School of Environmental and Rural Science
Permanent URI for this collectionhttps://hdl.handle.net/1959.11/26200
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Journal ArticlePublication 1 Million Turtles: empowering communities to save Australian freshwater turtles(Royal Zoological Society of New South Wales, 2024-05-09) ;Van Dyke, James U ;Thompson, Michael B; ;Santoro, Anthony ;Connell, Marilyn J ;McKnight, Donald T ;Clarke, Sylvia ;Ortac, Geetha ;Cirocco, OllySpencer, Ricky-JohnAustralian freshwater turtle populations have declined substantially, with consequent losses to aquatic ecosystem functions. A leading hypothesis is that turtles have declined through lost recruitment caused by high nest predation by invasive foxes. The ‘fox hypothesis’ is supported by experiments showing that nest predation rates exceed 95% in many regions. Furthermore, population surveys have repeatedly found absences of juvenile turtles, and headstarting experiments have successfully replaced those juveniles in some species. We are currently leading a nationwide citizen science program, ‘1 Million Turtles’ (1millionturtles.com), to engage local communities to protect turtles from threats like nest predation using a suite of novel approaches. Our key innovation is to leverage community passion and interest for turtles to create positive conservation impacts via a nationwide support network. We provide a data collection tool and framework (TurtleSAT) and self-guided training in conservation methods. We assist with guidance for gaining licencing and permission, and applying for grants. We are evaluating our approach through both the impacts on turtle populations as well as through surveys of our engaged citizen scientists. Ultimately, we aim to create a science-supported, national grassroots conservation model where community champions can lead their own evidence-based approaches to help wildlife.
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Journal ArticlePublication 1080 aerial baiting for the control of wild dogs and its impact on spotted-tail quoll ('Dasyurus maculatus') populations in eastern AustraliaTo further investigate the non-target impact of baiting using sodium monofluoroacetate (compound 1080) to control wild dogs, a population of radio-collarared spotted-tailed quolls was subject to an experimental aerial baiting exercise. The trial was conducted at a site on the New England Tablelands, New South Wales, without a recent history of that practice. Sixteen quolls were trapped and radio-collared before baiting. Fresh meat baits were delivered from a helicopter at a rate of 10-40 baits km⁻¹. In addition to 1080 (4.2mg), each bait contained the bait marker rhodamine B (50mg), which becomes incorporated into growing hair if an animal survives bait consumption. Two quoll mortalities were recorded following aerial baiting. Both quolls died 3-5 weeks after baiting when baits, on average, retained little 1080. None of the carcasses contained traces of 1080, but the test result is less reliable for the quoll that was found 19 days after its death although tissue was well preserved because of the cool weather. Nevertheless, given that this animal died 34 days after bait delivery, it appears likely that none of the raido-collared quolls succumbed to baiting. In contrast, vibrissae samples collected from 19 quolls captured after the baiting showed that 68% had eaten baits and survived. Furthermore, multiple bait takes were common, with up to six baits consumed by one female. The results demonstrate that most, if not all, quolls survived the baiting trial, including those that consumed dog baits. Hence bait consumption figures 'per se' are not indicative of mortality rates attributable to poisoning.1499 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessJournal Article1200 high-quality metagenome-assembled genomes from the rumen of African cattle and their relevance in the context of suboptimal feeding(BioMed Central Ltd, 2020-09-03) ;Wilkinson, Toby; ;Ogugo, Moses ;Stewart, Robert D ;Watson, Mick ;Paxton, Edith; Robert, ChristelleBackground:The Boran (Bos indicus), indigenous Zebu cattle breed from subSaharan Africa, is remarkably well adapted to harsh tropical environments. Due to financial constraints and low-quality forage, African livestock are rarely fed at 100% maintenance energy requirements (MER) and the effect of sub-optimal restricted feeding on the rumen microbiome of African Zebu cattle remains largely unexplored. We collected 24 rumen fluid samples from six Boran cattle fed at suboptimal and optimal MER levels and characterised their rumen microbial composition by performing shotgun metagenomics and de novo assembly of metagenome-assembled genomes (MAGs). These MAGs were used as reference database to investigate the effect of diet restriction on the composition and functional potential of the rumen microbiome of African cattle.
Results: We report 1200 newly discovered MAGs from the rumen of Boran cattle. A total of 850 were dereplicated, and their uniqueness confirmed with pairwise comparisons (based on Mash distances) between African MAGs and other publicly available genomes from the rumen. A genome-centric investigation into sub-optimal diets highlighted a statistically significant effect on rumen microbial abundance profiles and a previously unobserved relationship between whole microbiome shifts in functional potential and taxon-level associations in metabolic pathways.
Conclusions: This study is the first to identify 1200 high-quality African rumen specific MAGs and provides further insight into the rumen function in harsh environments with food scarcity. The genomic information from the rumen microbiome of an indigenous African cattle breed sheds light on the microbiome contribution to rumen functionality and constitutes a vital resource in addressing food security in developing countries.
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Journal ArticlePublication 150 years of mammal extinction and invasion at Koonchera Dune in the Lake Eyre Basin of South AustraliaKoonchera Dune is a prominent sand ridge fringed by a complex of ephemeral swamps and open plains on the edge of Sturt Stony Desert, northeastern South Australia. In 1931 mammalogist Hedley Herbert Finlayson rediscovered the desert rat-kangaroo or ngudlukanta (Caloprymnus campestris) here, and also captured lesser bilby or yallara (Macrotis leucura), bilby (Macrotis lagotis), and plains mouse (Pseudomys australis). This was the last time any of these mammals were recorded at Koonchera; ngudlukanta and yallara are globally extinct, the bilby is extinct on mainland South Australia, and the plains mouse is listed as vulnerable throughout its diminishing range. Prior to these and other recent extinctions totalling a minimum six species, we estimate that Koonchera supported at least 24 native mammals. In 2018 and 2019 we surveyed mammals here, detecting 11 native mammals including three rare or threatened species: fawn hopping mouse (Notomys cervinus), dusky hopping mouse (N. fuscus), and long-haired rat (Rattus villosissimus). We also detected seven introduced species, including feral cat (Felis catus), fox (Vulpes vulpes), European rabbit (Oryctolagus cuniculus), and feral pig (Sus scrofa). Physically, Koonchera and the Lake Eyre Basin region is much the same as Finlayson would have found it in 1931, but our work shows a proliferation of feral and introduced species and a decline of native mammals, especially medium-sized Critical Weight Range (CWR) species. If Koonchera and the surrounding landscape is to hold on to its remaining native mammal diversity, coordinated management of threats, principal of which is predation by cats and foxes, and impacts on vegetation and soil from a host of introduced herbivores, is required.1388 4 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessJournal Article(2491) Proposal to conserve the name Rhizophagus with a conserved type (Fungi: Glomeromycota: Glomeraceae)(Wiley-VCH Verlag GmbH & Co KGaA, 2017-02-23) ;Walker, Christopher ;Trappe, James M ;Schüßler, Arthur ;Hawksworth, David L ;Cazares, Efren; ;Redecker, Dirk ;McNeill, John ;Redhead, Scott AWiersema, John H1031 3 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessJournal ArticleA 3D anatomical atlas of appendage musculature in the chelicerate arthropod Limulus polyphemus(Public Library of Science, 2018-02-14); ; ; ; Limulus polyphemus, an archetypal chelicerate taxon, has interested both biological and paleontological researchers due to its unique suite of anatomical features and as a useful modern analogue for fossil arthropod groups. To assist the study and documentation of this iconic taxon, we present a 3D atlas on the appendage musculature, with specific focus on the muscles of the cephalothoracic appendages. As L. polyphemus appendage musculature has been the focus of extensive study, depicting the muscles in 3D will facilitate a more complete understanding thereof for future researchers. A large museum specimen was CT scanned to illustrate the major exoskeletal features of L. polyphemus. Micro-CT scans of iodine-stained appendages from fresh, non-museum specimens were digitally dissected to interactively depict appendage sections and muscles. This study has revealed the presence of two new muscles: one within the pushing leg, located dorsally relative to all other patella muscles, and the other within the male pedipalp, located in the modified tibiotarsus. This atlas increases accessibility to important internal and external morphological features of L. polyphemus and reduces the need for destructive fresh tissue dissection of specimens. Scanning, digitally dissecting, and documenting taxa in 3D is a pivotal step towards creating permanent digital records of life on Earth.2270 245 - Some of the metrics are blocked by yourconsent settings
DatasetPublication 3D meshes data for Raptor talon shape and biomechanics3D digital models reconstructed from CT scans of museum specimens. All specimens are located in Australian Museum, Sydney. Aegypius monachus is located at BSPG Museum in Munich, Germany.3631 47 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessConference Publication70 years of small ruminant research in Fiji: Review and current challengesSheep and goats have been produced in Fiji from as early as the 1840s and the country currently has the largest small ruminant production of all Pacific Island Countries. The first local research on small ruminants started in the 1950s. Over the decades the small ruminant production systems have been influenced by numerous challenges but remained an integral part of agricultural production systems in Fiji.
