Skip to main content
Log in

Environmental and Biotic Controls over Aboveground Biomass Throughout a Tropical Rain Forest

  • Published:
Ecosystems Aims and scope Submit manuscript

Abstract

The environmental and biotic factors affecting spatial variation in canopy three-dimensional (3-D) structure and aboveground tree biomass (AGB) are poorly understood in tropical rain forests. We combined field measurements and airborne light detection and ranging (lidar) to quantify 3-D structure and AGB across a 5,016 ha rain forest reserve on the northeastern flank of Mauna Kea volcano, Hawaii Island. We compared AGB among native stands dominated by Metrosideros polymorpha found along a 600–1800 m elevation/climate gradient, and on three substrate-age classes of 5, 20, and 65 kyr. We also analyzed how alien tree invasion, canopy species dominance and topographic relief influence AGB levels. Canopy vertical profiles derived from lidar measurements were strong predictors (r 2 = 0.78) of AGB across sites and species. Mean AGB ranged from 48 to 363 Mg ha−1 in native forest stands. Increasing elevation corresponded to a 53–84% decrease in AGB levels, depending upon substrate age. Holding climate constant, changes in substrate age from 5 to 65 kyr corresponded to a 23–53% decline in biomass. Invasion by Psidium cattleianum and Ficus rubiginosa trees resulted in a 19–38% decrease in AGB, with these carbon losses mediated by substrate age. In contrast, the spread of former plantation tree species Fraxinus uhdei corresponded to a 7- to 10-fold increase in biomass. The effects of topographic relief at both local and regional scales were evident in the AGB maps, with poorly drained terrain harboring 76% lower biomass than forests on well-drained relief. Our results quantify the absolute and relative importance of environmental factors controlling spatial variation in tree biomass across a rain forest landscape, and highlight the rapid changes in carbon storage incurred following biological invasion.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Figure 6
Figure 7
Figure 8
Figure 9
Figure 10
Figure 11

Similar content being viewed by others

References

  • Aplet GH, Vitousek PM. 1994. An age-altitude matrix analysis of Hawaiian rain-forest succession. Journal of Ecology 82:137–147.

    Article  Google Scholar 

  • Aplet G, Hughes FR, Vitousek PM. 1998. Ecosystem development on Hawaiian lava flows: biomass and species composition. Journal of Vegetation Science 9:17–26.

    Article  Google Scholar 

  • Armstrong RW, Ed. 1983. Atlas of Hawaii. Honolulu: University of Hawaii Press.

    Google Scholar 

  • Asner GP, Knapp DE, Kennedy-Bowdoin T, Jones MO, Martin RE, Boardman J, Field CB. 2007. Carnegie Airborne Observatory: in-flight fusion of hyperspectral imaging and waveform light detection and ranging (LiDAR) for three-dimensional studies of ecosystems. J Appl Remote Sens 1:doi:10.1117/1111.2794018

  • Asner GP, Hughes RF, Vitousek PM, Knapp DE, Kennedy-Bowdoin T, Boardman J, Martin RE, Eastwood M, Green RO. 2008. Invasive plants transform the 3-D structure of rainforests. Proceedings of the National Academy of Sciences 10.1073/pnas.0710811105

  • Bhatt YD, Rawat YS, Singh SP. 1994. Changes in ecosystem functioning after replacement of forest by Lantana shrubland in the Kumaun Himalaya. Journal of Vegetation Science 5:67–70.

    Article  Google Scholar 

  • Brown S, Lugo AE. 1984. Biomass of tropical forests: a new estimate based on forest volumes. Science 223:1290–1293.

    Article  PubMed  Google Scholar 

  • Brown S, Pearson T, Slaymaker D, Ambagis S, Moore N, Novelo D, Sabido W. 2005. Creating a virtual tropical forest from three-dimensional aerial imagery to estimate carbon stocks. Ecological Applications 15:1083–1095.

    Article  Google Scholar 

  • Carlson NK, Bryan LW. 1963. The Honaunau Forest: an appraisal after seven years of planting. Journal of Forestry 61:643–647.

    Google Scholar 

  • Chadwick OA, Derry LA, Vitousek PM, Huebert BJ, Hedin LO. 1999. Changing sources of nutrients during four million years of ecosystem development. Nature 397:491–497.

    Article  CAS  Google Scholar 

  • Chave J, Chust G, Condit R, Aguilar S, Hernandez A, Lao S, Perez R. 2004. Error propagation and scaling for tropical forest biomass estimates. In: Malhi Y, Phillips O, Eds. Tropical forests and global atmospheric change. Oxford University Press: London. 155–166.

    Google Scholar 

  • Chave J, Andalo C, Brown S, Cairns MA, Chambers JQ, Eamus D, Fölster H, Fromard F, Higuchi N, Puig H, Riéra B, Yamakura T. 2005. Tree allometry and improved estimation of carbon stocks and balance in tropical forests. Oecologia. doi: 10.1007/s00442–005-0100-x

  • Clark DA. 2002. Are tropical forests an important carbon sink? Reanalysis of the long-term plot data. Ecological Applications 12:3–7.

