Digital Commons Network^™

Web-Based Training In E-Agriculture For Agricultural College, Prachyanum Nilsook, Leisa Armstrong, Pornchai Taechatanasat, Tirtha Ranjeet

Research outputs 2014 to 2021

This paper presents a web-based training system in eAgriculture for agricultural college in Thailand. The eAgriculture contents consist of introduction to information and communication technology (ICT) for agriculture, information technology in agriculture, agricultural management information system and precision farming. The research shows that the majority users are highly satisfied with the developed web-based training system. The users favoured four factors of the system including the content of the website; technical media production; the designing and the formatting of the website; and benefits of its uses.

Decision Support System Data For Farmer Decision Making, Pornchai Taechatanasat, Leisa Armstrong

Research outputs 2014 to 2021

The capacity of farmers and agricultural scientists to be able to make in-season decisions is dependent on accurate climate, soil and plant data. This paper will provide a review of the types of environmental and crop data that can be collected by sensors which can used for decision support systems (DSS) or be further interrogated for real time data mining and analysis. This paper also presents a review of the data requirements for agricultural decision making by firstly reviewing decision support frameworks and agricultural DSSs, data acquisition, sensors for data acquisition and examples of data incorporation for agricultural DSSs.

Role Of Icts In Improving Drought Scenario Management In India, Shubhangi S. Wankhede, Niketa Gandhi, Leisa Armstrong

Research outputs 2014 to 2021

Drought is a natural phenomenon that affects social, economic and environmental sectors. It is caused due to low or no rainfall in the specific region and for some duration of time. Reduced soil moisture and ground water level are the other causes for drought. Based on its intensity, drought has impacts on various sectors like agriculture, transportation, forest fire, environment and many more. Agriculture is the major sector being affected by drought resulting in low crop production and having great detriment to economy of the country. In this paper, an attempt is made to study the different causes and effects …

Methods For Multimodal Analysis And Representation Of Teaching-Learning Interactions In Primary Science Lessons Captured On Video, Mark W. Hackling, Karen J. Murcia, Khadeeja Ibrahim-Didi, Susan M. Hill

Research outputs 2014 to 2021

Video-based classroom research is opening-up exciting new insights into how teachers generate productive opportunities for student engagement in quality learning, reasoning and the development of their scientific literacy. The significant role played by multimodal representations in learning and teaching becomes evident through the medium of video and its analysis. Classroom research that is framed from social constructivist, sociocultural, activity theory and social semiotic perspectives highlights the social interactions involving multimodal representations which are used to communicate science ideas and also act as semiotic resources for meaning making. Social and cognitive processes of co-constructing meaning are mediated by talk, embodied representations …

Integrating Soil And Plant Tissue Tests And Using An Artificial Intelligence Method For Data Modelling Is Likely To Improve Decisions For In-Season Nitrogen Management, Andreas Neuhaus, Leisa Armstrong, Jinsong Leng, Dean Diepeveen, Geoff Anderson

Research outputs 2014 to 2021

This paper hypothesizes that there is value in combining soil, climate and plant tissue data to give more reliable advice on nitrogen top-ups in-season when compared with models that are currently available. The benefit of soil and climate data is to factor in N mineralisation and potential yield while plant test data is a more direct approach of yield estimates when considering firstly plant N uptake from the whole soil profile and secondly biomass (important yield component). Plant test data are closer to yield in time and space than soil test data, shortening the time period for any yield prognosis …

Are We Approaching Pit Lake Closure From The Wrong Perspective?, Mark A. Lund, Melanie L. Blanchette

Research outputs 2014 to 2021

Pit lakes are similar to natural lakes formed by faulting, glacial action, volcanic action and asteroid collisions. These natural lakes have, after thousands of years, developed into environmentally significant ecosystems. As artificial constructs, pit lakes can be modified prior to filling to enhance lake attributes, such as modification of catchment size, creation of littoral zones and addition of organic matter. Significant advances could be made in successful closure and relinquishment of pit lakes, by 1) choosing appropriate model lakes, 2) understanding successional processes, 3) designing pit lakes to enhance ecological values, and 4) recognizing that it will take time to …

Modelling And Analysis On Noisy Financial Time Series, Jinsong Leng

Research outputs 2014 to 2021

Building the prediction model(s) from the historical time series has attracted many researchers in last few decades. For example, the traders of hedge funds and experts in agriculture are demanding the precise models to make the prediction of the possible trends and cycles. Even though many statistical or machine learning (ML) models have been proposed, however, there are no universal solutions available to resolve such particular prob-lem. In this paper, the powerful forward-backward non-linear filter and wavelet-based denoising method are introduced to remove the high level of noise embedded in financial time series. With the filtered time series, the statistical …

