FAIRsharing is an informative and educational resource on interlinked standards, databases and policies, three key elements of the FAIR ecosystem. FAIRsharing is adopted by funders, publishers and communities across all research disciplines. It promotes the existence and value of these resources to aid data sharing and consequently requires a high standard of curation to ensure accurate and timely information is provided for all of our stakeholder groups. Here we discuss the methods employed and challenges faced during curation and maintenance of existing content as well as the introduction of new features. We will describe how our curation team uses a blend of manual and semi-automated curation to work on individual records and across large subsets of the registry. We also will discuss the benefits of both in-house curation and community-driven curation provided by our stakeholder groups.
The basics (and best bits) of Google Analytics - 2017 Edition Adam Vincenzini
This top line mini-guide provides readers with a jargon-free summary of Google Analytics in 2017 and how to get started with it as a tool. It is recommended for newbies and beginners.
How to create an SEO data-driven content strategyKevin Gibbons
Everyone knows content is king, but often it can get undervalued as part of your SEO strategy.
Investing in content is hugely important to attract and convert potential customers from organic search.
In my experience of doing SEO, this is often where the biggest wins / real long-term growth comes from.
This is a deck I delivered last year on how to create an SEO data-driven content strategy.
SEO Service Corp (SSC) provides free preliminary SEO audit reports of websites upon request. The report is worth $799 in the market. Here is a sample audit report for reference. Visit our website to request a free audit report of your website and identify opportunities for enhancing your visibility.
Crafting an SEO Strategy That WORKS [Case Study]Ryan Stewart
Follow along as I review a recent client case study where we tackled complex business problems and translated them into a scalable SEO strategy that drove a 290% increase in organic traffic.
Johan von HülsenJohan von Hülsen
Wingmen Online MarketingInterne Verlinkung ist einer der wichtigsten Hebel besonders für große Seiten. Aber: Die interne Verlinkung einer Domain zu analysieren, kann einem auch einen ganz neuen Blick auf die Struktur der Seite geben. Mit den richtigen Metriken und Darstellungen lernst du deine Domain ganz neu kennen und findest neue Hebel zur Optimierung. Du bist der Meinung, dass du schon alles in Sachen interner Verlinkung rausgeholt hast? Dann ist das hier dein Vortrag!
The basics (and best bits) of Google Analytics - 2017 Edition Adam Vincenzini
This top line mini-guide provides readers with a jargon-free summary of Google Analytics in 2017 and how to get started with it as a tool. It is recommended for newbies and beginners.
How to create an SEO data-driven content strategyKevin Gibbons
Everyone knows content is king, but often it can get undervalued as part of your SEO strategy.
Investing in content is hugely important to attract and convert potential customers from organic search.
In my experience of doing SEO, this is often where the biggest wins / real long-term growth comes from.
This is a deck I delivered last year on how to create an SEO data-driven content strategy.
SEO Service Corp (SSC) provides free preliminary SEO audit reports of websites upon request. The report is worth $799 in the market. Here is a sample audit report for reference. Visit our website to request a free audit report of your website and identify opportunities for enhancing your visibility.
Crafting an SEO Strategy That WORKS [Case Study]Ryan Stewart
Follow along as I review a recent client case study where we tackled complex business problems and translated them into a scalable SEO strategy that drove a 290% increase in organic traffic.
Johan von HülsenJohan von Hülsen
Wingmen Online MarketingInterne Verlinkung ist einer der wichtigsten Hebel besonders für große Seiten. Aber: Die interne Verlinkung einer Domain zu analysieren, kann einem auch einen ganz neuen Blick auf die Struktur der Seite geben. Mit den richtigen Metriken und Darstellungen lernst du deine Domain ganz neu kennen und findest neue Hebel zur Optimierung. Du bist der Meinung, dass du schon alles in Sachen interner Verlinkung rausgeholt hast? Dann ist das hier dein Vortrag!
Fundamentals of Google Ads, Conversion Tracking AdWords, Google Ads Search, Google Ads Principles, Campaign Types, Optimize Ads for Mobile, Expanded Text Ads Overview, Ad Extentions.
This is the way I like to present my web traffic reports.
Please if you have any doubt of comment share it with me, it will help to improve my work.
Thank you very much!!
E
PS: It looks better if you download it ;)
Ecommerce SEO - How to Prepare for 2023 - Himani Kankaria.pdfHimani Kankaria
Ecommerce SEO in 2023 is critical with many Google algorithm updates, product feature launches, and economic downturns. Himani Kankaria discusses how you can be ready for sustainable organic growth for your eCommerce website in 2023.
For eCommerce SEO consulting by Himani Kankaria, visit - https://missivedigital.com/ecommerce-seo/
Connect with her on LinkedIn - https://www.linkedin.com/in/himanikankaria/
Follow her on Twitter - https://twitter.com/himani_kankaria
BrightonSEO October 2022 - Dan Taylor SEO - Indexing Ecommerce WebsitesDan Taylor
The thing is, we’re hitting an indexing ceiling.