A database search was performed to better understand technologies tested and developed in local small ruminant research activities. Historic literature reviews and additional grey literature were considered additionally. The available published literature was systematically reviewed identifying technologies that have been adopted and persisted over time. Factors fostering or constraining their adoption were assessed. In addition, several key informant interviews revealed current challenges and developments of small ruminant research, and extension, in Fiji.
Four main drivers of the institutional environment for small ruminant research in Fiji have been identified. Among them, the Ministry of Agriculture of Fiji has traditionally been a proponent of small ruminant research to this day. Its efficiency in delivering research outcomes has fluctuated greatly over time.
Results revealed that key production system aspects have also been the focal areas of small ruminant research in Fiji with a strong focus on gastro-intestinal parasite management, breeding and forage development. The development of the Fiji Fantastic sheep breed has been a concerted success of the research and extension system and remains of great importance.
Conclusions from the literature review and key informant interviews include that many of the current challenges have remained unchanged since the beginning of small ruminant production in Fiji. The government is trying to find new ways to support the development of the local small ruminant sector. An aging farming population, the status of small ruminant production compared to other agricultural activities, low accessibility of small ruminant technologies and traditional land lease systems remain substantial impediments.
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Conference PublicationPublication 356 1 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessJournal ArticleAbattoir Factors Influencing the Incidence of Dark Cutting in Australian Grain-Fed Beef(MDPI AG, 2021-02-10); ; ;Bowler, D ;Gonzalez-Rivas, P A ;Tarr, G ;Warner, R D ;Dunshea, F R; The aim of this study was to evaluate the effect of carcass traits, lairage time and weather conditions during lairage and abattoir factors that impact the incidence of dark cutting in 142,228 grain-fed carcasses, as defined by Meat Standards Australia (MSA) guidelines. This study was conducted over a 12-month period analysing data from cattle that were supplied from seven feedlots and processed at three abattoirs. Abattoir data indicated that the average incidence of dark cutting within the study was 2.8%. Increased wind speeds (WSs) and rain during lairage at the abattoir was associated with an increased risk of dark cutting, whereas variation in ambient temperature and/or relative humidity did not influence dark cutting. Heavier carcasses with whiter fat, larger hump heights, more rib fat, higher marble scores and lower ossification had lower incidences of dark cutting. The factors abattoir, time in lairage, time to grading and grader within Abattoir had significant effects on the incidence of dark cutting. The results from this study suggest that reducing the time in lairage and increasing the time between slaughter and grading are the two major ways to reduce dark cutting in MSA carcasses.1206 172 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessJournal ArticleAbdominal contents reveal Cretaceous crocodyliforms ate dinosaurs(Elsevier BV, 2022); ; ; ; ;Birch, Sienna A ;Bevitt, Joseph J ;Molnar, Ralph E ;Cook, Alex G; Elliott, David ACrocodylians are among Earth’s most successful hyper-carnivores, with their crocodyliform ancestors persisting since the Triassic. The diets of extinct crocodyliforms are typically inferred from distinctive bite-marks on fossil bone, which indicate that some species fed on contemporaneous dinosaurs. Nevertheless, the most direct dietary evidence (i.e. preserved gut contents) of these interactions in fossil crocodyliforms has been elusive. Here we report on a new crocodyliform, Confractosuchus sauroktonos gen. et sp. nov., from the Cenomanian (92.5–104 Ma) of Australia, with exceptionally preserved abdominal contents comprising parts of a juvenile ornithopod dinosaur. A phylogenetic analysis recovered Confractosuchus as the sister taxon to a clade comprising susisuchids and hylaeochampsids. The ornithopod remains displayed clear evidence of oral processing, carcass reduction (dismemberment) and bone fragmentation, which are diagnostic hallmarks of some modern crocodylian feeding behaviour. Nevertheless, a macro-generalist feeding strategy for Confractosuchus similar to extant crocodylians is supported by a morphometric analysis of the skull and reveals that dietary versatility accompanied the modular assembly of the modern crocodylian bauplan. Of further interest, these ornithopod bones represent the first skeletal remains of the group from the Winton Formation, previously only known from shed teeth and tracks, and may represent a novel taxon.
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Publication Open AccessJournal ArticleAbductive statistical methods improve the results of calibration curve bioassays: An example of determining zinc bioavailability in broiler chickens(Zhongguo Xumu Shouyi Xuehui,Chinese Association of Animal Science and Veterinary Medicine, 2022-09); ;Billard, Lynne; ; ; In this paper, we discuss the theory behind calibration curve experiments and their application to a zinc (Zn) bioavailability study with broiler chickens. Seven replicates of 16 male commercial broiler chicks were fed starter diets for 14 days. Six diets had different levels of a potential Zn source and one was a positive control with standard industry levels of Zn for comparison. Four commonly used methods of calculating bioavailability means and confidence intervals (CI) from a calibration curve (standard curve) experiment to estimate the bioavailability of a new zinc source in broiler chickens were compared. The methods compared were the following: 1) the Counter-Intuitive Method uses a multiple-range test to compare unknown test and standard samples; 2) the Intuitive Method uses standard linear regression and inverts the equation to predict Zn bioavailability for each replicate of test samples; 3) the Abductive Method uses Graybill's Equation, based on theory and observation, to estimate CI's; and 4) the Sophistic Method uses reverse regression, and calculates Zn bioavailability values directly from the equation. The Counter-Intuitive Method only gives information about which standards the test samples are, or are not, significantly different from respectively (average available Zn not predicted). The Intuitive Method ignores error about the standard curve and theoretically cannot estimate the CI directly (X̄±SEM = 107.5 ± 15.8 mg Zn/kg). The Sophistic Method underestimates and overestimates the test sample mean values above and below the mean of the standards, respectively (X̄ = 96.6 mg Zn/kg). The Abductive Method has an advantage over the other methods: The mean prediction estimation is consistent with theory (107.5 ± 6.1 mg Zn/kg; X̄±SEM). When test or "unknown" samples are near the mean of the standard samples, the CI is smaller than when near the extremes of the calibration curve. When calibration curve error is small (R2 > approximately 0.95), there is little advantage to using the Abductive Method, but when calibration curve error is larger, as in many bioassays with growing animals, the Abductive Method improves the accuracy of the CI calculations. The Abductive Method was used to demonstrate the influence of the number of replicate samples on experimental power and cost.
