On 8 February 2019, the Environmental Futures & Big Data Impact Lab (Impact Lab), held an official launch event for the Plymouth Business Community. Led by the University of Plymouth, Plymouth College of Art & Plymouth Marine Laboratory, the event was an opportunity to learn more about the free, multi-disciplinary support available from the three aforementioned partners, along with the University of Exeter, the Met Office, Exeter City Futures and Rothamsted Research - the other four organisations which make up the Impact Lab partnership.
The Impact Lab is a 3-year, £6.4m project, part-funded by the European Regional Development Fund. Visit: www.impactlab.org.uk for more information.
These slides were presented at the MIT Enterprise Forum Cambridge event on 04.30.19 hosted at Foley Hoag in partnership with: ACTION Innovation Network, NECEC/Navigate, The Cleantech Open Northeast, Clean Energy Ventures (CEV), Greentown Labs, Launchpad Venture Group, MassCEC, The MIT Tech Transfer Center (MTTC), NECEC, North Shore InnoVentures, The Engine, and the Worcester Cleantech Incubator.
CINECA webinar slides: Data Gravity in the Life Sciences: Lessons learned fro...CINECAProject
We live in an era of cloud computing. Many of the services in the life sciences are keenly planning cloud transformations, seeking to create globally distributed ecosystems of harmonised data based on standards from organisations like GA4GH. CINECA faces similar challenges, gathering cohort datasets from all over the globe, many of which are pinned in place, due to their size, legal restrictions, or other considerations. But is “bringing compute to the data” always the right choice? In this webinar, based on experiences from the Human Cell Atlas Data Coordination Platform and other projects from EMBL-EBI, we will explore the concept of “data gravity”: The idea that whilst there are forces that may hold data in one place, there are others that require it to be mobile. We’ll consider how effectively planning a cloud strategy requires consideration of the gravity of datasets, and the impact it may have on team skills required, incentives for good practice, and storage and compute costs.
The CINECA webinar series aims to discuss ways to address common challenges and share best practices in the field of cohort data analysis, as well as distribute CINECA project results. All CINECA webinars include an audience Q&A session during which attendees can ask questions and make suggestions. Please note that all webinars are recorded and available for posterior viewing. CINECA webinars include an audience Q&A session during which attendees can ask questions and make suggestions.
This webinar took place on 12th November 2020 and is part of the CINECA webinar series.
For previous and upcoming CINECA webinars see:
https://www.cineca-project.eu/webinars
Chair: Tim Chown, network development manager, Jisc.
Researchers in both existing and emerging disciplines are working with increasingly large volumes of data.
The need to support data-intensive research, and associated high throughput data transfers across Janet and beyond, is growing, and it is increasingly important that Janet-connected sites have an appropriate strategy to meet this demand.
In this session we give an update on the work of the Janet end-to-end performance initiative in raising awareness of network performance issues, we look at a case study of solving network throughput problems between Oxford and the Rutherford Appleton Laboratory, and we describe the benefits of deploying perfSONAR in support of measuring network throughput and identifying network bottlenecks.
Running order of talks:
16:15-16:40 - Janet end-to-end performance initiative update
Speaker: Tim Chown, Jisc.
16:40-17:05 - Using perfSONAR and Science DMZ to resolve throughput issues at Diamond
Speaker: Alex White, Diamond.
17:05-17:30 - perfSONAR 4.0
Speaker: Szymon Trocha, PSNC / GEANT.
Martin Paver: How data trusts will unlock Net Zero goalsPMIUKChapter
Delivering net zero is much more than decarbonising projects. Project professionals have a key role to play in driving up delivery productivity, avoiding waste and delay. We can accelerate the energy transition. By improving project certainty we make projects more investable, which attracts funding for net zero initiatives. By pooling our hard won experience within a data trust we fundamentally change the game.
These slides were presented at the MIT Enterprise Forum Cambridge event on 04.30.19 hosted at Foley Hoag in partnership with: ACTION Innovation Network, NECEC/Navigate, The Cleantech Open Northeast, Clean Energy Ventures (CEV), Greentown Labs, Launchpad Venture Group, MassCEC, The MIT Tech Transfer Center (MTTC), NECEC, North Shore InnoVentures, The Engine, and the Worcester Cleantech Incubator.
