Tagged / RDF

BRAD: Robust adaptive predictive modelling and data deluge workshop

Data-science-history

To book your place on this workshop- CLICK HERE

We are currently experiencing an incredible, explosive growth in digital content and information. According to IDC [11], there currently exists over 2.7 zetabytes of data. It is estimated that the digital universe in 2020 will be 50 times as big as in 2010 and that from now until 2020 it will double every two years. Research in traditionally qualitative disciplines is fundamentally changing due to the availability of such vast amounts of data. In fact, data-intensive computing has been named as the fourth paradigm of scientific discovery [10] and is expected to be key in unifying the theoretical, experimental and simulation based approaches to science. The commercial world has also been transformed by a focus on BIG DATA with companies competing on analytics [12]. Data has become a commodity and in recent years has been referred to as the ‘new oil’.

There has been a lot of work done on the subject of intelligent data analysis, data mining and predictive modelling over the last 50 years with notable improvements which have been possible with both the advancements of the computing equipment as well as with the improvement of the algorithms [1]. However, even in the case of the static, non-changing over time data there are still many hard challenges to be solved which are related to the massive amounts, high dimensionality, sparseness or inhomogeneous nature of the data to name just a few.

What is also very challenging in today’s applications is the non-stationarity of the data which often change very quickly posing a set of new problems related to the need for robust adaptation and learning over time. In scenarios like these, many of the existing, often very powerful, methods are completely inadequate as they are simply not adaptive and require a lot of maintenance attention from highly skilled experts, in turn reducing their areas of applicability.

In order to address these challenging issues and following various inspirations coming from biology coupled with current engineering practices, we propose a major departure from the standard ways of building adaptive, intelligent predictive systems and moving somewhat away from the engineering maxim of “simple is beautiful” to biological statement of “complexity is not a problem” by utilising the biological metaphors of redundant but complementary pathways, interconnected cyclic processes, models that can be created as well as destroyed in easy way, batteries of sensors in form of pools of complementary approaches, hierarchical organisation of constantly optimised and adaptable components.

In order to achieve such high level of adaptability we have proposed a novel flexible architecture [5-6] which encapsulates many of the principles and strategies observed in adaptable biological systems. The main idea of the proposed architecture revolves around a certain degree of redundancy present at each level of processing represented by the pools of methods, multiple competitive paths (individual predictors), their flexible combinations and meta learning managing general population and ensuring both efficiency and accuracy of delivered solution while maintaining diversity for improved robustness of the overall system.

The results of extensive testing for many different benchmark problems and various snapshots of interesting results covering the last decade of our research will be shown throughout the presentation and a number of challenging real world problems including pollution/toxicity prediction studies [8-9], building adaptable soft sensors in process industry in collaboration with Evonik Industries [6-7] or forecasting demand for airline tickets covering the results of one of our collaborative research projects with Lufthansa Systems [3-4] will be discussed.

Given our experiences in many different areas we see that truly multidisciplinary teams and a new set of robust, adaptive tools are needed to tackle complex problems with intelligent data analysis, predictive modelling and visualisation already indispensible. It is also clear that complex adaptive systems and complexity science supported and driven by huge amounts of multimodal, multisource data will become a major endeavour in the 21st century.

We will hold discussions surrounding:

  • Rapidly expanding digital universe
  • New decade of advanced/predictive analytics
  • General Fuzzy Min-Max (GFMM) Neural Networks as an example of early realisation of flexible predictive system
  • To combine or not to combine? – Multiple classification and prediction systems
  • Water quality monitoring based on biomarker data – can it be done?
  • Revenue management for airlines – can we forecast anything?
  • Adaptive soft sensors for process industry – here’s a real problem!
  • Self-adapting architecture for predictive modelling
  • Complex adaptive systems and complex networks

Professor. Bogdan Gabrys

To book your place on this workshop- CLICK HERE

Researcher Development Framework

Vitae_RDF_logo_2011Vitae is an organisation set up to promote career development in both postgraduate researchers and academic staff. Their Researcher Development Framework is intended to help people monitor their skills and plan their personal development. At BU we will be using this framework to format the training on offer for the postgraduate research students and academic staff.

