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Falster D, Gallagher R, Wenk EH, Wright IJ, Indiarto D, Andrew SC, Baxter C, Lawson J, Allen S, Fuchs A, Monro A, Kar F, Adams MA, Ahrens CW, Alfonzetti M, Angevin T, Apgaua DMG, Arndt S, Atkin OK, Atkinson J, Auld T, Baker A, von Balthazar M, Bean A, Blackman CJ, Bloomfield K, Bowman DMJS, Bragg J, Brodribb TJ, Buckton G, Burrows G, Caldwell E, Camac J, Carpenter R, Catford JA, Cawthray GR, Cernusak LA, Chandler G, Chapman AR, Cheal D, Cheesman AW, Chen SC, Choat B, Clinton B, Clode PL, Coleman H, Cornwell WK, Cosgrove M, Crisp M, Cross E, Crous KY, Cunningham S, Curran T, Curtis E, Daws MI, DeGabriel JL, Denton MD, Dong N, Du P, Duan H, Duncan DH, Duncan RP, Duretto M, Dwyer JM, Edwards C, Esperon-Rodriguez M, Evans JR, Everingham SE, Farrell C, Firn J, Fonseca CR, French BJ, Frood D, Funk JL, Geange SR, Ghannoum O, Gleason SM, Gosper CR, Gray E, Groom PK, Grootemaat S, Gross C, Guerin G, Guja L, Hahs AK, Harrison MT, Hayes PE, Henery M, Hochuli D, Howell J, Huang G, Hughes L, Huisman J, Ilic J, Jagdish A, Jin D, Jordan G, Jurado E, Kanowski J, Kasel S, Kellermann J, Kenny B, Kohout M, Kooyman RM, Kotowska MM, Lai HR, Laliberté E, Lambers H, Lamont BB, Lanfear R, van Langevelde F, Laughlin DC, Laugier-Kitchener BA, Laurance S, Lehmann CER, Leigh A, Leishman MR, Lenz T, Lepschi B, Lewis JD, Lim F, Liu U, Lord J, Lusk CH, Macinnis-Ng C, McPherson H, Magallón S, Manea A, López-Martinez A, Mayfield M, McCarthy JK, Meers T, van der Merwe M, Metcalfe DJ, Milberg P, Mokany K, Moles AT, Moore BD, Moore N, Morgan JW, Morris W, Muir A, Munroe S, Nicholson Á, Nicolle D, Nicotra AB, Niinemets Ü, North T, O'Reilly-Nugent A, O'Sullivan OS, Oberle B, Onoda Y, Ooi MKJ, Osborne CP, Paczkowska G, Pekin B, Guilherme Pereira C, Pickering C, Pickup M, Pollock LJ, Poot P, Powell JR, Power SA, Prentice IC, Prior L, Prober SM, Read J, Reynolds V, Richards AE, Richardson B, Roderick ML, Rosell JA, Rossetto M, Rye B, Rymer PD, Sams MA, Sanson G, Sauquet H, Schmidt S, Schönenberger J, Schulze ED, Sendall K, Sinclair S, Smith B, Smith R, Soper F, Sparrow B, Standish RJ, Staples TL, Stephens R, Szota C, Taseski G, Tasker E, Thomas F, Tissue DT, Tjoelker MG, Tng DYP, de Tombeur F, Tomlinson K, Turner NC, Veneklaas EJ, Venn S, Vesk P, Vlasveld C, Vorontsova MS, Warren CA, Warwick N, Weerasinghe LK, Wells J, Westoby M, White M, Williams NSG, Wills J, Wilson PG, Yates C, Zanne AE, Zemunik G, Ziemińska K. AusTraits, a curated plant trait database for the Australian flora. Sci Data 2021; 8:254. [PMID: 34593819 PMCID: PMC8484355 DOI: 10.1038/s41597-021-01006-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 08/05/2021] [Indexed: 02/08/2023] Open
Abstract
We introduce the AusTraits database - a compilation of values of plant traits for taxa in the Australian flora (hereafter AusTraits). AusTraits synthesises data on 448 traits across 28,640 taxa from field campaigns, published literature, taxonomic monographs, and individual taxon descriptions. Traits vary in scope from physiological measures of performance (e.g. photosynthetic gas exchange, water-use efficiency) to morphological attributes (e.g. leaf area, seed mass, plant height) which link to aspects of ecological variation. AusTraits contains curated and harmonised individual- and species-level measurements coupled to, where available, contextual information on site properties and experimental conditions. This article provides information on version 3.0.2 of AusTraits which contains data for 997,808 trait-by-taxon combinations. We envision AusTraits as an ongoing collaborative initiative for easily archiving and sharing trait data, which also provides a template for other national or regional initiatives globally to fill persistent gaps in trait knowledge.