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Journal ArticlePublication Abnormal Extant Xiphosurids in the Yale Peabody Museum Invertebrate Zoology CollectionXiphosurids are an archetypal group of chelicerates with extensive anatomical, physiological, and paleontological documentation. Despite this research, very little information is available concerning abnormal specimens of the group. Here we vastly increase the number of documented abnormal extant xiphosurids by identifying 17 specimensshowing a range of abnormalities on the appendages, cephalothorax, thoracetron, and telson. These specimens include all extant species and the first documentation of abnormal Carcinoscorpius rotundicauda. We note that previous suggestions that the telson was the most commonly abnormal body part may reflect a speciesspecific bias and propose increased use of museum collections to understand these iconic organisms and their abnormalities.1940 9 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessJournal ArticleAbnormal xiphosurids, with possible application to Cambrian trilobitesXiphosurida comprise an archetypal arthropod group of considerable interest to both biological and palaeontological researchers. This appeal is generated by a combination of unique anatomical features, utility as modern analogues for extinct arthropod groups, and an impressive fossil record. Although xiphosurids have been extensively studied, there are few published examples of abnormal specimens. Abnormalities in xiphosurids have mostly been attributed to injuries (either self-inflicted, from mating, or predation) or teratologies (developmental and genetic malfunctions). Here we summarise all previously recorded extant xiphosurid abnormalities and describe new examples of injuries and teratologies to Limulus polyphemus and Tachypleus tridentatus. Furthermore, we present the first evidence of injured fossil xiphosurids: Euproops danae and Mesolimulus walchi. We identify two main groups of telson teratologies and document new ‘U’ shaped cephalothoracic injuries to the anterior cephalothoracic margins of L. polyphemus and T. tridentatus. We show ‘V’ and ‘W’ shaped injuries to E. danae and M. walchi cephalothoracic sections. A further specimen of E. danae is described, which likely represents plastic deformation of a recently moulted exoskeleton, rather than an abnormality sensu stricto. We compare injuries on extant xiphosurids to extinct Cambrian trilobite injuries to suggest that rare cephalic injuries to trilobites were incurred during soft-shelled exoskeletal stages. Reviewing xiphosurid injuries through time is a pivotal step towards understanding how Recent and extinct arthropods responded to injuries.1698 347 - Some of the metrics are blocked by yourconsent settings
Thesis Masters ResearchPublication Aboriginal Burning in South Eastern Australia: Lessons from Brush Turkey(University of New England, 2021-03-02) ;Hooper, Shaun Boree; ; ; Aboriginal Communities are continuing to revitalise Aboriginal Burning to reinstate it in the broader landscape. While Aboriginal Burning Practices and the theoretical frameworks have the potential to assist in the management of bushfire and biodiversity threats, Western Scientists continue to misconstrue these Aboriginal practices and theory.
Using a Theory of Wiradjuri Knowledge (or Aboriginal Science) I apply it to an understanding of how Knowledge is emerged to ngadhuringa ‘Caring for’ the Land through Reciprocal Obligations. Through critically reviewing the concept of Cultural Loss I show how the concept of Cultural Change fits the evidence better. With the general preconception of what is termed ‘Traditional Knowledge’ which does not truly represent what is happening, Aboriginal Mob struggle to present our understandings of Cultural Burning in a way that meets the general template of this ‘traditional Knowledge’ and so is undervalued by land managers and related Scientists.
The three practical and theoretical problems this thesis addresses are: Western Science destabilises Aboriginal knowledge; how Aboriginal Mobs’ Land and Sea Management is impacted by past cultural change; and how cultural ways are required to intellectualise Aboriginal burning practices. In this way our Ancestors, particularly Brush Turkey guides our understandings. I have developed a research approach for creating change within Western models of Aboriginal Burning as an insurgent act of challenging existing paradigms.
From this way of understanding the Cultural Practice of Aboriginal Cultural Burning, I created a model of Aboriginal Cultural burning to inform the debate and inform the practice of Cultural Burning. The model is based on the nature of Aboriginal concepts of the cosmos and how the contributions of the Ancestors, including Brush Turkey, emerged from the landscape, Dhuruwirra.
By reenvisaging Aboriginal Cultural Practice as Aboriginal Science we can empower this Aboriginal Cultural Practice as an Alternative Knowledge Source for management of Country. My approach is that emergent methodologies provide a space for developing these ideas. In Aboriginal Societies, knowledge is emerged out of Country through sharing relationships with Human and NonHuman things.
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Conference PublicationPublication Absolute quantification of Marek's disease virus serotype 2 (MDV2) using real-time polymerase chain reaction and its application to field dust samples(University of Sydney, Poultry Research Foundation, 2006); ; ;Islam, AminulMethods for taqman real-time PCR assays to detect the three serotypes of MDV are available (Islam et al., 2004), and an absolute quantification has been developed for MDV serotype 1 and serotype 3. The development of a method for absolute quantification of Marek's disease virus serotype 2 (MDV2) is described in this paper. Thus, it is now possible to perform qPCR assays for all three serotypes ofMDV on a sample. Absolute quantification of MDV2 in dust samples from poultry farms across Australia in a preliminary study, revealed the presence of MDV2 in 13 of 30 samples tested.1410 1 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessConference PublicationAbundance of 'Helicoverpa' host plants in inland Australia before and after the Millennium Drought(Australian Association of Cotton Scientists, 2017); ; Le Mottee, KrisA thirty year study of the ecology of 'Helicoverpa' spp. in inland Australia (see abstract for the presentation by Peter Gregg) has provided a comprehensive picture of short and long term changes in host plant abundance in different inland habitats (floodplains, grasslands, acacia shrublands, chenopod shrublands, sandy deserts and stony downs). The presence or absence of known host plants for Helicoverpa spp. was recorded at over 3,300 randomly selected sites in inland Australia. The Millenium Drought in 2001-2009 which severely affected southeast Australia(Van Dijk et al. 2013, Water Resour. Res.,49, 1040-1057) significantly affected host plant abundance in the acacia shrublands and to a lesser extent in the grasslands.2617 - Some of the metrics are blocked by yourconsent settings
Thesis DoctoralPublication Abundance of Pest and Beneficial Macro-Invertebrates in Crop and Non-Crop Habitats Under Contrasting Insecticide Management Regimes in an Irrigated Cotton Landscape(University of New England, 2020-07-24); ; ; ; ; Schellhorn, NancyBeneficial and pest invertebrates occur in irrigated cotton crops and in the surrounding landscape. Thus, farming and landscape management are inextricably linked in the challenge to encourage beneficial invertebrate survival and pest suppression. Cotton production has advanced recently in the cultivation of genetically modified cotton, areawide crop management and a reduction in reliance on insecticides. All these strategies contribute to enhancing the number of beneficial invertebrates and reducing the prevalence of pests in cotton crops. Beneficial and pest invertebrates also appear in other common winter crops such as wheat. However, only a small body of research has been conducted on the landscape-wide abundance of beneficial and pest invertebrates, and even less attention has been given to the non-crop habitat near to cotton crops that may play an essential role in beneficial and pest invertebrate abundance in cotton.
This study was undertaken in a cotton-growing area in the Namoi Valley near Boggabri, in northern New South Wales, and an a landscape matrix including riparian river red gum (Eucalyptus camaldulensis) woodland, poplar box (E. populnea) woodland, and native grassland dominated by weeds such as Ammi majus, Aster subulatus, Avena fatua, Bromus catharticus, Cynodon dactylon, Urochloa panicoides and Rapistrum rugosum. Gaining an understanding of beneficial and pest invertebrate abundance and their response to different habitat types requires careful consideration of sampling strategy because of the variety of taxa and different habitats to be studied. With regard to sampling strategy, we compared two sampling methods (beat box and D-vacuum) for sampling key pest and beneficial invertebrates in different habitats. The aim of the first experiment was to evaluate the efficacy of the D-vac and beat box in sampling different invertebrate taxa in different vegetation types. The beat box sampling technique with four beats and six subsamples (the level of sampling effort required at each site in each vegetation type) were sufficient to capture the principal beneficial invertebrate taxa (ants, spiders, blue and red beetles, lady beetles and lacewings) and principal pest invertebrates (leafhoppers, apple dimpling bugs, red-shouldered leaf beetles, peanut scarab beetles, brown flea beetles, cotton seed bugs, flower beetles, mirids, Rutherglen bugs and aphids).
