Broad scale mapping of vegetation cover across Australia from rainfall and temperature data

Article


Pudmenzky, Christa, King, Rachel and Butler, Harry. 2015. "Broad scale mapping of vegetation cover across Australia from rainfall and temperature data." Journal of Arid Environments. 120, pp. 55-62. https://doi.org/10.1016/j.jaridenv.2015.04.010
Article Title

Broad scale mapping of vegetation cover across Australia from rainfall and temperature data

ERA Journal ID3268
Article CategoryArticle
AuthorsPudmenzky, Christa (Author), King, Rachel (Author) and Butler, Harry (Author)
Journal TitleJournal of Arid Environments
Journal Citation120, pp. 55-62
Number of Pages8
Year2015
Place of PublicationLondon, United Kingdom
ISSN0140-1963
1095-922X
Digital Object Identifier (DOI)https://doi.org/10.1016/j.jaridenv.2015.04.010
Web Address (URL)http://authors.elsevier.com/a/1Qv9K_3C0p9yj1
Abstract

Broad-scale estimation of spatial changes in vegetation cover is of value in many areas of research and land-use management. There is currently no simple method available to estimate vegetation cover at the broad scale (above the level of individual vegetation-type mapping or modelling) that does not rely, at least in part, on remote sensing data. This means that for periods where this data is unavailable (pre 1980 and future forecasting) estimates of vegetation cover are also unavailable. De Martonne's simple Aridity Index (AI) requires only rainfall and temperature data however it is not widely applicable and regularly fails in arid and semi-arid regions. The Climate Aridity Vegetation Index (CAVI) has been developed in an attempt to overcome this limitation while retaining simplicity in the data required and in the calculation. The CAVI is based on readily available rainfall and temperature data and has been applied and tested across 12 years of monthly data across Australia. The CAVI estimates have then been validated by comparing them to the corresponding fractional cover satellite data. Performance is discussed in the context of using vegetation cover estimates in wind erosion research. The results were particularly encouraging in arid to semi-arid regions and can potentially be used as a surrogate for historical broad scale vegetation cover and possibly future projections.

Keywordsclimate variability; vegetation cover; arid and semi-aridmodelling; rainfall; temperature
ANZSRC Field of Research 2020410406. Natural resource management
370202. Climatology
410404. Environmental management
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Byline AffiliationsInternational Centre for Applied Climate Science
School of Agricultural, Computational and Environmental Sciences
Institution of OriginUniversity of Southern Queensland
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Ashcroft, Linden, Allan, Rob, Bridgman, Howard, Gergis, Joelle, Pudmenzky, Christa and Thornton, Ken. 2016. "Current climate data rescue activities in Australia." Advances in Atmospheric Sciences. 33 (12), pp. 1323-1324. https://doi.org/10.1007/s00376-016-6189-5
Solar ultraviolet attenuation during the Australian (Red Dawn) dust event of 23 September 2009
Downs, Nathan, Butler, Harry and Parisi, Alfio. 2016. "Solar ultraviolet attenuation during the Australian (Red Dawn) dust event of 23 September 2009." Bulletin of the American Meteorological Society. 97 (11), pp. 2039-2050. https://doi.org/10.1175/BAMS-D-15-00053.1
A tribute to Michael R. Raupach for contributions to aeolian fluid dynamics
Shao, Yaping, Nickling, William, Berametti, Gilles, Butler, Harry, Chappell, Adrian, Findlater, Paul, Gillies, John, Ishizuka, Masahide, Klose, Martina, Fok, Jasper F., Leys, John, Lu, Hua, Marticorena, Beatrice, McTainsh, Grant, McKenna-Neumann, Cheryl, Okin, Gregory S., Strong, Craig and Webb, Nicholas. 2015. "A tribute to Michael R. Raupach for contributions to aeolian fluid dynamics." Aeolian Research. 19 (Part A), pp. 37-54. https://doi.org/10.1016/j.aeolia.2015.09.004
Trade-off between Type I error and power: a requirement of robust technique for analysing ordinal outcomes
Biswas, Raaj, King, Rachel and Kabir, Enamul. 2016. "Trade-off between Type I error and power: a requirement of robust technique for analysing ordinal outcomes." Australian Statistical Conference 2016. Canberra, Australia 05 - 09 Dec 2016 Australia.