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Affiliation(s)
- Daniel Falster
- Evolution & Ecology Research Centre, School of Biological, Earth, and Environmental Sciences, UNSW Sydney, Sydney, Australia.
| | - Rachael Gallagher
- Department of Biological Sciences, Macquarie University, Sydney, Australia
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | - Elizabeth H Wenk
- Evolution & Ecology Research Centre, School of Biological, Earth, and Environmental Sciences, UNSW Sydney, Sydney, Australia
| | - Ian J Wright
- Department of Biological Sciences, Macquarie University, Sydney, Australia
| | - Dony Indiarto
- Evolution & Ecology Research Centre, School of Biological, Earth, and Environmental Sciences, UNSW Sydney, Sydney, Australia
| | | | - Caitlan Baxter
- Evolution & Ecology Research Centre, School of Biological, Earth, and Environmental Sciences, UNSW Sydney, Sydney, Australia
| | - James Lawson
- NSW Department of Primary Industries, Orange, Australia
| | - Stuart Allen
- Department of Biological Sciences, Macquarie University, Sydney, Australia
| | - Anne Fuchs
- Centre for Australian National Biodiversity Research (a joint venture between Parks Australia and CSIRO), Canberra, ACT, Australia
| | - Anna Monro
- Centre for Australian National Biodiversity Research (a joint venture between Parks Australia and CSIRO), Canberra, ACT, Australia
| | - Fonti Kar
- Evolution & Ecology Research Centre, School of Biological, Earth, and Environmental Sciences, UNSW Sydney, Sydney, Australia
| | - Mark A Adams
- Swinburne University of Technology, Hawthorn, Australia
| | - Collin W Ahrens
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | - Matthew Alfonzetti
- Department of Biological Sciences, Macquarie University, Sydney, Australia
| | | | - Deborah M G Apgaua
- Centre for Rainforest Studies, School for Field Studies, Yungaburra, Queensland, 4872, Australia
| | | | - Owen K Atkin
- The Australian National University, Canberra, Australia
| | - Joe Atkinson
- Evolution & Ecology Research Centre, School of Biological, Earth, and Environmental Sciences, UNSW Sydney, Sydney, Australia
| | - Tony Auld
- NSW Department of Planning Industry and Environment, Parramatta, Australia
| | | | - Maria von Balthazar
- Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
| | | | | | | | | | - Jason Bragg
- Research Centre for Ecosystem Resilience, Australian Institute of Botanical Science, Royal Botanic Gardens and Domain Trust, Sydney, Australia
| | | | | | | | | | - James Camac
- Centre of Excellence for Biosecurity Risk Analysis, The University of Melbourne, Melbourne, Australia
| | | | | | | | - Lucas A Cernusak
- College of Science and Engineering, James Cook University, Cairns, QLD, Australia
| | | | - Alex R Chapman
- Western Australian Herbarium, Keiran McNamara Conservation Science Centre, Department of Biodiversity, Conservation and Attractions, Western Australia, Kensington, Australia
| | - David Cheal
- Centre for Environmental Management, School of Health & Life Sciences, Federation University, Mount Helen, Australia
| | | | - Si-Chong Chen
- Royal Botanic Gardens, Richmond, Kew, United Kingdom
| | - Brendan Choat
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | - Brook Clinton
- Centre for Australian National Biodiversity Research (a joint venture between Parks Australia and CSIRO), Canberra, ACT, Australia
| | - Peta L Clode
- University of Western Australia, Crawley, Australia
| | - Helen Coleman
- Western Australian Herbarium, Keiran McNamara Conservation Science Centre, Department of Biodiversity, Conservation and Attractions, Western Australia, Kensington, Australia
| | - William K Cornwell
- Evolution & Ecology Research Centre, School of Biological, Earth, and Environmental Sciences, UNSW Sydney, Sydney, Australia
| | | | - Michael Crisp
- The Australian National University, Canberra, Australia
| | - Erika Cross
- Charles Sturt University, Bathurst, Australia
| | - Kristine Y Crous
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | - Saul Cunningham
- Fenner School of Environment and Society, The Australian National University, Canberra, Australia
| | | | - Ellen Curtis
