Centrum Badań Kosmicznych PAN

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Papers by EOD: year 2018 and earlier


  • Jenerowicz M., Banaszkiewicz M. (2018), Asteroid (21) Lutetia: Semi-Automatic Impact Craters Detection and Classification. Int. Arch. Photogramm. Remote Sens., doi:10.5194/isprs-archives-XLII-2-479-2018
  • Woźniak E., Kofman W., Lewiński S., Wajer P., Rybicki M., Aleksandrowicz S., Włodarkiewicz A. (2018), Multi-temporal polarimetry in land-cover classification. International Journal of Remote Sensing,
  • Kotarba A.Z., Nowakowski A. (2018), Impact of snow cover on impervious surface detection. International Journal of Remote Sensing,
  • Kotarba A.Z. (2018) Vertical profile of cloud amount over Poland: variability and uncertainty based on CloudSat-CALIPSO observations. International Journal of Climatology, doi:10.1002/joc.5558
  • Kulczyk S., Woźniak, E., Derek, M. (2018) Landscape, facilities and visitors: An integrated model of recreational ecosystem services, Ecosystem Services, doi: 10.1016/j.ecoser.2018.02.016
  • Woźniak E., Kulczyk S., Derek M. (2018) From intrinsic to service potential: An approach to assess tourism landscape potential, Landscape and Urban Planning, 170, 209-220, doi: 10.1016/j.landurbplan.2017.10.006
  • Wajer P., Woźniak E., Kofman W., Rybicki M., Lewiński S. (2018) Simulation of SAR images of urban areas by using the ray tracing method with measured values of backscatter coefficients, International Journal of Remote Sensing, 39:9, 2671-2689, doi: 10.1080/01431161.2018.1430396


  • Kukawska E. et al. (2017). Multitemporal Sentinel-2 data – remarks and observations. 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), Brugge, 2017, pp. 1-4, doi: 10.1109/Multi-Temp.2017.8035212
  • Lewiński S., Nowakowski A., Malinowski R., Rybicki M., Kukawska E., Krupiński M. (2017). Aggregation of Sentinel-2 time series classifications as a solution for multitemporal analysis. In Proc. SPIE 10427, Image and Signal Processing for Remote Sensing XXIII, 104270B doi: 10.1117/12.2277976
  • Angelidis I., Levin G., Díaz-Varela R. A., Malinowski R. (2017). Assessment of changes in formations of non-forest woody vegetation in southern Denmark based on airborne LiDAR. Environmental Monitoring and Assessment, 189(9), 437, doi: 10.1007/s10661-017-6119-8
  • Derek M., Woźniak E., Kulczyk S. (2017). Tourism in a nature-based destination: the human versus the ecological perspectives, Tourism Geographies, 10.1080/14616688.2017.1314545
  • Malinowski, R., Groom, G.B., Heckrath, G. (2017). Do Remote Sensing Mapping Practices Adequately Address Localized Flooding? A Critical Overview, et al. Springer Science Reviews, doi: 10.1007/s40362-017-0043-8
  • Kotarba A.Z. (2017). Inconsistency of surface-based (SYNOP) and satellite-based (MODIS) cloud amount estimations due to the interpretation of cloud detection results. International Journal of Climatology, 37, 4092-4104, doi:10.1002/joc.5011