The Vitae website is an excellent resource and the organisation regularly runs free training events for researchers, PGRs and those involved in research development. Upcoming events include Vitae Connections: Supporting Open Researchers.

The Researcher Development Framework (RDF) is the professional development framework to realise the potential of researchers. The RDF is a tool for planning, promoting and supporting the personal, professional and career development of researchers in higher education. It was designed following interviews with many successful researchers across the sector and articulates the knowledge, behaviours and attributes of a successful researcher.

There is a planner available on the Vitae website to help you assess which stage you are at with your skills and a tutorial providing guidance on how to use the framework.

Top 10 tips from researchers on using the Researcher Development Framework (RDF):

1. You might choose to use the RDF for short term as well as long term development. The RDF can be used in planning for your long term career ambitions but also to make a feasible short term plan. It can be useful to imagine your long term ambitions in order to focus your career path however the reality of progressing through to the higher phases may be more difficult to plan. In the short term, making decisions about how to progress to the next phase or what sub-domains are most important for you will be easier. Try to be realistic when setting these short term goals.

2. Use the RDF to highlight your strengths and areas for development and how these might be used to benefit/influence your personal, professional and career development.

3. Use the RDF to highlight your applicable and transferable skills. This is important for career progression within or outside academia.

4. Prioritise those areas which are most relevant. You don’t have to try to develop in all the areas of the RDF at once. There may be some sub-domains/descriptors where there is less relevance in progressing through the phases for you.

5. Draw on experiences outside of work to evidence your capabilities.

6. Progression to the highest phase in a descriptor will not be applicable to everyone but being aware of the possibilities can aid personal and career development.

7. Talk to others to get their views about your strengths and capabilities. Your supervisor, manager, peers, family and friends are a great source of information to find out more about yourself. Talk to them about how they perceive your capabilities. By understanding how others view you, you will be able to make more informed choices about your future.

8. To move from one phase to the next why not explore attending courses. These courses may be run at a local level (within your University) or may only be run nationally or internationally so awareness of opportunities for training is important. Vitae also run a wide range of courses which address many aspects of personal and career development.

9. Some phases may only be reached through experience and practice however good self-awareness and professional development planning will aid the process.

10. Networking is likely to enable you to reach more experienced phases.

BRAD: Career Trajectory 20th Novemeber 2015

Prof Matt Bentley, SciTech Deputy Dean – Research and Professional Practice, will give an insight into the management of the career trajectory of an academic. Far from being down to chance, Matt will explore the activities, which can career trajectorybe undertaken to direct your academic career and how to make the most of opportunities and challenges along the journey. This session is open to academics at all stages of their career. Perhaps you are just starting out and need advice on how to move to the next stage or, perhaps, you have reached a plateau and wish to reflect upon the need to change direction to achieve your career aspirations.

This session will include career management advice, responsiveness to opportunities, reputation, and esteem. It will finish with a Q & A session and a networking lunch.

You may also be interested in the following online resources:

For more information about the above workshops and to book – CLICK HERE

BRAD – Upcoming Opportunities

impact

For more information about the above workshops and to book – CLICK HERE

Impact – 18th November 2015, 09:00-12:00
This session will explore what we mean by impact and why it is an increasingly important part of your research career. Through this exploration, the session will highlight examples of impact and the perspective of research funders with regards to impact. There will also be dedicated time for you to explore the types of impact your research could lead to and suitable pathways to do so.
Working with Business – Business Engagement and Networking – 19th November 2015, 14:00-16:00
For both early career researchers and experienced academics alike this session will include tips and information on how to develop and make the most of building relationships and networks with businesses. Led by Jayne Codling and Rachel Clarke – Knowledge Exchange Advisers within RKEO, there will be a chance to hear from different speakers on their own experiences of C4NPMKbusiness and university collaboration. This session will also involve discussion on networking and hints and tips, useful information sources on business funding, communicating your research to a business audience and an opportunity to provide ideas as to what as academics you would like help or more information on to assist you with developing business relationships.

