Efficient Identification of Corn Cultivation Area with Multitemporal Synthetic Aperture Radar and Optical Images in the Google Earth Engine Cloud Platform

A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach

(2018) Yaping Cai et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Cropland Abandonment in the Aral Sea Basin with MODIS Time Series

(2018) Fabian Löw et al.   Remote Sensing

Mapping up-to-Date Paddy Rice Extent at 10 M Resolution in China through the Integration of Optical and Synthetic Aperture Radar Images

(2018) Xin Zhang et al.   Remote Sensing

Integrating cloud-based workflows in continental-scale cropland extent classification

(2018) Richard Massey et al.   REMOTE SENSING OF ENVIRONMENT

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

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

Mapping major land cover dynamics in Beijing using all Landsat images in Google Earth Engine

(2017) Huabing Huang et al.   REMOTE SENSING OF ENVIRONMENT

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

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

A new method for crop classification combining time series of radar images and crop phenology information

(2017) Damian Bargiel   REMOTE SENSING OF ENVIRONMENT

Landsat-based classification in the cloud: An opportunity for a paradigm shift in land cover monitoring

(2017) G. Azzari et al.   REMOTE SENSING OF ENVIRONMENT

Early season large-area winter crop mapping using MODIS NDVI data, growing degree days information and a Gaussian mixture model

(2017) Sergii Skakun et al.   REMOTE SENSING OF ENVIRONMENT

National-scale soybean mapping and area estimation in the United States using medium resolution satellite imagery and field survey

(2017) Xiao-Peng Song et al.   REMOTE SENSING OF ENVIRONMENT

Google Earth Engine: Planetary-scale geospatial analysis for everyone

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

Toward mapping crop progress at field scales through fusion of Landsat and MODIS imagery

(2017) Feng Gao et al.   REMOTE SENSING OF ENVIRONMENT

Mapping cropland-use intensity across Europe using MODIS NDVI time series

(2016) Stephan Estel et al.   Environmental Research Letters

A Complete Procedure for Crop Phenology Estimation With PolSAR Data Based on the Complex Wishart Classifier

(2016) Lucio Mascolo et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Investigating collection 4 versus collection 5 MODIS 250 m NDVI time-series data for crop separability in Kansas, USA

(2016) Eunmok Lee et al.   INTERNATIONAL JOURNAL OF 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

A novel approach for quantifying particulate matter distribution on leaf surface by combining SEM and object-based image analysis

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

Land cover change detection by integrating object-based data blending model of Landsat and MODIS

(2016) Miao Lu et al.   REMOTE SENSING OF ENVIRONMENT

Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine

(2016) Jinwei Dong et al.   REMOTE SENSING OF ENVIRONMENT

A hybrid approach for detecting corn and soybean phenology with time-series MODIS data

(2016) Linglin Zeng et al.   REMOTE SENSING OF ENVIRONMENT

On the Added Value of Quad-Pol Data in a Multi-Temporal Crop Classification Framework Based on RADARSAT-2 Imagery

(2016) Arantzazu Larrañaga et al.   Remote Sensing

Detecting the Boundaries of Urban Areas in India: A Dataset for Pixel-Based Image Classification in Google Earth Engine

(2016) Ran Goldblatt 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

Assessing potential water savings in agriculture on the Hai Basin plain, China

(2015) Nana Yan et al.   AGRICULTURAL WATER MANAGEMENT

Multitemporal settlement and population mapping from Landsat using Google Earth Engine

(2015) Nirav N. Patel et al.   International Journal of Applied Earth Observation and Geoinformation

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

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

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 farmland abandonment and recultivation across Europe using MODIS NDVI time series

(2015) Stephan Estel 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

Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2

(2015) Sophie Bontemps et al.   Remote Sensing

Self-Guided Segmentation and Classification of Multi-Temporal Landsat 8 Images for Crop Type Mapping in Southeastern Brazil

(2015) Bruno Schultz 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

Automated parameterisation for multi-scale image segmentation on multiple layers

(2014) L. Drăguţ et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Improved maize cultivated area estimation over a large scale combining MODIS–EVI time series data and crop phenological information

(2014) Jiahua Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Sustainable development goals for people and planet

(2013) David Griggs et al.   NATURE

Efficient corn and soybean mapping with temporal extendability: A multi-year experiment using Landsat imagery

(2013) Liheng Zhong et al.   REMOTE SENSING OF ENVIRONMENT

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

(2013) M. C. Hansen et al.   SCIENCE

Crop planting and type proportion method for crop acreage estimation of complex agricultural landscapes

(2012) Bingfang Wu et al.   International Journal of Applied Earth Observation and Geoinformation

Validation of ETWatch using field measurements at diverse landscapes: A case study in Hai Basin of China

(2012) Bingfang Wu et al.   JOURNAL OF HYDROLOGY

Quantifying forest cover loss in Democratic Republic of the Congo, 2000–2010, with Landsat ETM+ data

(2012) Peter V. Potapov et al.   REMOTE SENSING OF ENVIRONMENT

Object Based Image Analysis and Data Mining applied to a remotely sensed Landsat time-series to map sugarcane over large areas

(2012) Matheus Alves Vieira et al.   REMOTE SENSING OF ENVIRONMENT

Crop Classification by Multitemporal C- and L-Band Single- and Dual-Polarization and Fully Polarimetric SAR

(2011) Henning Skriver   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

Crop classification using multi-configuration SAR data in the North China Plain

(2011) Kun Jia et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

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

ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data

(2010) Lucian Drǎguţ et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

The Contribution of ALOS PALSAR Multipolarization and Polarimetric Data to Crop Classification

(2009) H. McNairn et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimating crop water stress with ETM+ NIR and SWIR data

(2008) Abduwasit Ghulam et al.   AGRICULTURAL AND FOREST METEOROLOGY

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