmental panel on climate change 2000, Cambridge University Press, [July 10]. R.T. Watson, I.R. Noble, B. Bolin, N.H. Ravindranath, D.J. Verardo, D.J. Dokken (Eds.).
5. Ciais P., Tans P.P., Trolier M., White J.W.C., Francey R.J. A large northern hemisphere terrestrial CO2 sink indicated by the 13C/12C ratio of atmospheric CO2. Science 1995, 269:1098-1102.
6. Cox P.M., Betts R.A., Jones C.D., Spall S.A., Totterdell I.J. Acceleration of global warming due to carbon-cycle feedbacks in a coupled climate model. Nature 2000, 408:184-187.
7. Craine J.M., Gelderman T.M. Soil moisture controls on temperature sensitivity of soil organic carbon decomposition for a mesic grassland. Soil Biol Biochem 2011, 43:455-457.
8. Cramer W., Bondeau A., Woodward F.I., Prentice I.C., Betts R.A., Brovkin V., et al. Global response of terrestrial ecosystem structure and function to CO2 and climate change: results from six dynamic global vegetation models. Glob Chang Biol 2001, 7:357-373.
9. Davidson E.A., Janssens I.A. Temperature sensitivity of soil carbon decomposition and feedbacks to climate change. Nature 2006, 440:165-173.
10. Davies R.B. Hypothesis testing when a nuisance parameter is present only under the alternative. Biometrika 1987, 74:33-43.
11. Fan S., Gloor M., Mahlman J., Pacala S., Sarmiento J., Takahashi T., et al. A large terrestrial carbon sink in North America implied by atmospheric and oceanic carbon dioxide data and models. Science 1998, 282:442-446.
12. Florida Fish and Wildlife Conservation Commission (FFWCC) Florida vegetation and land cover data derived from Landsat ETM+Imagery 2003, FFWCC, Tallahassee, Fl.
13. Gedalof Z., Berg A.A. Tree ring evidence for limited direct CO2 fertilization of forests over the 20th century. Global Biogeochem Cycles 2010, 24. [n/a-n/a].
14. Gower S.T. Patterns and mechanisms of the forest carbon cycle. Annu Rev Environ Resour 2003, 28:169-204.
15. Grunwald S. Multi-criteria characterization of recent digital soil mapping and modeling approaches. Geoderma 2009, 152:195-207.
16. Grunwald S., Harris W. Florida soil characterization database (FSCD). Florida soil characterization data retrieval system 2012, [March], [Available at: http://flsoils.ifas.ufl.edu].
17. Grunwald S., Thompson J., Boettinger J. Digital soil mapping and modeling at continental scales: finding solutions for global issues. Soil Sci Soc Am J 2011, 75:1201.
18. Grunwald S., Harris W., Comerford N., Bruland G. Final report "rapid assessment and modeling of changes in soil carbon storage and turnover in a southern landscape". USDA-NIFA-AFRI grant No. 2007-35107-18368 2011.
19. Guo Y., Amundson R., Gong P., Yu Q. Quantity and spatial variability of soil carbon in the conterminous United States. Soil Sci Soc Am J 2006, 70:590.
20. Hari P., Arovaara H. Detecting CO2 induced enhancement in the radial increment of trees. Evidence from northern timber line. Scand J Forest Res 1988, 3:67-74.
21. Hoover C.M. Assessing seven decades of carbon accumulation in two U.S. northern hardwood forests. Forests 2011, 2:730-740.
22. Jacobson M., Charlson R.J., Rodhe H., Orians G.H. Earth system science. Volume 72: From Biogeochemical Cycles to Global Changes 2000, Academic Press, [March 29]. 1st ed.
23. Jobbágy E.G., Jackson R.B. The vertical distribution of soil organic carbon and its relation to climate and vegetation. Ecol Appl 2000, 10:423-436.
