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Detecting Historical Terrain Anomalies with UAV-LiDAR Data Using Spline-Approximation and Support Vector Machines

IEEE journal of selected topics in applied earth observations and remote sensing, 2023-01, Vol.16, p.1-16

2023

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Analyzing Gradual Vegetation Changes in the Athabasca Oil Sands Region using Landsat Data

IEEE journal of selected topics in applied earth observations and remote sensing, 2023-01, Vol.16, p.1-13

2023

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Classifier ensembles for land cover mapping using multitemporal SAR imagery

ISPRS journal of photogrammetry and remote sensing, 2009-09, Vol.64 (5), p.450-457

2009

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Morphological Attribute Profiles for the Analysis of Very High Resolution Images

IEEE transactions on geoscience and remote sensing, 2010-10, Vol.48 (10), p.3747-3762

2010

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Random Forest and Rotation Forest for fully polarized SAR image classification using polarimetric and spatial features

ISPRS journal of photogrammetry and remote sensing, 2015-07, Vol.105, p.38-53

2015

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Extended profiles with morphological attribute filters for the analysis of hyperspectral data

International journal of remote sensing, 2010-01, Vol.31 (22), p.5975-5991

2010

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Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data

IEEE transactions on geoscience and remote sensing, 2010-07, Vol.48 (7), p.2880-2889

2010

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Combining Sentinel-1 and Sentinel-2 data for improved land use and land cover mapping of monsoon regions

International journal of applied earth observation and geoinformation, 2018-12, Vol.73, p.595-604

2018

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Importance of spatially distributed hydrologic variables for land use change modeling

Environmental modelling & software : with environment data news, 2016-09, Vol.83, p.245-254

2016

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A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring

Remote sensing (Basel, Switzerland), 2016-01, Vol.8 (1), p.70

2016

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In-depth comparisons of MaxEnt, biased SVM and one-class SVM for one-class classification of remote sensing data

Remote sensing letters, 2017-03, Vol.8 (3), p.290-299

2017

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Mapping and monitoring of land use changes in post-Soviet western Ukraine using remote sensing data

Applied geography (Sevenoaks), 2014-12, Vol.55, p.155-164

2014

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Evaluation of Multi-Frequency SAR Images for Tropical Land Cover Mapping

Remote sensing (Basel, Switzerland), 2018-02, Vol.10 (2), p.257

2018

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Shapelet-Based Sparse Representation for Landcover Classification of Hyperspectral Images

IEEE transactions on geoscience and remote sensing, 2016-03, Vol.54 (3), p.1623-1634

2016

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imageRF – A user-oriented implementation for remote sensing image analysis with Random Forests

Environmental modelling & software : with environment data news, 2012-07, Vol.35, p.192-193

2012

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Automatic Detection of Rivers in High-Resolution SAR Data

IEEE journal of selected topics in applied earth observations and remote sensing, 2012-10, Vol.5 (5), p.1364-1372

2012

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Mapping Lower Saxony’s salt marshes using temporal metrics of multi-sensor satellite data

International journal of applied earth observation and geoinformation, 2022-12, Vol.115, p.103123, Article 103123

2022

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Classifying Stand Compositions in Clover Grass Based on High-Resolution Multispectral UAV Images

Remote sensing (Basel, Switzerland), 2024-07, Vol.16 (14), p.2684

2024

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Tropical land use land cover mapping in Pará (Brazil) using discriminative Markov random fields and multi-temporal TerraSAR-X data

International journal of applied earth observation and geoinformation, 2017-12, Vol.63, p.244-256

2017

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Can I Trust My One-Class Classification?

Remote sensing (Basel, Switzerland), 2014-09, Vol.6 (9), p.8779-8802

2014

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Mapping of hyperspectral AVIRIS data using machine-learning algorithms

Canadian journal of remote sensing, 2009-01, Vol.35 (sup1), p.S106-S116

2009

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Incremental Import Vector Machines for Classifying Hyperspectral Data

IEEE transactions on geoscience and remote sensing, 2012-09, Vol.50 (9), p.3463-3473

2012

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Estimating LAI From Winter Wheat Using UAV Data and CNNs

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-5

2022

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Hierarchical classification with subsequent aggregation of heathland habitats using an intra-annual RapidEye time-series

International journal of applied earth observation and geoinformation, 2020-05, Vol.87, p.102036, Article 102036

2020

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Mapping Land Management Regimes in Western Ukraine Using Optical and SAR Data

Remote sensing (Basel, Switzerland), 2014-06, Vol.6 (6), p.5279-5305

2014

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Detecting Historical Terrain Anomalies with UAV-LiDAR Data Using Spline-Approximation and Support Vector Machines

Analyzing Gradual Vegetation Changes in the Athabasca Oil Sands Region using Landsat Data

Classifier ensembles for land cover mapping using multitemporal SAR imagery

Morphological Attribute Profiles for the Analysis of Very High Resolution Images

Random Forest and Rotation Forest for fully polarized SAR image classification using polarimetric and spatial features

Extended profiles with morphological attribute filters for the analysis of hyperspectral data

Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data

Combining Sentinel-1 and Sentinel-2 data for improved land use and land cover mapping of monsoon regions

Importance of spatially distributed hydrologic variables for land use change modeling

A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring

In-depth comparisons of MaxEnt, biased SVM and one-class SVM for one-class classification of remote sensing data

Mapping and monitoring of land use changes in post-Soviet western Ukraine using remote sensing data

Evaluation of Multi-Frequency SAR Images for Tropical Land Cover Mapping

Shapelet-Based Sparse Representation for Landcover Classification of Hyperspectral Images

imageRF – A user-oriented implementation for remote sensing image analysis with Random Forests

Automatic Detection of Rivers in High-Resolution SAR Data

Mapping Lower Saxony’s salt marshes using temporal metrics of multi-sensor satellite data

Classifying Stand Compositions in Clover Grass Based on High-Resolution Multispectral UAV Images

Tropical land use land cover mapping in Pará (Brazil) using discriminative Markov random fields and multi-temporal TerraSAR-X data

Can I Trust My One-Class Classification?

Mapping of hyperspectral AVIRIS data using machine-learning algorithms

Incremental Import Vector Machines for Classifying Hyperspectral Data

Estimating LAI From Winter Wheat Using UAV Data and CNNs

Hierarchical classification with subsequent aggregation of heathland habitats using an intra-annual RapidEye time-series

Mapping Land Management Regimes in Western Ukraine Using Optical and SAR Data

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