CINECA webinar slides: Data Gravity in the Life Sciences: Lessons learned fro...CINECAProject
We live in an era of cloud computing. Many of the services in the life sciences are keenly planning cloud transformations, seeking to create globally distributed ecosystems of harmonised data based on standards from organisations like GA4GH. CINECA faces similar challenges, gathering cohort datasets from all over the globe, many of which are pinned in place, due to their size, legal restrictions, or other considerations. But is “bringing compute to the data” always the right choice? In this webinar, based on experiences from the Human Cell Atlas Data Coordination Platform and other projects from EMBL-EBI, we will explore the concept of “data gravity”: The idea that whilst there are forces that may hold data in one place, there are others that require it to be mobile. We’ll consider how effectively planning a cloud strategy requires consideration of the gravity of datasets, and the impact it may have on team skills required, incentives for good practice, and storage and compute costs.
The CINECA webinar series aims to discuss ways to address common challenges and share best practices in the field of cohort data analysis, as well as distribute CINECA project results. All CINECA webinars include an audience Q&A session during which attendees can ask questions and make suggestions. Please note that all webinars are recorded and available for posterior viewing. CINECA webinars include an audience Q&A session during which attendees can ask questions and make suggestions.
This webinar took place on 12th November 2020 and is part of the CINECA webinar series.
For previous and upcoming CINECA webinars see:
https://www.cineca-project.eu/webinars
Chair: Tim Chown, network development manager, Jisc.
Researchers in both existing and emerging disciplines are working with increasingly large volumes of data.
The need to support data-intensive research, and associated high throughput data transfers across Janet and beyond, is growing, and it is increasingly important that Janet-connected sites have an appropriate strategy to meet this demand.
In this session we give an update on the work of the Janet end-to-end performance initiative in raising awareness of network performance issues, we look at a case study of solving network throughput problems between Oxford and the Rutherford Appleton Laboratory, and we describe the benefits of deploying perfSONAR in support of measuring network throughput and identifying network bottlenecks.
Running order of talks:
16:15-16:40 - Janet end-to-end performance initiative update
Speaker: Tim Chown, Jisc.
16:40-17:05 - Using perfSONAR and Science DMZ to resolve throughput issues at Diamond
Speaker: Alex White, Diamond.
17:05-17:30 - perfSONAR 4.0
Speaker: Szymon Trocha, PSNC / GEANT.
Martin Paver: How data trusts will unlock Net Zero goalsPMIUKChapter
Delivering net zero is much more than decarbonising projects. Project professionals have a key role to play in driving up delivery productivity, avoiding waste and delay. We can accelerate the energy transition. By improving project certainty we make projects more investable, which attracts funding for net zero initiatives. By pooling our hard won experience within a data trust we fundamentally change the game.
Cristin Dorgelo, Assistant Director for Grand Challenges, Office of Science and Technology Policy, Executive Office of the President, PPT, 900 KB, 13 slides, January 2013
The Commercialising Metamaterials Innovation Network brings you its next workshop in our winter series. This webinar will bring together a variety of experts who can offer organisations the support they need to successfully scale up and commercialise.
Once an aspect of metamaterials technology has been identified with the potential in a particular application, there is a need to look to scale up the production to develop demonstrators and prototypes. This activity is often associated with a start-up or SME since the technology is brought in from research. The needs of these small enterprises in progressing, from this first step to commercialisation, can include a variety of services offered from academia to investors. Very often investors will only be interested in further steps to commercialise or upscale.
This webinar will bring together a variety of experts who can offer organisations the support they need to successfully scale up and commercialise. This includes modelling services from academia; advanced manufacturing scale up from catapults and academia; innovation funding and investor access from Government-funded organisations; early-stage design expertise to ensure capture of best product and application, to name just a few.
Milton Keynes is one of the fastest growing cities in the UK and a great economic success story. However, the challenge of supporting sustainable growth without exceeding the capacity of the infrastructure, and whilst meeting key carbon reduction targets, is a major one.
