Litter carbon inputs to the mineral soil of Japanese Brown forest soils: Comparing estimates from the RothC model with estimates from MODIS

Journal of Forest Research

Volumn 16, Issue 1, 2011, Pages 16-25

  Hashimoto, Shoji ^a   Wattenbach, Martin ^b   Smith, Pete ^b  

^a FORESTRY AND FOREST PRODUCTS RESEARCH INSTITUTE   (Japan)

^b UNIVERSITY OF ABERDEEN   (United Kingdom)

Author keywords

Modeling; MODIS; NPP; Rothamsted model; Soil organic matter

Indexed keywords

FORESTRY; MODELS; ORGANIC CARBON; RADIOMETERS; SOILS;

JAPANESE FOREST; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER; MODIS; NET PRIMARY PRODUCTION; NORMALIZED DIFFERENCES; ROTHAMSTED CARBON MODEL; SOIL ORGANIC CARBON; SOIL ORGANIC MATTERS;

UNCERTAINTY ANALYSIS;

ALGORITHM; BROWN SOIL; CARBON; COMPARATIVE STUDY; DATA SET; DECOMPOSITION; ESTIMATION METHOD; FOREST SOIL; LITTER; MAPPING METHOD; MINERAL; MODIS; MONTE CARLO ANALYSIS; NET PRIMARY PRODUCTION; NUMERICAL MODEL; RESOLUTION; SATELLITE DATA; SENSITIVITY ANALYSIS; SOIL ORGANIC MATTER; SPATIAL ANALYSIS; UNCERTAINTY ANALYSIS;

JAPAN;

EID: 78751579260     PISSN: 13416979     EISSN: 16107403     Source Type: Journal    
DOI: 10.1007/s10310-010-0209-6     Document Type: Article

References (50)