  • Kotarba A.Z., Aleksandrowicz S. (2016) Impervious surface detection with nighttime photography from the International Space Station. Remote Sensing of Environment Volume 176, April 2016, Pages 295-307, doi: 10.1016/j.rse.2016.02.009
  • Woźniak E., Kofman W., Wajer P., Lewiński S., Nowakowski A. (2016) The influence of filtration and decomposition window size on the thresholdvalue and accuracy of land-cover classification of polarimetric SAR images, International Journal of Remote Sensing, 37:1, 212-228, doi: 10.1080/01431161.2015.1125548
  • Aleksandrowicz, S.; Wawrzaszek, A.; Drzewiecki, W.; Krupiński, M. (2016) Change Detection Using Global and Local Multifractal Description, IEEE Geoscience and Remote Sensing Letters, Volume: 13, Issue: 8, Aug. 2016, doi: 10.1109/LGRS.2016.2574940
  • Kotarba A.Z. (2016) Comparison of Differences Between MODIS 250 m and 1 km Cloud Masks. Atmospheric Research, 181, 54-62, doi:10.1016/j.atmosres.2016.06.014
  • Kulczyk S., Woźniak E., Derek M., Kowalczyk M. (2016) How much is the “wonder of nature” worth? The valuation of tourism in the Great Masurian Lakes using travel cost method, Ekonomia i Środowisko, V.4 Nr.59
  • Drzewiecki W., Wawrzaszek A., Krupiński M., Aleksandrowicz S., Bernat K. (2016) Applicability of multifractal features as global characteristics of WorldView-2 panchromatic satellite images, European Journal of Remote Sensing, 49:1, 809-834, doi: 10.5721/EuJRS20164943
  • Peng Y., Kheir R.B., Adhikari K., Malinowski R., Greve M.B., Knadel M., Greve, M.H. (2016) Digital Mapping of Toxic Metals in Qatari Soils Using Remote Sensing and Ancillary Data. Remote Sensing, 8, 1003, doi:10.3390/rs8121003
  • Malinowski R., Höfle B., Koenig K., Groom G., Schwanghart W., Heckrath G. (2016) Local-scale flood mapping on vegetated floodplains from radiometrically calibrated airborne LiDAR data. ISPRS Journal of Photogrammetry and Remote Sensing 2016, 119, 267-279, doi: 10.1016/j.isprsjprs.2016.06.009
  • Jenerowicz M., Kemper T. (2016) An improved automated procedure for informal and temporary dwellings detection and enumeration, using mathematical morphology operators on VHR satellite data, Remote Sensing Technologies and Applications in Urban Environments, doi: 10.1117/12.2254808
  • Kotarba A.Z. (2016) Regional high-resolution cloud climatology based on MODIS cloud detection data, Volume 36, Issue 8 30 June 2016 Pages 3105–3115, doi: 10.1002/joc.4539


  • Kotarba, A.Z. (2015) Impact of Moderate Resolution Imaging Spectroradiometer (MODIS) cloud mask interpretation on cloud amount estimation, Journal of Geophysical Research, Volume 120, Issue 17, September 2015 Pages 8971–8986, doi: 10.1002/2015JD023277
  • Wawrzaszek A., Walichnowska M., Krupiński M., (2015) Ocena przydatności poziomu multifraktalności do opisu wysokorozdzielczych danych pozyskanych przez satelity Landsat, Archiwum Fotogrametrii, Kartografii i Teledetekcji 2015, vol. 27, s. 175-184 ISSN 2083-2214, eISSN 2391-9477, doi: 10.14681/afkit.2015.013
  • Kulczyk S.,Woźniak E. , Derek M. , Kowalczyk M. (2015) Pomiar marszrutowy jako narzędzie monitoringu aktywności turystycznej. Przykład Wielkich Jezior Mazurskich. Problemy Ekologii Krajobrazu, T. XXXIX, 111–119
  • Nowakowski A. (2015) Remote Sensing Data Binary Classification Using Boosting with Simple Classifiers, Acta Geophys. (2015) 63: 1447, doi: 10.1515/acgeo-2015-004
  • Wawrzaszek A., Krupiński M., Drzewiecki W., Aleksandrowicz S. (2015) Multifraktalna analiza zobrazowań satelitarnych , Archiwum Fotogrametrii, Kartografii i Teledetekcji 2015, vol. 27, s. 163-173 ISSN 2083-2214, eISSN 2391-947, doi: 10.14681/afkit.2015.012
  • Malinowski R., Groom G., Schwanghart W., Heckrath G. (2015) Detection and delineation of localized flooding from worldview-2 multispectral data. Remote Sensing 2015, 7, 14853-14875, doi: 10.3390/rs71114853
  • Lewiński S., Aleksandrowicz S., Banaszkiewicz M. (2015) Testing Texture of VHR Panchromatic Data as a Feature of Land Cover Classification, Acta Geophysica, Volume 63, Issue 2, pp 547–567, doi: 10.2478/s11600-014-0250-5
  • Kotarba A.Z. (2015) Evaluation of ISCCP cloud amount with MODIS observations, Atmospheric Research, vol. 153, 310-317, doi: 10.1016/j.atmosres.2014.09.006


