Synergistic Use of Radar Sentinel-1 and Optical Sentinel-2 Imagery for Crop Mapping: A Case Study for Belgium

Crop classification from Sentinel-2-derived vegetation indices using ensemble learning

(2018) Rei Sonobe et al.   Journal of Applied Remote Sensing

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

Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

(2018) Mariana Belgiu et al.   REMOTE SENSING OF ENVIRONMENT

Atmospheric correction of Landsat-8/OLI and Sentinel-2/MSI data using iCOR algorithm: validation for coastal and inland waters

(2018) L. De Keukelaere et al.   European Journal of Remote Sensing

Fusion of Moderate Resolution Earth Observations for Operational Crop Type Mapping

(2018) Nathan Torbick et al.   Remote Sensing

A comparison of global agricultural monitoring systems and current gaps

(2018) Steffen Fritz et al.   AGRICULTURAL SYSTEMS

Optical and radar data integration for land use and land cover mapping in the Brazilian Amazon

(2018) Luciana de Oliveira Pereira et al.   GIScience & Remote Sensing

How much does multi-temporal Sentinel-2 data improve crop type classification?

(2018) Francesco Vuolo et al.   International Journal of Applied Earth Observation and Geoinformation

Deep Recurrent Neural Network for Agricultural Classification using multitemporal SAR Sentinel-1 for Camargue, France

(2018) Emile Ndikumana et al.   Remote Sensing

Understanding the temporal behavior of crops using Sentinel-1 and Sentinel-2-like data for agricultural applications

(2017) Amanda Veloso et al.   REMOTE SENSING OF ENVIRONMENT

Google Earth Engine: Planetary-scale geospatial analysis for everyone

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

Mapping Winter Wheat with Multi-Temporal SAR and Optical Images in an Urban Agricultural Region

(2017) Tao Zhou et al.   SENSORS

Using Multitemporal Sentinel-1 C-band Backscatter to Monitor Phenology and Classify Deciduous and Coniferous Forests in Northern Switzerland

(2017) et al.   Remote Sensing

Detection of Irrigated Crops from Sentinel-1 and Sentinel-2 Data to Estimate Seasonal Groundwater Use in South India

(2017) Sylvain Ferrant et al.   Remote Sensing

Exploitation of SAR and Optical Sentinel Data to Detect Rice Crop and Estimate Seasonal Dynamics of Leaf Area Index

(2017) Manuel Campos-Taberner et al.   Remote Sensing

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

(2017) Jun Xiong et al.   Remote Sensing

A Remote Sensing Approach for Regional-Scale Mapping of Agricultural Land-Use Systems Based on NDVI Time Series

(2017) Beatriz Bellón et al.   Remote Sensing

Crop residue management and oxalate-extractable iron and aluminium explain long-term soil organic carbon sequestration and dynamics

(2016) P. Van De Vreken et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

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

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

Crop Area Mapping Using 100-m Proba-V Time Series

(2016) Yetkin Durgun 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

Improved Early Crop Type Identification By Joint Use of High Temporal Resolution SAR And Optical Image Time Series

(2016) Jordi Inglada et al.   Remote Sensing

A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring

(2016) Neha Joshi et al.   Remote Sensing

Incidence angle normalization of Wide Swath SAR data for oceanographic applications

(2016) Konstantinos Topouzelis et al.   Open Geosciences

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

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

Cloud cover throughout the agricultural growing season: Impacts on passive optical earth observations

(2015) Alyssa K. Whitcraft et al.   REMOTE SENSING OF ENVIRONMENT

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

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

SAR and optical remote sensing: Assessment of complementarity and interoperability in the context of a large-scale operational forest monitoring system

(2015) Eric A. Lehmann et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Tree Canopy Cover and Aboveground Biomass in Sudano-Sahelian Woodlands Using Landsat 8 and Random Forest

(2015) Martin Karlson et al.   Remote Sensing

Mapping Forest Canopy Height Across Large Areas by Upscaling ALS Estimates with Freely Available Satellite Data

(2015) Phil Wilkes et al.   Remote Sensing

Object-Based Crop Classification with Landsat-MODIS Enhanced Time-Series Data

(2015) Qingting Li et al.   Remote Sensing

Feature Selection of Time Series MODIS Data for Early Crop Classification Using Random Forest: A Case Study in Kansas, USA

(2015) Pengyu Hao et al.   Remote Sensing

Land cover classification using Landsat 8 Operational Land Imager data in Beijing, China

(2014) Kun Jia et al.   Geocarto International

Towards an Operational SAR-Based Rice Monitoring System in Asia: Examples from 13 Demonstration Sites across Asia in the RIICE Project

(2014) Andrew Nelson et al.   Remote Sensing

GEOV1: LAI and FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part1: Principles of development and production

(2013) F. Baret et al.   REMOTE SENSING OF ENVIRONMENT

Sentinels for science: Potential of Sentinel-1, -2, and -3 missions for scientific observations of ocean, cryosphere, and land

(2012) Zbyněk Malenovský et al.   REMOTE SENSING OF ENVIRONMENT

GMES Sentinel-1 mission

(2012) Ramon Torres 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

Integrating SAR and optical imagery for regional mapping of paddy rice attributes in the Poyang Lake Watershed, China

(2011) Nathan Torbick et al.   CANADIAN JOURNAL OF REMOTE SENSING

Joint Processing of Landsat and ALOS-PALSAR Data for Forest Mapping and Monitoring

(2011) Eric A. Lehmann et al.   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

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

Land-cover classification using radar and optical images: a case study in Central Mexico

(2010) J. Soria-Ruiz et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Global Croplands and their Importance for Water and Food Security in the Twenty-first Century: Towards an Ever Green Revolution that Combines a Second Green Revolution with a Blue Revolution

(2010) Prasad S. Thenkabail   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

Regional land cover mapping in the humid tropics using combined optical and SAR satellite data—a case study from Central Sulawesi, Indonesia

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

Integration of optical and Synthetic Aperture Radar (SAR) imagery for delivering operational annual crop inventories

(2008) Heather McNairn et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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