24. Journel A.G., Huijbregts C.J. Mining geostatistics 1978, Academic Press Inc.
25. Kauppi P.E., Rautiainen A., Korhonen K.T., Lehtonen A., Liski J., Nöjd P., et al. Changing stock of biomass carbon in a boreal forest over 93years. For Ecol Manage 2010, 259:1239-1244.
26. Keeling R.F., Piper S.C., Heimann M. Global and hemispheric CO2 sinks deduced from changes in atmospheric O2 concentration. Nature 1996, 381:218-221.
27. Lamarche V.C., Graybill D.A., Fritts H.C., Rose M.R. Increasing atmospheric carbon dioxide: tree ring evidence for growth enhancement in natural vegetation. Science 1984, 225:1019-1021.
28. Liebens J., VanMolle M. Influence of estimation procedure on soil organic carbon stock assessment in Flanders, Belgium. Soil Use Manag 2003, 19:364-371.
29. Lugo A.E., Brown S. Management of tropical soils as sinks or sources of atmospheric carbon. Plant Soil 1993, 149:27-41.
30. McLatchey G.P., Reddy K.R. Regulation of organic matter decomposition and nutrient release in a wetland soil. J Environ Qual 1998, 27:1268-1274.
31. Meersmans J., De Ridder F., Canters F., De Baets S., Van Molle M. A multiple regression approach to assess the spatial distribution of soil organic carbon (SOC) at the regional scale (Flanders, Belgium). Geoderma 2008, 143:1-13.
32. Meersmans J., Van Wesemael B., Goidts E., Van Molle M., De Baets S., De Ridder F. Spatial analysis of soil organic carbon evolution in Belgian croplands and grasslands, 1960-2006. Glob Chang Biol 2011, 17:466-479.
33. Minasny B., Sulaeman Y., Mcbratney A.B. Is soil carbon disappearing? The dynamics of soil organic carbon in Java. Glob Chang Biol 2011, 17:1917-1924.
34. National Climatic Data Cente Climate data online (CDO) data request confirmation [October 1], [Available at: http://www.ncdc.noaa.gov/cdo-web/review?mr=t].
35. Natural Resource Conservation Service. Soil Survey Geographic (SSURGO) datbase. Orginal scale 1:24,000. Availible at. Fort Worth, Tx; 2006. http://soildatamart.nrcs.usda.gov/Survey.aspx?State=Fl.
36. Panzeri S., Magri C., Carraro L. Sampling bias. Scholarpedia 2008, 3:4258.
37. Post W.M., Peng T.-S., Emanuel W.R., King A.W., Dale V.H., DeAngelis D.L. The global carbon cycle. Am Sci 1990, 78:310-326.
38. Powers J.S., Corre M.D., Twine T.E., Veldkamp E. Geographic bias of field observations of soil carbon stocks with tropical land-use changes precludes spatial extrapolation. Proc Natl Acad Sci 2011, 108:6318-6322.
39. Rumpel C., Kögel-Knabner I., Bruhn F. Vertical distribution, age, and chemical composition of organic carbon in two forest soils of different pedogenesis. Org Geochem 2002, 33:1131-1142.
40. Schimel D., Melillo J., Tian H., McGuire A.D., Kicklighter D., Kittel T., et al. Contribution of Increasing CO2 and climate to carbon storage by ecosystems in the United States. Science 2000, 287:2004-2006.
41. United States Geological Survey National elevation dataset digital elevation model [Available at: http://www.fgdl.org].
42. Vasques G., Grunwald S., Comerford N.B., Sickman J. Regional modelling of soil carbon at multiple depths within a subtropical watershed. Geoderma 2010, 156:326-336.
43. Venables W.N., Ripley B.D. Modern applied statistics with S. Birkhäuser 2002.
44. Webster R., Oliver M.A. Geostatistics for environmental scientists 2001, John Wiley and Sons, LTD, Chirchester, England.
45. Yan X., Cai Z., Wang S., Smith P. Direct measurement of soil organic carbon content change in the croplands of China. Glob Chang Biol 2011, 17:1487-1496.