Semisupervised GDTW kernel-based fuzzy c-means algorithm for mapping vegetation dynamics in mining region using normalized difference vegetation index time series

Time-series cloud noise mapping and reduction algorithm for improved vegetation and drought monitoring

(2017) Saptarshi Mondal et al.   GIScience & Remote Sensing

Arrhythmia classification using Mahalanobis distance based improved Fuzzy C-Means clustering for mobile health monitoring systems

(2017) Nur Al Hasan Haldar et al.   NEUROCOMPUTING

MODIS phenology-derived, multi-year distribution of conterminous U.S. crop types

(2017) Richard Massey et al.   REMOTE SENSING OF ENVIRONMENT

Multiscale Remote Sensing to Map the Spatial Distribution and Extent of Cropland in the Sudanian Savanna of West Africa

(2017) Gerald Forkuor 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

Dimension Reduction of Multi-Spectral Satellite Image Time Series to Improve Deforestation Monitoring

(2017) Meng Lu et al.   Remote Sensing

Time–space characterization of vegetation in a semiarid mining area using empirical orthogonal function decomposition of MODIS NDVI time series

(2016) Shaogang Lei et al.   Environmental Earth Sciences

A Time-Weighted Dynamic Time Warping Method for Land-Use and Land-Cover Mapping

(2016) Victor Maus et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Optimization of spectral indices and long-term separability analysis for classification of cereal crops using multi-spectral RapidEye imagery

(2016) Henning Gerstmann et al.   International Journal of Applied Earth Observation and Geoinformation

Classification mapping and species identification of salt marshes based on a short-time interval NDVI time-series from HJ-1 optical imagery

(2016) Chao Sun et al.   International Journal of Applied Earth Observation and Geoinformation

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

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

Long term analysis of time series of satellite images

(2016) Thomas Guyet et al.   PATTERN RECOGNITION LETTERS

An evaluation of time-series smoothing algorithms for land-cover classifications using MODIS-NDVI multi-temporal data

(2016) Yang Shao et al.   REMOTE SENSING OF ENVIRONMENT

Preliminary analysis of the performance of the Landsat 8/OLI land surface reflectance product

(2016) Eric Vermote et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Rice Cropping Systems in Vietnam Using an NDVI-Based Time-Series Similarity Measurement Based on DTW Distance

(2016) Xudong Guan et al.   Remote Sensing

Large Area Mapping of Annual Land Cover Dynamics Using Multitemporal Change Detection and Classification of Landsat Time Series Data

(2015) Steven E. Franklin et al.   CANADIAN JOURNAL OF REMOTE SENSING

Improving forest aboveground biomass estimation using seasonal Landsat NDVI time-series

(2015) Xiaolin Zhu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

Mapping dynamic cover types in a large seasonally flooded wetland using extended principal component analysis and object-based classification

(2015) Iryna Dronova et al.   REMOTE SENSING OF ENVIRONMENT

Attribution of disturbance change agent from Landsat time-series in support of habitat monitoring in the Puget Sound region, USA

(2015) Robert E. Kennedy et al.   REMOTE SENSING OF ENVIRONMENT

Characterizing spectral–temporal patterns of defoliator and bark beetle disturbances using Landsat time series

(2015) Cornelius Senf et al.   REMOTE SENSING OF ENVIRONMENT

Cross-border forest disturbance and the role of natural rubber in mainland Southeast Asia using annual Landsat time series

(2015) Kenneth Grogan et al.   REMOTE SENSING OF ENVIRONMENT

An improved automated land cover updating approach by integrating with downscaled NDVI time series data

(2015) Xuehong Chen et al.   Remote Sensing Letters

Large Area Mapping of Annual Land Cover Dynamics Using Multitemporal Change Detection and Classification of Landsat Time Series Data

(2015) Steven E. Franklin et al.   CANADIAN JOURNAL OF REMOTE SENSING

Efficient Satellite Image Time Series Analysis Under Time Warping

(2014) Francois Petitjean et al.   IEEE Geoscience and Remote Sensing Letters

Land cover classification of finer resolution remote sensing data integrating temporal features from time series coarser resolution data

(2014) Kun Jia et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A parametric model for classifying land cover and evaluating training data based on multi-temporal remote sensing data

