Various industrial challenges in full scale data handling situations in shipping are considered in this study. These large scale data handling approaches are often categorized as "Big Data" challenges; therefore various solutions to overcome such situations are identified. The proposed approach consists of a marine engine centered data flow path with various data handling layers to address the same challenges. These layers are categorized as: sensor fault detection, data classification, data compression, data transmission and receiver, data expansion, integrity verification, and data regression. The functionalities of each data handling layer with respect to ship performance and navigation information of a selected vessel are discussed and additional challenges that are encountered during this process are also summarized. Hence, these results can be used to develop data analytics that are related to energy efficiency and system reliability applications of shipping.
Various industrial challenges in full scale data handling situations in shipping are considered in this study. These large scale data handling approaches are often categorized as "Big Data" challenges; therefore various solutions to overcome such situations are identified. The proposed approach consists of a marine engine centered data flow path with various data handling layers to address the same challenges. These layers are categorized as: sensor fault detection, data classification, data compression, data transmission and receiver, data expansion, integrity verification, and data regression. The functionalities of each data handling layer with respect to ship performance and navigation information of a selected vessel are discussed and additional challenges that are encountered during this process are also summarized. Hence, these results can be used to develop data analytics that are related to energy efficiency and system reliability applications of shipping.
Using Erddap as a building block in Ireland's Integrated Digital OceanAdam Leadbetter
A presentation to NOAA's Environmental Data Management Workshop (Bethesda, MD, January 2017) on the use of NOAA's Erddap data server tool in Ireland;s Integrated Digital Ocean platform.
A lecture to the National University of Ireland, Galway honours year and masters students in oceanography (14th November 2016) on the basics of marine data management.
Ocean Data Interoperability Platform - Vocabularies: DOIs for NVS Controlled ...Adam Leadbetter
Ocean Data Interoperability Platform
A short presentation as a discussion starter. How might we implement Persistent Identifiers for the SKOS Concepts in hte NERC Vocabulary Server?
A presentation to the Research Vessel Users Workshop at the Marine Institute, Ireland on 28th April 2016. Highlighting recent progress and future directions in managing data from the fleet.
Lecture to the Ocean Teacher Global Academy course on Research Data Management in November 2015. Topics covered include the history of data formats in marine data management; introduction to the Semantic Web and Linked Data; current state of the art in Linked Ocean Data; and future research directions in Linked Data and Big Data combinations.
Let's talk about data: Citation and publicationAdam Leadbetter
Research data management talk delivered at the Marine Institute, Galway, Ireland in November 2015, introducing the concepts of data citation and formal data publication.
A 5-minute lightning talk at the 2015 INFOMAR seminar, highlighting the concept and public demonstrator for Ireland's Digital Ocean concept: moving beyond data cataloguing to a coherent platform for exploring marine data and information.
Vocabulary Services in EMODNet and SeaDataNetAdam Leadbetter
Presentation to the Climate Information Portal (CLIP-C) workshop on developing scientific data portals.
Covering why vocabularies; history of vocabularies in marine data management; overview of vocabulary usage in faceted search
Presentation on Linked Ocean Data given to the joint Centre for Environment Fisheries & Aquaculture Science (CEFAS) / Department for Environment Food & Rural affairs (Defra) Linked Data in the Marine Sector workshop. 1st and 2nd July, Friends House, London.
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Ana Luísa Pinho
Functional Magnetic Resonance Imaging (fMRI) provides means to characterize brain activations in response to behavior. However, cognitive neuroscience has been limited to group-level effects referring to the performance of specific tasks. To obtain the functional profile of elementary cognitive mechanisms, the combination of brain responses to many tasks is required. Yet, to date, both structural atlases and parcellation-based activations do not fully account for cognitive function and still present several limitations. Further, they do not adapt overall to individual characteristics. In this talk, I will give an account of deep-behavioral phenotyping strategies, namely data-driven methods in large task-fMRI datasets, to optimize functional brain-data collection and improve inference of effects-of-interest related to mental processes. Key to this approach is the employment of fast multi-functional paradigms rich on features that can be well parametrized and, consequently, facilitate the creation of psycho-physiological constructs to be modelled with imaging data. Particular emphasis will be given to music stimuli when studying high-order cognitive mechanisms, due to their ecological nature and quality to enable complex behavior compounded by discrete entities. I will also discuss how deep-behavioral phenotyping and individualized models applied to neuroimaging data can better account for the subject-specific organization of domain-general cognitive systems in the human brain. Finally, the accumulation of functional brain signatures brings the possibility to clarify relationships among tasks and create a univocal link between brain systems and mental functions through: (1) the development of ontologies proposing an organization of cognitive processes; and (2) brain-network taxonomies describing functional specialization. To this end, tools to improve commensurability in cognitive science are necessary, such as public repositories, ontology-based platforms and automated meta-analysis tools. I will thus discuss some brain-atlasing resources currently under development, and their applicability in cognitive as well as clinical neuroscience.
Using Erddap as a building block in Ireland's Integrated Digital OceanAdam Leadbetter
A presentation to NOAA's Environmental Data Management Workshop (Bethesda, MD, January 2017) on the use of NOAA's Erddap data server tool in Ireland;s Integrated Digital Ocean platform.
A lecture to the National University of Ireland, Galway honours year and masters students in oceanography (14th November 2016) on the basics of marine data management.
Ocean Data Interoperability Platform - Vocabularies: DOIs for NVS Controlled ...Adam Leadbetter
Ocean Data Interoperability Platform
A short presentation as a discussion starter. How might we implement Persistent Identifiers for the SKOS Concepts in hte NERC Vocabulary Server?
