Accuracy of the Soil Sealing Enhancement Product for Poland

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Abstract

Increasing urbanization results in constant enlarging of the artificial area closed to water infiltration. In 2006–2008, the Soil Sealing Enhancement (SSE) database was the part of the GMES Fast Track Service on Land Monitoring. The accuracy of the final product set by the authors should reach at least 85%. Orthorectified high resolution aerial photos of Poland were used to develop reference data constituting 20,000 random samples around the country. In each sample, the points were classified into three possible surface classes: natural, artificial and semi-sealed. Comparison of reference data to original project statistics revealed the values of accuracy, commission and omission errors in the SSE dataset. Although, SSE accuracy in Poland fulfils the criteria set by SSE authors with overall accuracy of 99.5%, the individual analysis for each category reveals many weaknesses. Preliminary interpretation of mistakes leads to the conclusion that the spatial resolution of pictures used in the SSE project is insufficient. In several cases, validation proved that omission errors were made in relation to construction sites or recently constructed buildings. It should be stated that the accuracy of SSE product for Poland should be treated as the maximum value of impervious surfaces.

Brabec E., Schulte S., Richards P.L., 2002. Impervious surfaces and water quality: a review of current literature and its implications for watershed planning. Journal of Planning Literature 16: 499–514.

Congalton R.G., Green K., 1993. A Practical Look at the Sources of Confusion in Error Matrix Generation. Photogrammetric Engineering and Remote Sensing 59: 641–644.

European Commission, 2012a. Guidelines on Best practice to limit, mitigate or compensate soil sealing. Commission Staff Working Document, Brussels (http://http://ec.europa.eu/environment/soil/pdf/soil_sealing_guidelines_en.pdf/; accessed: 27 March 2014).

European Commission., 2012b. Soil Sealing, In-depth Report. Science for Environment Policy. DG Environment News Alert Service, Brussels (http://http://ec.europa.eu/environment/archives/soil/pdf/sealing/Soil%20Sealing%20In-depth%20Report%20March%20version_final.pdf; accessed: 15 March 2014).

European Environment Agency, 2006. Tender Specifications, GMES Fast Track Service on Land Monitoring, High Resolution Core Land Cover Data for Built-up Areas, Including Degree of Soil Sealing. EEA/IDS/07/001 (http://www.eea.europa.eu/about-us/tenders/EEAIDS07001/tender_specifications.pdf; accessed: 10 March 2014).

Flinker P., 2010. The Need to Reduce Impervious Cover to Prevent Flooding and Protect Water Quality. Rhode Island Department of Environmental Management, Rhode Island (http://http://www.dem.ri.gov/programs/bpoladm/suswshed/pdfs/imperv.pdf/; accessed: 15 March 2014).

Foody G.M., 2002. Status of Land Cover Classification Accuracy Assessment. Remote Sensing of Environment 80: 185–201 (http://http://www2.geog.ucl.ac.uk/~mdisney/teaching/GEOGG141/papers/foody.pdf/; accessed: 15 March 2014).

Foody G.M., 2008. Harshness in image classification accuracy assessment. International Journal of Remote Sensing 29: 2137–3158 (http://eprints.nottingham.ac.uk/1995/1/ePrints_-ijrs-HARSH.pdf/; accessed: 17 July 2014).

Gallego F.J., 2010. Validation of GIS Layers in the EU. International Journal of Digital Earth 4: 42–57.

Hurbánek P., Atkinson P.M., Pazur R., Rosina K., Chockalingam J., 2010. Accuracy of built-up area mapping in Europe at varying scales and thresholds. In: Tate N.J., Fisher P.F. (eds), Accuracy 2010: Proceedings of the Ninth International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences: 385–388 (http://spatial-accuracy.org/Accuracy2010; accessed: 17 July 2014).

Klosterman K.B., 2012. The Role of Structural Stormwater Best Management Practices, Impervious Surfaces and Natural Factors of Base Flow in Massachusetts (http://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1858&context=theses/; accessed: 17 July 2014).

Kopecky M., Kahaba H., 2006. Updated Delivery Report, European Mosaic. European Environment Agency. GMES Fast Track Service on Land Monitoring (http://http://www.eea.europa.eu/data-and-maps/data/eea-fast-track-service-precursor-on-land-monitoring-degree-of-soil-sealing/eea-ftsp-degree-of-soil-sealing/eea-ftsp-degree-of-soil-sealing/download; accessed: 15 March 2014).

Maucha G., Büttner G., Kosztra B., 2011. European validation of GMES FTS Soil Sealing Enhancement data. European Environmental Agency. (http://www.eea.europa.eu/data-and-maps/data/eea-fast-track-service-precursor-on-land-monitoring-degree-of-soil-sealing/eea-ftsp-degree-of-soil-sealing-1/soilsealing_european_validation_finaldraf2t.pdf/download; accessed: 15 March 2014).

Müller R., Krauß T., Lehner M., Reinartz P., 2009a. Automatic Production of a European Orthoimage Coverage within the GMES Fast Track Service Using SPOT 4/5 and IRS-P6 LISS III Data. Wessling (http://citeseerx.ist.psu.edu/viewdoc/download;jsessionid=F56CB0D38DFE7CB70076FC85A07646FB?doi=10.1.1.222.3875&rep=rep1&type=pdf/; accessed: 15 March 2014).

Müller R., Krauß T., Lehner M., Reinartz P., Frorsgren J., Rönnbäck G., Karlson Å., 2009b. IMAGE2006 European Coverage, Methodology and Results. DLR IMF PB.

Polish Geoportal (http://geoportal.gov.pl; accessed: 30 March 2014).

Prokop G., 2012. Land Take and Soil Sealing: an Overview of the UE Situation. Paper presented at Soil Remediation and Soil Sealing Conference. European Commission, Brussels (http://ec.europa.eu/environment/archives/soil/pdf/may2012/11%20-%20Gundula%20Prokop%20-%20final.pdf/; accessed: 15 March 2014).

Tóth G., 2006. Soil Function and Soil Sealing. European Commission Joint Research Centre, Institute for Environment and Sustainability, Land Management and Natural Hazard Unit (http://eusoils.jrc.ec.europa.eu/events/SummerSchool_2006/Presentations/2_Toth_Soil%20functions%20and%20soil%20sealing.pdf/; accessed: 15 March 2014).

Weng Q., 2007. Remote sensing of impervious surfaces. CRC Press, Taylor & Francis Group, LLC.

Yang L., Huang C., Homer C.G., Wylie B.K., Coan M. J., 2003. An approach for mapping large-area impervious surfaces: synergistic use of Landsat-7 ETM+ and high spatial resolution imagery. Canadian Journal of Remote Sensing 29: 230–240.

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The Journal of Adam Mickiewicz University

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CiteScore 2017: 0.54

SCImago Journal Rank (SJR) 2017: 0.185
Source Normalized Impact per Paper (SNIP) 2017: 0.545

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