Weather Detective: An Australian citizen science project
Pudmenzky, Christa. 2017. "Weather Detective: An Australian citizen science project." AMOS/MSNZ Conference and ANZ Climate Forum 2017. Canberra, Australia 07 - 10 Feb 2017
Development and testing of a micro wind tunnel for on-site wind erosion simulations
Strong, Craig L., Leys, John F., Raupach, Mike R., Bullard, Joanna E., Aubault, Helene A., Butler, Harry J. and McTainsh, Grant H.. 2016. "Development and testing of a micro wind tunnel for on-site wind erosion simulations." Environmental Fluid Mechanics. 16 (5), pp. 1065-1083. https://doi.org/10.1007/s10652-016-9478-8
Australia's capacity to monitor wind erosion: final synthesis report for projects: Wind erosion extent and severity maps for Australia (WEESMap) Project A0000007341; Community DustWatch Expansion Project (CDW) Project A0000007342g; Wind Erosion Information for Regional Monitoring Project A0000007131g
Leys, John, Butler, Harry, Strong, Craig and McTainsh, Grant. 2013. Australia's capacity to monitor wind erosion: final synthesis report for projects: Wind erosion extent and severity maps for Australia (WEESMap) Project A0000007341; Community DustWatch Expansion Project (CDW) Project A0000007342g; Wind Erosion Information for Regional Monitoring Project A0000007131g. Sydney, Australia. NSW Department of Environment and Heritage.
Wind erosion information for regional monitoring (WEIRM)
McTainsh, G. H., Strong, C. L., O'Loingsigh, Tadhg, Leys, John, Butler, Harry, Baker, M., Aubault, Helene and Barton, Kyle. 2013. Wind erosion information for regional monitoring (WEIRM). Brisbane, Australia. Griffith University.
Retrieving land surface aerodynamic properties using MODIS Albedo
Chappell, A., Guerschman, J. P., Leys, J., Handcock, R., Thomas, D., Mata, G., Butler, H. and Webb, N. P.. 2014. "Retrieving land surface aerodynamic properties using MODIS Albedo." Dong, Zhibao (ed.) 8th International Conference on Aeolian Research (ICAR 2014). Lanzhou, China 21 - 25 Jul 2014 Lubbock, TX. United States.
Relevance of convective turbulent dust emission (CTDE) in the Earth system
Klose, Martina, Shao, Yaping, Butler, Harry and Leys, John. 2015. "Relevance of convective turbulent dust emission (CTDE) in the Earth system." European Geosciences Union General Assembly 2015. Vienna, Austria 12 - 17 Apr 2015 Germany.
Current practice in academic workload allocation processes in Australia
Watson, Richard, King, Rachel, Dekeyser, Stijn, Bare, Liz and Baldock, Clive. 2015. "Current practice in academic workload allocation processes in Australia." Dobson, Ian R. and Sharma, Raj (ed.) Tertiary Education and Management Conference 2015: Leading Locally Competing Globally (TEMC 2015). Wollongong, Australia 30 Aug - 02 Sep 2015 Australia.
Tasman Sea biological response to dust storm events during the austral spring of 2009
Gabric, A. J., Cropp, R., McTainsh, G., Butler, H., Johnson, B. M., O'Loingsigh, T. and van Tran, Dien. 2016. "Tasman Sea biological response to dust storm events during the austral spring of 2009." Marine and Freshwater Research. 67 (8), pp. 1090-1102. https://doi.org/10.1071/MF14321
Solar radiation and the UV index: an application of numerical integration, trigonometric functions, online education and the modelling process
Downs, Nathan, Parisi, Alfio, Galligan, Linda, Turner, Joanna, Amar, Abdurazaq, King, Rachel, Ultra, Filipina and Butler, Harry. 2016. "Solar radiation and the UV index: an application of numerical integration, trigonometric functions, online education and the modelling process." International Journal of Research in Education and Science. 2 (1), pp. 179-189.