The internet advanced at a quick rate as it had all of human history to be written about and featured; now aside from some small niches and edge cases, we’re regurgitating the same content, the same “how to” guides, and the same products and information.
I delivered this presentation to MSc Digital Marketing class of "The UCD Michael Smurfit Graduate Business School - University College Dublin" in February 2015.
The presentation covers some basics and fundamental information about Google Analytics.
Monthly SEO Report sample that shows how a report should be like. In a SEO Monthly Report all the activities that targets audience should be maintioned in graphical as well as in table form. To make it easier for a non-technical person you may add some description for every graph/phase/table.
In this Sample report all the monthly traffic along with keywords (old & newly added) has been provided.
Brighton SEO: Self Esteem Optimisation - The most important type of SEO - Lou...Louise Ali
Do you like and value yourself? Do you show yourself kindness and forgiveness? Do you feel strong and energised? You might not be able to answer yes to all those questions all the time – it’s at those moments that you are lacking self-esteem.
And when you’re lacking in self-esteem, how can you possibly achieve your full potential?
In this session Lou is going to take a look at the importance of believing in yourself and share some tools and tips she’s picked up that will help you understand a bit more about who you are, why you are the way you are, and things you can do build confidence in yourself and your team. It’s these practices which have helped Lou improve as an individual AND as a colleague and leader, so even if you don't think this talk is right for you RIGHT NOW, it could help you help your co-workers and your future self. Lou isn’t a qualified counsellor or therapist, so she’ll approach this talk as an ex-patient. Someone who’s been there, had the therapy, got the t-shirt and wants to share it all with you with a goal of helping the entire industry be better and feel better about themselves.
A Whirlwind tour of the FAIR Principles, ELIXIR, and FAIRsharing in the conte...Allyson Lister
The slides used for a lecture given at the University of York, where I introduced the FAIR principles and FAIRsharing, and put them in the context of ELIXIR and ELIXIR UK. FAIRsharing is an informative and educational resource on interlinked standards, databases and policies, three key elements of the FAIR ecosystem. FAIRsharing is adopted by funders, publishers and communities across all research disciplines. It promotes the existence and value of these resources to aid data discovery, interoperability and sharing across all of our stakeholder groups. Here we discuss how FAIRsharing can be searched and updated by our user community, and how you can make the best use out of it as part of a broader data management infrastructure.
AgBioData and FAIRsharing: FAIRsharing: promoting the discovery of data stand...Allyson Lister
Video of this presentation: https://www.youtube.com/watch?v=nNl1oUvWYJE&t=240s
FAIRsharing is an informative and educational resource on interlinked standards, repositories and policies, three key elements of the FAIR ecosystem. FAIRsharing promotes the existence and value of these standards, repositories and policies, fostering a culture change within the research community into one where the use of these resources for FAIRer data is pervasive and seamless. This is achieved by guiding consumers to discover, select and use these resources with confidence, and helping producers to make their resources more visible, more widely adopted and cited. This presentation will highlight key collaborative, successful activities as well as next steps within FAIRsharing. It will also provide information on how to become a recommended repository in FAIRsharing and how to use FAIRsharing to engage with your stakeholders as well as with journal publishers and their data policies.
Fundamentals of Google Ads, Conversion Tracking AdWords, Google Ads Search, Google Ads Principles, Campaign Types, Optimize Ads for Mobile, Expanded Text Ads Overview, Ad Extentions.
This is the way I like to present my web traffic reports.
Please if you have any doubt of comment share it with me, it will help to improve my work.
Thank you very much!!
E
PS: It looks better if you download it ;)
Ecommerce SEO - How to Prepare for 2023 - Himani Kankaria.pdfHimani Kankaria
Ecommerce SEO in 2023 is critical with many Google algorithm updates, product feature launches, and economic downturns. Himani Kankaria discusses how you can be ready for sustainable organic growth for your eCommerce website in 2023.
For eCommerce SEO consulting by Himani Kankaria, visit - https://missivedigital.com/ecommerce-seo/
Connect with her on LinkedIn - https://www.linkedin.com/in/himanikankaria/
Follow her on Twitter - https://twitter.com/himani_kankaria
BrightonSEO October 2022 - Dan Taylor SEO - Indexing Ecommerce WebsitesDan Taylor
The thing is, we’re hitting an indexing ceiling.
The internet advanced at a quick rate as it had all of human history to be written about and featured; now aside from some small niches and edge cases, we’re regurgitating the same content, the same “how to” guides, and the same products and information.
I delivered this presentation to MSc Digital Marketing class of "The UCD Michael Smurfit Graduate Business School - University College Dublin" in February 2015.
The presentation covers some basics and fundamental information about Google Analytics.
Monthly SEO Report sample that shows how a report should be like. In a SEO Monthly Report all the activities that targets audience should be maintioned in graphical as well as in table form. To make it easier for a non-technical person you may add some description for every graph/phase/table.