 

For more information about the above workshops and to book – CLICK HERE

BRAD: Upcoming Opportunities – 17th November 2015

European IPR webinarsIntroductory EU Participant Portal session – 17th November 2015, 13:30-14:30

  • Very short introduction to Horizon 2020 and EU funding
  • Registering on the Participant Portal
  • How to find a call
  • Looking at the call documents
  • Reference documents – work programmes
  • Getting help – using the manual, European Horizon 2020 helpdesk and National Contact Points

 

Introductory Research Professional session- 17th November 2015, 14:45-16:00

  • Registering for an account
  • How to search for funding calls
  • How to search for articles
  • How to set up searches and personal alerts
  • Using the Expression of Interest feature
  • Using the pre-set BU workgroups

 

Bid Writing with Martin Pickard – 17th November 2015, 9:30-16:00

writing and editing

This workshop includes writing grant proposals, and writing effective applications. Bring along a copy of bid writing for constructive group feedback.
*Please bring a laptop with you to this session


For more information about the above workshops and to book – CLICK HERE

 

NVivo Introduction

Nvivological_model_diagramNVivo Indtroduction offers focuses on the requisite management decisions one should make at the beginning of one’s project such as what is my data?

Should I code audio or transcripts and what are the advantages and limitations of either approach? How does the software work?

Why should I integrate my background information or demographics and what is auto-coding and how might it help to better understand my data and prepare it for the cycles of manual interpretive coding to follow?

How do I integrate my chosen methodological approach in using NVivo and reconcile it with the philosophical underpinnings to apply such methods as Grounded Theory, Discourse Analysis, Content Analysis, Thematic Analysis or Narrative Interpretive Methods as just some examples.

Day 1 has an emphasis on the conceptual although the afternoon session is more rooted in the practical. By the end of day 1, participants should be able to set-up an NVivo database, back it up, import their data, setup a coding structure and code their data to it and set up and integrate their demographics.

We have hired the services of an external facilitator to offer support in this for academic staff as part of the BRAD programme. Ben Meehan worked in industry for twenty six years. For the past thirteen years he has worked as an independent consultant in support of computer aided qualitative data analysis projects (CAQDAS). He is a QSR approved trainer and consultant. He has worked in all of the major universities and Institutes of Technology in Ireland and Northern Ireland. His work outside of the educational sector includes major global companies such as Intel where he consults in support of their on-going ethnographic research and the Centre for Global Health where he has recently worked in Tanzania, Malawi and Mozambique (2009) and in Ghana, Burkina Faso and Tanzania with the University of Heidelberg (2010) and Ethiopia for the Ethiopian Public Health Association (2011) and the Population Council, Zambia (2012). Apart from Africa, Ben regularly conducts workshops in Germany, France, UK, Northern Ireland, the US (Maryland, 2011, Yale, 2012) and Australia.

The session is on Wed 18th Novemeber 2015 09:00 – 16:00 on Talbot campus. There are limited spaces so please do ensure you get one by booking on the Organisational and Staff Development webpages.

BRAD Upcoming Opportunities – 16th November 2015

BRAD

 

 

 

For more information about the above workshops and to book – CLICK HERE

Research Application Process- 16th November 2015, 9:30- 10:30.
This session will provide a presentation on the process of costing your research at BU and the research application process. Additionally, Q & A session and the opportunity for a one on one discussion with the facilitators.

Justifying your funding request workshop – 16th November 2015, 10:45-13:00 (including Lunch)
Many funders require you to justify the funding you are requesting in a research bid. But how can you best approach this? This session will outline how to structure a justification for funding for the major funders (research councils, other government funders, main charities) and provide some examples of good and bad practice.