Student Motivations For Studying Online: A Qualitative Study, Melanie K. Henry, Julie Ann Pooley, Maryam Omari

Research outputs 2014 to 2021

The availability of online courses has continued to grow over recent years with more students now turning to online offerings. The flexibility offered through online learning is attractive to prospective students with some of the benefits including reduced costs, and the potential to increase and diversify the student body. Online courses provide the advantage of reaching those who may be ‘too busy’ for traditional study, and offer flexibility through anywhere, anytime access. While these benefits may attract prospective learners to the online environment there remains little empirical evidence for the reasons students actually make the decision to study online over …

Solar Energy Harvesting Clear Glass For Building-Integrated Photovoltaics, Kamal Alameh, Mikhail Vasiliev, Ramzy Alghamedi, Mohammad Alam, V. Rosenberg

Research outputs 2014 to 2021

We propose and demonstrate the concept of an energy-harvesting clear glass panel based on the use of all-inorganic luminophores embedded into a lamination layer in conjunction with low-emissivity coatings and CIS solar cells. Most of the visible solar radiation is transmitted through the laminated glass panel while UV radiation is down-converted and guided together with a part of infrared radiation to the edges for conversion to electricity by solar cells integrated at the edges of the glass panel. Experimental results demonstrate that a 10cmx10cm energy-harvesting clear glass can pass about 70% of the visible solar radiation, block 90% of UV …

Principles Of Practice In Mental Health Assessment With Aboriginal Australians, Yolonda Adams, Neil M. Drew, Roz Walker

Research outputs 2014 to 2021

In this chapter, concepts and history of assessment and testing in the context of Aboriginal and Torres Strait Islander social and emotional wellbeing and mental health are discussed. Importantly, recently revised diagnostic guidelines and the National Practice Standards for the Mental Health Workforce 20131 and their appropriateness for meeting the distinctive needs of Aboriginal people are reviewed. Various assessment tools and measures that have been validated or proved appropriate for use with particular Aboriginal populations, i.e. youth, women and older people, are described. We conclude that practitioners need to be critically reflective in their role in assessment, and position themselves …

En Attendant Centiloid, Victor L. Villemagne, Vincent Doré, Paul Yates, Belinda Brown, Rachel Mulligan, Pierrick Bourgeat, Robyn Veljanoski, Stephanie R. Rainey-Smith, Kevin Ong, Alan Rembach, Robert Williams, Samantha C. Burnham, Simon Laws, Olivier Salvado, Kevin Taddei, S. L. Macaulay, Ralph Martins, David Ames, Colin L. Masters, Christopher C. Rowe

Research outputs 2014 to 2021

Aims: Test the robustness of a linear regression transformation of semiquantitative values from different Aβ tracers into a single continuous scale. Study Design: Retrospective analysis. Place and Duration of Study: PET imaging data acquired in Melbourne and Perth, Australia, between August 2006 and May 2014. Methodology: Aβ imaging in 633 participants was performed with four different radiotracers: flutemetamol (n=267), florbetapir (n=195), florbetaben (n=126) and NAV4694 (n=45). SUVR were generated with the methods recommended for each tracer, and classified as high (Aβ+) or low (Aβ-) based on their respective thresholds. Linear regression transformation based on reported head-to-head comparisons of each tracer …

Integrated Decision Support For Sustainable And Profitable Land Management In The Lowlands Of Central Asia, Nodir Djanibekov, Rolf Sommer

All Peer-Reviewed Publications

Land use and crop production in the Khorezm region in western Uzbekistan, exemplarily for the irrigated lowlands of Central Asia, are challenged by the excessive, non-sustainable use of irrigation water and repeated water shortages on one hand, and soil degradation by secondary salinization on the other hand. One of the research objectives of the German-Uzbek Khorezm project, funded by the German Ministry for Education and Research (BMBF) and led by Center of Development Research (ZEF) of Bonn University, was to better understand options for land use and choice of technology at the farm level in order to evaluate and propose …

High-Resolution Melting Analysis Reveals Low Plasmodium Parasitaemia Infections Among Microscopically Negative Febrile Patients In Western Kenya, Purity N. Kipanga, David Omondi, Paul O. Mireji, Patrick Sawa, Daniel K. Masiga, Jandouwe Villinger