In this Sample report all the monthly traffic along with keywords (old & newly added) has been provided.
Brighton SEO: Self Esteem Optimisation - The most important type of SEO - Lou...Louise Ali
Do you like and value yourself? Do you show yourself kindness and forgiveness? Do you feel strong and energised? You might not be able to answer yes to all those questions all the time – it’s at those moments that you are lacking self-esteem.
And when you’re lacking in self-esteem, how can you possibly achieve your full potential?
In this session Lou is going to take a look at the importance of believing in yourself and share some tools and tips she’s picked up that will help you understand a bit more about who you are, why you are the way you are, and things you can do build confidence in yourself and your team. It’s these practices which have helped Lou improve as an individual AND as a colleague and leader, so even if you don't think this talk is right for you RIGHT NOW, it could help you help your co-workers and your future self. Lou isn’t a qualified counsellor or therapist, so she’ll approach this talk as an ex-patient. Someone who’s been there, had the therapy, got the t-shirt and wants to share it all with you with a goal of helping the entire industry be better and feel better about themselves.
A Whirlwind tour of the FAIR Principles, ELIXIR, and FAIRsharing in the conte...Allyson Lister
The slides used for a lecture given at the University of York, where I introduced the FAIR principles and FAIRsharing, and put them in the context of ELIXIR and ELIXIR UK. FAIRsharing is an informative and educational resource on interlinked standards, databases and policies, three key elements of the FAIR ecosystem. FAIRsharing is adopted by funders, publishers and communities across all research disciplines. It promotes the existence and value of these resources to aid data discovery, interoperability and sharing across all of our stakeholder groups. Here we discuss how FAIRsharing can be searched and updated by our user community, and how you can make the best use out of it as part of a broader data management infrastructure.
AgBioData and FAIRsharing: FAIRsharing: promoting the discovery of data stand...Allyson Lister
Video of this presentation: https://www.youtube.com/watch?v=nNl1oUvWYJE&t=240s
FAIRsharing is an informative and educational resource on interlinked standards, repositories and policies, three key elements of the FAIR ecosystem. FAIRsharing promotes the existence and value of these standards, repositories and policies, fostering a culture change within the research community into one where the use of these resources for FAIRer data is pervasive and seamless. This is achieved by guiding consumers to discover, select and use these resources with confidence, and helping producers to make their resources more visible, more widely adopted and cited. This presentation will highlight key collaborative, successful activities as well as next steps within FAIRsharing. It will also provide information on how to become a recommended repository in FAIRsharing and how to use FAIRsharing to engage with your stakeholders as well as with journal publishers and their data policies.
2022-11-09 National Biodiversity Network Conference - FAIRsharing and Biodive...Allyson Lister
FAIRsharing (https://fairsharing.org/) works closely with its user community to aid discoverability of their data resources and to help enable FAIR data. The relationships we build (both at a social and a data level) are at the core of FAIRsharing, making it an essential part of FAIR research data management. Our collaboration with the biodiversity community is a prime example of the success of such community engagement.
2021 04 Introduction to FAIRsharing - cinecaAllyson Lister
Part of the The “How FAIR are you” webinar series and hackathon, which aim at increasing and facilitating the uptake of FAIR approaches into software, training materials and cohort data, to facilitate responsible and ethical data and resource sharing and implementation of federated applications for data analysis.
More information at
* the webinar page: https://www.cineca-project.eu/news-events-all/how-fair-are-you-hackathon
* the recording of the talk: https://www.youtube.com/watch?v=UdGZOynyuGo
Connecting communities to promote FAIR resources: perspectives from an RDA / ...Allyson Lister
Connecting communities to promote FAIR resources: perspectives from an RDA / EOSC Future Domain Ambassador
https://www.rd-alliance.org/connecting-communities-promote-fair-resources-perspectives-rda-eosc-future-domain-ambassador
As part of Allyson Lister's RDA / EOSC Future Ambassadorship, she has launched the FAIRsharing Content & Community Programme, which brings together discipline experts to curate FAIRsharing content and create FAIR educational material. In return, they are attributed for their efforts, gain expertise and become a part of a network of like-minded data enthusiasts that, as a result of the will continue for years to come. This event will highlight the work of these enthusiastic domain experts, and how they have worked to connect their communities with the material and resources they need. This event will summarise the importance of and challenges facing the RDA and EOSC future in effective community building as well as dissemination of outputs.
These slides were presented at the RDA webinar of the same name on November 22, 2023.
FAIRsharing as a content provider for maDMPAllyson Lister
How FAIRsharing can help provide content for the creation of machine-actionable Data Management Plans.
Part of the DCC's "Machine Actionable DMP Workshop" co-located at the RDA Plenary, March 2023 (https://www.dcc.ac.uk/events)/RDAcolocated_machine_actionable_DMPs
Hilary Hanahoe - The Research Data Alliance in a nutshelldri_ireland
From "A National Approach to Open Research Data in Ireland", a workshop held on 8 September 2017 in National Library of Ireland, organised by The National Library of Ireland, the Digital Repository of Ireland, the Research Data Alliance and Open Research Ireland.
