Detailed Land Cover Mapping from Multitemporal Landsat-8 Data of Different Cloud Cover

Land cover mapping at very high resolution with rotation equivariant CNNs: Towards small yet accurate models

(2018) Diego Marcos et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND 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

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

High-Resolution Aerial Image Labeling With Convolutional Neural Networks

(2017) Emmanuel Maggiori et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Dense Semantic Labeling of Subdecimeter Resolution Images With Convolutional Neural Networks

(2017) Michele Volpi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

LLE Score: A New Filter-Based Unsupervised Feature Selection Method Based on Nonlinear Manifold Embedding and Its Application to Image Recognition

(2017) Chao Yao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A patch-based convolutional neural network for remote sensing image classification

(2017) Atharva Sharma et al.   NEURAL NETWORKS

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

(2017) Jordi Inglada et al.   Remote Sensing

Effect of Training Class Label Noise on Classification Performances for Land Cover Mapping with Satellite Image Time Series

(2017) Charlotte Pelletier et al.   Remote Sensing

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

Determining the Type and Starting Time of Land Cover and Land Use Change in Southern Ghana Based on Discrete Analysis of Dense Landsat Image Time Series

(2016) Hsiao-chien Shih et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Optical remotely sensed time series data for land cover classification: A review

(2016) Cristina Gómez et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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

Conterminous United States crop field size quantification from multi-temporal Landsat data

(2016) L. Yan et al.   REMOTE SENSING OF ENVIRONMENT

A meta-analysis of remote sensing research on supervised pixel-based land-cover image classification processes: General guidelines for practitioners and future research

(2016) Reza Khatami et al.   REMOTE SENSING OF ENVIRONMENT

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

Early Detection of Summer Crops Using High Spatial Resolution Optical Image Time Series

(2016) Claire Marais Sicre et al.   Remote Sensing

Production of a Dynamic Cropland Mask by Processing Remote Sensing Image Series at High Temporal and Spatial Resolutions

(2016) Silvia Valero et al.   Remote Sensing

A Scalable Geospatial Web Service for Near Real-Time, High-Resolution Land Cover Mapping

(2015) Konstantinos Karantzalos et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A support vector machine to identify irrigated crop types using time-series Landsat NDVI data

(2015) Baojuan Zheng et al.   International Journal of Applied Earth Observation and Geoinformation

Global land cover mapping at 30m resolution: A POK-based operational approach

(2015) Jun Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Cloud cover throughout the agricultural growing season: Impacts on passive optical earth observations

(2015) Alyssa K. Whitcraft et al.   REMOTE SENSING OF ENVIRONMENT

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

Assessing fruit-tree crop classification from Landsat-8 time series for the Maipo Valley, Chile

(2015) M.A. Peña 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

Assessment of an Operational System for Crop Type Map Production Using High Temporal and Spatial Resolution Satellite Optical Imagery

(2015) Jordi Inglada et al.   Remote Sensing

The Concept of Essential Climate Variables in Support of Climate Research, Applications, and Policy

(2014) Stephan Bojinski et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Forest Monitoring Using Landsat Time Series Data: A Review

(2014) Asim Banskota et al.   CANADIAN JOURNAL OF REMOTE SENSING

A multi-resolution global land cover dataset through multisource data aggregation

(2014) Le Yu et al.   Science China-Earth Sciences

The Spectral Response of the Landsat-8 Operational Land Imager

(2014) Julia Barsi et al.   Remote Sensing

A Concept for Uncertainty-Aware Analysis of Land Cover Change Using Geovisual Analytics

(2014) Christoph Kinkeldey   ISPRS International Journal of Geo-Information

Feature Selection via Cramer's V-Test Discretization for Remote-Sensing Image Classification

(2013) Bo Wu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Enhanced land use/cover classification of heterogeneous tropical landscapes using support vector machines and textural homogeneity

(2012) Jaime Paneque-Gálvez et al.   International Journal of Applied Earth Observation and Geoinformation

Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data

(2012) Peng Gong et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

A review of large area monitoring of land cover change using Landsat data

(2012) Matthew C. Hansen et al.   REMOTE SENSING OF ENVIRONMENT

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

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

The thermal zones of the Earth according to the duration of hot, moderate and cold periods and to the impact of heat on the organic world

(2011) Wladimir Köppen   METEOROLOGISCHE ZEITSCHRIFT

Support vector machines in remote sensing: A review

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