Bogdan Zagajewski

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 20

Top Topics

Support Vector Machine

Hyperspectral Data

Top Venues

Comput. Environ. Urban Syst.

ISPRS Int. J. Geo Inf.

Publications

Marcin Kluczek, Bogdan Zagajewski, Marlena Kycko
Combining Multitemporal Optical and Radar Satellite Data for Mapping the Tatra Mountains Non-Forest Plant Communities. Remote. Sens. 16 (8) (2024)
Anita Sabat-Tomala, Edwin Raczko, Bogdan Zagajewski
Airborne Hyperspectral Images and Machine Learning Algorithms for the Identification of Lupine Invasive Species in Natura 2000 Meadows. Remote. Sens. 16 (3) (2024)
Bogdan Zagajewski, Marcin Kluczek, Karolina Barbara Zdunek, David Holland
Sentinel-2 versus PlanetScope Images for Goldenrod Invasive Plant Species Mapping. Remote. Sens. 16 (4) (2024)
Marcin Kluczek, Bogdan Zagajewski, Tomasz Zwijacz-Kozica
Mountain Tree Species Mapping Using Sentinel-2, PlanetScope, and Airborne HySpex Hyperspectral Imagery. Remote. Sens. 15 (3) (2023)
Anita Sabat-Tomala, Edwin Raczko, Bogdan Zagajewski
Mapping Invasive Plant Species with Hyperspectral Data Based on Iterative Accuracy Assessment Techniques. Remote. Sens. 14 (1) (2022)
Marcin Kluczek, Bogdan Zagajewski, Marlena Kycko
Airborne HySpex Hyperspectral Versus Multitemporal Sentinel-2 Images for Mountain Plant Communities Mapping. Remote. Sens. 14 (5) (2022)
Marlena Kycko, Bogdan Zagajewski, Marcin Kluczek, Anna Tardà, Lydia Pineda, Vicenç Palà, Jordi Corbera
Sentinel-2 and AISA Airborne Hyperspectral Images for Mediterranean Shrubland Mapping in Catalonia. Remote. Sens. 14 (21) (2022)
Anca Dabija, Marcin Kluczek, Bogdan Zagajewski, Edwin Raczko, Marlena Kycko, Ahmed H. Al-Sulttani, Anna Tarda, Lydia Pineda, Jordi Corbera
Comparison of Support Vector Machines and Random Forests for Corine Land Cover Mapping. Remote. Sens. 13 (4) (2021)
Robert Migas-Mazur, Marlena Kycko, Tomasz Zwijacz-Kozica, Bogdan Zagajewski
Assessment of Sentinel-2 Images, Support Vector Machines and Change Detection Algorithms for Bark Beetle Outbreaks Mapping in the Tatra Mountains. Remote. Sens. 13 (16) (2021)
Marta Samulowska, Szymon Chmielewski, Edwin Raczko, Michal Lupa, Dorota Myszkowska, Bogdan Zagajewski
Crowdsourcing without Data Bias: Building a Quality Assurance System for Air Pollution Symptom Mapping. ISPRS Int. J. Geo Inf. 10 (2) (2021)
Bogdan Zagajewski, Marcin Kluczek, Edwin Raczko, Ajda Njegovec, Anca Dabija, Marlena Kycko
Comparison of Random Forest, Support Vector Machines, and Neural Networks for Post-Disaster Forest Species Mapping of the Krkonoše/Karkonosze Transboundary Biosphere Reserve. Remote. Sens. 13 (13) (2021)
Anita Sabat-Tomala, Edwin Raczko, Bogdan Zagajewski
Comparison of Support Vector Machine and Random Forest Algorithms for Invasive and Expansive Species Classification Using Airborne Hyperspectral Data. Remote. Sens. 12 (3) (2020)
Marlena Kycko, Elzbieta Romanowska, Bogdan Zagajewski
Lead-Induced Changes in Fluorescence and Spectral Characteristics of Pea Leaves. Remote. Sens. 11 (16) (2019)
Marlena Kycko, Bogdan Zagajewski, Samantha J. Lavender, Anca Dabija
