New paper: Using crowdsourced imagery to detect cultural ecosystem services: a case study in South Wales, UK

Map showing the numbers of contributors for all three photo-sharing platforms across all grid units of the study area. Numbers in parentheses in the legend indicate the number of grid units in the specified range.

Gianfranco Gliozzo, who is completing his Engineering Doctorate at the Extreme Citizen Science group, written up his first case study and published it in ‘Ecology and Society’.  Cited as
Gliozzo, G., N. Pettorelli, and M. Haklay. 2016. Using crowdsourced imagery to detect cultural ecosystem services: a case study in South Wales, UK. Ecology and Society 21(3):6.

The paper went through many iterations and took its time, but it is finally out. The abstract is provided below, and the paper, in open access, can be found here

The paper is exploring the role of crowdsourced imagery, and it building on some work that Vyron Antoniou done in 2010 about understanding the geographical aspects of multiple photo-sharing websites. Gianfranco is demonstrating how such information can be used to address the policy issue of assessing the cultural benefit of open and protected spaces, which is known as cultural ecosystem services.

Within ecological research and environmental management, there is currently a focus on demonstrating the links between human well-being and wildlife conservation. Within this framework, there is a clear interest in better understanding how and why people value certain places over others. We introduce a new method that measures cultural preferences by exploring the potential of multiple online georeferenced digital photograph collections. Using ecological and social considerations, our study contributes to the detection of places that provide cultural ecosystem services. The degree of appreciation of a specific place is derived from the number of people taking and sharing pictures of it. The sequence of decisions and actions taken to share a digital picture of a given place includes the effort to travel to the place, the willingness to take a picture, the decision to geolocate the picture, and the action of sharing it through the Internet. Hence, the social activity of sharing pictures leaves digital proxies of spatial preferences, with people sharing specific photos considering the depicted place not only “worth visiting” but also “worth sharing visually.” Using South Wales as a case study, we demonstrate how the proposed methodology can help identify key geographic features of high cultural value. These results highlight how the inclusion of geographical user-generated content, also known as volunteered geographic information, can be very effective in addressing some of the current priorities in conservation. Indeed, the detection of the most appreciated nonurban areas could be used for better prioritization, planning, and management.

Esri Education User Conference talk: Citizen Science & Geographical Technologies: creativity, learning, and engagement

The slides below are from my keynote talk at the Esri Education User Conference 2016. The conference focused on creativity and its relevant to education and the utilisation of GIS (especially Esri software) at different levels of education.

My talk explored the area of citizen science and extreme citizen science and the way geographical technologies contribute to creativity and learning. As I continue to assume that many of the audience don’t know about citizen science, I start with a review of the field as a way to contextualise what we, as a group, try to do.

[The talk is similar, in parts, to other talks that are captured here on my blog (workshop on theory, practice and policy, standards and recommendation for citizen science, or the current developments in ExCiteS). I’m updating the slides with lessons on what seem to work or not in previous talks. Social media is helpful for that – I can see which points people found most useful/meaningful!]

The talk starts with an historical perspective of citizen science, continue with the societal and technical trends that are at the basis of the current growth in citizen science. Having done that, I’m using a typology that looks at domain (academic discipline), technology, and engagement as a way to introduce examples of citizen science activities. I’m using the trailer for the TV series ‘the Crowd & the Cloud’ to recap the discussions on citizen science activities. I also mention the growth of practitioners community through the Citizen Science Associations.

Next, on this basis, I’m covering the concepts and practices of Extreme Citizen Science – what we do and how. I’m using examples from the work on noise, community resource management and earthquake and fire preparedness to demonstrate the concept.

The last part of the talk focuses specifically on creativity and learning from the Citizen Cyberlab project, and I explain the next steps that we will carry out in the Doing It Together Science project. I complete the talk by giving examples for activities that the audience can do by themselves.

Throughout the talk, I’m showing how Esri technologies are being used in citizen science. It wasn’t difficult to find examples – Esri’s GIS is used in BioBlitzes, Globe at Night, links to OpenStreetMap, and support the work that the ExCiteS group is doing. Survey123 and similar tools can be used to create novel projects and experiment with them. ArcGIS Online will be linked to GeoKey, to allow analysis of community mapping efforts. In short, there is plenty of scope for GIS as an integral part of citizen science projects.