(2014) Hunter Glanz et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Accurate mapping of forest types using dense seasonal Landsat time-series

(2014) Xiaolin Zhu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Clustering based on eigenspace transformation – CBEST for efficient classification

(2013) Yanlei Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping and Evaluation of NDVI Trends from Synthetic Time Series Obtained by Blending Landsat and MODIS Data around a Coalfield on the Loess Plateau

(2013) Feng Tian et al.   Remote Sensing

Mapping Rubber Plantations and Natural Forests in Xishuangbanna (Southwest China) Using Multi-Spectral Phenological Metrics from MODIS Time Series

(2013) Cornelius Senf et al.   Remote Sensing

A Phenology-Based Classification of Time-Series MODIS Data for Rice Crop Monitoring in Mekong Delta, Vietnam

(2013) Nguyen-Thanh Son et al.   Remote Sensing

Use of MODIS and Landsat time series data to generate high-resolution temporal synthetic Landsat data using a spatial and temporal reflectance fusion model

(2012) Zheng Niu   Journal of Applied Remote Sensing

Impacts of changing climate and land use on vegetation dynamics in a Mediterranean ecosystem: insights from paleoecology and dynamic modeling

(2012) Paul D. Henne et al.   LANDSCAPE ECOLOGY

Spatio-temporal reasoning for the classification of satellite image time series

(2012) François Petitjean et al.   PATTERN RECOGNITION LETTERS

Identification of “ever-cropped” land (1984–2010) using Landsat annual maximum NDVI image composites: Southwestern Kansas case study

(2012) Susan K. Maxwell et al.   REMOTE SENSING OF ENVIRONMENT

Spatial and temporal patterns of forest disturbance and regrowth within the area of the Northwest Forest Plan

(2012) Robert E. Kennedy et al.   REMOTE SENSING OF ENVIRONMENT

Near real-time disturbance detection using satellite image time series

(2012) Jan Verbesselt et al.   REMOTE SENSING OF ENVIRONMENT

Random Forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture

(2012) V.F. Rodriguez-Galiano et al.   REMOTE SENSING OF ENVIRONMENT

Detecting long-term changes to vegetation in northern Canada using the Landsat satellite image archive

(2011) R H Fraser et al.   Environmental Research Letters

Classification of MODIS EVI time series for crop mapping in the state of Mato Grosso, Brazil

(2011) Damien Arvor et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A comparison of time series similarity measures for classification and change detection of ecosystem dynamics

(2011) S. Lhermitte et al.   REMOTE SENSING OF ENVIRONMENT

Understory vegetation in reclaimed and unreclaimed post-mining forest stands

(2010) Ondřej Mudrák et al.   ECOLOGICAL ENGINEERING

Weighted dynamic time warping for time series classification

(2010) Young-Seon Jeong et al.   PATTERN RECOGNITION

Detecting trends in forest disturbance and recovery using yearly Landsat time series: 1. LandTrendr — Temporal segmentation algorithms

(2010) Robert E. Kennedy et al.   REMOTE SENSING OF ENVIRONMENT

The temporal dimension of differenced Normalized Burn Ratio (dNBR) fire/burn severity studies: The case of the large 2007 Peloponnese wildfires in Greece

(2010) S. Veraverbeke et al.   REMOTE SENSING OF ENVIRONMENT

An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions

(2010) Xiaolin Zhu et al.   REMOTE SENSING OF ENVIRONMENT

DTW-Distance Based Kernel for Time Series Data

(2009) Hiroyuki NARITA et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

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

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

A large margin approach for writer independent online handwriting classification

(2008) Karthik Kumara et al.   PATTERN RECOGNITION LETTERS

An object-based change detection method accounting for temporal dependences in time series with medium to coarse spatial resolution

(2008) Sophie Bontemps et al.   REMOTE SENSING OF ENVIRONMENT

Contribution of multispectral and multitemporal information from MODIS images to land cover classification

(2007) Hugo Carrão et al.   REMOTE SENSING OF ENVIRONMENT

Automatic radiometric normalization of multitemporal satellite imagery with the iteratively re-weighted MAD transformation

(2007) Morton J. Canty et al.   REMOTE SENSING OF ENVIRONMENT