In Situ Hyperspectral Remote Sensing for Monitoring of Alpine Trampled and Recultivated Species. Remote. Sens. 11 (11) (2019)
Edwin Raczko, Bogdan Zagajewski
Tree Species Classification of the UNESCO Man and the Biosphere Karkonoski National Park (Poland) Using Artificial Neural Networks and APEX Hyperspectral Images. Remote. Sens. 10 (7) (2018)
Marlena Kycko, Bogdan Zagajewski, Samantha J. Lavender, Elzbieta Romanowska, Magdalena Zwijacz-Kozica
The Impact of Tourist Traffic on the Condition and Cell Structures of Alpine Swards. Remote. Sens. 10 (2) (2018)
Adriana Marcinkowska-Ochtyra, Bogdan Zagajewski, Edwin Raczko, Adrian Ochtyra, Anna Jarocinska
Classification of High-Mountain Vegetation Communities within a Diverse Giant Mountains Ecosystem Using Airborne APEX Hyperspectral Imagery. Remote. Sens. 10 (4) (2018)
Szymon Chmielewski, Marta Samulowska, Michal Lupa, Danbi J. Lee, Bogdan Zagajewski
Citizen science and WebGIS for outdoor advertisement visual pollution assessment. Comput. Environ. Urban Syst. 67 (2018)
Bogdan Zagajewski, Hans Tømmervik, Jarle W. Bjerke, Edwin Raczko, Zbigniew Bochenek, Andrzej Klos, Anna Jarocinska, Samantha J. Lavender, Dariusz Ziolkowski
Intraspecific Differences in Spectral Reflectance Curves as Indicators of Reduced Vitality in High-Arctic Plants. Remote. Sens. 9 (12) (2017)
Jerzy Cierniewski, Jakub Ceglarek, Arnon Karnieli, Slawomir Królewicz, Cezary Kazmierowski, Bogdan Zagajewski
Use of laboratory hyperspectral reflectance data of soils for predicting their diurnal albedo dynamics accomodating their roughness. WHISPERS (2016)
Jerzy Cierniewski, Cezary Kazmierowski, Slawomir Królewicz, Jan Piekarczyk, Marcin Wróbel, Bogdan Zagajewski
Effects of Different Illumination and Observation Techniques of Cultivated Soils on Their Hyperspectral Bidirectional Measurements Under Field and Laboratory Conditions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Jerzy Cierniewski, Jan Piekarczyk, Marcin Gulinski, Slawomir Królewicz, Bogdan Zagajewski
Use of undisturbed and artificial soil samples for the brf laboratory measurements of cultivated soils complementing the measurements acquired in the field. WHISPERS (2011)
Bogdan Zagajewski
Classification of high-mountain plant communities using artificial neural nets and hyperspectral data. WHISPERS (2010)
Dawid Olesiuk, Martin Bachmann, Martin Habermeyer, Wieke Heldens, Bogdan Zagajewski
SNNS application for crop classification using HyMap data. WHISPERS (2010)
Karoly Livius Bakos, Paolo Gamba, Bogdan Zagajewski
Combining classifiers for robust hyperspectral mapping using Hierarchical Trees and class memberships. IGARSS (2010)
Antonio J. Plaza, Andreas Müller, Rudolph Richter, Torbjørn Skauli, Zbynek Malenovský, José M. Bioucas-Dias, Stefan Hofer, Jocelyn Chanussot, Christian Jutten, Véronique Carrère, Ivar Baarstad, Peter Kaspersen, Jens Nieke, Klaus I. Itten, Timo Hyvarinen, Paolo Gamba, Fabio Dell'Acqua, Jón Atli Benediktsson, Michael E. Schaepman, Jan G. P. W. Clevers, Bogdan Zagajewski
HYPER-I-NET: European research network on hyperspectral imaging. IGARSS (2007)