Benjamin Mack
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A semi-automated approach for the generation of a new land use and land cover product for Germany based on Landsat time-series and Lucas in-situ data
B Mack, P Leinenkugel, C Kuenzer, S Dech
Remote Sensing Letters 8 (3), 244-253, 2017
Optimization of object-based image analysis with random forests for land cover mapping
J Stefanski, B Mack, B Waske
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013
Remote sensing of scattered Natura 2000 habitats using a one-class classifier
S Stenzel, H Feilhauer, B Mack, A Metz, S Schmidtlein
International Journal of Applied Earth Observation and Geoinformation 33 …, 2014
Identification of high nature value grassland with remote sensing and minimal field data
S Stenzel, FE Fassnacht, B Mack, S Schmidtlein
Ecological indicators 74, 28-38, 2017
Crop type classification using fusion of sentinel-1 and sentinel-2 data: Assessing the impact of feature selection, optical data availability, and parcel sizes on the accuracies
A Orynbaikyzy, U Gessner, B Mack, C Conrad
Remote sensing 12 (17), 2779, 2020
Can i trust my one-class classification?
B Mack, R Roscher, B Waske
Remote Sensing 6 (9), 8779-8802, 2014
Multi-faceted land cover and land use change analyses in the Yellow River Basin based on dense Landsat time series: Exemplary analysis in mining, agriculture, forest, and urban …
C Wohlfart, B Mack, G Liu, C Kuenzer
Applied Geography 85, 73-88, 2017
Mapping raised bogs with an iterative one-class classification approach
B Mack, R Roscher, S Stenzel, H Feilhauer, S Schmidtlein, B Waske
ISPRS Journal of Photogrammetry and Remote Sensing 120, 53-64, 2016
Assessing forest cover dynamics and forest perception in the Atlantic Forest of Paraguay, combining remote sensing and household level data
E Da Ponte, B Mack, C Wohlfart, O Rodas, M Fleckenstein, N Oppelt, ...
Forests 8 (10), 389, 2017
Invasive tree species detection in the Eastern Arc Mountains biodiversity hotspot using one class classification
R Piiroinen, FE Fassnacht, J Heiskanen, E Maeda, B Mack, P Pellikka
Remote Sensing of Environment 218, 119-131, 2018
The potential of open geodata for automated large-scale land use and land cover classification
P Leinenkugel, R Deck, J Huth, M Ottinger, B Mack
Remote Sensing 11 (19), 2249, 2019
In-depth comparisons of MaxEnt, biased SVM and one-class SVM for one-class classification of remote sensing data
B Mack, B Waske
Remote sensing letters 8 (3), 290-299, 2017
Combining fractional cover images with one-class classifiers enables near real-time monitoring of fallows in the Northern Grains region of Australia
L Zhao, F Waldner, P Scarth, B Mack, Z Hochman
Remote Sensing 12 (8), 1337, 2020
Applied one-class classification of remote sensing data
BM Mack
Optimizing support vector data description by automatically generating outliers
B Mack, B Waske
EARSeL 7th SIG-Imaging Spectroscopy Workshop, Edinburgh, 2011
Crop Mapping for a Future Copernicus Agricultural Service
L Moser, G Ramminger, M Probeck, C Rieke, B Mack, C Storch, ...
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
Earth Observation Time Series for Global Environmental Change
C Künzer, K Clauss, A Dietz, P Leinenkugel, B Mack, I Klein, U Gessner, ...
Mapping paddy rice in Asia: a multi-sensor, time-series approach.
K Clauss, B Mack, S Dech, C Künzer
Pan-European Land Cover Classification with Landsat Data–Preliminary Results
B Mack, P Leinenkugel, J Huth, U Gessner, C Künzer
Proceedings of the 36th Annual EARSeL Symposium, 137-138, 2016
A full Automated Approach for the Generation and Analysis of Land Use and Land Cover Based on High Resolution Satellite Timeseries
B Mack, P Leinenkugel, C Künzer
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