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

Spectral matching techniques (SMTs) and automated cropland classification algorithms (ACCAs) for mapping croplands of Australia using MODIS 250-m time-series (2000–2015) data

(2017) Pardhasaradhi Teluguntla et al.   International Journal of Digital Earth

Automated cropland mapping of continental Africa using Google Earth Engine cloud computing

(2017) Jun Xiong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine

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

Towards a set of agrosystem-specific cropland mapping methods to address the global cropland diversity

(2016) François Waldner et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimating maize biomass and yield over large areas using high spatial and temporal resolution Sentinel-2 like remote sensing data

(2016) Marjorie Battude et al.   REMOTE SENSING OF ENVIRONMENT

A note on the temporary misregistration of Landsat-8 Operational Land Imager (OLI) and Sentinel-2 Multi Spectral Instrument (MSI) imagery

(2016) James Storey 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

Sentinel-2A MSI and Landsat 8 OLI Provide Data Continuity for Geological Remote Sensing

(2016) Harald van der Werff et al.   Remote Sensing

Production of the Japan 30-m Land Cover Map of 2013–2015 Using a Random Forests-Based Feature Optimization Approach

(2016) Ram Sharma et al.   Remote Sensing

Random Forest Classification of Wetland Landcovers from Multi-Sensor Data in the Arid Region of Xinjiang, China

(2016) Shaohong Tian et al.   Remote Sensing

Cropland Mapping over Sahelian and Sudanian Agrosystems: A Knowledge-Based Approach Using PROBA-V Time Series at 100-m

(2016) Marie-Julie Lambert et al.   Remote Sensing

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

(2016) Konrad Wessels et al.   Remote Sensing

First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe

(2016) Markus Immitzer 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

Evaluating Crop Area Mapping from MODIS Time-Series as an Assessment Tool for Zimbabwe’s “Fast Track Land Reform Programme”

(2016) Konrad Hentze et al.   PLoS One

Global rain-fed, irrigated, and paddy croplands: A new high resolution map derived from remote sensing, crop inventories and climate data

(2015) J.Meghan Salmon 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

Mapping farmland abandonment and recultivation across Europe using MODIS NDVI time series

(2015) Stephan Estel et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Priorities to Focus Cropland Mapping Activities: Fitness Assessment of Existing Global, Regional and National Cropland Maps

(2015) François Waldner et al.   Remote Sensing

An Automated Method for Annual Cropland Mapping along the Season for Various Globally-Distributed Agrosystems Using High Spatial and Temporal Resolution Time Series

(2015) Nicolas Matton et al.   Remote Sensing

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

Improved global cropland data as an essential ingredient for food security

(2015) Linda See et al.   Global Food Security-Agriculture Policy Economics and Environment

Derivation of temporal windows for accurate crop discrimination in heterogeneous croplands of Uzbekistan using multitemporal RapidEye images

(2014) Christopher Conrad et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Efficiency assessment of using satellite data for crop area estimation in Ukraine

(2014) Francisco Javier Gallego et al.   International Journal of Applied Earth Observation and Geoinformation

Combining per-pixel and object-based classifications for mapping land cover over large areas

(2014) Hugo Costa et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

World population stabilization unlikely this century

(2014) P. Gerland et al.   SCIENCE

Data Mining, A Promising Tool for Large-Area Cropland Mapping

(2013) Elodie Vintrou et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Experimental Evaluation of Sentinel-2 Spectral Response Functions for NDVI Time-Series Continuity

(2013) Petra D'Odorico et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

FROM-GC: 30 m global cropland extent derived through multisource data integration

(2013) Le Yu et al.   International Journal of Digital Earth

Impact of feature selection on the accuracy and spatial uncertainty of per-field crop classification using Support Vector Machines

(2013) F. Löw et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Vegetation dynamics, and land use and land cover change in the Bale Mountains, Ethiopia

(2012) Yohannes Kidane et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Mapping Cropland Distributions Using a Hard and Soft Classification Model

