Modeling vertical distribution of carbon in oxisols of the western Brazilian Amazon (Rondonia)

被引:79
作者
Bernoux, M
Arrouays, D
Cerri, CC
Bourennane, H
机构
[1] Univ Sao Paulo, Ctr Energia Agr, CENA, BR-13400970 Piracicaba, SP, Brazil
[2] INRA, Unite Sci Sol, SESCPF, F-45160 Ardon, France
关键词
soil; Oxisols; carbon; vertical model; Amazon; nonlinear regression;
D O I
10.1097/00010694-199812000-00004
中图分类号
S15 [土壤学];
学科分类号
0903 ; 090301 ;
摘要
Oxisols have great ecological significance in tropical soils because they are the dominant soil type of the Brazilian Amazon ecosystem, comprising more than 40% of its total. To estimate carbon (C) stocks and changes requires knowledge of the vertical distribution of C in profiles, The objective of this study was to determine if specific patterns occur in C profiles of Oxisols in the Western Brazilian Amazon so that total C storage can be assessed down to any given depth by simple models with low input data requirements, Two models, a power-based model and an exponential-based model, were tested using nonlinear regression analysis on a soil database made up of 129 Oxisol profiles corresponding to 519 soil horizons, These models, as judged by the coefficient of determination (R-2) value, explained more than 55% of the total variance for all of the horizons, whether or not segregated by taxonomic unit. The models were then tested with individual profiles. The power model exhibited a tendency to overestimate C stocks when integration was done for the 0-20-cm and the 0-100-cm layers, Results from the exponential model were better than those from the power model, The R-2 values were greater than 0.82, and the associated standard error was reduced, In a validation procedure, the mean error (ME) was close to zero for the exponential model, with a systematic ME of only 0.06 kg C.m(-2) for the 0-100-cm layer.
引用
收藏
页码:941 / 951
页数:11
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