Bogdan Zagajewski

Comparison of support vector machine, random forest and neural network classifiers for tree species classification on airborne hyperspectral APEX images

Edwin Raczko, Bogdan Zagajewski · European Journal of Remote Sensing · 2017 · 353 citations · Full text

Tree Species Classification, Environmental Monitoring, Machine Learning +24

Comparison of Support Vector Machine and Random Forest Algorithms for Invasive and Expansive Species Classification Using Airborne Hyperspectral Data

Anita Sabat-Tomala, Edwin Raczko, Bogdan Zagajewski · Remote Sensing · 2020 · 149 citations · Full text

Engineering, Machine Learning, Forest Biometrics +20

Using moss and lichens in biomonitoring of heavy-metal contamination of forest areas in southern and north-eastern Poland

A. Kłos, Zbigniew Ziembik, Małgorzata Rajfur et al. · The Science of The Total Environment · 2018 · 95 citations

Biogeochemistry, Environmental Chemistry, Engineering +14

Comparison of Support Vector Machines and Random Forests for Corine Land Cover Mapping

Anca Dabija, Marcin Kluczek, Bogdan Zagajewski et al. · Remote Sensing · 2021 · 82 citations · Full text

Engineering, Forest Biometrics, Land Use +22

Comparison of Random Forest, Support Vector Machines, and Neural Networks for Post-Disaster Forest Species Mapping of the Krkonoše/Karkonosze Transboundary Biosphere Reserve

Bogdan Zagajewski, Marcin Kluczek, Edwin Raczko et al. · Remote Sensing · 2021 · 71 citations · Full text

Engineering, Machine Learning, Forestry +21