The aim of the second experiment was to examine invertebrate abundance and irrigated cotton yields associated with changing farm management over time. Five years of beatsheet sampling was conducted on three farms near Boggabri NSW, from the beginning to the end of each summer cotton growing season 2009 till 2014. Beneficial invertebrates were significantly more abundant in the 2013/14 season than in the 2009/10 season, while pest invertebrates were significantly more abundant in 2009/10 than 2013/14. In addition, cotton yields were significantly greater in 2013/14 than 2009/10. These changes were associated with avoidance of insecticide use in cotton over the 5 years, which was valuable for increasing beneficial numbers and suppressing pests in cotton and led to greater yield.
The aim of the next experiment was to determine the role of woody native vegetation and weedy native grassland in influencing the abundance of pests and beneficial invertebrates in irrigated cotton crops and the impact of farm management (conventional vs low-insecticide management) on these interactions. Beneficial invertebrates; ants (Hymenopteran), spiders (Araneae), blue and red beetles Tectocoris diophthalmus and lady beetles (Coccinellidae) and pest invertebrates; leafhoppers (Cicadellidae), apple dimpling bugs (Campylomma liebknechti), red-shouldered leaf beetles (Monolepta australis), peanut scarab beetles (Scarabaeidae), brown flea beetles (Chrysomelidae), cotton seed bugs (Oxycarenus hyalinipennis), flower beetles (Coleoptera), mirids (Miridae) and Rutherglen bugs (Lygaeidae) were sampled with beat box on two different types of farm (low-insecticide management vs conventional management) in different habitats (river red gum and poplar box woodland, weedy native grassland, irrigated cotton and refuge crops) in cotton crops stratified by distance to and amount of close by woody native vegetation. Cotton crops with a larger amount of woody native vegetation nearby on low-insecticide managed farms harboured more beneficial invertebrates than on conventionally managed farms. Cotton crops with a larger amount of woody native vegetation nearby on low-insecticide managed farms harboured less pest invertebrates than conventionally managed farms. Woodland harboured more beneficial invertebrates and less pest invertebrates than weedy native grassland, and woody native vegetation on low-insecticide farms harboured more beneficial than pest invertebrates. Cotton crops close to large amounts of native vegetation harboured more beneficials than pests on both types of farm. These results were due to minimal use of insecticides on three farms, which allowed significantly greater pest suppression by beneficial invertebrates.
The aim of the last experiment was to understand the role of woody native vegetation, weedy grassland and spring wheat crops in influencing the abundance of pest and beneficial invertebrates throughout the year in cotton landscapes in northern NSW characterised by two types of farm management: conventional vs low-insecticide management. Beneficial invertebrates (ants, spiders, blue and red beetles and lady beetles) and pest invertebrates (leafhoppers, apple dimpling bugs, peanut scarab beetles, brown flea beetles, flower beetles, mirids, Rutherglen bugs and aphids) were sampled with the beat box on two different types of farm (low-insecticide management vs conventional management) in different habitats (river red gum and poplar box woodland, weedy native grassland, and rotation wheat crops) over the summer and winter growing seasons. Rotation crops (winter growing season) were stratified by distance to and amount of nearby woody native vegetation. Blue and red beetles were absent from grassland, while aphids, Rutherglen bugs, mirids and red-shouldered beetles were abundant but only occurred in grassland. Generally, beneficial invertebrates in total were more abundant on low-insecticide managed farms than on conventionally managed farms, although not always significantly so. In contrast, pest invertebrates in total were less abundant on farms managed with a low-insecticide regime than on farms managed conventionally, although the difference were not always significant. Rotation crops with a higher amount of woody native vegetation nearby on low-insecticide farms harboured less aphids than conventionally managed farms, and this was similar to the pattern in ant abundance. The differences in pest and beneficial invertebrates among farms were related to the amount of woody native vegetation, grassland and reduced reliance on insecticides.
The results in this thesis will encourage researchers and cotton growers to use the beat box sampling technique to sample invertebrate taxa in different habitats (river red gum and poplar box woodland, weedy grassland, irrigated cotton, refuge crops and rotation wheat crops). However, landscape management through conservation and revegetation of woodland habitats e. g. river red gum and poplar box woodland close to cotton fields is also important for supporting beneficial invertebrate abundance in nearby cotton fields. To protect crops, growers can plant local eucalypt species into weedy grassland to restore woodland habitats, as weedy grassland harbours more pests than beneficial invertebrates. Weeds in grassland are a primary food resource for pest invertebrates, some feeding exclusively in weedy grasslands such as Rutherglen bugs and others preferring weeds when crops are absent, such as mirids. We assumed that pest abundance was high in weedy grassland due to the reduced abundance of beneficial invertebrates and lower predation of pests than in woody native vegetation, as well as due to the feeding preferences of pest invertebrates for weeds in grassland. To manage farms, a reduction in the reliance on insecticides to advantage beneficial invertebrate abundance should lead to environmental benefits as well as increased profit in irrigated cotton production.
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Journal ArticlePublication Abundance, diet and prey selection of arboreal lizards in a grazed tropical woodland(Wiley-Blackwell Publishing Asia, 2018-05); ;Murray, Paul ;Alford, RossSchwarzkopf, LinThe diet of predators is a critical determinant of their ecological effects. Small vertebrate predators of invertebrates are often characterized as diet generalists based on diet descriptions, but few studies examine prey availability to determine whether prey choice occurs. We studied the prey availability in relation to the diet of two common and abundant, but understudied small vertebrates: Gehyra dubia, an arboreal nocturnal gecko, and Cryptoblepharus australis, an arboreal diurnal skink. We sampled lizards in two major woodland habitat types, Reid River box (Eucalyptus brownii) and Silver-leaf ironbark (Eucalyptus melanophloia) and among four cattle grazing regimes (ranging from moderate – heavy stocking). Cryptoblepharus australis were more abundant in the Silver-leaf ironbark habitat, but there was no effect of grazing regime on their abundance. In contrast, G. dubia did not differ significantly in abundance in relation to habitat type, but were more abundant in paddocks with heavier stocking rates. We quantified invertebrate prey available to lizards in these habitats using defined-area searches and light trapping. Invertebrate community composition did not differ significantly between the habitat types or among the four grazing regimes. Although G. dubia and C. australis both occupied the same microhabitats, they were temporally segregated based on their activity times. While both species are apparently habitat generalists, we found that G. dubia and C. australis are selective in their diets. Only half of the invertebrate groups available in the environment occurred in the diets of either lizard species. Both species positively selected Coleoptera (beetles), Araneae (spiders), and Scorpiones (scorpions), and they exhibited high dietary niche overlap (O = 0.97). We suggest the increased availability of the top three preferred prey groups (beetles, spiders, and scorpions) may contribute to the high abundances of G. dubia in heavily grazed areas.956 5 - Some of the metrics are blocked by yourconsent settings
DatasetPublication Acacia of the N.C.W. Beadle Herbarium(1958-12-31) ;Bruhl, JeremyTelford, IanThe 'Acacia (Fabaceae subfam. Mimosoideae) of the N.C.W. Beadle Herbarium' collection aims to contribute to the discovery, description and analysis of this Australian genus of eudicots through collection, exchange, curation and study of high quality herbarium specimens and associated activities and collections based at the N.C.W. Beadle Herbarium and with collaborators. The N.C.W. Beadle Herbarium holds approximately 4,150 specimens of Acacia, nearly all of which were collected in Australia. A small number specimens have been collected in Fiji, Mexico, and New Caledonia. The collection includes approximately 380 distinct species of Acacia. Specimens have been collected from all Australian states and the two main territories. The specimen sheet collection of the N.C.W. Beadle Herbarium is databased and available to registered users for online data entry and data query. Records include most standard herbarium label fields (see http://www.une.edu.au/herbarium/collecting.php) as used across Australia (e.g. http://www.anbg.gov.au/cpbr/herbarium/collecting/field-note-book.html) including name, collector(s), locality and habitat.2070 - Some of the metrics are blocked by yourconsent settings
Journal ArticlePublication Acclimation of leaf photosynthesis and respiration to warming in field-grown wheat(Wiley-Blackwell Publishing Ltd, 2021-07); ;Posch, Bradley C ;Bramley, Helen ;Gaju, Oorbessy ;Richards, Richard A ;Lu, Meiqin ;Ruan, Yong-Ling ;Trethowan, RichardAtkin, Owen KClimate change and future warming will significantly affect crop yield. The capacity of crops to dynamically adjust physiological processes (i.e., acclimate) to warming might improve overall performance. Understanding and quantifying the degree of acclimation in field crops could ensure better parameterization of crop and Earth System models and predictions of crop performance. We hypothesized that for field-grown wheat, when measured at a common temperature (25◦C), crops grown under warmer conditions would exhibit acclimation, leading to enhanced crop performance and yield. Acclimation was defined as (a) decreased rates of net photosynthesis at 25◦C(A25) coupled with lower maximum carboxylation capacity (Vcmax25), (b) reduced leaf dark respiration at 25◦C (both in terms of O2 consumption Rdark_O225 and CO2 efflux Rdark_CO225) and (c) lower Rdark_CO225 to Vcmax25ratio. Field experiments were conducted over two seasons with 20 wheat genotypes, sown at three different planting dates, to test these hypotheses. Leaf-level CO2-based traits (A25, Rdark_CO225 and Vcmax25) did not show the classic acclimation responses that we hypothesized; by contrast, the hypothesized changes in Rdark_O2 were observed. These findings have implications for predictive crop models that assume similar temperature response among these physiological processes and for predictions of crop performance in a future warmer world.