A presentation to the Research Vessel Users Workshop at the Marine Institute, Ireland on 28th April 2016. Highlighting recent progress and future directions in managing data from the fleet.
Lecture to the Ocean Teacher Global Academy course on Research Data Management in November 2015. Topics covered include the history of data formats in marine data management; introduction to the Semantic Web and Linked Data; current state of the art in Linked Ocean Data; and future research directions in Linked Data and Big Data combinations.
Let's talk about data: Citation and publicationAdam Leadbetter
Research data management talk delivered at the Marine Institute, Galway, Ireland in November 2015, introducing the concepts of data citation and formal data publication.
A 5-minute lightning talk at the 2015 INFOMAR seminar, highlighting the concept and public demonstrator for Ireland's Digital Ocean concept: moving beyond data cataloguing to a coherent platform for exploring marine data and information.
Vocabulary Services in EMODNet and SeaDataNetAdam Leadbetter
Presentation to the Climate Information Portal (CLIP-C) workshop on developing scientific data portals.
Covering why vocabularies; history of vocabularies in marine data management; overview of vocabulary usage in faceted search
Presentation on Linked Ocean Data given to the joint Centre for Environment Fisheries & Aquaculture Science (CEFAS) / Department for Environment Food & Rural affairs (Defra) Linked Data in the Marine Sector workshop. 1st and 2nd July, Friends House, London.
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Ana Luísa Pinho
Functional Magnetic Resonance Imaging (fMRI) provides means to characterize brain activations in response to behavior. However, cognitive neuroscience has been limited to group-level effects referring to the performance of specific tasks. To obtain the functional profile of elementary cognitive mechanisms, the combination of brain responses to many tasks is required. Yet, to date, both structural atlases and parcellation-based activations do not fully account for cognitive function and still present several limitations. Further, they do not adapt overall to individual characteristics. In this talk, I will give an account of deep-behavioral phenotyping strategies, namely data-driven methods in large task-fMRI datasets, to optimize functional brain-data collection and improve inference of effects-of-interest related to mental processes. Key to this approach is the employment of fast multi-functional paradigms rich on features that can be well parametrized and, consequently, facilitate the creation of psycho-physiological constructs to be modelled with imaging data. Particular emphasis will be given to music stimuli when studying high-order cognitive mechanisms, due to their ecological nature and quality to enable complex behavior compounded by discrete entities. I will also discuss how deep-behavioral phenotyping and individualized models applied to neuroimaging data can better account for the subject-specific organization of domain-general cognitive systems in the human brain. Finally, the accumulation of functional brain signatures brings the possibility to clarify relationships among tasks and create a univocal link between brain systems and mental functions through: (1) the development of ontologies proposing an organization of cognitive processes; and (2) brain-network taxonomies describing functional specialization. To this end, tools to improve commensurability in cognitive science are necessary, such as public repositories, ontology-based platforms and automated meta-analysis tools. I will thus discuss some brain-atlasing resources currently under development, and their applicability in cognitive as well as clinical neuroscience.
ESR spectroscopy in liquid food and beverages.pptxPRIYANKA PATEL
With increasing population, people need to rely on packaged food stuffs. Packaging of food materials requires the preservation of food. There are various methods for the treatment of food to preserve them and irradiation treatment of food is one of them. It is the most common and the most harmless method for the food preservation as it does not alter the necessary micronutrients of food materials. Although irradiated food doesn’t cause any harm to the human health but still the quality assessment of food is required to provide consumers with necessary information about the food. ESR spectroscopy is the most sophisticated way to investigate the quality of the food and the free radicals induced during the processing of the food. ESR spin trapping technique is useful for the detection of highly unstable radicals in the food. The antioxidant capability of liquid food and beverages in mainly performed by spin trapping technique.
hematic appreciation test is a psychological assessment tool used to measure an individual's appreciation and understanding of specific themes or topics. This test helps to evaluate an individual's ability to connect different ideas and concepts within a given theme, as well as their overall comprehension and interpretation skills. The results of the test can provide valuable insights into an individual's cognitive abilities, creativity, and critical thinking skills
Seminar of U.V. Spectroscopy by SAMIR PANDASAMIR PANDA
Spectroscopy is a branch of science dealing the study of interaction of electromagnetic radiation with matter.
Ultraviolet-visible spectroscopy refers to absorption spectroscopy or reflect spectroscopy in the UV-VIS spectral region.
Ultraviolet-visible spectroscopy is an analytical method that can measure the amount of light received by the analyte.
What is greenhouse gasses and how many gasses are there to affect the Earth.moosaasad1975
What are greenhouse gasses how they affect the earth and its environment what is the future of the environment and earth how the weather and the climate effects.
What is greenhouse gasses and how many gasses are there to affect the Earth.
Ocean Data Interoperability Platform - Big Data
1. ODIP II – Big Data & Model Workflows
September 2015
2. 1. What do we mean by “Big Data”? (Adam)
2. Australian Infrastructure / ODIP-II focus points (Lesley)
3. Data streams and flows (Adam)
4. Model workflows @ CSIRO (Jonathan)
5. Addressing data variety / veracity with GeoLink (Cyndy & Bob)
<BREAK>
6. Discussion
Session overview
7. Big Data
“‘Big Data’ is really about having
more data today than I
had yesterday, such that I need to find and
apply different ways and means of
processing it to meet my funding
deadlines.”
Editor's Notes
Lesley has some focus points
Cyndy will present the US slides
Big Data is a relative term where the volume, velocity and variety of data exceed an organisations storage or compute capacity for accurate and timely decision making