    Article  Google Scholar 

  • Cordell S, Goldstein G, Mueller-Dombois D, Webb D, Vitousek PM. 1998. Physiological and morphological variation in Metrosideros polymorpha, a dominant Hawaiian tree species, along an altitudinal gradient: The role of phenotypic plasticity. Oecologia (Berlin) 113:188–196.

    Article  Google Scholar 

  • Crews TE, Kitayama K, Fownes JH, Riley RH, Herbert DA, Mueller-Dombois D, Vitousek PM. 1995. Changes in soil phosphorus fractions and ecosystem dynamics across a long chronosequence in Hawaii. Ecology 76:1407–1424.

    Article  Google Scholar 

  • DLNR. 1989. Laupahoehoe natural area reserve management plan. Natural area reserve system. Honolulu, Hawaii: Department of Land and Natural Resources

  • Drake JB, Dubayah RO, Knox RG, Clark DB, Blair JB. 2002. Sensitivity of large-footprint lidar to canopy structure and biomass in a neotropical rainforest. Remote Sensing of Environment 81:378–392.

    Article  Google Scholar 

  • Drake JB, Knox RG, Dubayah RO, Clark DB, Condit R, Blair JB, Hofton M. 2003. Above-ground biomass estimation in closed canopy neotropical forests using lidar remote sensing: Factors affecting the generality of relationships. Global Ecology and Biogeography 12:147–159.

    Article  Google Scholar 

  • Ehrenfeld JG. 2003. Effects of exotic plant invasions on soil nutrient cycling processes. Ecosystems 6:503–523.

    Article  CAS  Google Scholar 

  • Francis JK. 1990. Fraxinus uhdei (Wenzig) Lingelsh. USDA Forest Service Technical Report SO-ITF-SM–28. USDA Forest Service

  • Giambelluca TW, Nullet MA, Schroeder TA. 1986. Rainfall Atlas of Hawaii. Honolulu: Department of Land and Natural Resources, State of Hawaii, p 267

  • Houghton RA, Skole DL, Nobre CA, Hackler JL, Lawrence KT, Chomentowski WH. 2000. Annual fluxes of carbon from deforestation and regrowth in the Brazilian Amazon. Science 403:301-304.

    CAS  Google Scholar 

  • Huenneke LF, Vitousek PM. 1990. Seedling and clonal recruitment of the invasive tree Psidium cattleianum: implications for management of native Hawaiian forests. Biological Conservation 53:199–211.

    Article  Google Scholar 

  • Hughes RF, Kauffman JB, Cummings DL. 2002. Dynamics of aboveground and soil carbon and nitrogen stocks and cycling of available nitrogen along a land-use gradient in Rondonia, Brazil. Ecosystems 5:244–259.

    Article  CAS  Google Scholar 

  • Keller M, Palace M, Hurtt G. 2001. Biomass estimation in the Tapajos National Forest, Brazil: examination of sampling and allometric uncertainties. Forest Ecology and Management 154:371–382.

    Article  Google Scholar 

  • Laurance WF, Fearnside PM, Laurance SG, Delamonica P, Lovejoy TE, Rankin-de Merona JM, Chambers JQ, Gascon C. 1999. Relationship between soils and Amazon forest biomass: a landscape-scale study. Forest Ecology and Management 118:127–138.

    Article  Google Scholar 

  • Lefsky MA, Cohen WB, Acker SA, Parker GG, Spies TA, Harding D. 1999. Lidar remote sensing of the canopy structure and biophysical properties of Douglas-fir western hemlock forests. Remote Sensing of Environment 70:339–361.

    Article  Google Scholar 

  • Lefsky MA, Cohen WB, Harding DJ, Parker GG, Acker SA, Gower ST. 2002a. Lidar remote sensing of above-ground biomass in three biomes. Global Ecology and Biogeography 11:393–399.

    Article  Google Scholar 

  • Lefsky MA, Cohen WB, Parker GG, Harding DJ. 2002b. Lidar remote sensing for ecosystem studies. BioScience 52:19–30.

    Article  Google Scholar 

  • Lefsky MA, Harding DJ, Keller M, Cohen WB, Carabajal CC, Espirito-Santo FDB, Hunter MO, Oliveira Jr.R. 2005. Estimates of forest canopy height and aboveground biomass using ICESat. Geophysical Research Letters 32:L22S02, doi:10.1029/2005GL023971.

    Article  Google Scholar 

  • Morsdorf F, Kotz B, Meier E, Itten KI, Allgower B. 2006. Estimation of LAI and fractional cover from small footprint airborne laser scanning data based on gap fraction. Remote Sensing of Environment 104:50–61.