Phytoplankton response to an intense dust storm in the Tasman Sea in September-October, 2009
Gabric, Albert, Cropp, Roger, McTainsh, Grant, Butler, Harry, Johnston, Barbara, O'Loingsigh, Tadhg and van Tran, Dien. 2014. "Phytoplankton response to an intense dust storm in the Tasman Sea in September-October, 2009." Chen, Luonan, Zhang, Xiang-Sun, Wu, Ling-Yun and Wang, Yong (ed.) 8th International Conference on Systems Biology (ISB 2014) and the 4th Translational Bioinformatics Conference. Qingdao, China 24 - 27 Oct 2014 Piscataway, NJ. United States.
Minimum exposure limits and measured relationships between the vitamin D, erythema and International Commission on Non-Ionizing Radiation Protection solar ultraviolet
Downs, Nathan, Parisi, Alfio, Butler, Harry, Turner, Joanna and Wainwright, Lisa. 2015. "Minimum exposure limits and measured relationships between the vitamin D, erythema and International Commission on Non-Ionizing Radiation Protection solar ultraviolet." Photochemistry and Photobiology. 91 (2), pp. 438-449. https://doi.org/10.1111/php.12394
Sensitivity of aeolian modelling to soil particle size data
Shao, Yaping, Klose, Martina, McTainsh, Grant, Strong, Craig and Butler, Harry. 2014. "Sensitivity of aeolian modelling to soil particle size data." Dong, Zhibao (ed.) 8th International Conference on Aeolian Research (ICAR 2014). Lanzhou, China 21 - 25 Jul 2014 Lubbock, TX. United States.
Applications program examples 2015
Pudmenzky, Christa and Stone, Roger. 2015. "Applications program examples 2015." 8th Atmospheric Circulation Reconstructions over the Earth Workshop (ACRE 2015). Santiago, Chile 12 - 14 Oct 2015 Chile.
Actinic exposure film dosimetry: indicators of occupational exposure risk for office workers and school teachers
Downs, N., Parisi, A., Igoe, D., Wainwright, L. and Butler, H.. 2013. "Actinic exposure film dosimetry: indicators of occupational exposure risk for office workers and school teachers." Byrne, Scott and Chen, Min (ed.) 6th Asia & Oceania Conference on Photobiology (AOCP 2013): Life on a Sun-Drenched Planet. Sydney, Australia 10 - 13 Nov 2013
Soil organic carbon dust emission: an omitted global source of atmospheric CO2
Chappell, Adrian, Webb, Nicholas P., Butler, Harry J., Strong, Craig L., McTainsh, Grant H., Leys, John F. and Viscarra Rossel, Raphael A.. 2013. "Soil organic carbon dust emission: an omitted global source of atmospheric CO2." Global Change Biology. 19 (10), pp. 3238-3244. https://doi.org/10.1111/gcb.12305
Outcrossing rates and reproductive success in xanthorrhoea johnsonii (xanthorrhoeaceae), in south east Queensland, Australia
Zalucki, Jacinta M., King, Rachel and Hughes, Jane M.. 2013. "Outcrossing rates and reproductive success in xanthorrhoea johnsonii (xanthorrhoeaceae), in south east Queensland, Australia." Biological Journal of the Linnean Society. 110 (2), pp. 335-345. https://doi.org/10.1111/bij.12135
El Nino-Southern oscillation influence on the dust storm activity in Australia: can the past provide an insight into the future?
Pudmenzky, Christa, Stone, Roger, Butler, Harry and Allan, Robert. 2011. "El Nino-Southern oscillation influence on the dust storm activity in Australia: can the past provide an insight into the future?" 4th Atmospheric Circulation Reconstructions over the Earth Workshop (ACRE 2011). De Bilt, The Netherlands 21 - 23 Sep 2011
Australian carbon dust emission: a carbon accounting omission?