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Publication Open AccessJournal ArticleAccounting for dominance to improve genomic evaluations of dairy cows for fertility and milk production traits(BioMed Central Ltd, 2016); ;Pryce, Jennie E ;Gonzalez-Recio, Oscar ;Cocks, Benjamin GHayes, Ben JBackground: Dominance effects may contribute to genetic variation of complex traits in dairy cattle, especially for traits closely related to fitness such as fertility. However, traditional genetic evaluations generally ignore dominance effects and consider additive genetic effects only. Availability of dense single nucleotide polymorphisms (SNPs) panels provides the opportunity to investigate the role of dominance in quantitative variation of complex traits at both the SNP and animal levels. Including dominance effects in the genomic evaluation of animals could also help to increase the accuracy of prediction of future phenotypes. In this study, we estimated additive and dominance variance components for fertility and milk production traits of genotyped Holstein and Jersey cows in Australia. The predictive abilities of a model that accounts for additive effects only (additive), and a model that accounts for both additive and dominance effects (additive + dominance) were compared in a fivefold cross-validation. Results: Estimates of the proportion of dominance variation relative to phenotypic variation that is captured by SNPs, for production traits, were up to 3.8 and 7.1 % in Holstein and Jersey cows, respectively, whereas, for fertility, they were equal to 1.2 % in Holstein and very close to zero in Jersey cows. We found that including dominance in the model was not consistently advantageous. Based on maximum likelihood ratio tests, the additive + dominance model fitted the data better than the additive model, for milk, fat and protein yields in both breeds. However, regarding the prediction of phenotypes assessed with fivefold cross-validation, including dominance effects in the model improved accuracy only for fat yield in Holstein cows. Regression coefficients of phenotypes on genetic values and mean squared errors of predictions showed that the predictive ability of the additive + dominance model was superior to that of the additive model for some of the traits. Conclusions: In both breeds, dominance effects were significant (P < 0.01) for all milk production traits but not for fertility. Accuracy of prediction of phenotypes was slightly increased by including dominance effects in the genomic evaluation model. Thus, it can help to better identify highly performing individuals and be useful for culling decisions.1572 185 - Some of the metrics are blocked by yourconsent settings
Journal ArticlePublication Accounting for heterogeneity of phenotypic variance in Iranian Holstein test-day milk yield records(Elsevier BV, 2014-09); ;Miraie-Ashtiani, S R ;Moradi Shahrbabak, M ;Urioste, J ISadeghi, MFirst lactation milk yield data consisting of 1,576,102 test-day records for 221,862 Iranian Holstein cows having lactations between 1983 and 2008 were used to study the existence and effect of heterogeneity of variance (HOV) on estimated breeding values and the performance of random regression models (RRMs) with different orders of fit. A pre-correction method based on phenotypic variance, assuming equal heritability for different levels of herd-test date classes and a genetic correlation of one between them, was used to correct for HOV. RRMs with Legendre polynomial functions were used to analyze adjusted and unadjusted records. Some re-ranking of animals occurred from the adjustment, but the correction method only had slight effects on the overall ranking and rank correlations of animals. Data correction had considerable effects on top animals, such that 10% and 17% of top sires and dams, respectively, were replaced from the list of top 1% animals when compared to the homogeneous variance scenario. Application of the adjustment method resulted in slightly higher heritabilities, which may be due to the more accurate estimation of additive genetic effects when HOV is considered. An index consisting of different comparison criteria was used to investigate the effect of HOV on fitting orders of Legendre polynomials and to compare RRMs. In general, the rank of models was improved by increasing the order of fit, but models with smaller orders of fit and correction for HOV performed better than models with higher orders of fit without correction for variance heterogeneity. The results of this research indicate that the accuracy of estimated breeding values may be increased and the genetic progress of the herds could be affected by accounting for HOV as part of genetic evaluations in Iran.1406 1 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessJournal ArticleAccounting for periods of wetness in displacement of 'Fusarium pseudograminearum' from cereal straw(Wiley-Blackwell Publishing Ltd, 2010) ;Lakhesar, Dalvinder Pal Singh; Displacement of pathogenic 'Fusarium' species from cereal residues by other fungi is an important mechanism for the effectiveness of fallows and crop rotations on disease management, as well as in potential biological control. The effect of fluctuating environmental conditions on the rate of displacement was assessed using two different approaches. In the first, wetness durations between 4 and 10 h were simulated by spraying water onto straw inoculated with 'Fusarium pseudograminearum' and antagonists in a greenhouse. For a given cumulative period of wetness, displacement of 'F. pseudograminearum' was generally higher for short (4 h) than longer (10 h) wetting durations, indicating that it was the number of wetting events, rather than their individual durations, that determined the rate of displacement. In the second approach, exponential decay models using thermal time adjusted for rainfall were fitted to published data on survival of Fusarium species in residues. Heat sums calculated from the mean temperature of days on which rain fell, or rainday-degrees (RDD), gave good fits to data from short-term experiments on displacement of 'F. pseudograminearum' by antagonists under natural conditions. RDD and two other indices, decomposition days (DCD) and corrected degree-days (CDD), were equally satisfactory for modelling straw decomposition and mortality of 'Fusarium' in longer term data sets. Such models could be useful for predicting the effects of environmental variation on rotations and biocontrol for 'Fusarium' management in cereals.1285 262 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessConference PublicationAccounting for population structure in genomic prediction of Australian merino sheep(Association for the Advancement of Animal Breeding and Genetics (AAABG), 2017); ; ; The aim of this study was to compare different ways of accounting for population structure for genomic prediction of three economic traits in an Australian Merino sheep population. Population structure was accounted for either by fitting genetic groups (GG) derived from pedigree, or fitting principal components (PCs) calculated from the genomic relationship matrix based on 50k density SNP marker genotypes. Genomic breeding values (GBV) were calculated using genomic best linear unbiased prediction (GBLUP) and the GBV accuracy was evaluated based on 5 fold cross-validation across half-sib families. Best linear unbiased estimation (BLUE) of GG or PC effects were added to the GBV. Results showed that accounting for population structure either by fitting GG or PCs improved the accuracy of genomic prediction. Furthermore, fitting the first two PCs gave a similar accuracy to fitting GG derived from pedigree. The improvement in GBV accuracy after accounting for population structure in studied traits was not high (3.8% when averaged across traits) which may be because the genomic relationship matrix will implicitly account for some of the population structure effect when the GG or PCs are not fitted in analysis. In the case of missing or incomplete pedigrees, PCs can be used to account for population structure and to improve the prediction accuracies.2636 1 - Some of the metrics are blocked by yourconsent settings
Conference PublicationPublication Accounting for selective slaughter over time when estimating breeding values for carcase traits?: A simulation study(Association for the Advancement of Animal Breeding and Genetics (AAABG), 2007); ; Progeny test data used to estimate breeding values (EBVs) of sires for carcase traits may come from measurements taken on animals that have been slaughtered over time based on individual animal market suitability. Confounding between genetic effects and age can result. However, in the current study appropriate adjustment for growth rate resulted in highly accurate sire EBVs for both the slaughtering criteria, namely liveweight, and for a second trait (e.g. a carcase trait) regardless of the genetic correlation between the two traits.1600 - Some of the metrics are blocked by yourconsent settings
