Biomass estimation within an Australian eucalypt forest: Meso-scale spatial arrangement and the influence of sampling intensity

Abstract Plant biomass is important when measuring productivity, calculating carbon stores and when studying interactions between abiotic factors and biotic organisms. However, information on the spatial arrangement of above ground live biomass (AGLB) is lacking and while the influence of replication on estimated AGLB has been studied, it has rarely been the focus in Australian ecosystems. This study examined spatial arrangement of AGLB, the influence of survey design, and interactions between abiotic factors and AGLB. Above ground live biomass was measured in a remnant eucalypt forest at Karawatha Forest Park (∼900 ha), a long term ecological research site (LTER node) within the Terrestrial Ecosystem Research Network (TERN) South-east Queensland Peri-urban Supersite, Australia. Sampling of woody vegetation occurred in 32 one-hectare plots systematically placed at 500 m intervals. Above ground live biomass was estimated to be 146.51 Mg ha−1, with spatial interpolation calculating that there was 133,487 Mg of AGLB (> 1 cm DBH) within Karawatha Forest Park. Time and effort could be saved by not measuring trees  1 cm) would be lost. Despite relatively low variation in AGLB among plots, bootstrapping indicated that at least 15 PPBio (Program for Planned Biodiversity and Ecosystem Research) plots are needed to precisely estimate AGLB within Karawatha Forest Park. Topography and soil chemistry performed poorly at explaining AGLB, and it is likely that past and present human activities (e.g. logging and arson) play a role in influencing AGLB at Karawatha Forest Park. This study identifies the importance of independent replication to capture variation in AGLB for carbon storage estimation, and the power of systematic sampling within sites for mapping carbon stocks at meso and larger scales.

[1]  C. Macfarlane,et al.  Impacts of increased fire frequency and aridity on eucalypt forest structure, biomass and composition in southwest Australia , 2009 .

[2]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[3]  R. Fensham,et al.  Modelling trends in woody vegetation structure in semi-arid Australia as determined from aerial photography. , 2003, Journal of environmental management.

[4]  G. Wardell-Johnson,et al.  Fire frequency and time‐since‐fire effects on the open‐forest and woodland flora of Girraween National Park, south‐east Queensland, Australia , 2004 .

[5]  W. Westman,et al.  Biomass and structure of a subtropical eucalypt forest, North Stradbroke Island , 1977 .

[6]  W. Magnusson,et al.  Influence of soil, topography and substrates on differences in wood decomposition between one-hectare plots in lowland tropical moist forest in Central Amazonia , 2009, Journal of Tropical Ecology.

[7]  R. Bell,et al.  Estimating nutrient budgets for prescribed thinning in a regrowth eucalyptus forest in south-west Australia , 2012 .

[8]  T. Pinckney,et al.  Smallholder Wood Production and Population Pressure in East Africa: Evidence of an Environmental Kuznets Curve? , 1995 .

[9]  O. Campoe,et al.  Assessing the above-ground biomass of a complex tropical rainforest using a canopy crane , 2007 .

[10]  Jean-Marc Hero,et al.  Long-term ecological research in Australia: innovative approaches for future benefits , 2010 .

[11]  Lindsay B. Hutley,et al.  Composition, leaf area index and standing biomass of eucalypt open forests near Darwin in the Northern Territory, Australia , 2000 .

[12]  Beverley Henry,et al.  Growth and carbon stock change in eucalypt woodlands in northeast Australia: ecological and greenhouse sink implications , 2002 .

[13]  Raymond L. Lindeman The trophic-dynamic aspect of ecology , 1942 .

[14]  Guillaume Cornu,et al.  Environmental filtering of dense‐wooded species controls above‐ground biomass stored in African moist forests , 2011 .

[15]  C. Ryan,et al.  How does fire intensity and frequency affect miombo woodland tree populations and biomass? , 2011, Ecological applications : a publication of the Ecological Society of America.

[16]  J. Chave,et al.  Structure and Biomass of Four Lowland Neotropical Forests , 2004 .

[17]  David B. Clark,et al.  Landscape-scale variation in forest structure and biomass in a tropical rain forest , 2000 .

[18]  R. Fensham,et al.  Potential aboveground biomass in drought-prone forest used for rangeland pastoralism. , 2012, Ecological applications : a publication of the Ecological Society of America.

[19]  P. Furley,et al.  Tropical savannas: Biomass, plant ecology, and the role of fire and soil on vegetation , 2010 .

[20]  W. Wright,et al.  ‘Ecologically complex carbon’– linking biodiversity values, carbon storage and habitat structure in some austral temperate forests , 2011 .

[21]  David R. Anderson,et al.  Model selection and multimodel inference : a practical information-theoretic approach , 2003 .

[22]  R. Benyon,et al.  On spatial variability of above-ground forest biomass , 1996 .

[23]  Michael R. Ngugi,et al.  Restoration of ecosystems for biodiversity and carbon sequestration: Simulating growth dynamics of brigalow vegetation communities in Australia , 2011 .

[24]  W. Laurance,et al.  BIOMASS DYNAMICS IN AMAZONIAN FOREST FRAGMENTS , 2004 .