Building Centre – from Mapping to Making

The London based Building Centre organised an evening event – from Mapping to Making –  which looked at the “radical evolution in the making and meaning of maps is influencing creative output. New approaches to data capture and integration – from drones to crowd-sourcing – suggest maps are changing their impact on our working life, particularly in design.”  The event included 5 speakers (including me, on behalf of Mapping for Change) and a short discussion.

Lewis Blackwell of the Building Centre opened the evening by noting that in a dedicated exhibition on visualisation and the city, the Building Centre is looking at new visualisation techniques. He realised that a lot of the visualisations are connected to mapping – it’s circular: mapping can ask and answer questions about the design process of the build environment, and changes in the built environment create new data. The set of talks in the evening is exploring the role of mapping.

Rollo Home, Geospatial Product Development Manager, Ordnance Survey (OS), started by thinking about the OS as the ‘oldest data company in the world‘. The OS thinking of itself as data company – the traditional mapping products that are very familiar represent only 5% of turnover. The history of OS go back to 1746 and William Roy’s work on accurately mapping Britain. The first maps produced in Kent, for the purpose of positioning ordinances. The maps of today, when visualised, look somewhat the same as maps from 1800, but the current maps are in machine readable formats that mean that the underlying information is very different. Demands for mapping changed over the years: Originally for ordinances, then for land information and taxation, and later helping the development of the railways. During WW I & II the OS led many technological innovations – from national grid in 1930s to photogrammetry. In 1973 the first digital maps were produced, and the process was completed in the 1980s. This was, in terms of data structures, still structured as a map. Only in 2000, MasterMap appear with more machine readable format that is updated 10,000 times a day, based on Oracle database (the biggest spatial data in the world) – but it’s not a map. Real world information is modelled to allow for structure and meaning. Ability to answer questions from the database is critical to decision-making. The information in the data can become explicit to many parts of the information – from the area of rear gardens to height of a building. They see developments in the areas of oblique image capture, 3D data, details under the roof, facades and they do a lot of research to develop their future directions – e.g. challenges of capturing data in cloud points. They see data that come from different sources including social media, satellite, UAVs, and official sources. Most of Smart Cities/Transport etc. areas need geospatial information and the OS is moving from mapping to data, and enabling better decisions.

Rita Lambert, Development Planning Unit, UCL. Covered the ReMap Lima project – running since 2012, and looking at marginalised neighbourhoods in the city. The project focused on the questions of what we are mapping and what we are making through representations. Maps contain potential of what might become – we making maps and models that are about ideas, and possibilities for more just cities. The project is collaboration between DPU and CASA at UCL, with 3 NGOs in Lima, and 40 participants from the city. They wanted to explore the political agency of mapping, open up spaces to negotiate outcomes and expand the possibilities of spatial analysis in marginalised areas in a participatory action-learning approach. The use of technology is in the context of very specific theoretical aims. Use of UAV is deliberate to explore their progressive potential. They mapped the historic centre which is overmapped and it is marginalised through over-representation (e.g. using maps to show that it need regeneration) while the periphery is undermapped – large part of the city (50% of the area), and they are marginalised through omission. Maps can act through undermapping or overmapping. Issues are very different – from evictions, lack of services, loss of cultural heritage (people and building) at the centre, while at the informal settlement there are risks, land trafficking, destruction of ecological infrastructure, and lack of coordination between spatial planning between places. The process that they followed include mapping from the sky (with a drone) and mapping from the ground (through participatory mapping using aerial images). The drones provided the imagery in an area that changes rapidly – and the outputs were used in participatory mapping, with the people on the ground deciding what to map and where to map. The results allow to identify eviction through changes to the building that can be observed from above. The mapping process itself was also a mean to strengthen community organisations. The use of 3D visualisation at the centre and at the periphery helped in understanding the risks that are emerging or the changes to their area. Data collection is using both maps and data collection through tools such as EpiCollect+ and community mapping, and also printing 3D models so they can used by discussions and conversations. The work carries on as the local residents continue the work. The conclusion: careful consideration for the use of technology in the context, and mapping from the sky and the ground go hand in hand. Creating these new representation are significant and what is that we are producing. more information at  and