Journal ArticlePublication The accumulation of rhizodeposits in organo-mineral fractions promoted biochar-induced negative priming of native soil organic carbon in Ferralsol(Elsevier Ltd, 2018-03); ; ; ;Tavakkoli, Ehsan ;Kimber, Stephen ;Morris, Stephen ;Macdonald, Lynne MOrgano-mineral interactions control the stabilisation of soil organic matter (SOM) in mineral soils. Biochar can enhance these interactions via a range of mechanisms including Al-dominant cation bridging in acidic soils, ligand exchange, H-bonding, and π- π-bonding with polycyclic aromatics. But, field-based evidence of their magnitude is lacking. Here we assessed the role of organo-mineral interactions on the observed biochar-induced negative priming of native soil organic carbon (SOC) in a Ferralsol under annual ryegrass. Using repeated pulse labelling, the magnitude of production and fate of recently photosynthesised 13C was traced amongst: soil plus root respiration, root biomass, soil aggregates and aggregate-associated C fractions. Biochar (Eucalyptus saligna, 450 °C) amendment (30 Mg ha−1 ) increased total belowground 13C recovery by 10% compared to the unamended control over the 12 month sampling period. We detected the greatest quantity of rhizodeposit in the mineral-protected SOM within macroaggregates (250–2000 μm). Through synchrotron-based spectroscopic analysis of bulk soils, we provide evidence of a mechanism for biochar-induced negative priming which is the accumulation of rhizodeposits in organo-mineral (i.e. aggregate-protected and silt/clay-bound) fractions.
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Journal ArticlePublication The accuracy and precision of body mass estimation in non‐avian dinosaursInferring the body mass of fossil taxa, such as non‐avian dinosaurs, provides a powerful tool for interpreting physiological and ecological properties, as well as the ability to study these traits through deep time and within a macroevolutionary context. As a result, over the past 100 years a number of studies advanced methods for estimating mass in dinosaurs and other extinct taxa. These methods can be categorized into two major approaches: volumetric‐density (VD) and extant‐scaling (ES). The former receives the most attention in non‐avian dinosaurs and advanced appreciably over the last century: from initial physical scale models to three‐dimensional (3D) virtual techniques that utilize scanned data obtained from entire skeletons. The ES approach is most commonly applied to extinct members of crown clades but some equations are proposed and utilized in non‐avian dinosaurs. Because both approaches share a common goal, they are often viewed in opposition to one another. However, current palaeobiological research problems are often approach specific and, therefore, the decision to utilize a VD or ES approach is largely question dependent. In general, biomechanical and physiological studies benefit from the full‐body reconstruction provided through a VD approach, whereas large‐scale evolutionary and ecological studies require the extensive data sets afforded by an ES approach. This study summarizes both approaches to body mass estimation in stem‐group taxa, specifically non‐avian dinosaurs, and provides a comparative quantitative framework to reciprocally illuminate and corroborate VD and ES approaches. The results indicate that mass estimates are largely consistent between approaches: 73% of VD reconstructions occur within the expected 95% prediction intervals of the ES relationship. However, almost three quarters of outliers occur below the lower 95% prediction interval, indicating that VD mass estimates are, on average, lower than would be expected given their stylopodial circumferences. Inconsistencies (high residual and per cent prediction deviation values) are recovered to a varying degree among all major dinosaurian clades along with an overall tendency for larger deviations between approaches among small‐bodied taxa. Nonetheless, our results indicate a strong corroboration between recent iterations of the VD approach based on 3D specimen scans suggesting that our current understanding of size in dinosaurs, and hence its biological correlates, has improved over time. We advance that VD and ES approaches have fundamentally (metrically) different advantages and, hence, the comparative framework used and advocated here combines the accuracy afforded by ES with the precision provided by VD and permits the rapid identification of discrepancies with the potential to open new areas of discussion.1223 1 - Some of the metrics are blocked by yourconsent settings
Conference PublicationPublication Accuracy and Precision of Sampling for Worm Egg Count EstimatesBackground: Reliance on faecal worm egg counts (WEC) as the basis for tactical anthelmintic treatment is a critical part of integrated worm control programs for sheep. The importance of WEC highlights the need for sampling that provides a good estimation of the true group mean. The typical approach used in Australia is the collection of ten faecal samples from a mob of sheep which could typically contain 200-1000 sheep. The collection of ten samples under these situations accounts for 1-5% of the mob. This study was conducted to test the hypothesis that ten samples may be insufficient to provide an accurate and precise estimate of the true group mean WEC. Methods: Faecal samples were collected on four occasions from all sheep in a single mob of 500 adult Merino ewes in the Northern Tablelands of NSW, Australia. Sampling occurred in 2003 on the following dates: 14th August, 2nd September, 17th September and 2nd November. WEC was determined (1 egg = 60 epg) for each sheep and data entered into a spreadsheet. Ewes were treated with napthalophos and levamisole at recommended rates on 17th September and lambed over a 5-week period starting 24th September. For each date, the requisite number of animals to achieve 4 (20 sheep), 8 (40) and 12% (60) sampling was randomly chosen in-silico and this process repeated a further 4 times to provide 5 random selections from each sampling date. The accuracy and precision of the WEC estimate for each selection group (i.e. 4, 8 or 12%) was calculated. Results: Group mean WEC was 563, 1612, 2605 and 805 epg respectively for the four sampling dates with 'Haemonchus contortus' contributing 43, 54, 70 and 74%. In relation to the true group mean, accuracy of WEC estimates increased from 69 to 73 and to 81% and precision improved from 19 to 17 and to 12% respectively for the three sampling levels. Conclusions: Sampling of 10 animals from commercial mobs may not provide an accurate and precise estimate of the true group WEC mean. Increased level of sampling is more accurate and precise but may not always be practical. The choice of sampling 40 animals may be a practical compromise as it provides for a sampling level of 4-20% in most instances.1167 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessConference PublicationThe Accuracy Obtained from Reference Populations for Genomic Selection(Association for the Advancement of Animal Breeding and Genetics (AAABG), 2019); ; ; For the design of breeding programs it is important to understand how trait measurement translates into selection accuracy. The introduction of genomic selection has created new challenges, in particular in relation to designing reference populations and valuing information sources for their contribution to genetic gain. The accuracy of genomic prediction depends on trait heritability, the number of phenotypes used (on genotyped animals) and the ‘effective number of chromosome segments’ that need to be estimated. The latter parameter is challenging to estimate but can in principle be derived from the variation in relationships between the reference set and the target animal. This paper attempts to validate that theory based on real data, with the aim to develop further insight into the value of a certain reference set for the genomic prediction of a certain target animal.1795 3 - Some of the metrics are blocked by yourconsent settings
Journal ArticlePublication The accuracy of genomic prediction for meat quality traits in Hanwoo cattle when using genotypes from different SNP densities and preselected variants from imputed whole genome sequence(CSIRO Publishing, 2022) ;Bedhane, Mohammed; ; ;Lim, Dajeong ;Park, Byoungho ;Park, Mi Na ;Hee, Roh SeungContext. Genomic prediction is the use of genomic data in the estimation of genomic breeding values (GEBV) in animal breeding. In beef cattle breeding programs, genomic prediction increases the rates of genetic gain by increasing the accuracy of selection at earlier ages. Aims. The objectives of the study were to examine the effect of single-nucleotide polymorphism (SNP) density and to evaluate the effect of using SNPs preselected from imputed whole-genome sequence for genomic prediction. Methods. Genomic and phenotypic data from 2110 Hanwoo steers were used to predict GEBV for marbling score (MS), meat texture (MT), and meat colour (MC) traits. Three types of SNP densities including 50k, high-density (HD), and whole-genome sequence data and preselected SNPs from genome-wide association study (GWAS) were used for genomic prediction analyses. Two scenarios (independent and dependent discovery populations) were used to select top significant SNPs. The accuracy of GEBV was assessed using random cross-validation. Genomic best linear unbiased prediction (GBLUP) was used to predict the breeding values for each trait. Key results. Our result showed that very similar prediction accuracies were observed across all SNP densities used in the study. The prediction accuracy among traits ranged from 0.29 ± 0.05 for MC to 0.46 ± 0.04 for MS. Depending on the studied traits, up to 5% of prediction accuracy improvement was obtained when the preselected SNPs from GWAS analysis were included in the prediction analysis. Conclusions. High SNP density such as HD and the whole-genome sequence data yielded a similar prediction accuracy in Hanwoo beef cattle. Therefore, the 50K SNP chip panel is sufficient to capture the relationships in a breed with a small effective population size such as the Hanwoo cattle population. Preselected variants improved prediction accuracy when they were included in the genomic prediction model. Implications. The estimated genomic prediction accuracies are moderately accurate in Hanwoo cattle and for searching for SNPs that are more productive could increase the accuracy of estimated breeding values for the studied traits.