  • Krupiński M., Wawrzaszek A., Drzewiecki W., Aleksandrowicz S. (2014) Usefulness of the fractal dimension in the context of hyperspectral data description, SGEM2014 Conference Proceedings, ISBN 978-619-7105-12-4 / ISSN 1314-2704, June 19-25, 2014, Book 2, Vol. 3, 367-374 pp
  • Lewiński S., Aleksandrowicz S., Banaszkiewicz M. 2014. “Testing Texture of VHR Panchromatic Data as a Feature of Land Cover Classification.” Acta Geophysica, December, 1–21. doi:10.2478/s11600-014-0250-5
  • Aleksandrowicz Sebastian, Konrad Turlej, Stanisław Lewiński, and Zbigniew Bochenek. 2014. “Change Detection Algorithm for the Production of Land Cover Change Maps over the European Union Countries.” Remote Sensing 6 (7): 5976–94. doi:10.3390/rs6075976
  • Pyka K.; Drzewiecki W.; Bernat K. ; Wawrzaszek A.; Krupiński M. Usefulness of wavelet-based features as global descriptors of VHR satellite images. Proc. SPIE 9244, Image and Signal Processing for Remote Sensing XX, 92441D (October 13, 2014)
  • Wawrzaszek A., Aleksandrowicz S., Krupiński M., Drzewiecki W. Influence of Image Filtering on Land Cover Classification when using Fractal and Multifractal Features. PFG Photogrammetrie, Fernerkundung, Geoinformation Jahrgang 2014 Heft 2 (2014), p.101-115
  • Banaszkiewicz M., Smith G., Gallego J., Aleksandrowicz S., Lewinski S., Kotarba A., Bochenek Z., Dabrowska-Zielińska K., Turlej K., Groom A., Lamb A., Esch T., Metz A., Törmä M., Vassilev, V., Vaitkus G., (2014). European Area Frame Sampling Based on Very High Resolution Images. Land Use and Land Cover Mapping in Europe. 75-88. Springer Netherlands.


  • Krupiński M., Drzewiecki W., Wawrzaszek A., Aleksandrowicz S. Initial Evaluation of the Applicability of Multifractal Measures as Global Content-Based Image Descriptors. ESA-EUSC-JRC 8th conference on image information mining; 10/2013
  • Drzewiecki W., Wawrzaszek A., Aleksandrowicz S., Krupinski M., Bernat K. Comparison of selected textural features as global content-based descriptors of VHR satellite image. Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
  • Wawrzaszek A., Krupinski, M. ; Aleksandrowicz S., Drzewiecki W. Fractal and multifractal characteristics of very high resolution satellite images. Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International.
  • Wawrzaszek A., Krupiński M., Aleksandrowicz S., Drzewiecki W.: Formalizm multifraktalny w analizie zobrazowań satelitarnych. Archiwum Fotogrametrii, Kartografii i Teledetekcji, vol. 25, s.261–272, 2013
  • Drzewiecki W., Wawrzaszek A., Krupiński M., Aleksandrowicz S., Bernat K.: Comparison of selected textural features as global content-based descriptors of VHR satellite image – the EROS-A study. 2013 Federated Conference on Computer Science and Information


  • Drzewiecki W., Jenerowicz M., Aleksandrowicz S., Krupiński M. Spatial Modeling of Potential Ways of Crossing the Borders by Illegal Immigrants. Annals of Geomatics 2012, t.10 z4, pp 49-64
  • Lewiński S., Sotnikov O., Krupiński M., Parshyna O., Dąbrowski R., 2012. „Zdjęcia satelitarne SICH-2 – pierwsze analizy”. Archiwum Fotogrametrii, Kartografii i Teledetekcji Vol. 24, ISBN 978-83-61576-22-8, 2012, s. 177 – 186
  • Stopa K., Nowakowski A., 2012. “MatSIM – automatyczne dopasowanie pary zdjęć satelitarnych metodą analizy cech przestrzennych“ Archiwym Fotogrametrii, Kartografii i Teledetekcji. Vol. 24, 2012, ISBN 978-83-61576-22-8, s. 357 – 366
  • Lewiński S., Aleksandrowicz S., 2012 “Ocena możliwości wykorzystania tekstury w rozpoznaniu podstawowych klas pokrycia terenu na zdjęciach satelitarnych różnej rozdzielczości€ “Archiwym Fotogrametrii, Kartografii i Teledetekcji. Vol. 23, 2012, ISBN 978-8
  • Aleksandrowicz S., Lewiński S., Kotarba A., 2012 “Zastosowanie transformacji IR-MAD w detekcji zmian na zdjęciach satelitarnych.”€ť Archiwym Fotogrametrii, Kartografii i Teledetekcji. Vol. 23, 2012, ISBN 978-83-61576-19-8, s. 11-17
  • Banaszkiewicz M., Lewiński S., Aleksandrowicz S., Woźniak E., Kotarba A., Krupiński M., “Zastosowanie technik satelitarnych w rolnictwie zrównoważonym, wybrane przykłady zastosowań”, Problemy Inżynierii Rolniczej, 3(77), 109-122, 2012
  • Drzewiecki W., Jenerowicz M., Aleksandrowicz S., Krupiński M. “Modelowanie przestrzenne potencjalnych dróg przenikania granicy lądowej przez nielegalnych imigrantów”, Annals of Geomatics, Tom X, Zeszyt 4 (54), 49-64, 2012


