Land Cover Classification of Nine Perennial Crops Using Sentinel-1 and -2 Data

Integration of Convolutional Neural Networks and Object-Based Post-Classification Refinement for Land Use and Land Cover Mapping with Optical and SAR Data

(2019) Shengjie Liu et al.   Remote Sensing

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

(2019) Fuyou Tian et al.   Remote Sensing

Discriminating between C3, C4, and Mixed C3/C4 Pasture Grasses of a Grazed Landscape Using Multi-Temporal Sentinel-1a Data

(2019) Richard Crabbe et al.   Remote Sensing

Monitoring Changes in the Cultivation of Pigeonpea and Groundnut in Malawi Using Time Series Satellite Imagery for Sustainable Food Systems

(2019) Murali Krishna Gumma et al.   Remote Sensing

Characterizing Crop Water Use Dynamics in the Central Valley of California Using Landsat-Derived Evapotranspiration

(2019) Matthew Schauer et al.   Remote Sensing

Data and resolution requirements in mapping vegetation in spatially heterogeneous landscapes

(2019) Aleksi Räsänen et al.   REMOTE SENSING OF ENVIRONMENT

Key issues in rigorous accuracy assessment of land cover products

(2019) Stephen V. Stehman et al.   REMOTE SENSING OF ENVIRONMENT

Land Cover Maps Production with High Resolution Satellite Image Time Series and Convolutional Neural Networks: Adaptations and Limits for Operational Systems

(2019) Andrei Stoian et al.   Remote Sensing

Automatic canola mapping using time series of sentinel 2 images

(2019) Davoud Ashourloo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping of peanut crops in Queensland, Australia, using time-series PROBA-V 100-m normalized difference vegetation index imagery

(2018) Haerani Haerani et al.   Journal of Applied Remote Sensing

Scalable Parcel-Based Crop Identification Scheme Using Sentinel-2 Data Time-Series for the Monitoring of the Common Agricultural Policy

(2018) Vasileios Sitokonstantinou et al.   Remote Sensing

Individual Tree Crown Segmentation and Classification of 13 Tree Species Using Airborne Hyperspectral Data

(2018) Julia Maschler et al.   Remote Sensing

Irrigation Mapping Using Sentinel-1 Time Series at Field Scale

(2018) Qi Gao et al.   Remote Sensing

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

(2018) Kristof Van Tricht et al.   Remote Sensing

Boundary Delineation of Agricultural Fields in Multitemporal Satellite Imagery

(2018) Heather C. North et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

The effect of fusing Sentinel-2 bands on land-cover classification

(2017) Mateo Gašparović et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Using spectrotemporal indices to improve the fruit-tree crop classification accuracy

(2017) M.A. Peña 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

Good Practices for Object-Based Accuracy Assessment

(2017) Julien Radoux et al.   Remote Sensing

A Combined Random Forest and OBIA Classification Scheme for Mapping Smallholder Agriculture at Different Nomenclature Levels Using Multisource Data (Simulated Sentinel-2 Time Series, VHRS and DEM)

(2017) Valentine Lebourgeois 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

Assessing fruit-tree crop classification from Landsat-8 time series for the Maipo Valley, Chile

(2015) M.A. Peña et al.   REMOTE SENSING OF ENVIRONMENT

Optimization of Object-Based Image Analysis With Random Forests for Land Cover Mapping

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

The European Earth monitoring (GMES) programme: Status and perspectives

(2012) Josef Aschbacher et al.   REMOTE SENSING OF ENVIRONMENT

From forest to field: Perennial fruit crop domestication

(2011) Allison J. Miller et al.   AMERICAN JOURNAL OF BOTANY

A phenology-based approach to map crop types in the San Joaquin Valley, California

(2011) Liheng Zhong 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

Object based image analysis for remote sensing

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