Object-Oriented LULC Classification in Google Earth Engine Combining SNIC, GLCM, and Machine Learning Algorithms

Big Data for a Big Country: The First Generation of Canadian Wetland Inventory Map at a Spatial Resolution of 10-m Using Sentinel-1 and Sentinel-2 Data on the Google Earth Engine Cloud Computing Platform

(2020) Masoud Mahdianpari et al.   CANADIAN JOURNAL OF REMOTE SENSING

Explaining the unsuitability of the kappa coefficient in the assessment and comparison of the accuracy of thematic maps obtained by image classification

(2020) Giles M. Foody   REMOTE SENSING OF ENVIRONMENT

Exploring the Impact of Various Spectral Indices on Land Cover Change Detection Using Change Vector Analysis: A Case Study of Crete Island, Greece

(2020) Christos Polykretis et al.   Remote Sensing

Combining Radar and Optical Imagery to Map Oil Palm Plantations in Sumatra, Indonesia, Using the Google Earth Engine

(2020) Thuan Sarzynski et al.   Remote Sensing

Mapping and Assessing the Dynamics of Shifting Agricultural Landscapes Using Google Earth Engine Cloud Computing, a Case Study in Mozambique

(2020) Sosdito Mananze et al.   Remote Sensing

Mapping summer soybean and corn with remote sensing on Google Earth Engine cloud computing in Parana state – Brazil

(2020) Alex Paludo et al.   International Journal of Digital Earth

Improved land cover map of Iran using Sentinel imagery within Google Earth Engine and a novel automatic workflow for land cover classification using migrated training samples

(2020) Arsalan Ghorbanian et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Comparison of UAV and Satellites Multispectral Imagery in Monitoring Onion Crop. An Application in the ‘Cipolla Rossa di Tropea’ (Italy)

(2020) Gaetano Messina et al.   Remote Sensing

Validation of Copernicus Sentinel-2 Cloud Masks Obtained from MAJA, Sen2Cor, and FMask Processors Using Reference Cloud Masks Generated with a Supervised Active Learning Procedure

(2019) Louis Baetens et al.   Remote Sensing

Object-Based Land Cover Classification of Cork Oak Woodlands using UAV Imagery and Orfeo ToolBox

(2019) Giandomenico De Luca et al.   Remote Sensing

A methodology based on GEOBIA and WorldView-3 imagery to derive vegetation indices at tree crown detail in olive orchards

(2019) Francesco Solano et al.   International Journal of Applied Earth Observation and Geoinformation

Automatic Land-Cover Mapping using Landsat Time-Series Data based on Google Earth Engine

(2019) Shuai Xie et al.   Remote Sensing

Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine

(2019) Oliver Stromann et al.   Remote Sensing

Disturbance-Informed Annual Land Cover Classification Maps of Canada's Forested Ecosystems for a 29-Year Landsat Time Series

(2018) Txomin Hermosilla et al.   CANADIAN JOURNAL OF REMOTE SENSING

Urban-rural-natural gradient analysis with CORINE data: An application to the metropolitan France

(2018) Marco Vizzari et al.   LANDSCAPE AND URBAN PLANNING

Disturbance-Informed Annual Land Cover Classification Maps of Canada's Forested Ecosystems for a 29-Year Landsat Time Series

(2018) Txomin Hermosilla et al.   CANADIAN JOURNAL OF REMOTE SENSING

Land-cover mapping using Random Forest classification and incorporating NDVI time-series and texture: a case study of central Shandong

(2018) Yuhao Jin et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Land Cover Change in the Lower Yenisei River Using Dense Stacking of Landsat Imagery in Google Earth Engine

(2018) Kelsey E. Nyland et al.   Remote Sensing

The First Wetland Inventory Map of Newfoundland at a Spatial Resolution of 10 m Using Sentinel-1 and Sentinel-2 Data on the Google Earth Engine Cloud Computing Platform

(2018) Masoud Mahdianpari et al.   Remote Sensing

Estimating tree canopy cover percentage in a mediterranean silvopastoral systems using Sentinel-2A imagery and the stochastic gradient boosting algorithm

(2017) Sérgio Godinho et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Practical guidelines for choosing GLCM textures to use in landscape classification tasks over a range of moderate spatial scales

(2017) Mryka Hall-Beyer   INTERNATIONAL JOURNAL OF REMOTE SENSING

Remote Sensing Image Scene Classification: Benchmark and State of the Art

(2017) Gong Cheng et al.   PROCEEDINGS OF THE IEEE

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Nominal 30-m Cropland Extent Map of Continental Africa by Integrating Pixel-Based and Object-Based Algorithms Using Sentinel-2 and Landsat-8 Data on Google Earth Engine

(2017) Jun Xiong et al.   Remote Sensing

Landscape sequences along the urban–rural–natural gradient: A novel geospatial approach for identification and analysis

(2015) Marco Vizzari et al.   LANDSCAPE AND URBAN PLANNING

A Pixel-Based Landsat Compositing Algorithm for Large Area Land Cover Mapping

(2013) Patrick Griffiths et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

Evaluation of different machine learning methods for land cover mapping of a Mediterranean area using multi-seasonal Landsat images and Digital Terrain Models

(2012) Victor F. Rodriguez-Galiano et al.   International Journal of Digital Earth

The role of environmental and socio-demographic indicators in the analysis of land use changes in a protected area of the Natura 2000 Network: the case study of Lake Trasimeno, Umbria, Central Italy

(2011) Mara Bodesmo et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Terrestrial ecosystems from space: a review of earth observation products for macroecology applications

(2011) Marion Pfeifer et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Application of Remote Sensing in Water Resource Management: The Case Study of Lake Trasimeno, Italy

(2010) Claudia Giardino et al.   WATER RESOURCES MANAGEMENT

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Wetland mapping in the Congo Basin using optical and radar remotely sensed data and derived topographical indices

(2009) Jean-Robert B. Bwangoy et al.   REMOTE SENSING OF ENVIRONMENT

A method for integrating MODIS and Landsat data for systematic monitoring of forest cover and change in the Congo Basin

(2008) Matthew C. Hansen et al.   REMOTE SENSING OF ENVIRONMENT