Chappell, Adrian, Webb, Nicholas P., Butler, Harry, Strong, Craig, McTainsh, Grant and Leys, John. 2012. "Australian carbon dust emission: a carbon accounting omission?" Burkitt, Lucy and Sparrow, leigh (ed.) 5th Joint Australian and New Zealand Soil Science Conference (SSA 2012): Soil Solutions for Diverse Landscapes. Hobart, Australia 02 - 07 Dec 2012 Melbourne, Australia.
In Queensland, what legislative changes or modifications need to be implemented in relation to light pollution problems for nesting sea turtles and hatchlings?
Pudmenzky, Christa. 2013. In Queensland, what legislative changes or modifications need to be implemented in relation to light pollution problems for nesting sea turtles and hatchlings? Christa Pudmenzky.
Aeolian abrasion and modes of fine particle production from natural red dune sands: an experimental study
Bullard, Joanna E., McTainsh, Grant H. and Pudmenzky, Christa. 2004. "Aeolian abrasion and modes of fine particle production from natural red dune sands: an experimental study." Sedimentology. 51 (5), pp. 1103-1125. https://doi.org/10.1111/j.1365-3091.2004.00662.x
Climate variability analysis for Diuron application
Mushtaq, Shahbaz, Stone, Roger, Marcussen, Torben, Pudmenzky, Christa and Maraseni, Tek. 2012. Climate variability analysis for Diuron application. Toowoomba, Australia. University of Southern Queensland.
Simulations of spatial variability in particle-size emissions during wind erosion events
Butler, Harry J., McTainsh, Grant H. and Hogarth, William L.. 2012. "Simulations of spatial variability in particle-size emissions during wind erosion events." Earth Surface Processes and Landforms. 37 (13), pp. 1362-1375. https://doi.org/10.1002/esp.3245
Supporting Decision-Making in the Sugar Cane Industry with Integrated Seasonal Climate Forecasting
Stone, Roger, Everingham, Yvette, Pudmenzky, Christa and Marcussen, Torben. 2013. "Supporting Decision-Making in the Sugar Cane Industry with Integrated Seasonal Climate Forecasting." Climate Adaptation 2013 (NCCARF 2013). Sydney, Australia 25 - 27 Jun 2013 Australia.
Links between climate variability, vegetation cover and dust storm frequency in Australia
Pudmenzky, Christa and Butler, Harry. 2013. "Links between climate variability, vegetation cover and dust storm frequency in Australia." Climate Adaptation 2013 (NCCARF 2013). Sydney, Australia 25 - 27 Jun 2013 Australia.
Potential inbreeding in a small population of a mass flowering species, Xanthorrhoea johnsonii (Xanthorrhoaceae): is your mother my father?
King, Rachel and Zalucki, Jacinta M.. 2012. "Potential inbreeding in a small population of a mass flowering species, Xanthorrhoea johnsonii (Xanthorrhoaceae): is your mother my father?" American Journal of Plant Sciences. 3 (3), pp. 303-312. https://doi.org/10.4236/ajps.2012.33036
A flexible, extensible online testing system for mathematics
Passmore, Tim, Brookshaw, Leigh and Butler, Harry. 2011. "A flexible, extensible online testing system for mathematics." Australasian Journal of Educational Technology. 27 (6), pp. 896-906. https://doi.org/10.14742/ajet.919
El Nino-Southern oscillation influence on the dust storm activity in Australia: can the past provide an insight into the future?
Pudmenzky, Christa, Stone, Roger and Butler, Harry. 2011. "El Nino-Southern oscillation influence on the dust storm activity in Australia: can the past provide an insight into the future?" WCRP 2011: Climate Research in Service to Society. Denver, United States 24 - 28 Oct 2011 Geneva, Switzerland.
Clement Wragge’s ship logbook compilations
Pudmenzky, Christa. 2012. "Clement Wragge’s ship logbook compilations." 5th Atmospheric Circulation Reconstructions over the Earth Workshop (ACRE 2012). Toulouse, France 28 - 30 Nov 2012 France.
