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

Anca Dabija, Marcin Kluczek, Bogdan Zagajewski, +6

Remote Sensing

EngineeringForest BiometricsLand UseForestryLand Cover +20

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, +3

Remote Sensing

EngineeringMachine LearningForestryDisaster DetectionEarth Science +19

Study of fauna population changes on Penguin Island and Turret Point Oasis (King George Island, Antarctica) using an unmanned aerial vehicle

Małgorzata Korczak−Abshire, Anna Zmarz, Mirosław Rodzewicz, +3

Polar Biology

EngineeringField RoboticsOceanographyUnmanned VehicleSocial Sciences +14

Assessment of Sentinel-2 Images, Support Vector Machines and Change Detection Algorithms for Bark Beetle Outbreaks Mapping in the Tatra Mountains

Robert Migas-Mazur, Marlena Kycko, Tomasz Zwijacz‐Kozica, +1

Remote Sensing

EngineeringForest BiometricsForestryChange DetectionEarth Science +20

Reviews and syntheses: Remotely sensed optical time series for monitoring vegetation productivity

Lammert Kooistra, Katja Berger, Benjamin Brede, +30

Biogeosciences

Vegetation ProductivityEarth ObservationPrecision AgricultureEnvironmental MonitoringEngineering +12

The Impact of Tourist Traffic on the Condition and Cell Structures of Alpine Swards

Marlena Kycko, Bogdan Zagajewski, Samantha Lavender, +2

Remote Sensing

Environmental MonitoringEngineeringBotanyMovement EcologyAir Temperature +16

Airborne HySpex Hyperspectral Versus Multitemporal Sentinel-2 Images for Mountain Plant Communities Mapping

Marcin Kluczek, Bogdan Zagajewski, Marlena Kycko

Remote Sensing

Earth ObservationEnvironmental MonitoringEngineeringGeomorphologyLand Use +18

Crop stress detection from UAVs: best practices and lessons learned for exploiting sensor synergies

Erekle Chakhvashvili, Miriam Machwitz, Michal Antala, +23

Precision Agriculture

Hyperspectral vs. Multispectral data: Comparison of the spectral differentiation capabilities of Natura 2000 non-forest habitats

Anna Jarocińska, Dominik Kopeć, Marlena Kycko, +2

ISPRS Journal of Photogrammetry and Remote Sensing

EngineeringMultispectral ImagingForestryTerrestrial SensingEarth Science +14

Feasibility of hyperspectral vegetation indices for the detection of chlorophyll concentration in three high Arctic plants: Salix polaris, Bistorta vivipara, and Dryas octopetala

Bogdan Zagajewski, Marlena Kycko, Hans Tømmervik, +4

Acta Societatis Botanicorum Poloniae

Plant PhysiologyEnvironmental MonitoringEngineeringBotanyForestry +16