MK:Smart is a large collaborative initiative, partly funded by HEFCE (the Higher Education Funding Council for England) and led by The Open University, which is developing innovative solutions to support economic growth in Milton Keynes.
MMEA (The Measurement, Monitoring and Environmental Efficiency Assessment) research program final seminar presentation by Director of Laboratory Tero Eklin, SYKE & Technology Manager Heikki Turtiainen, Vaisala Ltd
The hype and the hope: Progressing towards big data insights for regional com...Helen Thompson
Helen Thompson, Peter Dahlhaus & Andrew MacLeod
Federation University Australia, Ballarat, Victoria
In this age of ‘big data’ virtually every field of research and practice is being redefined. Governments are adopting open data policies with the aim of delivering efficiency benefits, increasing evidence based planning, enhancing productivity and innovation. Inescapable discussions around big data and analytics are partly in response to an increased availability of next generation broadband and mobile technologies which have created a society that is spatially enabled and aware. Big business and citizens increasingly expect to be able to access past and current information about any location to find answers to their spatial queries. Opportunities are emerging for regional communities to take initiative and eradicate information silos which may have hindered regional collaboration and innovation. In parallel with assisting regions to embrace big data and foster data sharing a range of research questions arise:
1. What are the best methods to provide access to big and complex data, to assist decision makers?
2. How can digital technologies be used to enhance, rather than repeat, past research?
3. Can qualitative data be used to improve the accuracy of quantitative data or metadata?
4. How can we harness Citizen Science and include crowd-sourced data, while minimising subjective bias and maintaining accuracy?
Interoperable spatial knowledge systems with dynamic modelling and visualisation capabilities have been developed in response to these research challenges. Examples are provided of systems developed in a variety of fields including groundwater research, catchment management, and strategic planning for bushfire.
The Wilton E. Scott Institute for Energy Innovation at Carnegie Mellon Univer...Amanda Finkenbinder, MPM
The Wilton E. Scott Institute for Energy Innovation works through the academic units of Carnegie Mellon University to find solutions for the nation's and the world's energy challenges including pathways to a low carbon future, smart grid, new materials for energy, shale gas, and building energy efficiency through research, strategic partnerships, public policy outreach and education.
The Wilton E. Scott Institute for Energy Innovation at Carnegie Mellon Univer...Amanda Finkenbinder, MPM
The Wilton E. Scott Institute for Energy Innovation works through the academic units of Carnegie Mellon University to find solutions for the nation's and the world's energy challenges including pathways to a low carbon future, smart grid, new materials for energy, shale gas, and building energy efficiency through research, strategic partnerships, public policy outreach and education
Professor Rod Murray-Smith from the University of Glasgow presents at the University's Commonwealth Future Cities Business Networking event on the 24th July 2014
Carnegie Mellon University Wilton E. Scott Institute for Energy Innovation Amanda Finkenbinder, MPM
The Wilton E. Scott Institute for Energy Innovation at Carnegie Mellon University addresses the world’s most important energy-related challenges by enabling collaborative research, strategic partnerships, public policy outreach, entrepreneurship, and education. As one of CMU’s only university-wide institutes, we seek to optimize energy resources, reduce the environmental impacts of energy production and use, and develop breakthrough technologies and solutions that will have meaningful global impact.
Presentation by Mike Jones (Lab Automation Assoc. Director) seconded into my team at the SmartLab Exchange Europe conference in Berlin on 8th February (https://smartlabexchangeeurope.iqpc.co.uk/). Brief overview about the future of scientific labs and how digital transformations are changing our approach to data capture, advanced analytics and collaboration across different scientific teams. Examples include exploratory work in augmented reality, next generation interaction, smart touch interfaces and sensor technologies.
Cristin Dorgelo, Assistant Director for Grand Challenges, Office of Science and Technology Policy, Executive Office of the President, PPT, 900 KB, 13 slides, January 2013
The Commercialising Metamaterials Innovation Network brings you its next workshop in our winter series. This webinar will bring together a variety of experts who can offer organisations the support they need to successfully scale up and commercialise.