All Peer-Reviewed Publications

Background: Microscopy and rapid diagnostic tests (RDTs) are common tools for diagnosing malaria, but are deficient in detecting low Plasmodium parasitaemia. A novel molecular diagnostic tool (nPCR-HRM) that combines the sensitivity and specificity of nested PCR (nPCR) and direct PCR-high resolution melting analysis (dPCR-HRM) was developed. To evaluate patterns of anti-malarial drug administration when no parasites are detected, nPCR-HRM was employed to screen blood samples for low parasitaemia from febrile patients without microscopically detectable Plasmodium infections in a rural malaria-endemic setting. Methods: Blood samples (n = 197) were collected in two islands of Lake Victoria, Kenya, from febrile patients without …

Biology Of The Coconut Bug, Pseudotheraptus Wayi, On French Beans, James Peter Egonyu, Sunday Ekesi, Jacques Kabaru, Lucy Irungu

All Peer-Reviewed Publications

The coconut bug, Pseudotheraptus wayi Brown (Heteroptera: Coreidae), is a major pest of a wide range of economically important crops in Eastern and Southern Africa. The suitability of French beans, Phaseolus vulgaris L. (Fabales: Fabaceae) as an alternative food for mass rearing of P. wayi was determined by elucidating its development, survival, and reproduction on French bean pods in the laboratory. Development and survival of immatures on French beans was comparable to what is reported with two hosts previously used for rearing this species, namely coconut and cashew. Adults survived thrice longer and laid almost twice more eggs on the …

Triple Bag Hermetic Storage Delivers A Lethal Punch To Prostephanus Truncatus (Horn) (Coleoptera: Bostrichidae) In Stored Maize, A. W. Njoroge, H. D. Affognon, C. M. Mutungi, J. Manono, P. O. Lamuka, L. L. Murdock

All Peer-Reviewed Publications

Clean shelled maize was stored in woven polypropylene (PP) or triple layer polyethylene (PICS™) bags in the presence of Prostephanus truncatus Horn (PP1; PICS1) or absence of it (PP0; PICS0) at ambient conditions for six months. Moisture content, live insect population, grain damage, weight loss, and germination were analyzed on a monthly basis. Temperature and relative humidity in both PICS- and PP-bag setups were monitored, as well as the oxygen and carbon dioxide levels in the PICS bags. Overall, maize stored in PICS bags had significantly lower (P<0.05) moisture content than maize stored in PP bags. Storage in PICS bag slowed growth of P.truncatus populations and blocked infestation from the surrounding storage environment. On the contrary, PP bags permitted profuse build-up of insect population and cross-infestation. At six months, grain damage was 0.0%, 3.4%, 50.5% and 73.9%, corresponding to weight loss of 0.0%, 2.0%, 36.3%, and 47.7% in PICS0, PICS1, PP0 and PP1, respectively. Germination of maize stored in PP bags dropped from 91.1% to 37.0% and 12.7% in PP0 and PP1, respectively, whereas germination of maize stored in PICS bags dropped only marginally and reached 78.1% and 71.0% in PICS0 and PICS1, respectively, in six months. Without extreme loss of grain viability, a huge decrease in insect infestation, grain damage and weight loss is achieved by storing maize in PICS bag even under P.truncatus endemic conditions. © 2014 Elsevier Ltd.

Spatial Analysis Of Human-Induced Vegetation Productivity Decline Over Eastern Africa Using A Decade (2001-2011) Of Medium Resolution Modis Time-Series Data, Tobias Landmann, Olena Dubovyk

All Peer-Reviewed Publications

Climate variation and land transformations related to exploitative land uses are among the main drivers of vegetation productivity decline and ongoing land degradation in East Africa. We combined analysis of vegetation trends and cumulative rain use efficiency differences (CRD), calculated from 250-m MODISNDVI time-series data, to map vegetation productivity loss over eastern Africa between 2001 and 2011.The CRD index values were furthermore used to discern areas of particular severe vegetation productivity loss over the observation period. Monthly 25-km Tropical Rainfall Measuring Mission (TRMM) datametrics were used to mask areas of rainfall declines not related to human-induced land productivity loss. To …

Odorant And Gustatory Receptors In The Tsetse Fly Glossina Morsitans Morsitans, George F.O. Obiero, Paul O. Mireji, Steven R.G. Nyanjom, Alan Christoffels, Hugh M. Robertson, Daniel K. Masiga