Financial Management Workshop – 16th November 2015, 12:00 -14:30 (including Lunch)Finance for smes
This workshop will cover several topics ranging from; financial management, income and funding budgeting, financial resourcing and strategic financial planning.

 

For more information about the above workshops and to book – CLICK HERE

 

 

 

BRAD – Upcoming Opportunities

Financial Management Workshop Monday 13th April 2014, 13:30-14:30

This workshop will cover several topics ranging from; financial management, income and funding budgeting, financial resourcing and strategic financial planning.
This workshop will be facilitated by Gary Cowen, Research and Knowledge Exchange.

There are limited spaces so please do ensure you get one by booking on the Organisational Development webpages.

Ethics and Research Governance Monday 13th April 2014, 11:00-12:30

A 20 minute presentation on ethical considerations, policy, and principles. Followed by a Q & A session on your ethical issues or questions related to your research. This workshop will be facilitated by Eva Papadopoulou, Research and Knowledge Exchange

There are limited spaces so please do ensure you get one by booking on the Organisational Development webpages.

 

Research Methods Workshops – April 2015

Ethnography
An introduction to the qualitative research approach of ethnography.

The session is on Wednesday 15th April 2015, 10:00-11:00 Talbot Campus and will be facilitated by Dr Lorraine Brown. There are limited spaces so please do ensure you get one by booking on the Organisational Development webpages.

 

 Qualitative Research
This session is an introductory overview of qualitative research, including its background and development, as well as the below:

– The nature and key features of this approach.
– The main differences to quantitative research, the types of research question which could be answered through it, and its main differences   from quantitative enquiry.
– Describe the sources of data, and how they are collected and analysed.

– Qualitative interviewing and participant observation will be included.

The session will involve presentation, discussion and opportunities for participants to share methodological problems.

The session is on Tuesday 14th April 2015, 13:00-16:00 Talbot Campus and will be facilitated by Prof. Immy Holloway. There are limited spaces so please do ensure you get one by booking on the Organisational Development webpages.

 

Mixed Methods
For this particular workshop, although a general introduction to Mixed Methods will be given, to gain maximum benefit, you need to be already thinking around the possibility / suitability of mixed methods for your research or be willing to explore that during the workshop

The session is on Tuesday 14th April 2015, 14:00-15:30 Talbot Campus and will be facilitated by Dr Carol Bond. There are limited spaces so please do ensure you get one by booking on the Organisational Development webpages.

 

The Principles of Grounded Theory.
This session will introduce the research approach of Grounded Theory. The development of grounded theory as a method and its key features will be explored within the session. The content will be particularly relevant to those who are new to the approach and it will be illustrated with experiences from research practice.

The session is on Friday 17th April 2015, 12:00-13:00 Talbot Campus and will be facilitated by Dr Liz Norton. There are limited spaces so please do ensure you get one by booking on the Organisational Development webpages.

Developing an Effective Search Strategy and Using Researcher Tools Workshop – 13th April 2015

This course is intended to provide an overview of information resources.  The Library offers a range of products and services to support researchers that can save time and help to make information retrieval effective.

  • Use and access BU library resources
  • Begin to develop a systematic search strategy
  • Know about visiting other libraries
  • Know how to make Inter Library Requests
  • Be able to set up citation alerts
  • Use citations smartly
  • Use analytical tools to aid publication and research

The session is on Tues 13th April 2015 14:30 – 16:30 on Talbot campus and will be facilitated by Emma Crowley. There are limited spaces so please do ensure you get one by booking on the Organisational and Staff Development webpages.

Quality Papers: how to write papers that can be published in your target journals workshop

You enjoy research, but writing papers is either scary or just takes too long. You are under pressure to ‘get published’ in high ranking journals, but daily commitments mean you haven’t got patches of undisturbed hours in your diary.