FAIRsharing: discover and curate an ecosystem of research standards and datab...Allyson Lister
FAIRsharing helps many user communities to enhance discoverability of both their resources (databases, standards, policies) and the data they produce. Find out how FAIRsharing can help enable FAIR data as well as findability of resources for the multi-omics domain as part of a presentation for ECCB 2022 (NTB W02) at the "FAIRification of multi-omics metadata" workshop.
FAIRsharing: curation and governance of an ecosystem of research standards an...Allyson Lister
FAIRsharing is an informative and educational resource on interlinked standards (including terminologies), databases and policies, three key elements of the FAIR ecosystem. FAIRsharing is adopted by funders, publishers and communities across all research disciplines. It promotes the existence and value of these resources to aid data sharing and consequently requires a high standard of curation to ensure accurate and timely information is provided across all of our stakeholder groups. Here I discuss the methods employed and challenges faced during curation and maintenance of existing content, as well as the introduction of new features. I will cover how we store machine- and human-accessible metadata, including governance information, and the methods we use to determine what common metadata we should describe. I also will discuss the benefits of both in-house curation and community-driven curation by our stakeholder groups.
A 10 minute presentation for the virtual ELIXIR All Hands Meeting 2020 - FAIRification mini symposium. In this presentation I talk about some of the community work we do in FAIRsharing, from sharing our metadata with other resources to research on data policy repository criteria.
A short presentation I use within my STEM Ambassador work as a simple explanation of DNA, genes and genetics to KS1-KS2. Notes are provided to help with accompanying text for the presentation.
This presentation accompanies my practical for kids where they build sweetie DNA with jelly babies, toothpicks and licorice laces.
Working with Genes: Introduction to DNA, Genes and GeneticsAllyson Lister
A short presentation I use within my STEM Ambassador work as a simple explanation of DNA, genes and genetics to KS1-KS2. Notes are provided to help with accompanying text for the presentation.
EOSC-Life AGM 2022 Publishing FAIR RI data resources in EOSC.pdfAllyson Lister
FAIRsharing uses collections to create community-specific views of the resource descriptions we store and the relationships among them. This talk describes the work by EOSC-Life Work Package 1 to update and enrich the EOSC-Life collection, which groups together all resources created by EOSC-Life partners. Part of the EOSC-Life AGM 2022 (https://www.eosc-life.eu/news/3rd-agm/).
FAIRsharing consists of three registries: data standards, databases and data policies. This short talk focuses on the FAIRsharing data policy registry, and how including your institutional, funder, publisher, journal, society, project in FAIRsharing can improve findability and machine readability of your policy
An introduction to DNA for kids aged about 8, as I originally aimed it at Year 3 (Key Stage 2). This ties to two short practicals: making sweetie DNA and drawing their own chalk masterpiece of "fluorescent bacteria"
Systems Biology Model Semantics and IntegrationAllyson Lister
A short description of my research experiences using OWL to perform semantic data integration and, ultimately, the addition of annotation for systems biology models.
Saint: A Lightweight Model Annotation and Data Integration ToolAllyson Lister
A talk given by Allyson Lister at BioSysBio (http://conferences.theiet.org/biosysbio/) in March 2009. Describes Saint, a lightweight model annotation and data integration tool. You can find out more at http://saint-annotate.sourceforge.net. CellML support is coming soon.
Annotation of SBML Models Through Rule-Based Semantic IntegrationAllyson Lister
This talk was given on June 28, 2009 at the Bio-Ontologies SIG as part of ISMB/ECCB 2009. You can download the paper this presentation is about from http://hdl.handle.net/10101/npre.2009.3286.1. More information on the ISMB conference is available at http://www.iscb.org/ismbeccb2009/ and http://friendfeed.com/ismbeccb2009
Working with Genes: A Presentation for Children (Key Stages 1 and 2)Allyson Lister
This is a presentation I gave in the Fall of 2008 as part of the Teacher Scientist Network at a grammar school in the UK. The slides were used with both Key Stages 1 and 2, with the audio content (i.e. what I said) varying between the two age groups. For non-UK people, Key Stages 1 and 2 cover ages 5-11. For more info, see my post: http://themindwobbles.wordpress.com/2008/11/07/scientist-meets-small-children-and-doesnt-stop-talking-and-listening-all-day/
And for notes on each slide, see http://themindwobbles.wordpress.com/2009/05/20/slides-and-notes-available-on-working-with-genes-presentation-for-kids/
SyMBA (http://symba.sf.net) is a data archive and integrator based on Version 1 of the Functional Genomics Experiment (FuGE, http://fuge.sf.net) Object Model (FuGE-OM), and which archives, stores, and retrieves raw high-throughput data. Until now, few published systems have successfully integrated multiple omics data types and information about experiments in a single database. SyMBA includes a database back-end, expert and standard interfaces, and a Life Science Identifier (LSID) Resolution and Assigning service to identify objects and provide programmatic access to the database. Having a central data repository prevents deletion, loss, or accidental modification of primary data, while giving convenient access to the data for publication and analysis. It also provides a central location for storage of metadata for the high-throughput data sets, and will facilitate subsequent data integration strategies.