- University of Technology Sydney, Sydney, Australia
| | - Matthew I Daws
- Environment Department, Alcoa of Australia, Huntly, Western Australia, Australia
| | - Jane L DeGabriel
- School of Marine and Tropical Biology, James Cook University, Douglas, Australia
| | - Matthew D Denton
- School of Agriculture, Food and Wine, University of Adelaide, Adelaide, Australia
| | - Ning Dong
- Department of Biological Sciences, Macquarie University, Sydney, Australia
| | | | - Honglang Duan
- Institute for Forest Resources & Environment of Guizhou, Guizhou University, Guiyang, China
| | | | - Richard P Duncan
- Institute for Applied Ecology, University of Canberra, ACT, 2617, Canberra, Australia
| | - Marco Duretto
- National Herbarium of New South Wales, Australian Institute of Botanical Science, Royal Botanic Gardens and Domain Trust, Sydney, Australia
| | - John M Dwyer
- School of Biological Sciences, The University of Queensland, St Lucia, Australia
| | | | | | - John R Evans
- The Australian National University, Canberra, Australia
| | - Susan E Everingham
- Evolution & Ecology Research Centre, School of Biological, Earth, and Environmental Sciences, UNSW Sydney, Sydney, Australia
| | | | - Jennifer Firn
- Queensland University of Technology, Brisbane, Australia
| | - Carlos Roberto Fonseca
- Departamento de Ecologia, Universidade Federal do Rio Grande do Norte, Natal, Natal - RN, Brazil
| | | | - Doug Frood
- Pathways Bushland and Environment Consultancy, Sydney, Australia
| | - Jennifer L Funk
- Department of Plant Sciences, University of California, Davis, USA
| | | | - Oula Ghannoum
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | | | - Carl R Gosper
- Biodiversity and Conservation Science, Department of Biodiversity, Conservation and Attractions, Kensington, WA, Australia
| | - Emma Gray
- Department of Biological Sciences, Macquarie University, Sydney, Australia
| | | | - Saskia Grootemaat
- Evolution & Ecology Research Centre, School of Biological, Earth, and Environmental Sciences, UNSW Sydney, Sydney, Australia
| | | | - Greg Guerin
- Terrestrial Ecosystem Research Network, The School of Biological Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia
| | - Lydia Guja
- Centre for Australian National Biodiversity Research (a joint venture between Parks Australia and CSIRO), Canberra, ACT, Australia
| | - Amy K Hahs
- School of Ecosystem and Forest Sciences, The University of Melbourne, Melbourne, Australia
| | | | | | - Martin Henery
- arks Australia, Department of Agriculture, Water and the Environment, Hobart, Australia
| | - Dieter Hochuli
- School of Life and Environmental Sciences, The University of Sydney, Camperdown, Australia
| | | | - Guomin Huang
- Nanchang Institute of Technology, Nanchang, China
| | - Lesley Hughes
- Department of Biological Sciences, Macquarie University, Sydney, Australia
| | - John Huisman
- Western Australian Herbarium, Biodiversity and Conservation Science, Department of Biodiversity, Conservation and Attractions, Kensington, Western Australia, Australia
| | | | - Ashika Jagdish
- Evolution & Ecology Research Centre, School of Biological, Earth, and Environmental Sciences, UNSW Sydney, Sydney, Australia
| | - Daniel Jin
- School of Life and Environmental Sciences, The University of Sydney, Camperdown, Australia
| | | | - Enrique Jurado
- Universidad Autonoma de Nuevo Leon, San Nicolás de los Garza, Mexico
| | | | | | - Jürgen Kellermann
- State Herbarium of South Australia, Botanic Gardens and State Herbarium, Hackney Road, Adelaide, SA, 5000, Australia
| | | | - Michele Kohout
- Department of Environment, Land, Water and Planning, Victoria, Australia
| | - Robert M Kooyman
- Department of Biological Sciences, Macquarie University, Sydney, Australia
| | - Martyna M Kotowska
- Department of Plant Ecology and Ecosystems Research, University of Goettingen, Göttingen, Germany
| | - Hao Ran Lai
- University of Canterbury, Christchurch, New Zealand
| | - Etienne Laliberté
- Institut de recherche en biologie végétale, Université de Montréal, 4101 Sherbrooke Est, Montréal, H1X 2B2, Canada
| | - Hans Lambers
- University of Western Australia, Crawley, Australia
| | | | - Robert Lanfear