    Article  Google Scholar 

  • Mueller-Dombois D. 1987. Natural dieback in forests. BioScience 37:575–583.

    Article  Google Scholar 

  • Palace M, Keller M, Asner GP, Hagen S, Braswell B. 2008. Amazon forest structure from IKONOS satellite data and the automated characterization of forest canopy properties. Biotropica 40:141–150.

    Article  Google Scholar 

  • Phillips OL, Mahli Y, Higuchi N, Laurance WF, Núñez PV, Vázquez RM, Laurance SG, Fereira LV, Stern M, Brown S, Grace J. 1998. Changes in the carbon balance of tropical forests: Evidence from long-term plots. Science 282:439–442.

    Article  PubMed  CAS  Google Scholar 

  • Phillips OL, Malhi Y, Vinceti B, Baker T, Lewis SL, Higuchi N, Laurance WF, Vargas PN, Martinez RV, Laurance S, Ferreira LV, Stern M, Brown S, Grace J. 2002. Changes in growth of tropical forests: Evaluating potential biases. Ecological Applications 12:576–587.

    Article  Google Scholar 

  • Popescu SC, Wynne RH, Scrivani JA. 2004. Fusion of small-footprint lidar and multispectral data to estimate plot-level volume and biomass in deciduous and pine forests in Virginia, USA. Forest Science 50:551–565.

    Google Scholar 

  • Porder S, Paytan A, Vitousek PM. 2005. Erosion and landscape development affect plant nutrient status in the Hawaiian Islands. Oecologia (Berlin) 142:440–449.

    Article  Google Scholar 

  • Raich JW, Russell AE, Vitousek PM. 1997. Primary productivity and ecosystem development along an elevational gradient on Mauna Loa, Hawaii. Ecology 78:707–722.

    Google Scholar 

  • Raich JW, Russell AE, Kitayama K, Parton WJ, Vitousek PM. 2006. Temperature influences carbon accumulation in moist tropical forests. Ecology 87:76–87.

    Article  PubMed  Google Scholar 

  • Reyes G, Brown S, Chapman J, Lugo AE. 1992. Wood densities of tropical tree species. In: Service USF, Ed. U.S. Department of Agriculture, p 18

  • Rothstein DE, Vitousek PM, Simmons BL. 2004. An exotic tree alters decomposition and nutrient cycling in a Hawaiian montane forest. Ecosystems 7:805–814.

    Article  CAS  Google Scholar 

  • Smith CW. 1985. Impact of alien plants on Hawaii’s native biota. In: Stone CP, Scott JM, Eds. Hawaii’s terrestrial ecosystems: preservation and management. University of Hawaii, Honolulu: Cooperative National Park Resources Study Unit. p 180–250

  • Stearns HT. 1985. Geology of the State of Hawaii. Palo Alto: Pacific Books,p 335.

    Google Scholar 

  • Treuhaft RN, Law BE, Asner GP. 2004. Forest attributes from radar interferometric structure and its fusion with optical remote sensing. Bioscience 54:561–571.

    Article  Google Scholar 

  • Vitousek PM. 2004. Nutrient cycling and limitation: Hawai’i as a model system. Princeton, NJ: Princeton University Press, p 232.

    Google Scholar 

  • Vitousek PM, Chadwick OA, Crews TE, Fownes JH, Hendricks DM, Herbert D. 1997. Soil and ecosystem development across the Hawaiian Islands. GSA Today 7:1–8.

    Google Scholar 

  • Zimmerman N, Hughes RF, Cordell S, Hart P, Chang HK, Perez D, Like RK, Ostertag R. 2007. Patterns of primary succession of native and introduced plants in lowland wet forests in Eastern Hawaii. Biotropica doi:10.1111/j.1744-7429.2007.00371.x

Download references

Acknowledgments

We thank R. Martin, D. Okita, G. Sanchez, and the HETF field crew for field, laboratory, airborne, and/or logistical support. We thank M. Keller for early advice on the study. The Carnegie Airborne Observatory is funded by the W.M. Keck Foundation and William Hearst III. Application of the Carnegie Airborne Observatory to this study was supported by the Carnegie Institution and the USDA Forest Service. Access to field sites was provided by the State of Hawaii Department of Land and Natural Resources-Division of Forestry and Wildlife.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Gregory P. Asner.

Additional information

Author Contributions

GPA and RFH conceived of or designed the study. GPA, RFH, TAV, DEK, and TKB performed research and analyzed data. GPA, RFH, DEK, and TKB contributed new methods or models. GPA wrote the article.

Electronic supplementary material

Below is the link to the electronic supplementary material.

(DOC 243 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Asner, G.P., Flint Hughes, R., Varga, T.A. et al. Environmental and Biotic Controls over Aboveground Biomass Throughout a Tropical Rain Forest. Ecosystems 12, 261–278 (2009). https://doi.org/10.1007/s10021-008-9221-5

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10021-008-9221-5

Key words

Navigation