We encourage the use, installation and development of SyMBA by other groups. Please let us know if you are interested in using or evaluating SyMBA for use at your own Centre. Contact us: symba-devel at lists.sourceforge.net
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.
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.
DERIVATION OF MODIFIED BERNOULLI EQUATION WITH VISCOUS EFFECTS AND TERMINAL V...Wasswaderrick3
In this book, we use conservation of energy techniques on a fluid element to derive the Modified Bernoulli equation of flow with viscous or friction effects. We derive the general equation of flow/ velocity and then from this we derive the Pouiselle flow equation, the transition flow equation and the turbulent flow equation. In the situations where there are no viscous effects , the equation reduces to the Bernoulli equation. From experimental results, we are able to include other terms in the Bernoulli equation. We also look at cases where pressure gradients exist. We use the Modified Bernoulli equation to derive equations of flow rate for pipes of different cross sectional areas connected together. We also extend our techniques of energy conservation to a sphere falling in a viscous medium under the effect of gravity. We demonstrate Stokes equation of terminal velocity and turbulent flow equation. We look at a way of calculating the time taken for a body to fall in a viscous medium. We also look at the general equation of terminal velocity.
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.
Nucleophilic Addition of carbonyl compounds.pptxSSR02
Nucleophilic addition is the most important reaction of carbonyls. Not just aldehydes and ketones, but also carboxylic acid derivatives in general.
Carbonyls undergo addition reactions with a large range of nucleophiles.
Comparing the relative basicity of the nucleophile and the product is extremely helpful in determining how reversible the addition reaction is. Reactions with Grignards and hydrides are irreversible. Reactions with weak bases like halides and carboxylates generally don’t happen.
Electronic effects (inductive effects, electron donation) have a large impact on reactivity.
Large groups adjacent to the carbonyl will slow the rate of reaction.
Neutral nucleophiles can also add to carbonyls, although their additions are generally slower and more reversible. Acid catalysis is sometimes employed to increase the rate of addition.
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...Travis Hills MN
Travis Hills of Minnesota developed a method to convert waste into high-value dry fertilizer, significantly enriching soil quality. By providing farmers with a valuable resource derived from waste, Travis Hills helps enhance farm profitability while promoting environmental stewardship. Travis Hills' sustainable practices lead to cost savings and increased revenue for farmers by improving resource efficiency and reducing waste.
Phenomics assisted breeding in crop improvementIshaGoswami9
As the population is increasing and will reach about 9 billion upto 2050. Also due to climate change, it is difficult to meet the food requirement of such a large population. Facing the challenges presented by resource shortages, climate
change, and increasing global population, crop yield and quality need to be improved in a sustainable way over the coming decades. Genetic improvement by breeding is the best way to increase crop productivity. With the rapid progression of functional
genomics, an increasing number of crop genomes have been sequenced and dozens of genes influencing key agronomic traits have been identified. However, current genome sequence information has not been adequately exploited for understanding
the complex characteristics of multiple gene, owing to a lack of crop phenotypic data. Efficient, automatic, and accurate technologies and platforms that can capture phenotypic data that can
be linked to genomics information for crop improvement at all growth stages have become as important as genotyping. Thus,
high-throughput phenotyping has become the major bottleneck restricting crop breeding. Plant phenomics has been defined as the high-throughput, accurate acquisition and analysis of multi-dimensional phenotypes
during crop growing stages at the organism level, including the cell, tissue, organ, individual plant, plot, and field levels. With the rapid development of novel sensors, imaging technology,
and analysis methods, numerous infrastructure platforms have been developed for phenotyping.
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptxRASHMI M G
Abnormal or anomalous secondary growth in plants. It defines secondary growth as an increase in plant girth due to vascular cambium or cork cambium. Anomalous secondary growth does not follow the normal pattern of a single vascular cambium producing xylem internally and phloem externally.
Remote Sensing and Computational, Evolutionary, Supercomputing, and Intellige...University of Maribor
Slides from talk:
Aleš Zamuda: Remote Sensing and Computational, Evolutionary, Supercomputing, and Intelligent Systems.
11th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN), Niš, 3-6 June 2024
Inter-Society Networking Panel GRSS/MTT-S/CIS Panel Session: Promoting Connection and Cooperation
https://www.etran.rs/2024/en/home-english/
The Evolution of Science Education PraxiLabs’ Vision- Presentation (2).pdfmediapraxi
The rise of virtual labs has been a key tool in universities and schools, enhancing active learning and student engagement.
💥 Let’s dive into the future of science and shed light on PraxiLabs’ crucial role in transforming this field!
Professional air quality monitoring systems provide immediate, on-site data for analysis, compliance, and decision-making.
