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

Wheat yield prediction using machine learning and advanced sensing techniques

(2016) X.E. Pantazi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Comparative assessment of thematic accuracy of GLC maps for specific applications using existing reference data

(2016) N.E. Tsendbazar et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping paddy rice planting area in rice-wetland coexistent areas through analysis of Landsat 8 OLI and MODIS images

(2016) Yuting Zhou et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping rice-fallow cropland areas for short-season grain legumes intensification in South Asia using MODIS 250 m time-series data

(2016) Murali Krishna Gumma et al.   International Journal of Digital Earth

A statistical significance of differences in classification accuracy of crop types using different classification algorithms

(2016) Pradeep Kumar et al.   Geocarto International

Machine learning in geosciences and remote sensing

(2016) David J. Lary et al.   Geoscience Frontiers

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

Crop classification of upland fields using Random forest of time-series Landsat 7 ETM+ data

(2015) Kenichi Tatsumi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Mapping crop phenology using NDVI time-series derived from HJ-1 A/B data

(2015) Zhuokun Pan et al.   International Journal of Applied Earth Observation and Geoinformation

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

Automated annual cropland mapping using knowledge-based temporal features

(2015) François Waldner et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping global land cover in 2001 and 2010 with spatial-temporal consistency at 250m resolution

(2015) Jie Wang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping paddy rice planting areas through time series analysis of MODIS land surface temperature and vegetation index data

(2015) Geli Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping paddy rice planting area in cold temperate climate region through analysis of time series Landsat 8 (OLI), Landsat 7 (ETM+) and MODIS imagery

(2015) Yuanwei Qin et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessing global land cover reference datasets for different user communities

(2015) N.E. Tsendbazar et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Advantage of hyperspectral EO-1 Hyperion over multispectral IKONOS, GeoEye-1, WorldView-2, Landsat ETM+, and MODIS vegetation indices in crop biomass estimation

(2015) Michael Marshall et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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

Exploiting the multi-angularity of the MODIS temporal signal to identify spatially homogeneous vegetation cover: A demonstration for agricultural monitoring applications

(2015) Gregory Duveiller et al.   REMOTE SENSING OF ENVIRONMENT

Image interpretation-guided supervised classification using nested segmentation

(2015) A.V. Egorov 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

Mapping rice paddy extent and intensification in the Vietnamese Mekong River Delta with dense time stacks of Landsat data

(2015) Caitlin Kontgis et al.   REMOTE SENSING OF ENVIRONMENT

Tracking the dynamics of paddy rice planting area in 1986–2010 through time series Landsat images and phenology-based algorithms

(2015) Jinwei Dong et al.   REMOTE SENSING OF ENVIRONMENT

Combined use of multi-seasonal high and medium resolution satellite imagery for parcel-related mapping of cropland and grassland

(2014) T. Esch et al.   International Journal of Applied Earth Observation and Geoinformation

Differences between cropland and rangeland MODIS phenology (start-of-season) in Mali

(2014) Agnes Begue et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping seasonal rice cropland extent and area in the high cropping intensity environment of Bangladesh using MODIS 500m data for the year 2010

(2014) Murali Krishna Gumma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Seasonal cultivated and fallow cropland mapping using MODIS-based automated cropland classification algorithm

(2014) Zhuoting Wu et al.   Journal of Applied Remote Sensing

Mapping irrigated areas in Afghanistan over the past decade using MODIS NDVI

(2014) Md. Shahriar Pervez et al.   REMOTE SENSING OF ENVIRONMENT

Good practices for estimating area and assessing accuracy of land change

(2014) Pontus Olofsson et al.   REMOTE SENSING OF ENVIRONMENT

Global Land Cover Mapping: A Review and Uncertainty Analysis

(2014) Russell Congalton et al.   Remote Sensing

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

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

Influence of Resolution in Irrigated Area Mapping and Area Estimation

(2013) N.M. Velpuri et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Automated Cropland Classification Algorithm (ACCA) for California Using Multi-sensor Remote Sensing

(2013) Zhuoting Wu et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Hyperspectral versus multispectral crop-productivity modeling and type discrimination for the HyspIRI mission

(2013) Isabella Mariotto et al.   REMOTE SENSING OF ENVIRONMENT

Comparison of different BRDF correction methods to generate daily normalized MODIS 250m time series

(2013) Diego de Abelleyra et al.   REMOTE SENSING OF ENVIRONMENT

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

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

A global land-cover validation data set, II: augmenting a stratified sampling design to estimate accuracy by region and land-cover class

(2012) Stephen V. Stehman 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

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

(2012) Prasad S. Thenkabail et al.   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

Solutions for a cultivated planet

(2011) Jonathan A. Foley et al.   NATURE

Global food demand and the sustainable intensification of agriculture

(2011) D. Tilman et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

(2011) Dennis C. Duro et al.   REMOTE SENSING OF ENVIRONMENT

Nonsustainable groundwater sustaining irrigation: A global assessment

(2011) Yoshihide Wada et al.   WATER RESOURCES RESEARCH

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

The HYDE 3.1 spatially explicit database of human-induced global land-use change over the past 12,000 years

(2010) Kees Klein Goldewijk et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Support vector machines in remote sensing: A review

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

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

Global Patterns of Cropland Use Intensity

(2010) Stefan Siebert et al.   Remote Sensing

Monitoring Global Croplands with Coarse Resolution Earth Observations: The Global Agriculture Monitoring (GLAM) Project

(2010) Inbal Becker-Reshef et al.   Remote Sensing

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

Quantifying blue and green virtual water contents in global crop production as well as potential production losses without irrigation

(2009) Stefan Siebert et al.   JOURNAL OF HYDROLOGY

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

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

Declining global per capita agricultural production and warming oceans threaten food security

(2009) Chris C. Funk et al.   Food Security

Farming the planet: 1. Geographic distribution of global agricultural lands in the year 2000

(2008) Navin Ramankutty et al.   GLOBAL BIOGEOCHEMICAL CYCLES

Farming the planet: 2. Geographic distribution of crop areas, yields, physiological types, and net primary production in the year 2000

(2008) Chad Monfreda et al.   GLOBAL BIOGEOCHEMICAL CYCLES

North American forest disturbance mapped from a decadal Landsat record

(2008) Jeffrey G. Masek et al.   REMOTE SENSING OF ENVIRONMENT

A new methodology to map irrigated areas using multi-temporal MODIS and ancillary data: An application example in the continental US

(2008) Mutlu Ozdogan et al.   REMOTE SENSING OF ENVIRONMENT

Large-area crop mapping using time-series MODIS 250 m NDVI data: An assessment for the U.S. Central Great Plains

(2007) Brian D. Wardlow et al.   REMOTE SENSING OF ENVIRONMENT