20CR and historical dust storms in Australia
Pudmenzky, Christa. 2012. "20CR and historical dust storms in Australia." 5th Atmospheric Circulation Reconstructions over the Earth Workshop (ACRE 2012). Toulouse, France 28 - 30 Nov 2012 France.
A source-based model for describing dust concentrations during wind erosion events: an initial study
Butler, H. J., Hogarth, W. L. and McTainsh, G. H.. 1996. "A source-based model for describing dust concentrations during wind erosion events: an initial study." Environmental Modelling and Software. 11 (1-3), pp. 45-52. https://doi.org/10.1016/S0266-9838(96)00036-6
Kinky profiles: effects of soil surface heating upon vertical dust concentration profiles in the Channel Country of western Queensland, Australia
Butler, H. J., McTainsh, G. H., Hogarth, W. L. and Leys, J. F.. 2005. "Kinky profiles: effects of soil surface heating upon vertical dust concentration profiles in the Channel Country of western Queensland, Australia." Journal of Geophysical Research. 110 (F4), pp. 1-14. https://doi.org/10.1029/2004JF000272
Factors affecting the nature and rate of dust production from natural dune sands
Bullard, Joanna E., McTainsh, Grant H. and Pudmenzky, Christa. 2007. "Factors affecting the nature and rate of dust production from natural dune sands." Sedimentology. 54 (1), pp. 169-182. https://doi.org/10.1111/j.1365-3091.2006.00827.x
Australian dust storms in 2002-2003 and their impact on Southern Ocean biogeochemistry
Gabric, A. J., Cropp, R. A., McTainsh, G. H., Johnstone, B. M., Butler, H., Tilbrook, B. and Keywood, M.. 2010. "Australian dust storms in 2002-2003 and their impact on Southern Ocean biogeochemistry." Global Biogeochemical Cycles: an international journal of global change. 24 (2), p. GB2005. https://doi.org/10.1029/2009GB003541
El Niño-Southern Oscillation influence on the dust storm activity in Australia: can the past provide a key to the future?
Pudmenzky, C., Stone, R., Butler, H. and Allan, R.. 2011. "El Niño-Southern Oscillation influence on the dust storm activity in Australia: can the past provide a key to the future?" American Geophysical Union, Fall Meeting 2011. San Francisco, California, United States 05 - 09 Dec 2011 United States.
CEMSYS modelled wind erosion
Leys, John F., Butler, Harry J., Yang, Xihua and Heidenreich, Stephen. 2010. CEMSYS modelled wind erosion. Sydney South, Australia. NSW Department of Environment, Climate Change and Water.
Effect of canine hyperimmune plasma on TNFa and inflammatory cell levels in a lipopolysaccharide-mediated rat air pouch model of inflammation
Strunin, Dmitry, Essien, Bryan, Kotiw, Michael and Butler, Harry. 2009. "Effect of canine hyperimmune plasma on TNFa and inflammatory cell levels in a lipopolysaccharide-mediated rat air pouch model of inflammation." Reinhart, Konrad (ed.) Sepsis 2009: Critical Care Conference. Amsterdam, Netherlands 11 - 14 Nov 2009 https://doi.org/10.1186/cc8064
A mathematical model to account for quantitative iterative effect of TNF-α positive feedback mechanism on inflammatory cascade in TLR-4 mediated TNF-α signaling pathway
Roberts, Tony, Essien, Bryan, Kotiw, Michael, Butler, Harry and Strunin, Dmitry. 2008. "A mathematical model to account for quantitative iterative effect of TNF-α positive feedback mechanism on inflammatory cascade in TLR-4 mediated TNF-α signaling pathway." Ragan, Mark (ed.) 19th International Conference on Genome Informatics (GIW 2008). Gold Coast, Australia 01 - 03 Dec 2008 London, United Kingdom.
