Good Practice Guidelines for Assessing VGI Data Quality

Assessing the data quality of Volunteered Geographic Information (VGI) is important for determining the fitness-for-use of VGI for different applications. This paper provides guidelines for good practice that may assist in quality assessment, in particular recommendations on additional data that could be used and procedures that could be implemented that will facilitate the assessment of VGI quality. Finally, the role of protocols is discussed in terms of how they might improve data quality assessment.

[1]  Jan de Leeuw,et al.  An Assessment of the Accuracy of Volunteered Road Map Production in Western Kenya , 2011, Remote. Sens..

[2]  Jacinto Estima,et al.  Flickr Geotagged and Publicly Available Photos: Preliminary Study of Its Adequacy for Helping Quality Control of Corine Land Cover , 2013, ICCSA.

[3]  Christoph Perger,et al.  Using control data to determine the reliability of volunteered geographic information about land cover , 2013, Int. J. Appl. Earth Obs. Geoinformation.

[4]  Carl F. Salk,et al.  Comparing the Quality of Crowdsourced Data Contributed by Expert and Non-Experts , 2013, PloS one.

[5]  S. Guptill,et al.  Elements of Spatial Data Quality , 1995 .

[6]  Steve Kelling,et al.  A method for measuring the relative information content of data from different monitoring protocols , 2010 .

[7]  M. Haklay How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets , 2010 .

[8]  Roberto Canavosio-Zuzelski,et al.  A Photogrammetric Approach for Assessing Positional Accuracy of OpenStreetMap© Roads , 2013, ISPRS Int. J. Geo Inf..

[9]  Steffen Fritz,et al.  Assessing the Accuracy of Volunteered Geographic Information arising from Multiple Contributors to an Internet Based Collaborative Project , 2013, Trans. GIS.

[10]  Vyron Antoniou,et al.  How Many Volunteers Does it Take to Map an Area Well? The Validity of Linus’ Law to Volunteered Geographic Information , 2010 .

[11]  M. Goodchild Citizens as sensors: the world of volunteered geography , 2007 .

[12]  Giles M. Foody,et al.  Using Volunteered Data in Land Cover Map Validation: Mapping West African Forests , 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[13]  Jamal Jokar Arsanjani,et al.  The emergence and evolution of OpenStreetMap: a cellular automata approach , 2015, Int. J. Digit. Earth.

[14]  Pascal Neis,et al.  The Street Network Evolution of Crowdsourced Maps: OpenStreetMap in Germany 2007-2011 , 2011, Future Internet.