Quality Papers provides a process that can help you write with greater speed and confidence, at the same time as increasing your chance of getting published in your target journal. The course gives strategies for getting the best from your co-authors and streamlining thinking, writing and editing.

We have hired the services of an external facilitator to offer support in this for academic staff as part of the BRAD programme. Dr Nicola Cotton holds a First class honours degree in French and German from Wadham College, Oxford and has gained an MA and PhD at UCL. Nicola is a fully qualified teacher and has been lecturing at university level since 1992. She has worked as a research assistant at UCL for the Vice-Provost and also as Editor for Asian Advertising and Marketing Magazine in Hong Kong. In her role as associate trainer Nicola combines her knowledge of research and language to deliver excellent training in writing for publication using the Think-Write approach

The session is on Friday 17th April 2015 08:45 – 16:30 on Talbot campus. There are limited spaces so please do ensure you get one by booking on the Organisational Development webpages.

NVivo – Advanced

Day 2

Assumes these decisions have been made and focuses on analysing your data. And whereas day 1 is largely conceptual, day 2 is mainly practical and is quite technical. Most people understand that setting up your database correctly is paramount to getting a return on the time and energy expended in learning the software tool. Given that manual interpretive coding in NVivo is not really any faster than using a manual system as you still have to code line by line, the benefit of using NVivo is in the retrieval and reporting on codes. Day 2 therefore focuses on interrogating (querying in database terminology) and reporting on results so that findings can be supported with high quality outputs or appendices. Also, the ability to support your coding processes with coding tables for example, means that you can also demonstrate rigour in your methodology chapter which helps to establish your credibility as a researcher and make your findings trustworthy and plausible.

We have hired the services of an external facilitator to offer support in this for academic staff as part of the BRAD programme. Ben Meehan worked in industry for twenty six years. For the past thirteen years he has worked as an independent consultant in support of computer aided qualitative data analysis projects (CAQDAS). He is a QSR approved trainer and consultant. He has worked in all of the major universities and Institutes of Technology in Ireland and Northern Ireland. His work outside of the educational sector includes major global companies such as Intel where he consults in support of their on-going ethnographic research and the Centre for Global Health where he has recently worked in Tanzania, Malawi and Mozambique (2009) and in Ghana, Burkina Faso and Tanzania with the University of Heidelberg (2010) and Ethiopia for the Ethiopian Public Health Association (2011) and the Population Council, Zambia (2012). Apart from Africa, Ben regularly conducts workshops in Germany, France, UK, Northern Ireland, the US (Maryland, 2011, Yale, 2012) and Australia.

The session is on Tues 16th April 2015 09:00 – 17:00 on Talbot campus. There are limited spaces so please do ensure you get one by booking on the Organisational and Staff Development webpages.

NVivo – Introduction

Day 1

Offers a rounded introduction to NVivo and focuses on the requisite management decisions one should make at the beginning of one’s project such as what is my data?

Should I code audio or transcripts and what are the advantages and limitations of either approach? How does the software work?

Why should I integrate my background information or demographics and what is auto-coding and how might it help to better understand my data and prepare it for the cycles of manual interpretive coding to follow?

How do I integrate my chosen methodological approach in using NVivo and reconcile it with the philosophical underpinnings to apply such methods as Grounded Theory, Discourse Analysis, Content Analysis, Thematic Analysis or Narrative Interpretive Methods as just some examples.

Day 1 has an emphasis on the conceptual although the afternoon session is more rooted in the practical. By the end of day 1, participants should be able to set-up an NVivo database, back it up, import their data, setup a coding structure and code their data to it and set up and integrate their demographics.