Once an aspect of metamaterials technology has been identified with the potential in a particular application, there is a need to look to scale up the production to develop demonstrators and prototypes. This activity is often associated with a start-up or SME since the technology is brought in from research. The needs of these small enterprises in progressing, from this first step to commercialisation, can include a variety of services offered from academia to investors. Very often investors will only be interested in further steps to commercialise or upscale.
This webinar will bring together a variety of experts who can offer organisations the support they need to successfully scale up and commercialise. This includes modelling services from academia; advanced manufacturing scale up from catapults and academia; innovation funding and investor access from Government-funded organisations; early-stage design expertise to ensure capture of best product and application, to name just a few.
Milton Keynes is one of the fastest growing cities in the UK and a great economic success story. However, the challenge of supporting sustainable growth without exceeding the capacity of the infrastructure, and whilst meeting key carbon reduction targets, is a major one.
MK:Smart is a large collaborative initiative, partly funded by HEFCE (the Higher Education Funding Council for England) and led by The Open University, which is developing innovative solutions to support economic growth in Milton Keynes.
MMEA (The Measurement, Monitoring and Environmental Efficiency Assessment) research program final seminar presentation by Director of Laboratory Tero Eklin, SYKE & Technology Manager Heikki Turtiainen, Vaisala Ltd
The hype and the hope: Progressing towards big data insights for regional com...Helen Thompson
Helen Thompson, Peter Dahlhaus & Andrew MacLeod
Federation University Australia, Ballarat, Victoria
In this age of ‘big data’ virtually every field of research and practice is being redefined. Governments are adopting open data policies with the aim of delivering efficiency benefits, increasing evidence based planning, enhancing productivity and innovation. Inescapable discussions around big data and analytics are partly in response to an increased availability of next generation broadband and mobile technologies which have created a society that is spatially enabled and aware. Big business and citizens increasingly expect to be able to access past and current information about any location to find answers to their spatial queries. Opportunities are emerging for regional communities to take initiative and eradicate information silos which may have hindered regional collaboration and innovation. In parallel with assisting regions to embrace big data and foster data sharing a range of research questions arise:
1. What are the best methods to provide access to big and complex data, to assist decision makers?
2. How can digital technologies be used to enhance, rather than repeat, past research?
3. Can qualitative data be used to improve the accuracy of quantitative data or metadata?
4. How can we harness Citizen Science and include crowd-sourced data, while minimising subjective bias and maintaining accuracy?
Interoperable spatial knowledge systems with dynamic modelling and visualisation capabilities have been developed in response to these research challenges. Examples are provided of systems developed in a variety of fields including groundwater research, catchment management, and strategic planning for bushfire.
The Wilton E. Scott Institute for Energy Innovation at Carnegie Mellon Univer...Amanda Finkenbinder, MPM
The Wilton E. Scott Institute for Energy Innovation works through the academic units of Carnegie Mellon University to find solutions for the nation's and the world's energy challenges including pathways to a low carbon future, smart grid, new materials for energy, shale gas, and building energy efficiency through research, strategic partnerships, public policy outreach and education.
The Wilton E. Scott Institute for Energy Innovation at Carnegie Mellon Univer...Amanda Finkenbinder, MPM
The Wilton E. Scott Institute for Energy Innovation works through the academic units of Carnegie Mellon University to find solutions for the nation's and the world's energy challenges including pathways to a low carbon future, smart grid, new materials for energy, shale gas, and building energy efficiency through research, strategic partnerships, public policy outreach and education
Professor Rod Murray-Smith from the University of Glasgow presents at the University's Commonwealth Future Cities Business Networking event on the 24th July 2014
Carnegie Mellon University Wilton E. Scott Institute for Energy Innovation Amanda Finkenbinder, MPM
The Wilton E. Scott Institute for Energy Innovation at Carnegie Mellon University addresses the world’s most important energy-related challenges by enabling collaborative research, strategic partnerships, public policy outreach, entrepreneurship, and education. As one of CMU’s only university-wide institutes, we seek to optimize energy resources, reduce the environmental impacts of energy production and use, and develop breakthrough technologies and solutions that will have meaningful global impact.