[25]  J. Slik,et al.  Soil nutrients affect spatial patterns of aboveground biomass and emergent tree density in southwestern Borneo , 2008, Oecologia.

[26]  S. Polasky,et al.  Land Clearing and the Biofuel Carbon Debt , 2008, Science.

[27]  D. Botkin,et al.  Validation of a multispecies forest dynamics model using 50-year growth from Eucalyptus forests in eastern Australia , 2011 .

[28]  D. Barrett,et al.  Quantifying uncertainty in estimates of C emissions from above‐ground biomass due to historic land‐use change to cropping in Australia , 2001 .

[29]  C. Krebs Ecology: The Experimental Analysis of Distribution and Abundance , 1973 .

[30]  Y. Kalra,et al.  METHODS MANUAL FOR FOREST SOIL AND PLANT ANALYSIS , 1991 .

[31]  Phillips,et al.  Changes in the carbon balance of tropical forests: evidence from long-term plots , 1998, Science.

[32]  H. Muller‐Landau,et al.  Dissecting biomass dynamics in a large Amazonian forest plot , 2009, Journal of Tropical Ecology.

[33]  P. Clarke,et al.  Effect of fire regime on plant abundance in a tropical eucalypt savanna of north-eastern Australia , 2003 .

[34]  Sandra A. Brown,et al.  Aboveground biomass distribution of US eastern hardwood forests and the use of large trees as an indicator of forest development , 1997 .

[35]  S. Lavorel,et al.  Eucalyptus recruitment in degraded woodlands: no benefit from elevated soil fertility , 2010, Plant Ecology.

[36]  D. H. Ashton Phosphorus in Forest Ecosystems at Beenak, Victoria , 1976 .

[37]  R. Dunn,et al.  Two‐Dimensional Systematic Sampling of Land Use , 1993 .

[38]  Marie-Josée Fortin,et al.  Spatial autocorrelation and sampling design in plant ecology , 1989, Vegetatio.

[39]  C. Dickman,et al.  The diet of the re-introduced greater bilby Macrotis lagotis in the mallee woodlands of western New South Wales , 2009 .

[40]  M. Cropper,et al.  The Interaction of Population Growth and Environmental Quality , 1994 .

[41]  J. Chambers,et al.  Relationship between soils and Amazon forest biomass: a landscape-scale study , 1999 .

[42]  F. Ximenes,et al.  Total above-ground biomass and biomass in commercial logs following the harvest of spotted gum (Corymbia maculata) forests of SE NSW , 2006 .

[43]  J. Terborgh,et al.  The regional variation of aboveground live biomass in old‐growth Amazonian forests , 2006 .

[44]  M. Lawes,et al.  Comparing above-ground biomass among forest types in the Wet Tropics: Small stems and plantation types matter in carbon accounting , 2012 .

[45]  H. Keith,et al.  Dynamics of carbon exchange in a Eucalyptus forest in response to interacting disturbance factors , 2012 .

[46]  Richard J. Williams,et al.  Fires in Australia’s tropical savannas: Interactions with biodiversity, global warming, and exotic biota , 2009 .

[47]  D. Flinn,et al.  Above-ground Biomass of a Mixed Eucalypt Forest in Eastern Victoria , 1979 .

[48]  W. Laurance Why Australian tropical scientists should become international leaders , 2007 .

[49]  S. Bray,et al.  Patterns of Below- and Aboveground Biomass in Eucalyptus populnea Woodland Communities of Northeast Australia along a Rainfall Gradient , 2006, Ecosystems.

[50]  Hsiang-Hua Wang,et al.  Topographic and biotic regulation of aboveground carbon storage in subtropical broad-leaved forests of Taiwan , 2011 .

[51]  F. Luizão,et al.  RAPELD: A MODIFICATION OF THE GENTRY METHOD FOR BIODIVERSITY SURVEYS IN LONG-TERM ECOLOGICAL RESEARCH SITES. , 2005 .

[52]  S. Hubbell,et al.  Spatial and temporal variation of biomass in a tropical forest: results from a large census plot in Panama , 2003 .

[53]  H. Possingham,et al.  Habitat structure is more important than vegetation composition for local‐level management of native terrestrial reptile and small mammal species living in urban remnants: A case study from Brisbane, Australia , 2007, Austral ecology.

[54]  H. Kieth,et al.  Review of allometric relationships for estimating woody biomass for New South Wales, the Australian Capital Territory, Victoria, Tasmania and South Australia , 1999 .

[55]  F. Luizão,et al.  Short‐Term Temporal Changes in Tree Live Biomass in a Central Amazonian Forest, Brazil , 2010 .

[56]  J. J. Rochow Estimates of Above-Ground Biomass and Primary Productivity in a Missouri Forest , 1974 .

[57]  José Laurindo Campos dos Santos,et al.  Biodiversity and Integrated Environmental Monitoring , 2013 .

[58]  Lindsay B. Hutley,et al.  Allometry for estimating aboveground tree biomass in tropical and subtropical eucalypt woodlands: towards general predictive equations , 2005 .

[59]  N. Higuchi,et al.  Variation in aboveground tree live biomass in a central Amazonian Forest: Effects of soil and topography , 2006 .