- Ecology and Evolution, Research School of Biology, Australian National University, Canberra, Australia
| | - Frank van Langevelde
- Wildlife Ecology & Conservation Group, Wageningen University, Wageningen, The Netherlands
| | - Daniel C Laughlin
- Department of Botany, University of Wyoming, Laramie, WY, 82071, USA
| | | | | | | | - Andrea Leigh
- University of Technology Sydney, Sydney, Australia
| | | | - Tanja Lenz
- Department of Biological Sciences, Macquarie University, Sydney, Australia
| | - Brendan Lepschi
- Centre for Australian National Biodiversity Research (a joint venture between Parks Australia and CSIRO), Canberra, ACT, Australia
| | | | - Felix Lim
- AMAP (Botanique et Modélisation de l'Architecture des Plantes et des Végétations), Université de Montpellier, CIRAD, CNRS, INRA, IRD, Montpellier, France
| | | | | | - Christopher H Lusk
- Environmental Research Institute, University of Waikato, Hamilton, New Zealand
| | | | - Hannah McPherson
- National Herbarium of New South Wales, Australian Institute of Botanical Science, Royal Botanic Gardens and Domain Trust, Sydney, Australia
| | - Susana Magallón
- Laboratorio Nacional de Ciencias de la Sostenibilidad, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Anthony Manea
- Department of Biological Sciences, Macquarie University, Sydney, Australia
| | - Andrea López-Martinez
- Laboratorio Nacional de Ciencias de la Sostenibilidad, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Margaret Mayfield
- School of Biological Sciences, The University of Queensland, St Lucia, Australia
| | | | | | - Marlien van der Merwe
- Research Centre for Ecosystem Resilience, Australian Institute of Botanical Science, Royal Botanic Gardens and Domain Trust, Sydney, Australia
| | | | | | | | - Angela T Moles
- Evolution & Ecology Research Centre, School of Biological, Earth, and Environmental Sciences, UNSW Sydney, Sydney, Australia
| | - Ben D Moore
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | | | | | | | - Annette Muir
- Department of Environment, Land, Water and Planning, Victoria, Australia
| | - Samantha Munroe
- Terrestrial Ecosystem Research Network, The School of Biological Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia
| | | | - Dean Nicolle
- Currency Creek Arboretum, Currency Creek, Australia
| | | | - Ülo Niinemets
- Estonian University of Life Sciences, Tartu, Estonia
| | - Tom North
- Centre for Australian National Biodiversity Research (a joint venture between Parks Australia and CSIRO), Canberra, ACT, Australia
| | | | | | - Brad Oberle
- Division of Natural Sciences, New College of Florida, Sarasota, USA
| | - Yusuke Onoda
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
| | - Mark K J Ooi
- Centre for Ecosystem Science, School of Biological, Earth, and Environmental Sciences, UNSW, Sydney, Australia
| | - Colin P Osborne
- University of Sheffield, Department of Animal and Plant Sciences, Sheffield, United Kingdom
| | - Grazyna Paczkowska
- Western Australian Herbarium, Keiran McNamara Conservation Science Centre, Department of Biodiversity, Conservation and Attractions, Western Australia, Kensington, Australia
| | - Burak Pekin
- Istanbul Technical University, Eurasia Institute of Earth Sciences, Istanbul, Turkey
| | - Caio Guilherme Pereira
- Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, USA
| | | | | | | | - Pieter Poot
- College of Science and Engineering, James Cook University, Cairns, QLD, Australia
| | - Jeff R Powell
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | - Sally A Power
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | | | | | | | - Jennifer Read
- School of Biological Sciences, Monash University, Clayton, Australia
| | - Victoria Reynolds
- School of Biological Sciences, The University of Queensland, St Lucia, Australia
| | | | - Ben Richardson
- Western Australian Herbarium, Department of Biodiversity, Conservation and Attractions, Western Australia, Kensington, Australia
| | | | - Julieta A Rosell
- Laboratorio Nacional de Ciencias de la Sostenibilidad, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Maurizio Rossetto
- National Herbarium of New South Wales, Australian Institute of Botanical Science, Royal Botanic Gardens and Domain Trust, Sydney, Australia