All Peer-Reviewed Publications

Tsetse flies use olfactory and gustatory responses, through odorant and gustatory receptors (ORs and GRs), to interact with their environment. Glossina morsitans morsitans genome ORs and GRs were annotated using homologs of these genes in Drosophila melanogaster and an ab initio approach based on OR and GR specific motifs in G. m. morsitans gene models coupled to gene ontology (GO). Phylogenetic relationships among the ORs or GRs and the homologs were determined using Maximum Likelihood estimates. Relative expression levels among the G. m. morsitans ORs or GRs were established using RNA-seq data derived from adult female fly. Overall, 46 and …

Evaluation Of Acaricide-Treated String Curtains For Control Of Two-Spotted Spider Mite Tetranychus Urticae Koch (Acari: Tetranychidae) On Greenhouse Roses And Impact Of The String Curtain On The Predatory Mite Phytoseiulus Persimilis Athias-Henriot (Acari: Phytoseiidae), Emilie M. Deletre, Romain Bonafos, Thibaud Martin

All Peer-Reviewed Publications

Foliar sprays of pesticides are frequently used to control two-spotted mites on rose flowers, but these also destroy predatory mites and pose a high risk of contamination for humans and the environment. Using a novel approach to avoid spray applications on rose plants, modified acaricide-treated string curtains were adapted to control the pest. Two main aims of this study were: (i) to identify the lethal concentration of string curtains treated with propargite, dicofol, flufenoxuron, acrinathrin or tau-fluvalinate (τ-fluvalinate) on Tetranychus urticae, and (ii) to test the design (feasibility) and efficiency of the string curtains to trap the phytophagous mites on …

Evaluation Of Solar Energy Solution For Egyptian Remote Areas, Tarek Ihab Abdelsalam, Tarek M. Hatem

Mechanical Engineering

Egypt is currently suffering the symptoms of the energy crises, such as electricity outage and high deficit as a result of constant increase in fossil foils through the last decades. On the other hand, Egypt has a high solar availability of more than 18.5 MJ annually. Additionally, Egypt has large uninhabited deserts on both sides of the Nile valley and in Sinai Peninsula, which represent more than 96.5% of the nation’s total land area. Therefore, solar energy is one of the prospective solutions for energy shortage in Egypt. Furthermore, these vast lands are advantageous for commissioning huge solar power generation …

A Visceral Kind Of Understanding, Vahri G. Mckenzie

Research outputs 2014 to 2021

Background: The work is an artists’ profile of Michael Whaites published in dancewest, the WA edition of the Australian Dance Council magazine. Whaites is Artistic Director of LINK, WAAPA’s graduate dance company. I was invited to contribute the piece to fit with the education theme of the edition. It draws on my case study of Whaites to show how embodied knowledge and physical sensation inform his current choreographic process, and the transmission of this knowledge. As a dancer and researcher I use archival, field research and self-reflection to ask: how do we make creative processes explicit when they’re embedded in …

Freedom In Surrender, Vahri G. Mckenzie

Research outputs 2014 to 2021

Background: The work is an artists’ profile of Claudia Alessi published in dancewest, the WA edition of the Australian Dance Council magazine. Alessi is a leading independent dancer and choreographer. It draws on my case study of Alessi to show how embodied knowledge and physical sensation inform her current choreographic process, and the transmission of this knowledge. As a dancer and researcher I use archival, field research and self-reflection to ask: how do we make creative processes explicit when they’re experienced as sudden insight?

Contribution: I was invited to contribute a series of artists’ profiles to dancewest. The research draws …

The Cormorant, Donna Mazza

Research outputs 2014 to 2021

Research Background : Current land use practices around the Leschenault Inlet have led to severe degradation of the environment. This has been the subject of other research within this faculty. Contemporary ecocritical theory cites the need to narrate the regional to initiate grass roots change that will have exponential impact. (Garrard, 2012).

Research Contribution : The painting The Cormorant depicts the natural tension between the animal and the human. The bird is waiting with wings spread for what the tide will deliver as it stands in the murky, liminal space between the land and the estuary. It is in this …

Ariadne Cast Away, Donna Mazza, S. Mills

Research outputs 2014 to 2021

Research Background : This art work includes an extract from a poem written for my doctoral thesis which re-considers the Greek myth of Ariadne in view of ecocritical concepts and as a narrative of relationship breakdown and emotional abuse. It uses natural materials, including a dried lizard which perished in the sun, wax and crushed shell to highlight the significance of the natural world to the work. The subject of this part of the poem is abandonment, both in relationships and in nature.