Simon Mabey, Digital Services Lead for City Modelling, Arup. Simon discussed city modelling in Arup – with the moved from visualisation to more sophisticated models. He leads on modelling cities in 3D, since the 1988, when visualisation of future designs was done stitching pieces of paper and photos. The rebuilding of Manchester in the mid 1990s, led to the development of 3D urban modelling, with animations and created an interactive CDROM. This continued to develop the data about Manchester and then shared it with others. The models were used in different ways – from gaming software to online, and trying to find ways to allow people to use it in real world context. Many models are used in interactive displays – e.g. for attracting inward investment. They went on to model many cities across the UK, with different levels of details and area that is covered. They also starting to identify features underground – utilities and the such. Models are kept up to date through collaboration, with clients providing back information about things that they are designing and integrating BIM data. In Sheffield, they also enhance the model through planning of new projects and activities. Models are used to communicate information to other stakeholders – e.g. traffic model outputs, and also do that with pedestrians movement. Using different information to colour code the model (e.g. enregy) or acoustic modelling or flooding. More recently, they move to city analytics, understanding the structure within models – for example understanding solar energy potential with the use and consumption of the building. They find themselves needing information about what utility data exist and that need to be mapped and integrated into their analysis. They also getting mobile phone data to predict trip journeys that people make.

I was the next speaker, on behalf Mapping for Change. I provided the background of Mapping for Change, and the approach that we are using for the mapping. In the context of other talks, which focused on technology, I emphasised that just as we are trying to reach out to people in the places that they use daily and fit the participatory process into their life rhythms, we need to do it in the online environment. That mean that conversations need to go where they are – so linking to facebook, twitter or whatsapp. We should also know that people are using different ways to access information – some will use just their phone, other laptops, and for others we need to think of laptop/desktop environment. In a way, this complicates participatory mapping much more than earlier participatory web mapping systems, when participants were more used to the idea of using multiple websites for different purposes. I also mentioned the need for listening to the people that we work with, and deciding if information should be shown online or not – taking into account what they would like to do with the data. I mentioned the work that involve citizen science (e.g. air quality monitoring) but more generally the ability to collect facts and evidence to deal with a specific issue. Finally, I also used some examples of our new community mapping system, which is based on GeoKey.

The final talk was from Neil Clark, Founder, EYELEVEL. He is from an architectural visualisation company that work in the North East and operate in the built environment area. They are using architectural modelling and us Ordnance Survey data and then position the designs, so they can be rendered accurately. Many of the processes are very expensive and complex. They have developed a tool called EYEVIEW for accurate augmented reality – working on iPad to allow viewing models in real-time. This can cut the costs of producing these models. They use a tripod to make it easier to control. The tool is the outcome of 4 years of development, allow the navigation of the architectural model to move it to overlay with the image. They are aiming at Accurate Visual Representation and they follow the detailed framework that is used in London for this purpose

The discussion that follow explored the political nature of information and who is represented and how. A question to OS was how open it will be with the detailed data and while Rollo explained that access to the data is complicated one and it need to be funded. I found myself defending the justification of charging high detailed models by suggesting to imagine a situation where the universal provision of high quality data at national level wasn’t there, and you had to deal with each city data model.

The last discussion point was about the truth in the mapping and the positions that were raised – It about the way that people understand their truth or is there an absolute truth that is captured in models and maps – or represented in 3D visualisations? Interestingly, 3 of the talk assume that there is a way to capture specific aspects of reality (structures, roads, pollution) and model it by numbers, while Rita and I took a more interpretive and culturally led representations.

UCGIS webinar [Geographic information | Citizen] Science: reciprocal opportunities

At the request of Diana Sinton, the Executive Director of the University Consortium for Geographic Information Science (UCGIS), I gave the seminar talk about the linkage between Geographic Information Science and Citizen Science. A detailed description of the talk and the slides are available here.

The webinar announcement is at The webinar was recorded, so for UCGIS members it should be available later on.