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Publication Open AccessJournal ArticleAccuracy of Genomic Prediction for Milk Production Traits in Philippine Dairy Buffaloes(Frontiers Research Foundation, 2021) ;Herrera, Jesus Rommel V ;Flores, Ester B; ; The objective of this study was to compare the accuracies of genomic prediction for milk yield, fat yield, and protein yield from Philippine dairy buffaloes using genomic best linear unbiased prediction (GBLUP) and single-step GBLUP (ssGBLUP) with the accuracies based on pedigree BLUP (pBLUP). To also assess the bias of the prediction, the regression coefficient (slope) of the adjusted phenotypes on the predicted breeding values (BVs) was also calculated. Two data sets were analyzed. The GENO data consisting of all female buffaloes that have both phenotypes and genotypes (n = 904 with 1,773,305-days lactation records) were analyzed using pBLUP and GBLUP. The ALL data, consisting of the GENO data plus females with phenotypes but not genotyped (n = 1,975 with 3,821,305-days lactation records), were analyzed using pBLUP and ssGBLUP. Animals were genotyped with the Affymetrix 90k buffalo genotyping array. After quality control, 60,827 single-nucleotide polymorphisms were used for downward analysis. A pedigree file containing 2,642 animals was used for pBLUP and ssGBLUP. Accuracy of prediction was calculated as the correlation between the predicted BVs of the test set and adjusted phenotypes, which were corrected for fixed effects, divided by the square root of the heritability of the trait, corrected for the number of lactations used in the test set. To assess the bias of the prediction, the regression coefficient (slope) of the adjusted phenotypes on the predicted BVs was also calculated. Results showed that genomic methods (GBLUP and ssGBLUP) provide more accurate predictions compared to pBLUP. Average GBLUP and ssGBLUP accuracies were 0.24 and 0.29, respectively, whereas average pBLUP accuracies (for GENO and ALL data) were 0.21 and 0.22, respectively. Slopes of the two genomic methods were also closer to one, indicating lesser bias, compared to pBLUP. Average GBLUP and ssGBLUP slopes were 0.89 and 0.84, respectively, whereas the average pBLUP (for GENO and ALL data) slopes were 0.80 and 0.54, respectively.
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Publication Open AccessConference PublicationAccuracy of Genomic Prediction from Multi-Breed Sheep Reference Population(Association for the Advancement of Animal Breeding and Genetics (AAABG), 2013); ; Genomic estimated breeding values (GEBV) were calculated based on a combination of purebred and crossbred sheep for birth weight, weaning weight and post weaning weight using genomic best linear unbiased prediction (GBLUP). The genomic relationship matrix (G) was calculated based on population wide or breed of haplotype specific allele frequency using the 50k ovine Illumina SNP-chip. The accuracy of genomic prediction was estimated based on the correlation between genomic breeding value and an accurate breeding value based on progeny records. The result showed better genomic prediction accuracy for breeds with higher representation in the combined reference populations. Accuracies slightly decreased when the reference set contained a significant set of additional animals from another breed. This study showed no extra accuracy from across breed information using 50k SNP marker panel. The result showed a small but non-significant increase in accuracy when using breed specific allele frequencies in the calculation of G.2064 6 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessConference PublicationThe Accuracy of Genotype Imputation in Selected South African Sheep Breeds from Australian Reference Panels(Association for the Advancement of Animal Breeding and Genetics (AAABG), 2019-12) ;Nel, C L; ; ;Cloete, S W P; Dzama, KThe cost of genotyping is becoming increasingly affordable but remains an influential factor for determining the SNP-density at which genotyping can proceed. Compared to Australian breeding programs, the South African wool sheep industry represents parallel objectives within similar environments but presently lacks the necessary infrastructure to exploit modern technologies such as genomic selection. The aim of the study was to determine the feasibility of across country imputation as an alternative to high density genotyping on a local basis. Following imputation from a 15k to 50k density, mean accuracy levels of 0.87 and 0.85 were observed in the Merino and Dohne Merino breeds, while the highest levels of accuracy of 0.88 and 0.90 was observed in the Dorper and White Dorper breeds, respectively. The extent of genetic relationships was considered amongst the key factors that limit the ability to impute at an accuracy above 90%, but the observed results suggest that across country imputation could remain useful. Imputation from reference panels genotyped at densities higher than 50k and research into across country prediction is recommended.1958 2 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessJournal ArticleAccuracy of imputation to whole-genome sequence in sheep(BioMed Central Ltd, 2019-01-17) ;Bolormaa, Sunduimijid ;Chamberlain, Amanda J ;Khansefid, Majid ;Stothard, Paul; ;Mason, Brett ;Prowse-Wilkins, Claire P; ; ; ;Daetwyler, Hans DMacLeod, Iona MBackground: The use of whole-genome sequence (WGS) data for genomic prediction and association studies is highly desirable because the causal mutations should be present in the data. The sequencing of 935 sheep from a range of breeds provides the opportunity to impute sheep genotyped with single nucleotide polymorphism (SNP) arrays to WGS. This study evaluated the accuracy of imputation from SNP genotypes to WGS using this reference population of 935 sequenced sheep. Results: The accuracy of imputation from the Ovine Infnium® HD BeadChip SNP (~500 k) to WGS was assessed for three target breeds: Merino, Poll Dorset and F1 Border Leicester×Merino. Imputation accuracy was highest for the Poll Dorset breed, although there were more Merino individuals in the sequenced reference population than Poll Dorset individuals. In addition, empirical imputation accuracies were higher (by up to 1.7%) when using larger multi-breed reference populations compared to using a smaller single-breed reference population. The mean accuracy of imputation across target breeds using the Minimac3 or the FImpute software was 0.94. The empirical imputation accuracy varied considerably across the genome; six chromosomes carried regions of one or more Mb with a mean imputation accuracy of <0.7. Imputation accuracy in five variant annotation classes ranged from 0.87 (missense) up to 0.94 (intronic variants), where lower accuracy corresponded to higher proportions of rare alleles. The imputation quality statistic reported from Minimac3 (R²) had a clear positive relationship with the empirical imputation accuracy. Therefore, by first discarding imputed variants with an R² below 0.4, the mean empirical accuracy across target breeds increased to 0.97. Although accuracy of genomic prediction was less affected by filtering on R² in a multi-breed population of sheep with imputed WGS, the genomic heritability clearly tended to be lower when using variants with an R² ≤0.4. Conclusions: The mean imputation accuracy was high for all target breeds and was increased by combining smaller breed sets into a multi-breed reference. We found that the Minimac3 software imputation quality statistic (R²) was a useful indicator of empirical imputation accuracy, enabling removal of very poorly imputed variants before downstream analyses.2335 202 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessJournal ArticleAccuracy of pedigree and genomic predictions of carcass and novel meat quality traits in multi-breed sheep data assessed by cross-validationBackground: Genomic predictions can be applied early in life without impacting selection candidates. This is especially useful for meat quality traits in sheep. Carcass