Monitor common gases, weather parameters, particulates.
20240520 Planning a Circuit Simulator in JavaScript.pptx
FAIRsharing: curating an ecosystem of research standards and databases
1. CC BY-SA 4.0 International
datareadiness.eng.ox.ac.uk
Allyson Lister, PhD
FAIRsharing - Content and Community Coordinator,
Senior Knowledge Engineer,
ORCiD: 0000-0002-7702-4495
@FAIRsharing_org
contact@fairsharing.org
10.25504/FAIRsharing.2abjs5
NLM Curation at Scale Workshop, 28-30 March 2022
Curating an ecosystem of research standards and databases
2. CC BY-SA 4.0 International
An informative and educational resource, and a service
FAIRsharing provides curated descriptions and relationship graphs of
standards, databases and policies in all disciplines
COMMUNITY STANDARDS
POLICIES
by funders, journals
and other organizations
DATABASES
including repositories
and knowledgebases
Identifiers
Terminologies Guidelines
Formats
3. CC BY-SA 4.0 International
Resource-level
curators are
jacks-of-all-trades,
with an eye for
relationships
Standards, databases
and policies, and the
connections among
them, are constantly
evolving
Scarcity, scope and
mission creep create
curation pressure points
Outreach,
attribution, partial
automation and
flexibility are vital
The challenges we
all face
The solutions we take
come from the
community we serve
Within FAIRsharing, Curation at Scale is the curation of relationships
across resources, organisations and domains
4. CC BY-SA 4.0 International
Resource-level
curators are
jacks-of-all-trades,
with an eye for
relationships
Standards, databases
and policies, and the
connections among
them, are constantly
evolving
Scarcity, scope and
mission creep create
curation pressure points
Outreach,
attribution, partial
automation and
flexibility are vital
The solutions we take
come from the
community we serve
The challenges we
all face
Within FAIRsharing, Curation at Scale is the curation of relationships
across resources, organisations and domains
5. CC BY-SA 4.0 International
Rich curation is
available at all levels
of granularity
Expertise moves from the
depth of data-level curation
within a particular domain
6. CC BY-SA 4.0 International
Rich curation is
available at all levels
of granularity
Expertise moves from the
depth of data-level curation
within a particular domain
to the width of
resource-level curation
across all research areas
and resource types
7. CC BY-SA 4.0 International
Providing relevant
information across the
entire research community
is a complex challenge
requiring a strong user
community
Relationships (among
resources and within the
user community) are at the
core of FAIRsharing’s
curation approaches
https://fairsharing.org/browse/subject
8. CC BY-SA 4.0 International
Tailored views for education and promotion
Collections are are branded pages that group selected standards and/or repositories
Initiatives and projects have created them for several purposes, e.g. to list resources:
URL: https://fairsharing.org/CrosswalkOfMostUsedMetadataSchemesAndGuidelines
Maintainers
Subjects
Mapped to each other
URL: https://fairsharing.org/RDACovid19WG
Maintainers
Subjects
Recommended by a community
URL: https://fairsharing.org/IVOA
Maintainers
Subjects
Developed by the community
URL: https://fairsharing.org/CDISC
Maintainers
Subjects
Developed by a SDO
9. CC BY-SA 4.0 International
URL: https://fairsharing.org/ISO20691, https://fairsharing.org/graph/3533
URL: https://committee.iso.org/standard/68848.html
Collections provide context
and connectivity
10. CC BY-SA 4.0 International
https://fairsharing.org/graph/3381
Relationships are central to
FAIRsharing, presenting both a
challenge and an opportunity.
11. CC BY-SA 4.0 International
https://fairsharing.org/graph/3381
Relationships are central to
FAIRsharing, presenting both a
challenge and an opportunity.
They are a dynamic system of
interconnected resources across
research domains.
12. CC BY-SA 4.0 International
https://fairsharing.org/graph/1699
Relationships are central to
FAIRsharing, presenting both a
challenge and an opportunity.
They are a dynamic system of
interconnected resources across
research domains.
Such systems showcase
interoperability and improve
findability.