OpenStreetMap in GIScience – Experiences, Research, and Applications

OSM in GIScience

A new book has just been published about OpenStreetMap and Geographic Information Science. The book, which was edited by Jamal Jokar Arsanjani, Alexander Zipf, Peter Mooney, Marco Helbich  is “OpenStreetMap in GISciene : Experiences, Research, and applications” contains 16 chapters on different aspects of OpenStreetMap in GIScience including 1) Data Management and Quality, 2) Social Context, 3) Network Modeling and Routing, and 4) Land Management and Urban Form.

I’ve contributed a preface to the book, titled “OpenStreetMap Studies and Volunteered Geographical Information” which, unlike the rest of the book, is accessible freely.

Transactions of the Institute of British Geographers virtual issue on GIScience

Since early 2010, I had the privilege of being a member of the editorial board of the journal Transactions of the Institute of British Geographers . It is a fascinating position, as the journal covers a wide range of topics in geography, and is also recognised as one of the top journals in the field and therefore the submissions are usually of high quality. Over the past 3 years, I was following a range of papers that deal with various aspects of Geographic Information Science (GIScience) from submission to publication either as a reviewer or as associate editor. Transactions of the IBG cover

In early 2011, I agreed to coordinate a virtual issue on GIScience.  The virtual issue is a collection of papers from the archives of the journal, demonstrating the breadth of coverage and the development of GIScience within the discipline of geography over the years. The virtual issues provide free access to a group of papers for a period of a year, so they can be used for teaching and research.

Editing the virtual issue was a very interesting task – I was exploring the archives of the journal, going back to papers that appeared in the 1950s and 1960s. When looking for papers that are relevant to GIScience, I came across various papers that relate to geography’s ‘Quantitative Revolution‘. The evolution of use of computers in geography and later on the applications of GIS is covered in many papers, so the selection was a challenge. Luckily, another member of the editorial board, Brian Lees, is also well versed in GIScience as the editor of the International Journal of GIScience. Together, we made the selection of the papers that are included in the issue. Other papers are not part of the virtual issue but are valuable further reading.

To accompany the virtual issue, I have written a short piece, focusing on the nature of GIScience in geography. The piece is titled “Geographic Information Science: tribe, badge and sub-discipline” and is exploring how the latest developments in technology and practice are integrated and resisted by the core group of people who are active GIScience researchers in geography.

You can access the virtual issue on Wiley-Blackwell online library and you will find papers from 1965 to today, with links to further papers that are relevant but not free for access. The list of authors is impressive, including many names that are associated with the development of GIScience over the years from Torstan Hägerstrand or David Rhind to current researchers such as Sarah Elwood, Agnieszka Leszczynski or  Matt Zook.

The virtual issue will be officially launched (and was timed to coincide with) at the GIScience 2012 conference.

As I cannot attend the conference, and as my paper mentioned the Twitter-based GeoWebChat (see which is coordinated by Alan McConchie, I am planning to use this medium for running a #geowebchat that is dedicated to the virtual issue on the 18th September 2012, at 4pm EDT, 9pm BST so those who attend the conference can join at the end of the workshops day.

Observing from afar or joining the action: OSM and GIScience research

At the State of the Map (EU) 2011 conference that was held in Vienna from 15-17 July, I gave a keynote talk on the relationships between the OpenStreetMap  (OSM) community and the GIScience research community. Of course, the relationships are especially important for those researchers who are working on volunteered Geographic Information (VGI), due to the major role of OSM in this area of research.

The talk included an overview of what researchers have discovered about OpenStreetMap over the 5 years since we started to pay attention to OSM. One striking result is that the issue of positional accuracy does not require much more work by researchers. Another important outcome of the research is to understand that quality is impacted by the number of mappers, or that the data can be used with confidence for mainstream geographical applications when some conditions are met. These results are both useful, and of interest to a wide range of groups, but there remain key areas that require further research – for example, specific facets of quality, community characteristics  and how the OSM data is used.

Reflecting on the body of research, we can start to form a ‘code of engagement’ for both academics and mappers who are engaged in researching or using OpenStreetMap. One such guideline would be  that it is both prudent and productive for any researcher do some mapping herself, and understand the process of creating OSM data, if the research is to be relevant and accurate. Other aspects of the proposed ‘code’ are covered in the presentation.

The talk is also available as a video from the TU Wien Matterhorn server