Presentation by Mike Jones (Lab Automation Assoc. Director) seconded into my team at the SmartLab Exchange Europe conference in Berlin on 8th February (https://smartlabexchangeeurope.iqpc.co.uk/). Brief overview about the future of scientific labs and how digital transformations are changing our approach to data capture, advanced analytics and collaboration across different scientific teams. Examples include exploratory work in augmented reality, next generation interaction, smart touch interfaces and sensor technologies.
Every company eventually encounters that “do-or-die” moment when the product cycle reaches the maturity stage and it’s necessary to pursue innovations. Borys Pratsiuk, Ph.D., Head of R&D Engineering at Ciklum describes how companies across all sectors and industries can use Research and Development as a Service to update and improve their products or services.
Data Innovation Spaces are identified by BDVA as a key instrument to foster the Data-Driven Innovation in Europe. They provide innovation and experimentation environments where companies in their respective ecosystems could have their data-driven and AI-related products and solutions piloted, tested, and exploited before going to the market. BDVA launches every year a process to identify and recognize relevant initiatives in Europe that meet specific quality criteria in infrastructures, services, projects, and sectors of application, ecosystem and sustainability (BDVA i-Spaces call for labels).
During this session, we will present the concept of BDVA i-Spaces (as it is reflected in the BDVA SRIA), the process and steps of i-Spaces labeling, the value proposition of being an i-Space and activities and examples of collaboration. The session will also include examples of first-hand experience from three recognized i-Spaces: ITAINNOVA (DIH Aragon), UPM, and Demokritos NCSR (aheed DIH).
Data Innovation Spaces are identified by BDVA as a key instrument to foster the Data-Driven Innovation in Europe. They provide innovation and experimentation environments where companies in their respective ecosystems could have their data-driven and AI-related products and solutions piloted, tested, and exploited before going to the market. BDVA launches every year a process to identify and recognize relevant initiatives in Europe that meet specific quality criteria in infrastructures, services, projects, and sectors of application, ecosystem and sustainability (BDVA i-Spaces call for labels).
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
5. 5
Big Data
Dr Antonio Rago
Associate Professor University of Plymouth
Director of Centre for Mathematical Sciences
6. 6
What can ‘Big Data’ do for you?
Make data a competitive
advantage
• Leverage unique dataset:
sensors, IoT
• Mine unstructured data:
sentiment analysis
• Image recognition:
classification and data
extraction
• Data integration: ontology
mapping
Take smarter
decisions
• A/B test product
features
• Pattern recognition
• Extreme event
prediction
• Dynamic pricing
Optimize processes
• Data modelling
• Software Robotics
• Fraud detection
• Chat bot
7. 7
CMS supports the Impact Lab
AI
Machine Learning
Deep Learning
Gaussian
Processes
Statistics
Experiment design
Time series analysis
Bayesian analysis
Data Mining
Simulations
Monte Carlo
simulations
High Performance
Computing
Computational
Fluid Dynamics
8. 8
Get involved
Courses for Professional
Development (CPD)
• Big Data techniques
• Parallel Programming
• GPU programming
Oxford-style meetings
Cloud Computing
• AWS
• Azure
HPC data center
• On premises supercomputer
9. 9
The Impact Lab Programme
Collaborate. Deliver. Grow.
Robert Kathro
Programme Director
10. 10
Lots to cover
1. What are Environmental Futures & Big Data how we use the terms
2. Why has the lab been launched? What is the driving force?
3. What does the lab do? the deep tech capability and access to data and skills
4. How it works the process
5. And where does it fit in? to the bigger picture
6. What we are working on right now other projects and the pipeline
7. Who is behind the lab partners and what they bring
And ask for some help from you
11. 11
Opportunity for growth.. . ..