and novel meat quality traits were predicted in a multi-breed sheep population that included Merino, Border Leicester, Polled Dorset and White Suffolk sheep and their crosses. Methods: Prediction of breeding values by best linear unbiased prediction (BLUP) based on pedigree information was compared to prediction based on genomic BLUP (GBLUP) and a Bayesian prediction method (BayesR). Cross-validation of predictions across sire families was used to evaluate the accuracy of predictions based on the correlation of predicted and observed values and the regression of observed on predicted values was used to evaluate bias of methods. Accuracies and regression coefficients were calculated using either phenotypes or adjusted phenotypes as observed variables. Results and conclusions: Genomic methods increased the accuracy of predicted breeding values to on average 0.2 across traits (range 0.07 to 0.31), compared to an average accuracy of 0.09 for pedigree-based BLUP. However, for some traits with smaller reference population size, there was no increase in accuracy or it was small. No clear differences in accuracy were observed between GBLUP and BayesR. The regression of phenotypes on breeding values was close to 1 for all methods, indicating little bias, except for GBLUP and adjusted phenotypes (regression = 0.78). Accuracies calculated with adjusted (for fixed effects) phenotypes were less variable than accuracies based on unadjusted phenotypes, indicating that fixed effects influence the latter. Increasing the reference population size increased accuracy, indicating that adding more records will be beneficial. For the Merino, Polled Dorset and White Suffolk breeds, accuracies were greater than for the Border Leicester breed due to the smaller sample size and limited across-breed prediction. BayesR detected only a few large marker effects but one region on chromosome 6 was associated with large effects for several traits. Cross-validation produced very similar variability of accuracy and regression coefficients for BLUP, GBLUP and BayesR, showing that this variability is not a property of genomic methods alone. Our results show that genomic selection for novel difficult-to-measure traits is a feasible strategy to achieve increased genetic gain.2143 1 - Some of the metrics are blocked by yourconsent settings
Publication Open AccessJournal ArticleAccurate, Low Cost PM2.5 Measurements Demonstrate the Large Spatial Variation in Wood Smoke Pollution in Regional Australia and Improve Modeling and Estimates of Health CostsThe accuracy and utility of low-cost PM2.5 sensors was evaluated for measuring spatial variation and modeling population exposure to PM2.5 pollution from domestic wood-heating (DWH) in Armidale, a regional town in New South Wales (NSW), Australia, to obtain estimates of health costs and mortality. Eleven 'PurpleAir' (PA) monitors were deployed, including five located part of the time at the NSW government station (NSWGov) to derive calibration equations. Calibrated PA PM2.5 were almost identical to the NSWGov tapered element oscillating microbalance (TEOM) and Armidale Regional Council's 2017 DustTrak measurements. Spatial variation was substantial. National air quality standards were exceeded 32 times from May-August 2018 at NSWGov and 63 times in one residential area. Wood heater use by about 50% of households increased estimated annual PM2.5 exposure by over eight micrograms per cubic meter, suggesting increased mortality of about 10% and health costs of thousands of dollars per wood heater per year. Accurate real-time community-based monitoring can improve estimates of exposure and avoid bias in estimating dose-response relationships. Efforts over the past decade to reduce wood smoke pollution proved ineffective, perhaps partly because some residents do not understand the health impacts or costs of wood-heating. Real-time Internet displays can increase awareness of DWH and bushfire pollution and encourage governments to develop effective policies to protect public health, as recommended by several recent studies in which wood smoke was identified as a major source of health-hazardous air pollution.
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Journal ArticlePublication Achieving no net loss in habitat offset of a threatened frog required high offset ratio and intensive monitoring(Elsevier BV, 2013-01) ;Pickett, Evan J ;Stockwell, Michelle P; ;Garnham, James I ;Pollard, Carla J ;Clulow, JohnMahony, Michael JThe use of habitat offset to mitigate the impact of development on threatened species is becoming increasingly popular. Despite a plethora of theoretical work on the requirements of habitat offset to achieve no net loss, there are very few examples of successful habitat offset programs and monitoring regimes to detect success. We present a case study of a population of the threatened green and golden bell frog (Litoria aurea) which was impacted by urban development through the removal of nine ponds. Development was concurrent with habitat offset and construction of a large number of ponds which resulted in a 19-fold increase in available pond area. Through the use of mark recapture surveys, the population size was determined pre- and post-development. Despite the creation of ponds in the immediate vicinity of the development there was a decrease in the pond area and a measured decline in the population located within the area where the development occurred. However, the overall pond construction program also involved the addition of considerable habitat away from the immediate vicinity of the development which resulted in a 19-fold increase in pond area and an approximate 1.2–3.5-fold increase in population size. No net loss in population size to 95% confidence was achieved only when including all pond construction. This study demonstrated that to achieve no net loss for a habitat offset program can require extensive levels of habitat creation with intensive monitoring to detect it.1342 5 - Some of the metrics are blocked by yourconsent settings
BookPublication Achieving sustainable production of eggs Volume 1: Safety and qualityThe quality of the egg encompasses its chemical composition, nutritional quality as a human food source, sensory qualities including appearance and special nutraceutical benefits for human health. Eggs contain all essential nutrients for human health except for dietary fibre and vitamin C. This volume also discusses handling, packaging and storage of eggs, conditions that affect the quality of the product that reaches the consumer. The microbiological safety of eggs is of paramount importance as eggs have been implicated in outbreaks of food-borne illness, mainly caused by Salmonella. Fortunately, by virtue of its role in nature, the egg possesses many anti-microbial properties, and these properties can be maintained and enhanced for the benefit of consumers. This volume, Achieving sustainable production of eggs Volume 1: Safety and quality, explores the wealth of research addressing these themes.2380 2 - Some of the metrics are blocked by yourconsent settings
BookPublication Achieving Sustainable Production of Eggs Volume 2: Animal Welfare and SustainabilityThe welfare of laying hens is dependent on the provision of appropriate housing, excellent management, high-quality feed, and prevention and appropriate treatment of diseases. This volume, 'Achieving sustainable production of eggs Volume 2: Animal welfare and sustainability', provides a detailed account of laying hens' nutritional requirements and a practical guide to maintaining their health. The welfare of hens is addressed by examining their welfare standards, identifying and discussing welfare issues affecting free-range laying hens, reviewing the welfare costs and benefits of beak trimming, and investigating the management of laying hen flocks with intact beaks. The sustainability of the egg industry is addressed from two perspectives: waste management in egg production and an assessment of the sustainability of organic egg production.2348 2