We have hired the services of an external facilitator to offer support in this for academic staff as part of the BRAD programme. Ben Meehan worked in industry for twenty six years. For the past thirteen years he has worked as an independent consultant in support of computer aided qualitative data analysis projects (CAQDAS). He is a QSR approved trainer and consultant. He has worked in all of the major universities and Institutes of Technology in Ireland and Northern Ireland. His work outside of the educational sector includes major global companies such as Intel where he consults in support of their on-going ethnographic research and the Centre for Global Health where he has recently worked in Tanzania, Malawi and Mozambique (2009) and in Ghana, Burkina Faso and Tanzania with the University of Heidelberg (2010) and Ethiopia for the Ethiopian Public Health Association (2011) and the Population Council, Zambia (2012). Apart from Africa, Ben regularly conducts workshops in Germany, France, UK, Northern Ireland, the US (Maryland, 2011, Yale, 2012) and Australia.

The session is on Tues 14th April 2015 09:00 – 17:00 on Talbot campus. There are limited spaces so please do ensure you get one by booking on the Organisational and Staff Development webpages.

Developing Professional Researcher Networks Workshop – 15th April 2015

The aim of this workshop is to give for Early Career Researchers or PhD students (particularly final year students) skills to conduct effective professional networking conversations and to use networking as a tool for developing their professional networks.

Networking is recognised by established researchers and Academics as an essential tool for career development and professional advancement.

In contrast, research reveals that many Early Career Researchers feel very uncertain about networking, in respect to both the practical “how to do it” issues and the underlying, often values-based questions “Why it is important ?” and “Should I be doing this?”.

We will address various aspects of networking and develop the appropriate physical and mental skills necessary to improve our skill set in confident networking techniques.

Progress will be made through discussions and group exercises to develop essential skills, build confidence and overcome anxiety or blocks to performance.

As a result of this workshop participants will :

  • Increase their understanding of the professional importance of networking
  • Improve their ability to communicate confidently in networking conversations
  • Understand the importance of body language in effective communication
  • Have tools to deal with stress or anxiety related to networking
  • Have strategies to develop collaborations or increase visibility.

We have hired the services of an external facilitator to offer support in this for academic staff as part of the BRAD programme. Dr Margaret Collins has a 20+ year academic career background and uses her experience and subsequent training in theories such as Neuro-Linguistic Programming to deliver advice on how to increase personal effectiveness in these areas.

You sometimes have to invest a little time to free up more later on – the session on Weds 15th April 2015 09:30 – 12:30 on Talbot campus is a worthwhile investment. There are limited spaces so please do ensure you get one by booking on the Organisational and Staff Development webpages.

BRAD can help you to develop your research career

What is the aim of BRAD?  The BU Researcher/Academic Development (BRAD) programme is a tailor made framework of development sessions for you, our BU researchers, based on the Vitae Researcher Development Framework (RDF). This holistic framework provides professional and personal development in the key areas of:

A. Knowledge & Intellectual Abilities

B. Personal Effectiveness

C. Research Governance & Organization

D. Engagement, Influence & Impact

How did we consult you in creating BRAD ? A poll was posted on our blog to explore which training areas you would like us to host and this was followed by an online survey to explore the training needs of early career researchers (ECRs) in particular. The results concluded you would like training in a wide range of development areas from specific methodology to an academic career path. Feedback also clearly said sessions should be about two hours and that Wednesdays were the preferred date for sessions and the framework follows this structure. There are a few sessions which run for longer than two hours and this is because of the subject matter.

What kind of sessions are we running? The programme comprises of a wide range of facilitated development sessions held on campus (by internal and external presenters), online research modules from Epigeum (so you can learn in your own time) and the Vitae’s RDF. The facilitated sessions cover everything from research skills to personal effectiveness, from using SPSS to creating impact through your research. The online training covers a range of topics from getting published to managing your research career which you can undertake at your own time. You can identify which sessions to attend by undertaking the simple ‘My Academic Development Needs: Self-Assessment’ (MADNSA) or use Vitae’s jazzy Excel version which is more detailed.  You can read case studies of real academics to see how using the planner based on this assessment has helped transform their careers if you still need a little convincing to complete this and also the top 10 tipsfrom researchers on using the framework.All academic staff at BU have access to this programme and you can attend whichever sessions you are interested in; you don’t have to attend the whole programme. For facilitated sessions, just book through the Staff Development webpages and for online modules, simply log into myBU  and search the BRAD community to view all courses and to get started!