Research Contribution : The work makes a contribution by entering in to the review of the Greek …

Cloud Security Meets Telemedicine, Michael N. Johnstone

Research outputs 2014 to 2021

Medical systems are potentially one domain where security is seen as an impediment to patient care and not as an essential part of a system. This is an issue for safety-critical systems where reliability and trust are essential for successful operation. Cloud computing services offer a seamless means to allow medical data to be transferred from patient to medical specialist, whilst maintaining security requirements. This paper uses a case study to investigate the use of cloud computing in a mobile application to assist with diagnostics for patients with Parkinson Disease. It was found that the developers of the app ignored …

Novel Image-Dependent Quality Assessment Measures, Asaad Hashim, Zahir Hussain

Research outputs 2014 to 2021

The image is a 2D signal whose pixels are highly correlated in a 2D manner. Hence, using pixel by pixel error what we called previously Mean-Square Error, (MSE) is not an efficient way to compare two similar images (e.g., an original image and a compressed version of it). Due to this correlation, image comparison needs a correlative quality measure. It is clear that correlation between two signals gives an idea about the relation between samples of the two signals. Generally speaking, correlation is a measure of similarity between the two signals. An important step in image similarity was introduced by …

Teaching Reading: A Shared Vision And A Shared Responsibility 2012-2013: Principals As Literacy Leaders In Ceo Schools, Deslea Konza, Paul Woodley, Sam De Leo, Helen Dixon

Research outputs 2014 to 2021

The PALL Plus professional learning and research project was a collaborative effort between the Fogarty Learning Centre at Edith Cowan University and 16 Catholic primary schools within the Western Australian Catholic Education Office (CEO). It was initiated by the principal of Star of the Sea Primary School, Tim Emery, who coordinated involvement of the other schools and managed contractual responsibilities on behalf of the CEO. The project was based on the Principals as Literacy Leaders (PALL) pilot project funded by the Commonwealth Government in 2009-2010, and originally developed in partnership with the Australian Primary Principals Association, Griffith University and the …

Messy Never-Endings: Curating Inconversation As Interdisciplinary Collaborative Dialogue, Lyndall Adams, Renee Newman-Storen, Neil Ferguson, Christopher Kueh

Research outputs 2014 to 2021

This paper will explore the curation of a collaborative exhibition amongst creative higher degree by research candidates (from the School of Communications and Arts and the Western Australian Academy of Performing Arts), arts practitioners and researchers from different art forms and discipline backgrounds. It will look at the conversations between artists and researcher collaborators working together to produce a broad range of creative works, culminating in an exhibition titled In Conversation, to be staged at Edith Cowan University’s Spectrum Project Space in October 2014.

The context of the inConversation exhibition aims to inform and expand on current debates about the …

Embodied Learning: Towards New Models For Engaging With Art Within The University, Clive Barstow, Paul Uhlmann

Research outputs 2014 to 2021

Mark Johnson’s embodied mind thesis (2007) makes a case for aesthetics as being the most important philosophy for the 21st century. If this is the case, then art schools become even more important to the advancement of knowledge; however economic reforms clearly place traditional art schools under enormous pressure. These two points provide a background for considering two ongoing projects as flexible models for embodied learning – the Jimmy Pike Scholarship, which is an annual artist-in- residency programme for Aboriginal artists, and the Third Space Project which is an ongoing International exchange programme between Edith Cowan University and University of …

Capturing Creative Practice, Lyndall Adams, Christopher Kueh, Renee Newman-Storen, Neil Ferguson

Research outputs 2014 to 2021

This paper will map the initial research surrounding capturing creative practice for the improvement of supervision and learning experiences in higher degree creative arts research in the School of Communications and Arts and the Western Australian Academy of Performing Arts at Edith Cowan University. Despite differences in what constitutes ‘practice’ across creative disciplines, the difficulties in representing practice-led research processes in an academic context are shared. Through interviews and focus groups, this research explored how the failure to capture the creative process impacts on supervision and learning experiences for creative arts Higher Degree by Research (HDR) candidates and their supervisors. …

Assessing The Fishery And Ecology Of Sharks In The United Arab Emirates, Rima W. Jabado

Dissertations

Large scale shark population declines have been documented worldwide due to overexploitation and the lack of adequate management frameworks to conserve shark stocks. This study aimed at gaining an understanding of the national shark fishery and the trade in shark products from the United Arab Emirates (UAE). Data were collected from June 2010 to October 2012 through interviews with local fishermen, market and landing site surveys, fishery independent surveys, and stomach content analysis. Interviews with local fishermen (n=126) provided information on the fishery characteristics and established that sharks were increasingly targeted due to their high value in the global fin …