1. Alexandrov GA, Oikawa T, Esser G (1999) Estimating terrestrial NPP: what the data say and how they may be interpreted? Ecol Model 117: 361-369.
2. Alexandrov GA, Oikawa T, Yamagata Y (2002) The scheme for globalization of a process-based model explaining gradations in terrestrial NPP and its application. Ecol Model 148: 293-306.
3. Cannell MGR (1982) World forest biomass and primary production data. Academic Press, Tokyo.
4. Carvalhais N, Reichstein M, Seixas J, Collatz GJ, Pereira JS, Berbigier P, Carrara A, Granier A, Montagnani L, Papale D, Rambal S, Sanz MJ, Valentini R (2008) Implications of the carbon cycle steady state assumption for biogeochemical modeling performance and inverse parameter retrieval. Glob Biogeochem Cycles 22: GB2007. doi: 101029/2007GB003033.
5. Chiesi M, Maselli F, Moriondo M, Fibbi L, Bindi M, Running SW (2007) Application of BIOME-BGC to simulate Mediterranean forest processes. Ecol Model 206: 179-190.
6. Ciais P, Reichstein M, Viovy N, Granier A, Ogée J, Allard V, Aubinet M, Buchmann N, Bernhofer C, Carrara A, Chevallier F, De Noblet N, Friend AD, Friedlingstein P, Grünwald T, Heinsch B, Keronen P, Knohl A, Krinner G, Loustau D, Manca G, Matteucci G, Miglietta F, Ourcival JM, Papale D, Pilegaard K, Rambal S, Seufert G, Soussana JF, Sanz MJ, Schulze ED, Vesala T, Valentini R (2005) Europe-wide reduction in primary productivity caused by the heat and drought in 2003. Nature 437: 529-533.
7. Coleman K, Jenkinson DS (1996) RothC-26. 3-a model for the turnover of carbon in soil. In: Powlson DS, Smith P, Smith JU (eds) Evaluation of soil organic matter models: using existing long-term datasets. Springer, Berlin, pp 237-246.
8. Coleman K, Jenkinson DS, Crocker GJ, Grace PR, Klír J, Körschens M, Poultion PR, Richter DD (1997) Simulating trends in soil organic carbon in long-term experiments using RothC-26. 3. Geoderma 81: 29-44.
9. Cramer W, Kicklighter DW, Bondeau A, Moore B III, Churkina G, Nemry B, Ruimy A, Schloss AL (1999) Comparing global models of terrestrial net primary productivity (NPP): overview and key results. Glob Change Biol 5: 1-15.
10. Esser G, Lieth HFH, Scurlock JMO, Olson RJ (1997) Worldwide estimates and bibliography of net primary productivity derived from pre-1982 publications. Oak Ridge National Laboratory, Tennessee.
11. Falloon P, Smith P (2002) Simulating SOC changes in long-term experiments with RothC and CENTURY: model evaluation for a regional scale application. Soil Use Manag 18: 101-111.
12. Falloon P, Smith P, Coleman K, Marshall S (1998) Estimating the size of the inert organic matter pool from total soil organic carbon content for use in the Rothamsted carbon model. Soil Biol Biochem 30: 1207-1211.
13. Falloon P, Smith P, Bradley RI, Milne R, Tomlinson R, Viner D, Livermore M, Brown T (2006) RothCUK-a dynamic modelling system for estimating changes in soil C from mineral soils at 1-km resolution in the UK. Soil Use Manag 22: 274-288.
14. FAO, ISRIC, and ISSS (1998) World reference base for soil resources. FAO World Soil Resources Reports 84, 88 pp.
15. Forest Soil Division (1976) Classification of forest soil in Japan (1975). Bull Gov For Exp Stn 280: 1-28 (in Japanese with English summary).
16. Gottschalk P, Wattenbach M, Neftel A, Fuhrer J, Jones M, Lanigan G, Davis P, Campbell C, Soussana J-F, Smith P (2007) The role of measurement uncertainties for the simulation of grassland net ecosystem exchange (NEE) in Europe. Agric Ecosyst Environ 121: 175-185.
17. Hiradate S, Nakadai T, Shindo H, Yoneyama T (2004) Carbon source of humic substances in some Japanese volcanic ash soils determined by carbon stable isotopic ratio, delta C-13. Geoderma 119: 133-141.
18. Hoshika Y, Hajima T, Shimizu Y, Omasa K (2007) A comparison of estimated net primary productivity between under the current forest vegetation and under the potential natural vegetation in Japan. J Agric Meteorol 63: 33-39 (in Japanese with English summary).
19. IPCC (2001) Climate change 2001: the scientific basis. Cambridge University Press, Cambridge.
20. 2 exchange between the atmosphere and the terrestrial biosphere with a mechanistic model including stable carbon isotopes, 1953-1999. Tellus B 55: 596-612.
21. Ito A, Sasai T (2006) A comparison of simulation results from two terrestrial carbon cycle models using three climate data sets. Tellus B 58: 513-522.
22. Japan Meteorological Agency (2002) Mesh climate data 2000 (CD-ROM). Japan Meteorological Agency, Tokyo (in Japanese).
23. Jenkinson DS (1990) The turnover of organic carbon and nitrogen in soil. Philos Trans R Soc B 329: 361-368.
24. Jenkinson DS, Coleman K (1994) Calculating the annual input of organic-matter to soil from measurements of total organic-carbon and radiocarbon. Eur J Soil Sci 45: 167-174.