13. CC BY-SA 4.0 International
https://fairsharing.org/graph/1699
14. CC BY-SA 4.0 International
Resource-level
curators are
jacks-of-all-trades,
with an eye for
relationships
Standards, databases
and policies, and the
connections among
them, are constantly
evolving
Scarcity, scope and
mission creep create
curation pressure points
Outreach,
attribution, partial
automation and
flexibility are vital
The solutions we take
come from the
community we serve
The challenges we
all face
Within FAIRsharing, Curation at Scale is the curation of relationships
across resources, organisations and domains
15. CC BY-SA 4.0 International
All manually-curated repositories are faced with the challenge of curator scarcity
Curator numbers do not follow Moore’s Law
>3600 resources
(March 2022)
repositories
standards
policies
16. CC BY-SA 4.0 International
https://fairassist.org
Resource-level metadata is vital for FAIR assessment
17. CC BY-SA 4.0 International
https://guidelines.openaire.eu/en/latest/data/index.html,
https://www.federalregister.gov/documents/2020/01/17/2020-00689/request-for-public-comment-on-draft-desirable-characteristics-of-repositories-for-managing-and,
https://www.rd-alliance.org/groups/data-repository-attributes-wg, Metadata Schema for the Description of Research Data Repositories, Repository Features to Help Researchers: An
invitation to a dialogue, Identifying ELIXIR Core Data Resources, Core Trust Seal, Science Europe, The TRUST Principles for digital repositories, COAR Community Framework for
Good Practices in Repositories, NIH: Selecting a Repository for Data Resulting from NIH-Supported Research, Standards, OpenDOAR Repositories and Metadata Practices, DCAT,
https://datascience.nih.gov/news/nih-office-of-data-science-strategy-announces-new-initiative-to-improve-data-access, https://doi.org/10.48550/arXiv.2012.13117,
https://rd-alliance.org/group/fair-research-software-fair4rs-wg/outcomes/fair-principles-research-software-fair4rs-0
The complexity challenge: implementing community consensus
18. CC BY-SA 4.0 International
The complexity challenge: implementing community consensus
https://doi.org/10.1126/science.aab2374 and
https://www.cos.io/initiatives/top-guidelines
Published in 2015 http://doi.org/10.5334/dsj-2020-005
Published in 2020
Published in 2022
Different focus but common goals?
1. Improve clarity and efficiency
2. Increase alignment and comparability,
3. Better guidance to researchers to manage and share digital objects
Transparency and Openness Promotion
19. CC BY-SA 4.0 International
Resource-level
curators are
jacks-of-all-trades,
with an eye for
relationships
Standards, databases
and policies, and the
connections among
them, are constantly
evolving
Scarcity, scope and
mission creep create
curation pressure points
Outreach,
attribution, partial
automation and
flexibility are vital
The challenges we
all face
The solutions we take
come from the
community we serve
Within FAIRsharing, Curation at Scale is the curation of relationships
across resources, organisations and domains
20. CC BY-SA 4.0 International
Reducing scarcity through community
Adopters and collaborators include:
An endorsed output of the
FAIRsharing WG
(since 2015):
A WG (since 2015) in:
Researchers in academia,
industry and government
Developers & curators of
resources and tools
Research data facilitators,
librarians, trainers
Society, unions
and community alliances
Journal publishers and
organisations with data policies
Funders and data
policy makers
A recommended resource in EOSC reports
Used by all stakeholder groups
https://fairsharing.org/communities
21. CC BY-SA 4.0 International
Content & Community Curator Programme
● Gain on-the-job curation
expertise
● Engagement and networking with
a community of like-minded
people
● Become an expert on data and
metadata standards, repositories
and data policies in their area
● Influence new FAIRsharing
functionalities
● Attribution via ORCID, specialist
user profiles, and others
Curate – Influence – Gain Attribution – Engage – Learn
Watch this space for exciting news!
Early adopters
22. CC BY-SA 4.0 International
Linking associated data resources,
standards and policies
Organization and user
attribution
23. CC BY-SA 4.0 International
We are soliciting feedback on:
Design and functionality of
organisation pages
Microattribution via edit history
display
Recognition for Community Curators
and maintainers
Attribution via ORCID as a trusted
partner
Organization and user
attribution
24. CC BY-SA 4.0 International
https://fairsharing.org/graph/3776
EU-funded BiCIKL Consortium
is curating entries in
FAIRsharing to structure
landscaping analysis of
adjacent infrastructures
https://bicikl-project.eu/
25. CC BY-SA 4.0 International
https://fairsharing.org/graph/1206
MINSEQE
https://fairsharing.org/graph/3776
EU-funded BiCIKL Consortium
is curating entries in
FAIRsharing to structure
landscaping analysis of
adjacent infrastructures
Traversal of the graph aids
resource discovery, gap
analysis and further targeted
outreach and engagement
26. CC BY-SA 4.0 International
Semi-automated curation:
Repository and knowledgebase mapping to EOSC
Identifier mapping via iterative
NLP techniques and curator checks
58% of FAIRsharing records are unique
Existing repository metadata
provided by OpenaAIRE
Mappings regularly produced
by FAIRsharing to aid
integration within
Future work can build on standards and policy record metadata, unique to
27. CC BY-SA 4.0 International
Semi-automated curation:
Organisation mapping to ROR
Mapping via iterative
NLP techniques and curator checks
55% of FAIRsharing organisations are
unique
Retrieve organisations
present in ROR
Mappings regularly produced
by FAIRsharing to aid
identification and attribution
for our user community
ROR IDs are added, but our curation is retained. In future, where conflicts exist,
FAIRsharing metadata could be fed back to ROR.
