Output list
Conference paper
Published 2017
3rd International Congress on Biological Invasions, 19/11/2017–23/11/2017, Hangzhou, China
The development of inspection protocols and mitigation strategies are critical components of plant and animal biosecurity measures. The inclusion of available detection data can greatly enhance the evidence base for these types of decisions. However, a key step in analysing these data is the choice of an appropriate statistical model. This paper focuses on determining an appropriate model for biosecurity border and post-border detection of non-indigenous species for Barrow Island, Australia under stringent biosecurity controls. This is a flagship biosecurity project that is under close national and international scrutiny. A range of standard models were compared, including standard and zero-inflated Poisson, negative binomial and log-normal alternatives. These models failed to adequately describe the key characteristics of the data, namely an excess of zero and single organism detections, a range of detections between two and a hundred organisms, and a few extreme values, ranging between 250 and 1000 organisms. Alternative models were explored, including: (i) modelling the censored data ignoring the zero and extremely large detections, (ii) a component where detections were modelled ignoring the zero detections and including outliers and finally, (iii) zero-inflated model with the complete data set inclusive of zero detections. The negative binomial based models consistently gave the best outcomes under different degrees of inflation or over-dispersion, but are limited in that they cannot provide information about the mechanisms underlying zero-inflation. A three component log normal mixture model was found to be the best fit as it addressed these issues. This study demonstrates the importance of model choice in analysing biosecurity data, and suggests that mixture models may be more appropriate than more standard distributions. The data set gathered at Barrow Island is, however, unique for biosecurity border and post-border detection biosurveillance. Given this, general inferences about the underlying phenomena made based on the model should be made with caution. Comparable datasets should be obtained and tested to validate the choice of model for this type of data.
Conference paper
Case study: industry response to the lupin anthracnose incursion in Western Australia
Published 2008
J.A. Palta and J.B. Berger (eds). 2008. Lupins for Health and Wealth. Proceedings of the 12th International Lupin Conference, 14/09/2008–18/09/2008, Fremantle, Western Australia
Anthracnose in lupins, caused by Colletotrichum lupini, was first detected in commercial crops in Western Australia (WA) in 1996. This incursion of an exotic plant pathogen into Australia constituted a major biosecurity threat to the local lupin industry. The disease caught the industry unawares with the majority of cultivars at that time being susceptible and there were major issues with local plant pathologists and lupin agronomists having very little exposure to diagnosis and management of this disease. In 1997, the first major breakthrough was made when resistance to anthracnose was confirmed in several breeding lines and commercial cultivars of narrow–leafed lupins (Lupinus angustifolius), and landraces of Lupinus albus. These findings led to the release of cultivars with elevated levels of resistance to the disease. Important information on relative yield loss, critical seed infection levels, fungicide seed treatment and geographical risk factors have also been discovered through applied research leading to use of seed testing and registered fungicides for the control of early infection. In addition, a spatio–temporal model was developed to simulate the spread of anthracnose initiated by infected seed and other sources. The modelling has contributed to the formulation of strategies for management of lupin anthracnose. An extension campaign through field days, seminars and regular media exposure promoted the management package developed from the research.
Conference presentation
Plant biosecurity education and training in Australia
Published 2008
9th International Congress of Plant Pathology ICPP 2008, 2008, Torino, Italy
Plant Biosecurity is a set of measures designed to protect a crop, crops or a sub-group of crops from emergency plant pests at national, regional and individual farm levels. Australia is relatively free from many of the plant pests and pathogens that seriously impact agricultural and horticultural industries in other countries. This gives Australia a valuable competitive advantage in terms of securing market access and maintaining lower production costs through the absence of many plant pests commonly found overseas. To sustain that advantage into the future, Australian plant industries need the support of world-class plant biosecurity science and education. The Cooperative Research Centre for National Plant Biosecurity (CRCNPB) plays a vital role in enhancing the scientific effort to enable Australian plant industries to pre-empt and, therefore, diminish the economic, social and environmental impact of emerging plant pathogens. The CRCNPB has a strong commitment to the training of high quality PhD students and postdoctoral scientists, providing the nucleus of Australia’s future plant biosecurity capacity. CRCNPB provides regular training courses and workshops for our students, staff and scientists already working in the plant biosecurity field. The CRCNPB is involved with the development of a national postgraduate curriculum in plant biosecurity, which aims to graduate students with a Graduate Certificate, Diploma or Masters in Plant Biosecurity. We also have a very popular primary and secondary school education program. Essentially we are training new and existing scientists and raising awareness of plant biosecurity issues at all levels from industry, through to the general public.
