Exploiting the Classification Performance of Support Vector Machines with Multi-Temporal Moderate-Resolution Imaging Spectroradiometer (MODIS) Data in Areas of Agreement and Disagreement of Existing Land Cover Products

Comparison of support vector machine, neural network, and CART algorithms for the land-cover classification using limited training data points

(2012) Yang Shao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology

(2012) Peter M. Atkinson et al.   REMOTE SENSING OF ENVIRONMENT

Exploring the Use of MODIS NDVI-Based Phenology Indicators for Classifying Forest General Habitat Categories

(2012) Nicola Clerici et al.   Remote Sensing

Highlighting continued uncertainty in global land cover maps for the user community

(2011) Steffen Fritz et al.   Environmental Research Letters

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

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

A time series for monitoring vegetation activity and phenology at 10-daily time steps covering large parts of South America

(2011) Clement Atzberger et al.   International Journal of Digital Earth

Evaluating the effectiveness of smoothing algorithms in the absence of ground reference measurements

(2011) Clement Atzberger et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Comparison and assessment of coarse resolution land cover maps for Northern Eurasia

(2011) Dirk Pflugmacher et al.   REMOTE SENSING OF ENVIRONMENT

Assessing effects of temporal compositing and varying observation periods for large-area land-cover mapping in semi-arid ecosystems: Implications for global monitoring

(2011) Christian Hüttich et al.   REMOTE SENSING OF ENVIRONMENT

Comparison and relative quality assessment of the GLC2000, GLOBCOVER, MODIS and ECOCLIMAP land cover data sets at the African continental scale

(2010) Armel Thibaut Kaptué Tchuenté et al.   International Journal of Applied Earth Observation and Geoinformation

Support vector machines in remote sensing: A review

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

Mapping global urban areas using MODIS 500-m data: New methods and datasets based on ‘urban ecoregions’

(2010) Annemarie Schneider et al.   REMOTE SENSING OF ENVIRONMENT

Hypertemporal Classification of Large Areas Using Decision Fusion

(2009) T. Udelhoven et al.   IEEE Geoscience and Remote Sensing Letters

A kernel functions analysis for support vector machines for land cover classification

(2009) T. Kavzoglu et al.   International Journal of Applied Earth Observation and Geoinformation

MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets

(2009) Mark A. Friedl et al.   REMOTE SENSING OF ENVIRONMENT

Identifying and quantifying uncertainty and spatial disagreement in the comparison of Global Land Cover for different applications

(2008) STEFFEN FRITZ et al.   GLOBAL CHANGE BIOLOGY

Multiclass and Binary SVM Classification: Implications for Training and Classification Users

(2008) A. Mathur et al.   IEEE Geoscience and Remote Sensing Letters

Harshness in image classification accuracy assessment

(2008) Giles M. Foody   INTERNATIONAL JOURNAL OF REMOTE SENSING

Some challenges in global land cover mapping: An assessment of agreement and accuracy in existing 1 km datasets

(2008) M. Herold et al.   REMOTE SENSING OF ENVIRONMENT