Rapid Land Cover Map Updates Using Change Detection and Robust Random Forest Classifiers

Humid tropical forest disturbance alerts using Landsat data

(2016) Matthew C Hansen et al.   Environmental Research Letters

L-band Synthetic Aperture Radar imagery performs better than optical datasets at retrieving woody fractional cover in deciduous, dry savannahs

(2016) Laven Naidoo et al.   International Journal of Applied Earth Observation and Geoinformation

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

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

The global Landsat archive: Status, consolidation, and direction

(2016) Michael A. Wulder et al.   REMOTE SENSING OF ENVIRONMENT

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

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

Tracking disturbance-regrowth dynamics in tropical forests using structural change detection and Landsat time series

(2015) Ben DeVries et al.   REMOTE SENSING OF ENVIRONMENT

Fusing Landsat and SAR time series to detect deforestation in the tropics

(2015) Johannes Reiche et al.   REMOTE SENSING OF ENVIRONMENT

MODIS–Landsat fusion for large area 30m burned area mapping

(2015) Luigi Boschetti et al.   REMOTE SENSING OF ENVIRONMENT

Robust monitoring of small-scale forest disturbances in a tropical montane forest using Landsat time series

(2015) Ben DeVries et al.   REMOTE SENSING OF ENVIRONMENT

Improved time series land cover classification by missing-observation-adaptive nonlinear dimensionality reduction

(2015) L. Yan et al.   REMOTE SENSING OF ENVIRONMENT

A model for the propagation of uncertainty from continuous estimates of tree cover to categorical forest cover and change

(2015) Joseph O. Sexton et al.   REMOTE SENSING OF ENVIRONMENT

A critical synthesis of remotely sensed optical image change detection techniques

(2015) Andrew P. Tewkesbury et al.   REMOTE SENSING OF ENVIRONMENT

An Evaluation of Different Training Sample Allocation Schemes for Discrete and Continuous Land Cover Classification Using Decision Tree-Based Algorithms

(2015) René Colditz   Remote Sensing

Landsat-8: Science and product vision for terrestrial global change research

(2014) D.P. Roy et al.   REMOTE SENSING OF ENVIRONMENT

Global, Landsat-based forest-cover change from 1990 to 2000

(2014) Do-Hyung Kim et al.   REMOTE SENSING OF ENVIRONMENT

Land Cover Characterization and Mapping of South America for the Year 2010 Using Landsat 30 m Satellite Data

(2014) Chandra Giri et al.   Remote Sensing

MAD-MEX: Automatic Wall-to-Wall Land Cover Monitoring for the Mexican REDD-MRV Program Using All Landsat Data

(2014) Steffen Gebhardt et al.   Remote Sensing

Next generation of global land cover characterization, mapping, and monitoring

(2013) C. Giri et al.   International Journal of Applied Earth Observation and Geoinformation

Global, 30-m resolution continuous fields of tree cover: Landsat-based rescaling of MODIS vegetation continuous fields with lidar-based estimates of error

(2013) Joseph O. Sexton et al.   International Journal of Digital Earth

Toward structural assessment of semi-arid African savannahs and woodlands: The potential of multitemporal polarimetric RADARSAT-2 fine beam images

(2013) Renaud Mathieu et al.   REMOTE SENSING OF ENVIRONMENT

A comprehensive change detection method for updating the National Land Cover Database to circa 2011

(2013) Suming Jin et al.   REMOTE SENSING OF ENVIRONMENT

Detecting interannual variation in deciduous broadleaf forest phenology using Landsat TM/ETM+ data

(2013) Eli K. Melaas et al.   REMOTE SENSING OF ENVIRONMENT

Accuracy assessment of NLCD 2006 land cover and impervious surface

(2013) James D. Wickham et al.   REMOTE SENSING OF ENVIRONMENT

Monitoring conterminous United States (CONUS) land cover change with Web-Enabled Landsat Data (WELD)

(2013) M.C. Hansen et al.   REMOTE SENSING OF ENVIRONMENT

High-Resolution Global Maps of 21st-Century Forest Cover Change

(2013) M. C. Hansen et al.   SCIENCE

Land Cover Change Detection Using Autocorrelation Analysis on MODIS Time-Series Data: Detection of New Human Settlements in the Gauteng Province of South Africa

(2012) Waldo Kleynhans et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Forest cover trends from time series Landsat data for the Australian continent

(2012) Eric A. Lehmann 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

An automated approach for updating land cover maps based on integrated change detection and classification methods

(2012) Xuehong Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Continuous monitoring of forest disturbance using all available Landsat imagery

(2012) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

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

(2012) Matthew C. Hansen 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

Preparing Landsat Image Time Series (LITS) for Monitoring Changes in Vegetation Phenology in Queensland, Australia

(2012) Santosh Bhandari et al.   Remote Sensing

Mapping ecosystem service supply, demand and budgets

(2011) Benjamin Burkhard et al.   ECOLOGICAL INDICATORS

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

Continuous fields of land cover for the conterminous United States using Landsat data: first results from the Web-Enabled Landsat Data (WELD) project

(2011) Matthew C. Hansen et al.   Remote Sensing Letters

The suitability of multi-temporal web-enabled Landsat data NDVI for phenological monitoring – a comparison with flux tower and MODIS NDVI

(2011) Valeriy Kovalskyy et al.   Remote Sensing Letters

Monitoring US agriculture: the US Department of Agriculture, National Agricultural Statistics Service, Cropland Data Layer Program

(2011) Claire Boryan et al.   Geocarto International

Challenges in using land use and land cover data for global change studies

(2010) PETER H. VERBURG et al.   GLOBAL CHANGE BIOLOGY

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

Detecting trends in forest disturbance and recovery using yearly Landsat time series: 2. TimeSync — Tools for calibration and validation

(2010) Warren B. Cohen et al.   REMOTE SENSING OF ENVIRONMENT

Updating the 2001 National Land Cover Database land cover classification to 2006 by using Landsat imagery change detection methods

(2009) George Xian et al.   REMOTE SENSING OF ENVIRONMENT

An automated approach for reconstructing recent forest disturbance history using dense Landsat time series stacks

(2009) Chengquan Huang et al.   REMOTE SENSING OF ENVIRONMENT

Web-enabled Landsat Data (WELD): Landsat ETM+ composited mosaics of the conterminous United States

(2009) David P. Roy 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