Evaluation of Using Sentinel-1 and -2 Time-Series to Identify Winter Land Use in Agricultural Landscapes

Deep Recurrent Neural Networks for Winter Vegetation Quality Mapping via Multitemporal SAR Sentinel-1

(2018) Dinh Ho Tong Minh et al.   IEEE Geoscience and Remote Sensing Letters

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

Combining Sentinel-1 and Sentinel-2 data for improved land use and land cover mapping of monsoon regions

(2018) Max J. Steinhausen et al.   International Journal of Applied Earth Observation and Geoinformation

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

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

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

(2017) Damian Bargiel   REMOTE SENSING OF ENVIRONMENT

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

Feature-Based Nonlocal Polarimetric SAR Filtering

(2017) et al.   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

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

Sentinel-2’s Potential for Sub-Pixel Landscape Feature Detection

(2016) Julien Radoux et al.   Remote Sensing

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

TerraSAR-X dual-pol time-series for mapping of wetland vegetation

(2015) Julie Betbeder et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

RADARSAT-2 Polarimetric SAR Response to Crop Biomass for Agricultural Production Monitoring

(2014) Grant Wiseman et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Multitemporal classification of TerraSAR-X data for wetland vegetation mapping

(2014) Julie Betbeder et al.   Journal of Applied Remote Sensing

Combined Use of Multi-Temporal Optical and Radar Satellite Images for Grassland Monitoring

(2014) Pauline Dusseux et al.   Remote Sensing

Agriculture and Eutrophication: Where Do We Go from Here?

(2014) Paul Withers et al.   Sustainability

Optical and SAR sensor synergies for forest and land cover mapping in a tropical site in West Africa

(2012) Gaia Vaglio Laurin et al.   International Journal of Applied Earth Observation and Geoinformation

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

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

Support vector machines in remote sensing: A review

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

Evaluating multispectral remote sensing and spectral unmixing analysis for crop residue mapping

(2010) Anna Pacheco et al.   REMOTE SENSING OF ENVIRONMENT

A multi-temporal method for cloud detection, applied to FORMOSAT-2, VENµS, LANDSAT and SENTINEL-2 images

(2010) O. Hagolle et al.   REMOTE SENSING OF ENVIRONMENT

A scalable approach to mapping annual land cover at 250 m using MODIS time series data: A case study in the Dry Chaco ecoregion of South America

(2010) Matthew L. Clark et al.   REMOTE SENSING OF ENVIRONMENT

Combined use of optical and radar satellite data for the detection of tillage and irrigation operations: Case study in Central Morocco

(2009) R. Hadria et al.   AGRICULTURAL WATER MANAGEMENT

Integrating SPOT-5 time series, crop growth modeling and expert knowledge for monitoring agricultural practices — The case of sugarcane harvest on Reunion Island

(2009) Mahmoud El Hajj et al.   REMOTE SENSING OF ENVIRONMENT

PROSPECT+SAIL models: A review of use for vegetation characterization

(2009) Stéphane Jacquemoud et al.   REMOTE SENSING OF ENVIRONMENT

Analysis of TerraSAR-X data and their sensitivity to soil surface parameters over bare agricultural fields

(2008) N BAGHDADI et al.   REMOTE SENSING OF ENVIRONMENT

Transformation of the Nitrogen Cycle: Recent Trends, Questions, and Potential Solutions

(2008) J. N. Galloway et al.   SCIENCE

Correction of aerosol effects on multi-temporal images acquired with constant viewing angles: Application to Formosat-2 images

(2007) O HAGOLLE et al.   REMOTE SENSING OF ENVIRONMENT