Object-Based Ensemble Learning for Pan-European Riverscape Units Mapping Based on Copernicus VHR and EU-DEM Data Fusion

A comprehensive assessment of stream fragmentation in Great Britain

(2019) Joshua Jones et al.   SCIENCE OF THE TOTAL ENVIRONMENT

High-Resolution Vegetation Mapping Using eXtreme Gradient Boosting Based on Extensive Features

(2019) Heng Zhang et al.   Remote Sensing

Comparing Deep Neural Networks, Ensemble Classifiers, and Support Vector Machine Algorithms for Object-Based Urban Land Use/Land Cover Classification

(2019) Shahab Eddin Jozdani et al.   Remote Sensing

Geobia Achievements and Spatial Opportunities in the Era of Big Earth Observation Data

(2019) Stefan Lang et al.   ISPRS International Journal of Geo-Information

Remotely sensed rivers in the Anthropocene: state of the art and prospects

(2019) Hervé Piégay et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Geographic object-based image analysis (GEOBIA): emerging trends and future opportunities

(2018) Gang Chen et al.   GIScience & Remote Sensing

Very High Resolution Object-Based Land Use–Land Cover Urban Classification Using Extreme Gradient Boosting

(2018) Stefanos Georganos et al.   IEEE Geoscience and Remote Sensing Letters

A comparison of multiple classifier combinations using different voting-weights for remote sensing image classification

(2018) Huaifei Shen et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

(2018) Mariana Belgiu et al.   REMOTE SENSING OF ENVIRONMENT

Gaofen-3 PolSAR Image Classification via XGBoost and Polarimetric Spatial Information

(2018) et al.   SENSORS

Aerial Mapping of Forests Affected by Pathogens Using UAVs, Hyperspectral Sensors, and Artificial Intelligence

(2018) Juan Sandino et al.   SENSORS

LiDAR-based fluvial remote sensing to assess 50-100-year human-driven channel changes at a regional level: the case of the Piedmont Region, Italy

(2018) S. Bizzi et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Multi-Temporal Image Analysis for Fluvial Morphological Characterization with Application to Albanian Rivers

(2018) Daniele Spada et al.   ISPRS International Journal of Geo-Information

Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application

(2017) Stefanos Georganos et al.   GIScience & Remote Sensing

Object-based habitat mapping using very high spatial resolution multispectral and hyperspectral imagery with LiDAR data

(2017) Alex Okiemute Onojeghuo et al.   International Journal of Applied Earth Observation and Geoinformation

Improvement of land-cover classification over frequently cloud-covered areas using Landsat 8 time-series composites and an ensemble of supervised classifiers

(2017) Chuc Duc Man et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A review of supervised object-based land-cover image classification

(2017) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Human pressures and ecological status of European rivers

(2017) B. Grizzetti et al.   Scientific Reports

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hierarchical Object-Based Mapping of Riverscape Units and in-Stream Mesohabitats Using LiDAR and VHR Imagery

(2016) Luca Demarchi et al.   Remote Sensing

Random Forest Classification of Wetland Landcovers from Multi-Sensor Data in the Arid Region of Xinjiang, China

(2016) Shaohong Tian et al.   Remote Sensing

“FluvialCorridor”: A new ArcGIS toolbox package for multiscale riverscape exploration

(2015) Clément Roux et al.   GEOMORPHOLOGY

A GEOBIA Methodology for Fragmented Agricultural Landscapes

(2015) Angel Garcia-Pedrero et al.   Remote Sensing

Comparing Machine Learning Classifiers for Object-Based Land Cover Classification Using Very High Resolution Imagery

(2014) Yuguo Qian et al.   Remote Sensing

Multi-scale factors controlling the pattern of floodplain width at a network scale: The case of the Rhône basin, France

(2013) Bastiaan Notebaert et al.   GEOMORPHOLOGY

Geographic Object-Based Image Analysis – Towards a new paradigm

(2013) Thomas Blaschke et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Accounting for the area of polygon sampling units for the prediction of primary accuracy assessment indices

(2013) Julien Radoux et al.   REMOTE SENSING OF ENVIRONMENT

What is the Relative Effect of Space and Time to Explain the Braided River Width and Island Patterns at a Regional Scale?

(2013) B. Belletti et al.   RIVER RESEARCH AND APPLICATIONS

A method for the assessment and analysis of the hydromorphological condition of Italian streams: The Morphological Quality Index (MQI)

(2012) M. Rinaldi et al.   GEOMORPHOLOGY

An Evaluation of Bagging, Boosting, and Random Forests for Land-Cover Classification in Cape Cod, Massachusetts, USA

(2012) Bardan Ghimire et al.   GIScience & Remote Sensing

Multiple Endmember Unmixing of CHRIS/Proba Imagery for Mapping Impervious Surfaces in Urban and Suburban Environments

(2012) Luca Demarchi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Random forest regression and spectral band selection for estimating sugarcane leaf nitrogen concentration using EO-1 Hyperion hyperspectral data

(2012) Elfatih M. Abdel-Rahman et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Making riverscapes real

(2011) Patrice Carbonneau et al.   GEOMORPHOLOGY

Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends

(2011) Qihao Weng   REMOTE SENSING OF ENVIRONMENT

Assessing object-based classification: advantages and limitations

(2011) Desheng Liu et al.   Remote Sensing Letters

Remote sensing of rivers: the emergence of a subdiscipline in the river sciences

(2010) W. Andrew Marcus et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Spatial disaggregation and aggregation procedures for characterizing fluvial features at the network-scale: Application to the Rhône basin (France)

(2010) Adrien Alber et al.   GEOMORPHOLOGY

Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery

(2008) Jonathan Cheung-Wai Chan et al.   REMOTE SENSING OF ENVIRONMENT