| | - Barbara Rye
- Western Australian Herbarium, Department of Biodiversity, Conservation and Attractions, Western Australia, Kensington, Australia
| | - Paul D Rymer
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | - Michael A Sams
- School of Biological Sciences, The University of Queensland, St Lucia, Australia
| | - Gordon Sanson
- School of Biological Sciences, Monash University, Clayton, Australia
| | - Hervé Sauquet
- National Herbarium of New South Wales, Australian Institute of Botanical Science, Royal Botanic Gardens and Domain Trust, Sydney, Australia
| | - Susanne Schmidt
- School of Agriculture and Food Science, University of Queensland, St Lucia, Australia
| | - Jürg Schönenberger
- Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
| | | | - Kerrie Sendall
- Rider University, Lawrence Township, Lawrenceville, NJ, USA
| | - Steve Sinclair
- Department of Plant Ecology and Ecosystems Research, University of Goettingen, Göttingen, Germany
| | - Benjamin Smith
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | - Renee Smith
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | | | - Ben Sparrow
- Terrestrial Ecosystem Research Network, The School of Biological Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia
| | - Rachel J Standish
- Environmental and Conservation Sciences, Murdoch University, Murdoch, Australia
| | - Timothy L Staples
- School of Biological Sciences, The University of Queensland, St Lucia, Australia
| | - Ruby Stephens
- Department of Biological Sciences, Macquarie University, Sydney, Australia
| | | | - Guy Taseski
- Evolution & Ecology Research Centre, School of Biological, Earth, and Environmental Sciences, UNSW Sydney, Sydney, Australia
| | - Elizabeth Tasker
- NSW Department of Planning Industry and Environment, Parramatta, Australia
| | | | - David T Tissue
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | - Mark G Tjoelker
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, Australia
| | - David Yue Phin Tng
- Centre for Rainforest Studies, School for Field Studies, Yungaburra, Queensland, 4872, Australia
| | - Félix de Tombeur
- TERRA Teaching and Research Centre, Gembloux Agro-Bio Tech, University of Liege, Gembloux, Belgium
| | | | | | | | - Susanna Venn
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Burwood, Australia
| | - Peter Vesk
- University of Melbourne, Melbourne, Australia
| | - Carolyn Vlasveld
- School of Biological Sciences, Monash University, Clayton, Australia
| | | | - Charles A Warren
- School of Life and Environmental Sciences, The University of Sydney, Camperdown, Australia
| | | | | | - Jessie Wells
- School of Biological Sciences, The University of Queensland, St Lucia, Australia
| | - Mark Westoby
- Department of Biological Sciences, Macquarie University, Sydney, Australia
| | - Matthew White
- Department of Environment, Land, Water and Planning, Victoria, Australia
| | | | - Jarrah Wills
- School of Life and Environmental Sciences, The University of Sydney, Camperdown, Australia
| | - Peter G Wilson
- National Herbarium of NSW and Royal Botanic Gardens and Domain Trust, Sydney, Australia
| | - Colin Yates
- Biodiversity and Conservation Science, Department of Biodiversity, Conservation and Attractions, Kensington, WA, Australia
| | - Amy E Zanne
- Department of Biological Sciences, George Washington University, Washington, DC, 20052, USA
- Department of Biology, University of Miami, Coral Gables, Florida 33146 USA, George Washington University, Washington, DC, 20052, USA
| | | | - Kasia Ziemińska
- AMAP (Botanique et Modélisation de l'Architecture des Plantes et des Végétations), Université de Montpellier, CIRAD, CNRS, INRA, IRD, Montpellier, France
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Paul KI, Roxburgh SH, Chave J, England JR, Zerihun A, Specht A, Lewis T, Bennett LT, Baker TG, Adams MA, Huxtable D, Montagu KD, Falster DS, Feller M, Sochacki S, Ritson P, Bastin G, Bartle J, Wildy D, Hobbs T, Larmour J, Waterworth R, Stewart HTL, Jonson J, Forrester DI, Applegate G, Mendham D, Bradford M, O'Grady A, Green D, Sudmeyer R, Rance SJ, Turner J, Barton C, Wenk EH, Grove T, Attiwill PM, Pinkard E, Butler D, Brooksbank K, Spencer B, Snowdon P, O'Brien N, Battaglia M, Cameron DM, Hamilton S, McAuthur G, Sinclair J. Testing the generality of above-ground biomass allometry across plant functional types at the continent scale. Glob Chang Biol 2016; 22:2106-24. [PMID: 26683241 DOI: 10.1111/gcb.13201] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2015] [Accepted: 11/16/2015] [Indexed: 05/20/2023]
