Biomass estimation in the Tapajos National Forest, Brazil - Examination of sampling and allometric uncertainties

被引:227
作者
Keller, M [1 ]
Palace, M
Hurtt, G
机构
[1] USDA, Forest Serv, Int Inst Trop Forestry, Rio Piedras, PR 00928 USA
[2] Univ New Hampshire, Complex Syst Res Ctr, Durham, NH 03824 USA
基金
美国国家航空航天局;
关键词
biomass; error estimation; allometry; Amazon; Brazil;
D O I
10.1016/S0378-1127(01)00509-6
中图分类号
S7 [林业];
学科分类号
0829 ; 0907 ;
摘要
changes in the biomass of Amazon region forests represent an important component of the global carbon cycle but the biomass of these forests remains poorly quantified. Minimizing the error in forest biomass estimates is necessary in order to reduce the uncertainty in future Amazon carbon budgets. We examined forest survey data for trees with a diameter at breast height (DBH) greater than 35 cm from four plots with a total area of 392 ha in the Tapajos National Forest near Santarem, Para, Brazil (3 degrees 04'S, 54 degrees 95'W). The average frequency of trees greater than 35 cm DBH was approximately 55 ha(-1). Based on tree diameters, allometric relations, and published relations for biomass in other compartments besides trees of DBH > 35 cm., we estimated a total biomass density of 372 Mg ha(-1). We produced a highly conservative error estimate of about 50% of this value. Trees with diameters greater than 35 cm DBH accounted for about half of the total biomass. This estimate includes all live and dead plant material above- and below-ground with the exception of soil organic matter. We propagated errors in sampling and those associated with allometric relations and other ratios used to estimate biomass of roots, lianas and epiphytes, and necromass. The major sources of uncertainty in our estimate were found in the allometric relations for trees with DBH greater than 35 cm, in the estimates of biomass of trees with DBH less than 35 cm., and in root biomass. Simulated sampling based on our full survey, suggests that we could have estimated mean biomass per hectare for trees (DBH greater than or equal to 35 cm) to within 20% (sampling error only) with 95% confidence by sampling 21 randomly selected 0.25 ha plots in our study area. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:371 / 382
页数:12
相关论文
共 33 条
  • [1] [Anonymous], 2007, Biostatistical analysis
  • [2] Araújo TM, 1999, FOREST ECOL MANAG, V117, P43, DOI 10.1016/S0378-1127(98)00470-8
  • [3] BOTKIN DB, 1990, BIOGEOCHEMISTRY, V9, P161
  • [4] UNCERTAINTY IN THE BIOMASS OF AMAZONIAN FORESTS - AN EXAMPLE FROM RONDONIA, BRAZIL
    BROWN, IF
    MARTINELLI, LA
    THOMAS, WW
    MOREIRA, MZ
    FERREIRA, CAC
    VICTORIA, RA
    [J]. FOREST ECOLOGY AND MANAGEMENT, 1995, 75 (1-3) : 175 - 189
  • [5] BROWN S, 1992, INTERCIENCIA, V17, P8
  • [6] BROWN S, 1997, 134 FAO UN
  • [7] Root biomass allocation in the world's upland forests
    Cairns, MA
    Brown, S
    Helmer, EH
    Baumgardner, GA
    [J]. OECOLOGIA, 1997, 111 (01) : 1 - 11
  • [8] Combustion completeness in a rainforest clearing experiment in Manaus, Brazil
    Carvalho, JA
    Higuchi, N
    Araujo, TM
    Santos, JC
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1998, 103 (D11) : 13195 - 13199
  • [9] Decomposition and carbon cycling of dead trees in tropical forests of the central Amazon
    Chambers, JQ
    Higuchi, N
    Schimel, JP
    Ferreira, LV
    Melack, JM
    [J]. OECOLOGIA, 2000, 122 (03) : 380 - 388
  • [10] CHAMBERS JQ, IN PRESS FOR ECOL MA