  • Gromek A., Jenerowicz M. “SAR imagery change detection method for Land Border Monitoring” 6th International Workshop Analysis of Multi-temporal Remote Sensning Images, In Proc. of MultiTemp 2011, p 213-216, Print ISBN: 978-1-4577-1202-9, DOI: 10.1109/Multi-Temp.2011.6005086
  • Jenerowicz M., Kemper T., Soille T. “An automated procedure for detection of IDP’s dwellings using VHR satellite imagery” In Proc. of SPIE – Image Signal processing for Remote Sensing XVII, Vol. 8180 (SPIE, Bellingham, WA 2011), 818004
  • Kemper T., Jenerowicz M., Pesaresi M., Soille P. “Enumeration of dwellings in Darfur camps from GeoEye-1 satellite image using mathematical morphology”. IEE Journal of selected topics in applied Earth Observations and Remote Sensing, Vol. 4, No. 1, March
  • Kemper T., Jenerowicz M., Gueguen L., Poli D., Soille P. “Monitoring changes in the Menik Farm IDP camps in Sri Lanka using multi-temporal very high resolution satellite data”. International Journal of Digital Earth. Taylor&Francis Group, print ISSN 1753 – 8947


  • Stelmaszczuk, M., Drzewiecki, W. & Bielecki, M. (2010). Upowszechnianie wykorzystania informacji przestrzennej – propozycja specjalistycznego geoportalu. Polskie Towarzystwo Informacji Przestrzennej Roczniki Geomatyki. 6, 42, 121–130
  • Aleksandrowicz S., Stelmaszczuk M., Bochenek Z., Lewiński S., Turlej K., Groom A., Metz A., Esch T., Gurova E., Vaitkus G., 2010. „Seasonal & Annual Change Monitoring” in Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physi
  • Jenerowicz M., Kemper T., Pesaresi M., Soille P. “Post-event damage assessment using morphological methodology on 0.5m resolution satellite data.”Italian Journal of Remote Sensing – 2010, 42(3)
  • Malinowski, R. Land border monitoring with remote sensing technologies. Proceedings of SPIE – The International Society for Optical Engineering, 2010
  • Lewinski S., Bochenek Z., Turlej K., Application of an Object-Oriented Method for Classification of VHR Satellite Images Using a Rule-Based Approach and Texture Measures, Geoinformation Issues 2010, Vol. 2, no. 1(2), 19-26


  • Stelmaszczuk, M. & Wołk-Musiał, E. (2009). Metodyka przetwarzania oraz ocena przydatności zdjęć termalnych wykonanych przez satelitę Landsat w badaniach geologicznych. Teledetekcja środowiska, 39, 48-58
  • Sedo, P., Diaz, R., Gracia, V., Romero, L., Piolle, J.F., Kerbaol, V., Michail, A., Pittam, N., Kitson & Stelmaszczuk, M. (2009). PEARL – System do zarządzania środowiskiem portowym. Archiwum Fotogrametrii, Kartografii i Teledetekcji, Vol. 20, 2009
  • Kemper T., Jenerowicz M., Soille P. “Counting people in refugee/IDP camps in Darfur/Sudan: what error is acceptable?”, Proc. of VALgEO 2009, European Comission, Joint Research Centre, pp. 153-155
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