But it’s also a strategic imperative….. . . to seize the opportunities
• All pervasive, ever more
affordable, powerful, computing
and communications technology
• Societal trends
• Pollution and environmental concerns
• Need to compete globally
• Need to generate growth and
wealth in the region and
nationally
Opportunity
• New products and
services
• New businesses
• New industries
• Globalisation
• Urbanisation
• De-carbonisation
• Digitisation
• Population growth
12. 12
Human activities, growth, global trends
Scarce resources, pollution, energy, space limits
Agriculture/tech
Engineering
Health & Social Care
Transportation
Space
Manufacturing
Information servicesMarine
Energy, Water
Competeon Core Regional Capability
Enablers
Capabilities
Environmental & Data Sciences, Design, Innovation
Sectors
Driving
Forces
Digital Technologies - HPC, Comms & Networks
Data
13. 13
Conduit to deliver key results for clients
• Deep technical consultancy skills to deliver R&D projects
• Full time staff plus academics and scientists across partners
• Significant and growing data sets
• Innovation managers – help refine the opportunity, define a project
• Work space – Exeter, Plymouth, North Wyke (RRes)
• Grant funding
• Access to network of business support
Simplified access to capabilities, fast response, results delivered
14. 14
Working with the Lab….
We are looking for
• Devon based SMEs with growth objectives
• Academics and scientists with commercialisation opportunities
• Larger businesses with R&D ambitions who are attracted by the
region’s Environmental Futures & Big Data capabilities
Come and talk to us
• To scope a joint project
• To enable you to grow
Collaborate. Deliver. Grow.
15. 15
A special part of a (much) bigger picture
• NATIONAL PRIORITY: UK Industrial Strategy, Alan Turing Institute
Aligned with Heart of the South West Productivity Strategy and Local Industrial Strategy
• BUILDING SKILLS & INFRASTRUCTURE
Data Analytics Skills Escalator approach covering all educational levels; World-leading
development of Data Science Platforms
• IMPROVING RESEARCH AND INNOVATION
Exeter’s Institute of Data Science and AI; Potential for a New Environmental Intelligence
Accelerator and South West Institute of Technology; SW Centre for Excellence in Satellite
Applications and ESA Regional Rep
• ECOSYSTEM SUPPORTING BUSINESS
SETsquared; Exeter Science Park; Innovate UK; Exeter Velocities; FT2G; SWBC; Growth Hub….
Infrastructure; Skills; Experience; Emerging Technology … Great place to grow!
16. 16
Ambitious growth in the next 12 months
Already supporting a high achieving group of SMEs
• Scalable enterprises, new products/services, jobs
• Regional, national and international markets
• Big data and / or Environmental Futures
What we are working on
• New clients coming on board – 12 projects live
• Regional, national and international business development
To help create lasting value and economic growth in the region
17. 17
Help needed
If you are a potential client
• Please do come and talk with one of us
• SME
• Academic or scientist
• Large business
And if you are part of the wider network
• Please think about who you know who would benefit from what the
lab offers
To help create lasting value and economic growth in the region
19. 19
Capabilities
• The University of Plymouth has a number of active research groups
operating in the fields of Big Data and Machine Learning, and is supporting
the delivery of the Impact Lab by aligning activities with its Sustainable
Earth Institute - facilitating interdisciplinary collaboration across the
University with businesses and communities.
• Plymouth also has keen expertise in data visualisation and data
communication - enabling the translation of Big Data into something
usable, useful and relevant to businesses.
• Impact Lab’s clients will have access to a range of Plymouth’s resources,
including:
• Gamification - The Interactive Systems Studios (ISS)
• Digital design and analytics - i-DAT and The Immersive Vision Theatre
21. 21
Case Study
• Pulsiv Solar Limited
• Devon based SME, located on the Plymouth Science Park
• Formed in 2015, as a spin out from Plymouth University to commercialise solar
photo voltaic technology
• Unexpected application to LED lighting, making LED lighting systems up to 5%
more efficient.
23. 23
Capabilities
• Plymouth College of Art (PCA) remains one of a few specialist colleges
in the United Kingdom specialising in art and design education.
• The Impact Lab benefits from PCA’s particular strengths in Digital
Media, Rapid Prototyping, Sustainable Design, Data Visualisation,
Interaction Design and App design and Development.
• PCA is also home to FabLab Plymouth; an internationally connected
Digital Fabrication and Design Studio (Makerspace) equipped with 3D
design systems, 3D scanners & printers, CNC milling machines, vinyl
cutters, laser cutters and CNC routers. These facilities are available to
Impact Lab clients to create new products and prototypes.
