David Stirling
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View article: Intraspecific phenotypic differentiation by habitat depth in deep demersal fish species
Intraspecific phenotypic differentiation by habitat depth in deep demersal fish species Open
Introduction Ocean habitat characteristics change with depth. This is due to physical properties such as light, temperature and hydrostatic pressure, but also species community. In some cases, this generates a boundary (e.g. when light is …
View article: A Semantic Hybrid Temporal Approach for Detecting Driver Mental Fatigue
A Semantic Hybrid Temporal Approach for Detecting Driver Mental Fatigue Open
Driver mental fatigue is considered a major factor affecting driver behavior that may result in fatal accidents. Several approaches are addressed in the literature to detect fatigue behavior in a timely manner through either physiological …
View article: Systematic Review of Tumor Segmentation Strategies for Bone Metastases
Systematic Review of Tumor Segmentation Strategies for Bone Metastases Open
Purpose: To investigate the segmentation approaches for bone metastases in differentiating benign from malignant bone lesions and characterizing malignant bone lesions. Method: The literature search was conducted in Scopus, PubMed, IEEE an…
View article: Population and seascape genomics of a critically endangered benthic elasmobranch, the blue skate <i>Dipturus batis</i>
Population and seascape genomics of a critically endangered benthic elasmobranch, the blue skate <i>Dipturus batis</i> Open
The blue skate ( Dipturus batis ) has a patchy distribution across the North‐East Atlantic Ocean, largely restricted to occidental seas around the British Isles following fisheries‐induced population declines and extirpations. The viabilit…
View article: A policy-based framework for the determination of management options to protect vulnerable marine ecosystems under the EU deep-sea access regulations
A policy-based framework for the determination of management options to protect vulnerable marine ecosystems under the EU deep-sea access regulations Open
Vulnerable marine ecosystems (VMEs) are particularly susceptible to bottom-fishing activity as they are easily disturbed and slow to recover. A data-driven approach was developed to provide management options for the protection of VMEs und…
View article: North Atlantic Basin-Scale Multi-Criteria Assessment Database to Inform Effective Management and Protection of Vulnerable Marine Ecosystems
North Atlantic Basin-Scale Multi-Criteria Assessment Database to Inform Effective Management and Protection of Vulnerable Marine Ecosystems Open
The identification of areas that fit the Food and Agriculture Organization of the United Nations (FAO) criteria to define what constitutes a Vulnerable Marine Ecosystem (VME) has been the main policy driver for the protection of deep-sea e…
View article: North Atlantic basin-scale multi-criteria assessment database to inform management recommendations to protect Vulnerable Marine Ecosystems
North Atlantic basin-scale multi-criteria assessment database to inform management recommendations to protect Vulnerable Marine Ecosystems Open
We applied the International Council for the Exploration of the Sea (ICES) multi criteria assessment (MCA) method for identifying VMEs in the North-East Atlantic (ICES, 2016a,b; Morato et al., 2018) from ATLAS VME database to provide the f…
View article: North Atlantic basin-scale multi-criteria assessment database to inform management recommendations to protect Vulnerable Marine Ecosystems
North Atlantic basin-scale multi-criteria assessment database to inform management recommendations to protect Vulnerable Marine Ecosystems Open
We applied the International Council for the Exploration of the Sea (ICES) multi criteria assessment (MCA) method for identifying VMEs in the North-East Atlantic (ICES, 2016a,b; Morato et al., 2018) from ATLAS VME database to provide the f…
View article: Distribution and thermal niche of the common skate species complex in the north-east Atlantic
Distribution and thermal niche of the common skate species complex in the north-east Atlantic Open
Temperature is one of the most significant variables affecting the geographic distribution and physiology of elasmobranchs. Differing thermal gradients across a species’ range can lead to adaptive divergence and differing developmental tim…
View article: Assessing the environmental status of selected North Atlantic deep-sea ecosystems
Assessing the environmental status of selected North Atlantic deep-sea ecosystems Open
View article: Climate‐induced changes in the suitable habitat of cold‐water corals and commercially important deep‐sea fishes in the North Atlantic
Climate‐induced changes in the suitable habitat of cold‐water corals and commercially important deep‐sea fishes in the North Atlantic Open
The deep sea plays a critical role in global climate regulation through uptake and storage of heat and carbon dioxide. However, this regulating service causes warming, acidification and deoxygenation of deep waters, leading to decreased fo…
View article: Use of species distribution modeling in the deep sea
Use of species distribution modeling in the deep sea Open