Abstract
Accurate ground-based estimation of the carbon stored in terrestrial ecosystems is critical to quantifying the global carbon budget. Allometric models provide cost-effective methods for biomass prediction. But do such models vary with ecoregion or plant functional type? We compiled 15 054 measurements of individual tree or shrub biomass from across Australia to examine the generality of allometric models for above-ground biomass prediction. This provided a robust case study because Australia includes ecoregions ranging from arid shrublands to tropical rainforests, and has a rich history of biomass research, particularly in planted forests. Regardless of ecoregion, for five broad categories of plant functional type (shrubs; multistemmed trees; trees of the genus Eucalyptus and closely related genera; other trees of high wood density; and other trees of low wood density), relationships between biomass and stem diameter were generic. Simple power-law models explained 84-95% of the variation in biomass, with little improvement in model performance when other plant variables (height, bole wood density), or site characteristics (climate, age, management) were included. Predictions of stand-based biomass from allometric models of varying levels of generalization (species-specific, plant functional type) were validated using whole-plot harvest data from 17 contrasting stands (range: 9-356 Mg ha(-1) ). Losses in efficiency of prediction were <1% if generalized models were used in place of species-specific models. Furthermore, application of generalized multispecies models did not introduce significant bias in biomass prediction in 92% of the 53 species tested. Further, overall efficiency of stand-level biomass prediction was 99%, with a mean absolute prediction error of only 13%. Hence, for cost-effective prediction of biomass across a wide range of stands, we recommend use of generic allometric models based on plant functional types. Development of new species-specific models is only warranted when gains in accuracy of stand-based predictions are relatively high (e.g. high-value monocultures).
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Affiliation(s)
- Keryn I Paul
- CSIRO Agriculture and CSIRO Land and Water, GPO Box 1700, Canberra, ACT, 2601, Australia
| | - Stephen H Roxburgh
- CSIRO Agriculture and CSIRO Land and Water, GPO Box 1700, Canberra, ACT, 2601, Australia
| | - Jerome Chave
- UMR 5174 Laboratoire Evolution et Diversité Biologique, CNRS & Université Paul Sabatier, Toulouse, 31062, France
| | - Jacqueline R England
- CSIRO Agriculture and CSIRO Land and Water, Private Bag 10, Clayton South, Vic, 3169, Australia
| | - Ayalsew Zerihun
- Centre for Crop and Disease Management, Department of Environment and Agriculture, Curtin University, Perth, WA, 6845, Australia
| | - Alison Specht
- School of Geography Planning and Environmental Management, University of Queensland, St Lucia, Qld, 4072, Australia
- CESAB, Fondation pour la Recherche sur la Biodiversité, Immeuble Henri Poincaré, 2ème étage Domaine du Petit Arbois, Avenue Louis Philibert, 13100, Aix-en-Provence, France
| | - Tom Lewis
- Department of Agriculture and Fisheries, University of the Sunshine Coast, Sippy Downs, Qld, 4556, Australia
| | - Lauren T Bennett
- School of Ecosystem and Forest Sciences, The University of Melbourne, 4 Water Street, Creswick, Vic, 3363, Australia
- School of Ecosystem and Forest Sciences, The University of Melbourne, 500 Yarra Boulevard, Richmond, Vic, 3121, Australia
| | - Thomas G Baker
- School of Ecosystem and Forest Sciences, The University of Melbourne, 4 Water Street, Creswick, Vic, 3363, Australia
- School of Ecosystem and Forest Sciences, The University of Melbourne, 500 Yarra Boulevard, Richmond, Vic, 3121, Australia