(2012) Yaozhong Pan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Best Merge Region-Growing Segmentation With Integrated Nonadjacent Region Object Aggregation

(2012) James C. Tilton et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Crop mapping in countries with small-scale farming: a case study for West Shewa, Ethiopia

(2012) Josefien Delrue et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Mapping abandoned agriculture with multi-temporal MODIS satellite data

(2012) Camilo Alcantara et al.   REMOTE SENSING OF ENVIRONMENT

Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services

(2012) M. Drusch et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of random forest method for agricultural crop classification

(2012) Asli Ozdarici Ok et al.   European Journal of Remote Sensing

An Automated Cropland Classification Algorithm (ACCA) for Tajikistan by Combining Landsat, MODIS, and Secondary Data

(2012) Prasad S. Thenkabail et al.   Remote Sensing

Remotely sensed estimation of cropland in China: a comparison of the maps derived from four global land cover datasets

(2011) Wenbin Wu et al.   CANADIAN JOURNAL OF REMOTE SENSING

Crop area mapping in West Africa using landscape stratification of MODIS time series and comparison with existing global land products

(2011) Elodie Vintrou et al.   International Journal of Applied Earth Observation and Geoinformation

Hybrid object-based approach for land use/land cover mapping using high spatial resolution imagery

(2011) Eva Savina Malinverni et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Comparison of pixel- and object-based classification in land cover change mapping

(2011) Laura Dingle Robertson et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Testing a high-resolution satellite interpretation technique for crop area monitoring in developing countries

(2011) M. T. Marshall et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Automating land cover mapping of Scotland using expert system and knowledge integration methods

(2011) M.J. Aitkenhead et al.   REMOTE SENSING OF ENVIRONMENT

Object-based crop identification using multiple vegetation indices, textural features and crop phenology

(2011) José M. Peña-Barragán et al.   REMOTE SENSING OF ENVIRONMENT

Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery

(2011) Soe W. Myint et al.   REMOTE SENSING OF ENVIRONMENT

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

(2011) Claire Boryan et al.   Geocarto International

MIRCA2000-Global monthly irrigated and rainfed crop areas around the year 2000: A new high-resolution data set for agricultural and hydrological modeling

(2010) Felix T. Portmann et al.   GLOBAL BIOGEOCHEMICAL CYCLES

Comparison of global and regional land cover maps with statistical information for the agricultural domain in Africa

(2010) Steffen Fritz et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Hierarchical mapping of Northern Eurasian land cover using MODIS data

(2010) Damien Sulla-Menashe et al.   REMOTE SENSING OF ENVIRONMENT

A Holistic View of Global Croplands and Their Water Use for Ensuring Global Food Security in the 21st Century through Advanced Remote Sensing and Non-remote Sensing Approaches

(2010) Prasad Thenkabail et al.   Remote Sensing

Estimating Global Cropland Extent with Multi-year MODIS Data

(2010) Kyle Pittman et al.   Remote Sensing

Object- and pixel-based analysis for mapping crops and their agro-environmental associated measures using QuickBird imagery

(2009) Isabel Luisa Castillejo-González et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A global map of rainfed cropland areas (GMRCA) at the end of last millennium using remote sensing

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

Global irrigated area map (GIAM), derived from remote sensing, for the end of the last millennium

(2009) Prasad S. Thenkabail et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Irrigated areas of India derived using MODIS 500 m time series for the years 2001–2003

(2009) V. Dheeravath et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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

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

The global component of freshwater demand and supply: an assessment of virtual water flows between nations as a result of trade in agricultural and industrial products

(2008) Ashok K. Chapagain et al.   WATER INTERNATIONAL

Object‐based change detection using correlation image analysis and image segmentation

(2007) J. Im et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Monitoring shrubland habitat changes through object-based change identification with airborne multispectral imagery

(2007) Douglas Stow et al.   REMOTE SENSING OF ENVIRONMENT