The Potential of Open Geodata for Automated Large-Scale Land Use and Land Cover Classification

Quantifying land use/land cover spatio-temporal landscape pattern dynamics from Hyperion using SVMs classifier and FRAGSTATS®

(2017) Salim Lamine et al.   Geocarto International

Operational High Resolution Land Cover Map Production at the Country Scale Using Satellite Image Time Series

(2017) Jordi Inglada et al.   Remote Sensing

Assessing the suitability of GlobeLand30 for mapping land cover in Germany

(2016) Jamal Jokar Arsanjani et al.   International Journal of Digital Earth

Copernicus high-resolution layers for land cover classification in Italy

(2016) Luca Congedo et al.   Journal of Maps

Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas

(2016) Charlotte Pelletier et al.   REMOTE SENSING OF ENVIRONMENT

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

(2016) Benjamin Mack et al.   Remote Sensing Letters

Land use intensity trajectories on Amazonian pastures derived from Landsat time series

(2015) Philippe Rufin et al.   International Journal of Applied Earth Observation and Geoinformation

Exploring issues of training data imbalance and mislabelling on random forest performance for large area land cover classification using the ensemble margin

(2015) Andrew Mellor et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

High Resolution Land Cover/Land Use Mapping of Large Areas – Current Status and Upcoming Trends

(2015) Klaus-Ulrich Komp   Photogrammetrie Fernerkundung Geoinformation

Mining dense Landsat time series for separating cropland and pasture in a heterogeneous Brazilian savanna landscape

(2015) Hannes Müller et al.   REMOTE SENSING OF ENVIRONMENT

Improvement and expansion of the Fmask algorithm: cloud, cloud shadow, and snow detection for Landsats 4–7, 8, and Sentinel 2 images

(2015) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

First comprehensive fine-resolution global land cover map in the world from China—Comments on global land cover map at 30-m resolution

(2015) YouHua Ran et al.   Science China-Earth Sciences

Mapping CORINE Land Cover from Sentinel-1A SAR and SRTM Digital Elevation Model Data using Random Forests

(2015) Heiko Balzter et al.   Remote Sensing

Comparing global land-cover products – implications for geoscience applications: an investigation for the trans-boundary Mekong Basin

(2014) Claudia Kuenzer et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Response to Comment on "High-resolution global maps of 21st-century forest cover change"

(2014) M. Hansen et al.   SCIENCE

Agricultural land change in the Carpathian ecoregion after the breakdown of socialism and expansion of the European Union

(2013) Patrick Griffiths et al.   Environmental Research Letters

Forest disturbances, forest recovery, and changes in forest types across the Carpathian ecoregion from 1985 to 2010 based on Landsat image composites

(2013) Patrick Griffiths et al.   REMOTE SENSING OF ENVIRONMENT

Evaluating effectiveness of down-sampling for stratified designs and unbalanced prevalence in Random Forest models of tree species distributions in Nevada

(2012) Elizabeth A. Freeman et al.   ECOLOGICAL MODELLING

Conventional and fuzzy comparisons of large scale land cover products: Application to CORINE, GLC2000, MODIS and GlobCover in Europe

(2012) A. Pérez-Hoyos et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Recent Developments in High Performance Computing for Remote Sensing: A Review

(2011) Craig A. Lee et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Mining urban land-use patterns from volunteered geographic information by means of genetic algorithms and artificial neural networks

(2011) Julian Hagenauer et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Object-based cloud and cloud shadow detection in Landsat imagery

(2011) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Classifiers vs. input variables—The drivers in image classification for land cover mapping

(2009) M. Heinl et al.   International Journal of Applied Earth Observation and Geoinformation

Comparison of Topographic Correction Methods

(2009) Rudolf Richter et al.   Remote Sensing

OpenStreetMap: User-Generated Street Maps

(2008) M. Haklay et al.   IEEE PERVASIVE COMPUTING

Land-Cover Observations as Part of a Global Earth Observation System of Systems (GEOSS): Progress, Activities, and Prospects

(2008) M. Herold et al.   IEEE Systems Journal

Exploratory Undersampling for Class-Imbalance Learning

(2008) Xu-Ying Liu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Using CORINE land cover and the point survey LUCAS for area estimation

(2008) Javier Gallego et al.   International Journal of Applied Earth Observation and Geoinformation