In the last two decades the use of species distribution modeling (SDM) for the study and management of marine species has increased dramatically. The availability of predictor variables on a global scale and the ease of use of SDM techniqu…
View article: Assessment of frailty: a survey of quantitative and clinical methods
Assessment of frailty: a survey of quantitative and clinical methods Open
Frailty is a multi-dimensional phenomenon that is defined by various domains; physical, social, psychological and environmental. The physical domain has proven to be essential in the objective determination of the degree of frailty in olde…
View article: Rockall and Hatton: Resolving a Super Wicked Marine Governance Problem in the High Seas of the Northeast Atlantic Ocean
Rockall and Hatton: Resolving a Super Wicked Marine Governance Problem in the High Seas of the Northeast Atlantic Ocean Open
The Hatton-Rockall plateau in the northeast Atlantic Ocean has long been the subject of interest for fishers, prospectors, conservationists, managers, planners, and politicians. As a feature that straddles national and international waters…
View article: Quantitative and non-invasive measurement of exercise-induced fatigue
Quantitative and non-invasive measurement of exercise-induced fatigue Open
Prolonged exercise-induced muscular fatigue adversely affects physical performance. The fatigue increases the risk of sport injuries, whereas early fatigue detection and assessment can prevent injuries. An assessment of the most crucial im…
View article: The role of deep learning and radiomic feature extraction in cancer-specific predictive modelling: a review
The role of deep learning and radiomic feature extraction in cancer-specific predictive modelling: a review Open
This paper reviews objective methods for prognostic modelling of cancer tumours located within radiology images, a process known as radiomics. Radiomics is a novel feature transformation method for detecting clinically relevant features fr…
View article: Identifying the larva of the fan mussel, Atrina fragilis (Pennant, 1777) (Pinnidae)
Identifying the larva of the fan mussel, Atrina fragilis (Pennant, 1777) (Pinnidae) Open
This work was funded by the Scottish Government project SP004 and a MSS PhD studentship to DS. Many thanks are due to the Crews of the MV Alba na Mara (MSS), RV Sir John Murray (SEPA) and the MV Lochnevis (Caledonian Macbrayne) for facilit…
View article: The effect of imputing missing clinical attribute values on training lung cancer survival prediction model performance
The effect of imputing missing clinical attribute values on training lung cancer survival prediction model performance Open
View article: An Event Group Based Classification Framework for Multi-variate Sequential Data
An Event Group Based Classification Framework for Multi-variate Sequential Data Open
Decision tree algorithms were not traditionally considered for sequential data classification, mostly because feature generation needs to be integrated with the modelling procedure in order to avoid a localisation problem. This paper prese…
View article: Oral Presentations
Oral Presentations Open
Background Image guided brachytherapy is well-established for the treatment of gynaecological cancers.ICRU Report 89 recommends delineating the target volume on MR to utilise the superior tumour visualisation.At our centre, a para-axial T2…
View article: Cyclist 360° Alert: Validation of an Instrumented Bicycle Trajectory Reconstruction Mechanism Using Satellite and Inertial Navigation Systems
Cyclist 360° Alert: Validation of an Instrumented Bicycle Trajectory Reconstruction Mechanism Using Satellite and Inertial Navigation Systems Open
Cycling is an increasingly popular mode of travel in cities owing to the great advantages that it offers in terms of space consumption, health and environmental sustainability. However, the number of recent accidents between cyclists and h…
View article: Using verified species distribution models to inform the conservation of a rare marine species
Using verified species distribution models to inform the conservation of a rare marine species Open
Aim Given the paucity of data on the distribution of habitats and species for most marine species, particularly those that are rare and in need of protection, there is a need to model species distributions. Using the fan mussel, Atrina fra…
View article: Measurement of Ultra Wideband Channel Sounding Using a Vector Network Analyzer
Measurement of Ultra Wideband Channel Sounding Using a Vector Network Analyzer Open
In this paper, we analyze the measurement of ultra wideband (UWB) noise channels in different indoor environments. All measurements are done using a vector network analyzer (VNA) which allows us to measure the noise channel transfer functi…
View article: Flow category landslide susceptibility modelling of the Sydney Basin
Flow category landslide susceptibility modelling of the Sydney Basin Open
University of Wollongong Landslide Research Team has completed a GIS-based Landslide Susceptibility model for the entire Sydney Basin region. According to the Australian Bureau of Statistics and the 2011 Census data, the population within …