Modelling wind erosion at national and regional scale using the CEMSYS model: national monitoring and evaluation framework, prepared for the National Land & Water Resources Audit
Butler, Harry J., Shao, Yaping, Leys, John F. and McTainsh, G. H.. 2007. Modelling wind erosion at national and regional scale using the CEMSYS model: national monitoring and evaluation framework, prepared for the National Land & Water Resources Audit. Canberra, Australia. National Land and Water Resources Audit.
Local source influences upon the structure of dust plumes in the Channel Country of Western Queensland, Australia
Butler, Harry J.. 2003. Local source influences upon the structure of dust plumes in the Channel Country of Western Queensland, Australia. PhD Thesis Doctor of Philosophy. Griffith University.
A flexible, extensible online testing system for mathematics
Passmore, Tim, Brookshaw, Leigh and Butler, Harry J.. 2007. "A flexible, extensible online testing system for mathematics." AMS NZMS 2007: Joint Meeting of the American Mathematical Society and the New Zealand Mathematical Society. Wellington, New Zealand 12 - 15 Dec 2007 Wellington, New Zealand.
Towards a simple Gaussian model to describe multiple source areas during wind erosion events
Butler, H. J., Hogarth, W. L. and McTainsh, G. H.. 1995. "Towards a simple Gaussian model to describe multiple source areas during wind erosion events." Binning, Philip, Bridgman, Howard and Williams, Brian (ed.) 11th International Congress on Modelling and Simulation (MODSIM95). Newcastle, Australia 27 - 30 Nov 1995 Canberra, Australia. Modelling and Simulation Society of Australia and New Zealand .
Development of a QEMSCAN® coal analysis capability
van Zyl, J. and Pudmenzky, C.. 2008. "Development of a QEMSCAN® coal analysis capability." Automated Mineralogy 08. Brisbane, Australia 27 - 28 Aug 2008 Australia.
Effects of spatial variations in source areas upon dust concentration profiles during three wind erosion events in Australia
Butler, H. J., Hogarth, W. L. and McTainsh, G. H.. 2001. "Effects of spatial variations in source areas upon dust concentration profiles during three wind erosion events in Australia." Earth Surface Processes and Landforms. 26 (10), pp. 1039-1048. https://doi.org/10.1002/esp.235
Particle-size characteristics of the vertical dust profiles of two contrasting dust events in the Channel Country of western Queensland, Australia
Butler, Harry J., McTainsh, G. H. and Hogarth, W. L.. 2006. "Particle-size characteristics of the vertical dust profiles of two contrasting dust events in the Channel Country of western Queensland, Australia." 6th International Conference on Aeolian Research (ICAR VI). Guelph, Canada 24 - 28 Jul 2006 Guelph, Ontario, Canada.
Monitoring soil condition across Australia: recommendations from the expert panels
McTainsh, Grant, Leys, John, Carter, Dan, Butler, Harry, McCord, Andy and Wain, Alan. 2006. Monitoring soil condition across Australia: recommendations from the expert panels. Canberra, Australia. National Committee on Soil and Terrain for the National Land and Water Resources Audit.
Modelling dust movement within the Channel Country of western Queensland
Butler, H. J., McTainsh, G. H. and Hogarth, W. L.. 2005. "Modelling dust movement within the Channel Country of western Queensland." Box, Gail (ed.) 1st Australian Aerosol Workshop (ANSTO 2005). Sydney, Australia 30 Mar - 01 Apr 2005 Sydney, Australia.
Spatial distinction of source areas during wind erosion events in the channel country of western Queensland, Australia
Butler, H. J., McTainsh, G. H. and Hogarth, W. L.. 2001. "Spatial distinction of source areas during wind erosion events in the channel country of western Queensland, Australia." Conacher, A. J. (ed.) 6th Meeting of the IGU Commission on Land Degradation and Desertification (COMLAND 1999): Agriculture, Land Degradation and Desertification. Perth, Australia 20 - 28 Sep 1999 Dordrecht, Netherlands.
The Australian dust bowl
Butler, Harry J.. 1995. "The Australian dust bowl." Australasian Science. 16 (3), pp. 29-31.