25. Jenkinson DS, Harkness DD, Vance ED, Adams DE, Harrison AF (1992) Calculating net primary production and annual input of organic-matter to soil from the amount and radiocarbon content of soil organic-matter. Soil Biol Biochem 24: 295-308.
26. Jenkinson DS, Meredith J, Kinyamario JI, Warren GP, Wong MTF, Harkness DD, Bol R, Coleman K (1999) Estimating net primary production from measurements made on soil organic-matter. Ecology 80: 2762-2773.
27. Kurz WA, Stinson G, Rampley G (2008) Could increased boreal forest ecosystem productivity offset carbon losses from increased disturbances? Philos Trans R Soc B 363: 2261-2269.
28. Linacre ET (1977) A simple formula for estimating evaporation rates in various climates, using temperature data alone. Agric Meteorol 18: 409-427.
29. Maselli F, Chiesi M, Fibbi L, Moriondo M (2008) Integration of remote sensing and ecosystem modelling techniques to estimate forest net carbon uptake. Int J Remote Sens 29: 2437-2443.
30. Ministry of Land, Infrastructure, Transport and Tourism (1979) Digital national land information; G05-54M. http://nlftp. mlit. go. jp/ksj/.
31. Morisada K, Ono K, Kanomata H (2004) Organic carbon stock in forest soils in Japan. Geoderma 119: 21-32.
32. Oak Ridge National Laboratory Distributed Active Archive Center (ORNL DAAC) (2005) MODIS ASCII subsets, Oak Ridge, Tennessee, USA. http://www. modis. ornl. gov/modis/index. cfm. Accessed 30 Nov 2005.
33. Pan Y, Birdsey R, Hom J, Mccullough K, Clark K (2006) Improved estimates of net primary production from MODIS satellite data at regional and local scales. Ecol Appl 16: 125-132.
34. Peltoniemi M, Thurig E, Ogle S, Palosuo T, Schrumpf M, Wutzler T, Butterbach-Bahl K, Chertov O, Komarov A, Mikhailov A, Gardenas A, Perry C, Liski J, Smith P, Makipaa R (2007) Models in country scale carbon accounting of forest soils. Silva Fenn 41: 575-602.
35. R Development Core Team (2005) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna.
36. Raich J, Russell AE, Vitousek PM (1997) Primary productivity and ecosystem development along an elevational gradient on Mauna Loa, Hawai'i. Ecology 78: 707-721.
37. Running SW, Thornton PE, Nemani R, Glassy JM (2000) Global terrestrial gross and net primary productivity from the earth observing system. In: Sala OE, Jackson RB, Mooney HA, Howarth RW (eds) Methods in ecosystem science. Springer, New York, pp 44-57.
38. Saito H (1981) Materials for the studies of litterfall in forest stands. Bull Kyoto Pref Univ For 25: 78-89 (in Japanese).
39. Sasse J (1998) The forests of Japan. Japan Forest Technical Association, Tokyo.
40. Shirato Y, Hakamata T, Taniyama I (2004) Modified Rothamsted carbon model for Andosols and its validation: changing humus decomposition rate constant with pyrophosphate-extractable Al. Soil Sci Plant Nutr 50: 149-158.
41. Smith P (2002) Soil organic matter modeling. In: Lal R (ed) Encyclopedia of soil science. Marcel Dekker, New York.
42. Smith P (2008) Land use change and soil organic carbon dynamics. Nutr Cycl Agroecosyst 81: 169-178.
43. Smith P, Powlson DS, Glendining MJ, Smith JU (1997) Potential for carbon sequestration in European soils: preliminary estimates for five scenarios using results from long-term experiments. Glob Change Biol 3: 67-79.
44. Smith J, Smith P, Wattenbach M, Zaehle S, Hiederer R, Jones RJA, Montanarella L, Rounsevell MDA, Reginster I, Ewert F (2005) Projected changes in mineral soil carbon of European croplands and grasslands, 1990-2080. Glob Change Biol 11: 2141-2152.
45. Smith P, Smith J, Wattenbach M, Meyer J, Lindner M, Zaehle S, Hiederer R, Jones RJA, Montanarella L, Rounsevell M, Reginster I, Kankaanpaa S (2006) Projected changes in mineral soil carbon of European forests, 1990-2100. Can J Soil Sci 86: 159-169.
46. Turner DP, Ollinger S, Smith ML, Krankina O, Gregory M (2004) Scaling net primary production to a MODIS footprint in support of Earth observing system product validation. Int J Remote Sens 25: 1961-1979.
47. Turner DP, Ritts WD, Cohen WB, Maeirsperger TK, Gower ST, Kirschbaum AA, Running SW, Zhao MS, Wofsy SC, Dunn AL, Law BE, Campbell JL, Oechel WC, Kwon HJ, Meyers TP, Small EE, Kurc SA, Gamon JA (2005) Site-level evaluation of satellite-based global terrestrial gross primary production and net primary production monitoring. Glob Change Biol 11: 666-684.
48. Turner DP, Ritts WD, Zhao MS, Kurc SA, Dunn AL, Wofsy SC, Small EE, Running SW (2006) Assessing interannual variation in MODIS-based estimates of gross primary production. IEEE Trans Geosci Remote 44: 1899-1907.
49. White T, Luckai N, Larocque GR, Kurz WA, Smyth C (2008) A practical approach for assessing the sensitivity of the Carbon Budget Model of the Canadian Forest Sector (CBM-CFS3). Ecol Model 219: 373-382.
50. Wutzler T, Reichstein M (2007) Soils apart from equilibrium-consequences for soil carbon balance modelling. Biogeosciences 4: 125-136.