100,000+ organisations
top-level entities only
3200+ organisations
Granularity determined by
our community
28. CC BY-SA 4.0 International
Adding more
metadata descriptors
with our flexible data
model
● Refine database records
○ according to community
needs, e.g. the new RDA
Data Repository
Attributes WG, NIH GREI
Initiative
● Expand policy records
○ according to ongoing
work in RDA Funders IG /
Policy Standardisation IG
/ FAIRsharing WG
29. CC BY-SA 4.0 International
Working within RDA groups: common policy template
Objectives
● Develop and disseminate recommendations to improve funder-publisher policy
alignment; leveraging the template developed by the http://doi.org/10.5334/dsj-2020-005
● Consider how the recommendations could be used as a basis for continued alignment
● Implement the policy templates in FAIRsharing
Initial areas of focus
● Data availability statements (DASs) and data deposit requirements
https://www.rd-alliance.org/funder-publisher-research-data-policy-alignment
30. CC BY-SA 4.0 International
Working within RDA Data Repository Attribute WG: common
repository template
Objectives
● a list of common descriptive attributes of a data repository with
○ a definition of each attribute,
○ a rationale for the use and value of each attribute,
○ the feasibility of its implementation,
○ a gap analysis of its current availability from data repositories, and
● a selection of examples that illustrate the approaches currently being taken by repositories to
express and expose these attributes to users and user agents.
https://www.rd-alliance.org/groups/data-repository-attributes-wg
31. CC BY-SA 4.0 International
FAIRsharing can provide human- and machine-readable
implementations for community-agreed checklists/guidance
We can engage with
stakeholders, many of which
are already our users
We can prototype and
implement a common
template for
policy/database/standard
attributes, as consensus is
reached
We provide registration to enable:
● Citability
● Discoverability
● Flexible and clearer descriptions
● Relationships
● Machine readability
● Comparability
32. CC BY-SA 4.0 International
FAIRsharing can provide human- and machine-readable
implementations for community-agreed checklists/guidance
We can engage with
stakeholders, many of which
are already our users
We can prototype and
implement a common
template for
policy/database/standard
attributes, as consensus is
reached
We provide registration to enable:
● Citability
● Discoverability
● Flexible and clearer descriptions
● Relationships
● Machine readability
● Comparability
Curating, describing, tagging,
classifying the resources is not
trivial.
These activities need funding!
Can we reach
convergence of a common
system and template?
Maintaining the description
up-to-date and monitoring
evolution of each policy
require continued
engagement and curation
33. CC BY-SA 4.0 International
FAIRsharing content is diverse in terms of
breadth and depth, to help our users and
collaborators we are working on:
● Educational Guidance
○ to educate users on the many
functionalities FAIRsharing offers via
visual storytelling, infographics and videos
● Resource Finder
○ to create routes/pathways for
stakeholders to use our content
○ Via decision tree, developed in phases,
that guides users to discover, filter, select
resources
Educational Content
34. CC BY-SA 4.0 International
Stakeholder Advisors
● Amye Kenall, VP of Publishing and Product, Research Square
● Adam Leary, Oxford University Press
● Catriona MacCallum, Hindawi
● Dagmar Meyer, European Research Council, Executive Agency
● Dominic Fripp, JISC, UK
● Emma Ganley, Protocols.io
● Geraldine Clement-Stoneham, Medical Research Council
● Helena Cousijn, DataCite
● Iain Hrynaszkiewicz, PLoS
● Imma Subirats, FAO of the United Nations
● Kiera McNiece, Cambridge University Press
● Luiz Olavo Bonino, GO-FAIR
● Marina Soares E Silva and Sarah Callaghan, Elsevier
● Michael Ball, Biotechnology and Biological Sciences Research Council
● Mike Huerta, NIH National Library of Medicine
● Molly Cranston and Guillaume Wright, F1000Research
● Nick Everitt and Matthew Cannon, Taylor and Francis
● Scott Edmunds, GigaScience, Oxford University Press
● Simon Hodson, CODATA
● Theo Bloom, British Medical Journal
● Thomas Lemberger, EMBO Press
● Wei-Mun Chan, eLife
● Sowmya Swaminathan, Springer Nature
Current Operational Team
● Allyson Lister, Content and Community Lead
● Milo Thurston, Technical Lead
● Ramon Granell, Data Enrichment & Quality Manager
● Delphine Dauga, Data Curator Manager
● Hiring in progress, Web Developer
● Dominique Batista, Research Software Engineer
● Philippe Rocca-Serra, Co-Founder
● Susanna-Assunta Sansone, PI and Founder
● and many collaborators and contributors!
Executive Advisors
● Varsha Khodiyar, HDRUK
● David Carr, Independent expert
● Chris Graf, Springer Nature
● Marta Teperek, Data Stewardship Coordinator, TUDelft
● Robert Hanisch, Director, NIST Office of Data & Informatics
● Peter McQuilton, FAIRsharing Founding Member, GSK
Early Adopter Community Curators
● Kyle Copas, GBIF
● Annie Elkjær Ørum-Kristensen, GBIF
● Lindsey Anderson, PNNL
● Joe Miller, GBIF
Thank you!