The analysis of spatial and temporal changes of land cover and land use in the reclaimed areas with the application of airborne orthophotomaps and LANDSAT images

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The aim of this study was to investigate the possible use of geoinformatics tools and generally available geodata for mapping land cover/use on the reclaimed areas. The choice of subject was dictated by the growing number of such areas and the related problem of their restoration. Modern technology, including GIS, photogrammetry and remote sensing are relevant in assessing the reclamation effects and monitoring of changes taking place on such sites. The LULC classes mapping, supported with thorough knowledge of the operator, is useful tool for the proper reclamation process evaluation.

The study was performed for two post-mine sites: reclaimed external spoil heap of the sulfur mine Machów and areas after exploitation of sulfur mine Jeziórko, which are located in the Tarnobrzeski district. The research materials consisted of aerial orthophotos, which were the basis of on-screen vectorization; LANDSAT satellite images, which were used in the pixel and object based classification; and the CORINE Land Cover database as a general reference to the global maps of land cover and land use.

Anderson, J. R., Hardy, E. E., Roach, J. T., and Witmer, R. E. (1976). A land use and land cover classification system for use with remote sensor data. Washington, DC: U.S. Geological Survey, No. Professional Paper 964.

Baatz, M., and Schape, A. (2000). Multiresolution Segmentation: an optimization approach for high quality multi-scale image segmentation. Journal of Photogrammetry and Remote Sensing, 58(3-4), 12–23.

Bergen, K. M., and Dronova, I. (2007) Observing succession on aspen-dominated landscapes using a remote sensing-ecosystem approach. Landscape Ecology, 22, 1395-1410.

Blaschke, T., (2010). Object based image analysis for remote sensing. ISPRS Journal of Photogrammetry and Remote Sensing, 65(1), 2–16.

Chmielewski, S., Chmielewski, T. and Tompalski, P. (2014). Land cover and landscape diversity analysis in the West Polesie Biosphere Reserve. International Agrophysics, 28(2), 153-162. DOI:10.2478/intag-2014-0003

Czernecka, A. and Duma, J. (2002). Master’s thesis: „The assessment of the state of the management of the reclaimed external repository of the sulfur mine Machów”- supervision of Dr. Stanisław Kowalik, Eng., 2002.

De Kok, R. and Wezyk, P. (2008). Principles of full autonomy in image interpretation. The basic architectural design for a sequential process with image objects. In T. Blaschke, S. Lang, and G. J. Hay (Eds.), Object-Based Image Analysis: Spatial Concepts for Knowledge-Driven Remote Sensing Applications (1st ed., 697–710). Berlin: Springer Berlin Heidelberg.

Drzewiecki, W., Wężyk, P., Pierzchalski, M. and Szafrańska B. (2014). Quantitative and Qualitative Assessment of Soil Erosion Risk in Małopolska (Poland), Supported by an Object-Based Analysis of High-Resolution Satellite Images. Pure Appl. Geophys., 171 (6), 867-895. DOI: 10.1007/s00024-013-0669-7

Dudzińska-Nowak, J. and Wężyk, P. (2014). Volumetric changes of a soft cliff coast 2008-2012 based on DTM from airborne laser scanning (Wolin Island, southern Baltic Sea). Journal of Coastal Research 04/2014, 70(SI), 59-64. DOI: 10.2112/SI70-011.1

Hajdo, S., Klich, J. and Galiniak G. (2007). Environmental and technological achievements in the 40-year history of the borehole mining sulfur in Poland. Mining and Geoengineering, Year 31, Issue 1.3.

Hay, G. J., and Castilla, G. (2006). Object-based image analysis: strengths, weaknesses, opportunities and threats (SWOT). The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 36(4).

Hejmanowska, B. (2006). The use of remote sensing in monitoring the degraded areas by mining activities, New Mining, No. 1,

Krzaklewski, W., Chwastek, J., Golda, T. and Kowalik, S. (1989). Reclamation of mining lignite and sulfur. Economy Mineral Resources, 5(1), 269-291.

Pietrzykowski, M., Krzaklewski, W., Woś, B., and Pietrzak, W. (2012). Assessment of forest management of reclaimed areas after borehole sulfur. Przegląd Górniczy, Miesięcznik Stowarzyszenia Inżynierów i Techników Górnictwa, 7(68), 98-103.

Szostak, M. and Nowicka, M. (2013). The use of geo-technologies for land use mapping on reclaimed areas. Archive of Photogrammetry, Photogrammetry, Cartography and Remote Sensing, Vol. 25, 203-216.

Szostak, M. and Węzyk, P. (2013). GNNS measurements in forest environment using various receivers and measurement modes. Archive of Photogrammetry, Photogrammetry, Cartography and Remote Sensing, 25, 217-231.

Szostak, M., Wężyk P. and Tompalski P. (2014). Aerial Orthophoto and Airborne Laser Scanning as Monitoring Tools for Land Cover Dynamics: A Case Study from the Milicz Forest District (Poland). Pure and Applied Geophysics, 171(6), 857-866, DOI: 10.1007/s00024-013-0668-8

Tompalski, P., Coops N. C., White J. and Wulder, M.A. (2014). Simulating the impacts of error in species and height upon tree volume derived from airborne laser scanning data. Forest Ecology and Management, 09/2014, 327:167–177. DOI: 10.1016/j.foreco.2014.05.011

Townsend, P. A., Helmers, D. P., Kingdon, C. C., McNeil, B. E., de Beurs, K. M., and Eshleman, K. N. (2009). Changes in the extent of surface mining and reclamation in the Central Appalachians detected using a 1976–2006 LANDSAT time series. Remote Sensing of Environment, 113(1).

Wężyk, P. and Krzaklewski, W. (1999). Opportunities, problems and results of the use of digital photogrammetry techniques, GPS and GIS in land reclamation sand mine. Conference: Opencast mining – Environment – Reclamation – with particular regard to KWB Belchatow, Belchatow, 8-9. 06.1999, 147–154.

Wężyk, P., Krzaklewski W., and Wójcik J. (2014). Die 2D und 3D-Strukturen der Flora in der rekultievierten Gebieten anhand der Leserbefliegungen erfassten Punktenwolken. In: Cała M., von Bismarck F., Illing M. (Ed.): Geotechnische und Umweltaspekte bei der Rekultivierung und Revitalisierung von Bergbaufolgelandschaften in Polen und in Deutschland. Kraków, Wydawnictwa AGH, s. 108-123, 339-353.

Wężyk, P., Szostak M. and Tompalski, P. (2013). Use of Airborne Laser Scanning Data for a Revision and Update of a Digital Forest Map and its Descriptive Database: A Case Study from the Tatra National Park. The Carpathians: Integrating Nature and Society Towards Sustainability, Part IV, 615–627, Springer Berlin Heidelberg, DOI: 10.1007/978-3-642-12725-0_43

Xia, S., Ruan, R., Yan, M., and She, Y. (2011). Extraction of Hongze Lake Reclamation Area Based on RADARSAT SAR and LANDSAT ETM+. Procedia Environmental Sciences, 10, Part C, 2294-2300.

Geodesy and Cartography

The Journal of Committee on Geodesy of Polish Academy of Sciences

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