26. 26
Capabilities
• Globally acknowledged for scientific excellence;
• Contributes to addressing societal challenges of global change, sustainability and pollution;
• Addresses key scientific and socially relevant questions through interdisciplinary research;
• Delivers solutions for national and international marine and coastal programmes;
• Creating some of the most detailed and longest-established marine datasets available;
• PML has:
• Team of over 30 computing, and data visualisation specialists;
• Over 15 ecosystem modelling specialists;
• Large team of socio-economists;
• State of the art facilities and expertise needed to derive information & understanding
from data;
• A core focus for PML is to share knowledge, with industry, policy-makers and fellow scientists;
• Experienced at working with SMEs through its commercial trading subsidiary (PML
Applications Ltd).
27. 27
• Near Real Time Earth Observation
• Harmful Algal Bloom monitoring
• Pollution response
• Illegal fishing /aquaculture
• Primary production
• Web-based GIS
• Airborne Remote Sensing data
processing
• Nitrogen and Carbon cycles
• Atmospheric monitoring for ship emissions / pollution
• Technology field trials
• Bioactives from Microalgae
• Monitoring of plankton and
benthos, molecular biology
• Food web structure dynamics
• Stress responses / Ocean
Acidification
• Blue carbon
• Litter and Microplastics
• Ecosystem modelling
• Fish and fisheries
• Climate and operational
forecast
• Marine Spatial Planning
• Socio – economic impacts and valuation,
• Fisheries economics, tourism & energy,
• Resilience strategies,
• Ecosystem service valuation,
• Decision support tools
Capabilities
28. 28
PML also offers commercial services to the shipping, marine
renewables and other marine industries through its commercial
trading subsidiary PML Applications Ltd.
4 Business Areas:
Ballast Water Centre
Centre for Marine Biofouling
and Corrosion
Environmental Solutions
Geospatial Applications
30. 30
7 Partners delivering World Class expertise
Lead Partner University of Exeter:
• 3 full time fellows, Innovation Manager, Marketing, support staff
• Access to all the other disciplines within the University
• Applied Environmental and Data Sciences, Natural capital, Land
Atmospheric & Water Resources, Signal processing/control,
Computing, Machine learning and vision, optimisation
• Follow on collaboration after working with the Lab
Providing full time, dedicated consultancy team, data, work
space (and funding)
31. 31
Met Office Informatics Lab
• 3 full time scientific officers
• Access to Met Office scientists and weather forecasters
• Facilitated access to Met Office data and science
• World leading development of scalable infrastructure and tooling
• Global reach and network
• Co-located with the Impact Lab
Data processing, Analytics, Innovation, Skilled Team
32. 32
To enable transformation of the City
Exeter City Futures at the Lab: 2 key activities
• Build the Exeter City Data Mill
• Key activity
• A repository of data relating to City problems and opportunities
• From wide and growing range of sources
• With interfaces to aid access and use
• Enabling innovative products and services to be developed
• Full time data scientist working on building the data base and the API
• Plus the ECF team working to identify and support innovators who
wish to work with the Lab
Solutions that can be scaled nationally and internationally
36. 36
Soil Atmosphere Farm Management
% Moisture Rainfall Field inputs/outputs
Temperature CO2 and N2O Liveweight gain
pH Farm activities
Bulk density Labour hours
N, P & C status Machine hours
Total-P
Ortho-P
Sequential/composite sampler
Water
Temperature
Conductivity
Turbidity
pH
Dissolved O2
Ammonium
Nitrate
Dissolved
organic C
15 flume laboratories
@farmplatform
follow us on
Flow cell & sensors
FP Video
37. 37
Sensors Network: 280
• 15 soil moisture stations: Precipitation, Soil temp (15cm), soil moisture (10/20/30cm).
• Met site: Air temp, RH, Wind speed and direction, solar radiation, ETo. Pluvio RG
• 3 automated gas sampling systems: LICOR: CO2 and N2O.
• Field scale methane emissions: Edyco variance towers
• Green Feed Systems-Methane emissions
38. 38
Ongoing Impact Lab Projects
• Elemental Digest Systems
• RegenFarm
• OTA analytics
• Breedr