Conference paper
Published 2008
J.A. Palta and J.B. Berger (eds). 2008. Lupins for Health and Wealth. Proceedings of the 12th International Lupin Conference, 14/09/2008–18/09/2008, Fremantle, Western Australia
Plant biosecurity is a global issue that continues to grow in importance as the volume of trade between countries and the number of people travelling increases. Australia is free from many of the pests and diseases that affect plant industries and natural environments in other countries. This freedom provides a competitive advantage to Australia as a major agricultural exporter reliant on its international reputation as a producer of ‘clean and green’ agricultural and food products. Australia also places a high value on protecting our unique environment and lifestyle for future generations. Plant biosecurity is essential to protect these values. Plant biosecurity is focussed on those pests (insects and plant pathogens) that are; not currently present in Australia, are present but not in all production regions of Australia and are being actively controlled, or those pests that represent a new threat as their biology has changed. Plant biosecurity can impact on food safety, food security, trade, market access, market development, production costs and, ultimately, the profitability and sustainability of plant industries. Incursions of new pests directly threaten the economic viability of Australia's plant industries, which have an annual farm gate value of over $18 billion and annually contribute over $12 billion to export income. Even the perception that a pest is present in Australian produce can have a rapid and negative impact on Australia's reputation as a producer of safe, quality food products. The Australian lupin industry is threatened by several pests including Sitona spp. and Uromyces lupinicola (lupin rust). Both pests would significantly impact on lupin production in Australia should they be introduced. To minimise the risk of entry and establishment of threats such as a Sitona sp. and lupin rust, research activities must cover the full biosecurity continuum, pre–border, border and post–border. Plant biosecurity is a continuum that draws together many different disciplines. It differs from plant protection in that it is risk management – being strategic for the future needs. This paper provides an overview of plant biosecurity from an Australian perspective with two case studies of serious biosecurity pest threats to the Australian lupin industry. The case studies explore the critical questions that need to be addressed when identifying the threat posed by a pest species. The paper also addresses the need for a high level of biosecurity awareness and reporting throughout the international lupin industry.
Conference paper
Utilising a terrestrial observation predictive system for emergency plant pest incursion management
Published 2007
Oxley, L. and Kulasiri, D. (eds) MODSIM 2007 International Congress on Modelling and Simulation, 10/12/2007–13/12/2007, Christchurch, New Zealand
Australia's management of bushfires illustrates how we should respond to major incidents. With up to date weather information, GIS, models predicting hotspots, outbreaks and potential control lines on the time scale of hours to days, agencies have an enhanced ability to manage fires. However for other major incursions, such as emergency plant pest outbreaks, our technological ability and support is far less advanced. This project aims at investigating the use of the NASA Terrestrial Observation and Prediction System (TOPS) for management of Emergency Plant Pest (EPP) incursions in Australia. In theory, by combining the daily environmental and climatic parameters (soil moisture, soil type, temperature, light exposure, aspect, etc.) with the host’s biology, one can predict what the photosynthetic rate (in terms of gC/m2/day) or fitness of a crop is. By combining the crop fitness with pest biology and host parameters, predictive climate-based simulations can then lead to estimates of the stages of pest outbreaks and guide the selection of feasible and effective containment or management options. A large computational resource will be required to do these three way interactions for any large scale mapping in a reasonable time. NASA’s supercomputers will initially be used to assist the process of modelling photosynthetic rates or GPP for Victoria and southwest West Australian. Initially one or two defined EPPs, such as the Glassy-winged sharpshooter, will be piloted with the project aiming to produce a more generic template model for other pest species.
Conference presentation
Published 2006
8th International Mycological Congress, 21/08/2006–25/08/2006, Cairns, Queensland
Biosecurity has emerged as a major global issue. Emergency Plant Pests can impact on food safety, trade, market access, market development and, ultimately, the profitability and sustainability of plant industries. Australia is relatively free from many of the plant pests and pathogens that seriously impact on agricultural and horticultural industries in other countries. This gives Australia a valuable competitive advantage in terms of securing market access and maintaining lower production costs through the absence of many plant pests commonly found overseas, To sustain that advantage into the future, Australian plant industries need the support of world class science and biosecurity technology. The Cooperative Research Centre for National Plant Biosecurity (CRCNPB) commenced in November 2005. The CRCNPB will play a vital role in enhancing the scientific effort to enable Australian plant industries to pre•empt and, therefore, diminish the economic, social and environmental impact of Emergency Plant Pests. The activities of the CRCNPB will cover the full biosecurity continuum, pre•border, border and post• border. The four CRCNPB scientific research programs are focused on innovative research and development, in key areas that will deliver benefits across commodity groups: Preparedness and Prevention, Diagnostics, Surveillance and Impact Management. These programs will also introduce new technologies that will meet Australia's plant biosecurity needs within the shortest possible timeframe and will provide long•term benefits. The CRCNPB has a strong commitment to the training of high quality Honours and PhD students and post-doctoral scientists to provide the nucleus of Australia's future plant biosecurity capacity. CRCNPB will also provide vocational training for scientists and other disciplines already working in the plant biosecurity field to enhance the core capacity of Australia. Other countries, such as the USA and New Zealand, are also addressing similar biosecurity issues and CRCNPB will be developing close linkages with key organisations in these and other countries.