| | - Mark A Adams
- Centre for Carbon Water and Food, Faculty of Agriculture and Environment, University of Sydney, Werombi Road, Camden, NSW, Australia
| | - Dan Huxtable
- Equinox Environmental Pty Ltd., 6 Craigie Cres, Manning, WA, 6152, Australia
| | | | - Daniel S Falster
- Biological Sciences, Macquarie University, Sydney, NSW, 2109, Australia
| | - Mike Feller
- Department of Forest and Conservation Sciences, University of British Columbia, 3041-2424 Main Mall, Vancouver, BC, Canada, V6T 1Z4
| | - Stan Sochacki
- School of Environmental Science, Murdoch University, 90 South St, Murdoch, WA, 6150, Australia
| | - Peter Ritson
- FarmWoods, 3/104 South Street, Fremantle, WA, 6160, Australia
| | - Gary Bastin
- Department of Land Resource Management, PO Box 1120, Alice Springs, NT, 0871, Australia
| | - John Bartle
- Science Division, Department of Parks and Wildlife, Bentley Delivery Centre, Locked Bag 104, Perth, WA, 6983, Australia
| | - Dan Wildy
- Fares Rural Pty Ltd, PO Box 526, Wembley, WA, 6913, Australia
| | - Trevor Hobbs
- Department of Environment, Water and Natural Resources, GPO Box 1047, Adeliade, SA, 5001, Australia
| | - John Larmour
- CSIRO Agriculture and CSIRO Land and Water, GPO Box 1700, Canberra, ACT, 2601, Australia
| | - Rob Waterworth
- Mullion Group, 2a Fitzroy Rd, Forrest, ACT, 2603, Australia
| | - Hugh T L Stewart
- Hugh Stewart Consulting, 8 Upland Road, Strathmore, Vic., 3041, Australia
| | - Justin Jonson
- Threshold Environmental Pty Ltd, PO Box 1124, Albany, WA, 6331, Australia
- Centre of Excellence in Natural Resource Management, The University of Western Australia, 1 Foreshore House, Albany, WA, 6330, Australia
| | - David I Forrester
- Faculty of Environment and Natural Resources, Freiburg University, Tennenbacherstr. 4, 79108, Freiburg, Germany
| | | | - Daniel Mendham
- CSIRO Agriculture CSIRO Land and Water, Private Bag 12, Hobart, Tas, 7001, Australia
| | - Matt Bradford
- CSIRO Land and Water, PO Box 780, Atherton, Qld, 4883, Australia
| | - Anthony O'Grady
- CSIRO Agriculture CSIRO Land and Water, Private Bag 12, Hobart, Tas, 7001, Australia
| | | | - Rob Sudmeyer
- Department of Agriculture and Food, Western Australia, Private Mail Bag 50, Esperance, WA, 6450, Australia
| | - Stan J Rance
- CSIRO Land and Water, 4Private Bag 5, Wembley, WA, 6913, Australia
| | - John Turner
- Forsci Pty Ltd., Ste 4.05/ 32 Delhi Rd, North Ryde, NSW, 2113, Australia
| | - Craig Barton
- Hawkesbury Institute for the Environment, Western Sydney University, Locked Bag 1797, Penrith, 2751, NSW, Australia
| | - Elizabeth H Wenk
- Biological Sciences, Macquarie University, Sydney, NSW, 2109, Australia
| | - Tim Grove
- CSIRO Land and Water, 4Private Bag 5, Wembley, WA, 6913, Australia
| | - Peter M Attiwill
- School of Biological Sciences, The University of Melbourne, Melbourne, Vic., 3010, Australia
| | - Elizabeth Pinkard
- CSIRO Agriculture CSIRO Land and Water, Private Bag 12, Hobart, Tas, 7001, Australia
| | - Don Butler
- Queensland Herbarium, Mt Coot-tha Road, Toowong, Qld, 4066, Australia
| | - Kim Brooksbank
- Department of Agriculture and Food, Western Australia (DAFWA), 444 Albany Hwy, Albany, WA, 6330, Australia
| | - Beren Spencer
- Science Division, Department of Parks and Wildlife, Bentley Delivery Centre, Locked Bag 104, Perth, WA, 6983, Australia
| | - Peter Snowdon
- CSIRO Agriculture and CSIRO Land and Water, GPO Box 1700, Canberra, ACT, 2601, Australia
| | - Nick O'Brien
- New Forests Asset Management Pty Ltd., PO Box 434, North Sydney, NSW, 2059, Australia
| | - Michael Battaglia
- CSIRO Agriculture CSIRO Land and Water, Private Bag 12, Hobart, Tas, 7001, Australia
| | - David M Cameron
- School of Environment, Science and Engineering, Southern Cross University, PO Box 157, Lismore, NSW, 2480, Australia
| | - Steve Hamilton
- Hamilton Environmental Services, 2345 Benalla-Tatong Road, Tatong, Vic., 3673, Australia
| | - Geoff McAuthur
- AusCarbon Pty Ltd., PO Box 395, Nedlands, WA, 6909, Australia
| | - Jenny Sinclair
- Green Collar Group, Level 1, 37 George St, Sydney, NSW, 2000, Australia
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