Who can be part of BRAD? Any BU academic member of staff can sign up to the BRAD programme; there is no commitment required as to the number of sessions you undertake. We simply want to keep a record of those who are taking part in some of the BRAD facilitated and online sessions, so we can get your feedback on how useful they were.  You will be automatically added to the list when you sign up for a session with Staff Development.

How are you going to develop YOUR career as a researcher?

Back in March I launched the CROS and PIRLS surveys to gather your views on what life is like at BU. Having analysed the responses, some fantastic insights were gained from this and a working group is being established to address the common issues and make improvements; more information on these actions will be released on the blog in time.

One finding in particular grabbed my attention however which is and linked to our on-going work as part of our EC HR Excellence in Research Badge award and is a favourite subject for me; the development of an academic career path. When I finished my PhD I would have loved a structured training plan, useful guidance and some literature around this, and from the survey results it seems many of your (at various stages of your career) would also find this incredibly helpful.

I am currently putting the finishing touches to an optional and open to all set of development sessions you can undertake at BU and also some online training too. This programme will include assessing your current strengths and areas for further development as a researcher to help shape your skills and experience to build your career as you wish. More details on the ‘BRAD’ programme will be announced soon…

In the meantime, for anyone interested in developing your career as a researcher, Vitae’s new publication The Career-Wise Researcher is a really useful read. They also have guides on The Balanced Researcher, The Creative Researcher, The Engaging Researcher, The Leading Researcher and The Informed Researcher. As with all Vitae publications, they are short (around 10 pages each), easy to read and incredibly useful.  

 

You reap what you sow? The importance of seed-corn funding

Obtaining ‘seed-corn’ funding to get a new research idea off the ground can be crucial in developing your work, especially for early-career researchers. Whilst the initial ‘seed’ may be a relatively small amount of money, if spent wisely then watch it grow! This is particularly relevant at the moment due to the internal funding opportunities currently open for BU academics.

To show how seed-corn money could work for you, here’s an example of where it helped me. Back in 2009, the then School ofConservation Sciences (CS) ran an internal research funding scheme where the maximum amount awarded per project was £3000 and priority was given to applications with match funding. So I firstly had to formulate my research question and obtain some match-funding. After much reading and thinking I finally settled on my question (in a relatively new area for me but related to my other research) and successfully approached the Environment Agency for a modest amount of match-funding. The subsequent application to the CS scheme was successful.

Given the limited amount of money available, it had to be spent very carefully. A part-time researcher was used to complete the data collection and as the work progressed, further seed-corn funds were secured from external sources. These enabled us to expand the work and resulted in the subsequent publication of several journal articles. These were important in underpinning further funding applications as we could now show the work was relevant and we were competent in doing it! Inevitably, a number of these funding applications failed but through perseverance and refining the ideas (reading, discussions with colleagues etc), we have recently been awarded two separate PhD studentships by external funders. This includes a NERC CASE studentship, where the industrial partner is the same Environment Agency collaborator I first approached in 2009. Looking ahead, as these PhDs deliver their research then this should enable the development of more ambitious projects ideas that enable larger grant applications to be submitted.

So – hopefully- this example of showing how seed-corn funds can quite literally grow has motivated you to take advantage of those open internal funding schemes. Remember, the process of then turning seed-corn funds into something more substantial and long-term may not be easy: I have not mentioned the long hours spent putting together the funding applications that were turned down. But as a collaborator put it when I recently asked him how he managed to increase his NERC standard grant application success rate from 0 to 40 %:

‘…….the more I practised, the luckier I got’.