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Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks

IEEE geoscience and remote sensing letters, 2017-10, Vol.14 (10), p.1685-1689

2017

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Combining Sentinel-1 and Sentinel-2 Satellite Image Time Series for land cover mapping via a multi-source deep learning architecture

ISPRS journal of photogrammetry and remote sensing, 2019-12, Vol.158, p.11-22

2019

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A CNN-Based Fusion Method for Feature Extraction from Sentinel Data

Remote sensing (Basel, Switzerland), 2018-02, Vol.10 (2), p.236

2018

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Fast Super-Resolution of 20 m Sentinel-2 Bands Using Convolutional Neural Networks

Remote sensing (Basel, Switzerland), 2019-11, Vol.11 (22), p.2635

2019

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Object-Based Multi-Temporal and Multi-Source Land Cover Mapping Leveraging Hierarchical Class Relationships

Remote sensing (Basel, Switzerland), 2020-09, Vol.12 (17), p.2814

2020

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Temporal Domain Adaptation for Satellite Image Time Series Land Cover Mapping With Adversarial Learning and Spatially-Aware Self-Training

IEEE journal of selected topics in applied earth observations and remote sensing, 2023-01, Vol.16, p.1-36

2023

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Landscape heterogeneity analysis using geospatial techniques and a priori knowledge in Sahelian agroforestry systems of Senegal

Ecological indicators, 2021-06, Vol.125, p.107481, Article 107481

2021

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A multi-year land use trajectory strategy for non-active agricultural land mapping in sub-humid West Africa

International journal of applied earth observation and geoinformation, 2023-08, Vol.122, p.103398, Article 103398

2023

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Multisensor Land Cover Classification With Sparsely Annotated Data Based on Convolutional Neural Networks and Self-Distillation

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.11485-11499

2021

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Attentive Spatial Temporal Graph CNN for Land Cover Mapping From Multi Temporal Remote Sensing Data

IEEE access, 2021-01, Vol.9, p.23070-23082

2021

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Assessing the optimal preprocessing steps of MODIS time series to map cropping systems in Mato Grosso, Brazil

International journal of applied earth observation and geoinformation, 2020-10, Vol.92, p.102150, Article 102150

2020

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Weakly Supervised Learning for Land Cover Mapping of Satellite Image Time Series via Attention-Based CNN

IEEE access, 2020-01, Vol.8, p.179547-179560

2020

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Analyzing Urban Agriculture’s Contribution to a Southern City’s Resilience through Land Cover Mapping: The Case of Antananarivo, Capital of Madagascar

Remote sensing (Basel, Switzerland), 2020-06, Vol.12 (12), p.1962

2020

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Monitoring Complex Integrated Crop–Livestock Systems at Regional Scale in Brazil: A Big Earth Observation Data Approach

Remote sensing (Basel, Switzerland), 2022-04, Vol.14 (7), p.1648

2022

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Aberrant salience correlates with psychotic dimensions in outpatients with schizophrenia spectrum disorders

Annals of general psychiatry, 2022-07, Vol.21 (1), p.1-25, Article 25

2022

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Land cover maps of Antananarivo (capital of Madagascar) produced by processing multisource satellite imagery and geospatial reference data

Data in brief, 2020-08, Vol.31, p.105952-105952, Article 105952

2020

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Naturalistic and Uncontrolled Pilot Study on the Efficacy of Vortioxetine in Binge Eating Disorder With Comorbid Depression

Frontiers in psychiatry, 2021-03, Vol.12, p.635502-635502

2021

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Antisocial Personality Disorder in Bipolar Disorder: A Systematic Review

Medicina (Kaunas, Lithuania), 2021-02, Vol.57 (2), p.183

2021

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DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn

ISPRS journal of photogrammetry and remote sensing, 2019-03, Vol.149, p.91-104

2019

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A constrastive semi-supervised deep learning framework for land cover classification of satellite time series with limited labels

Neurocomputing (Amsterdam), 2024-01, Vol.567, p.127031, Article 127031

2024

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Global Branding and Country of Origin: Creativity and Passion

1, 2015

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Marker-Controlled Watershed-Based Segmentation of Multiresolution Remote Sensing Images

IEEE transactions on geoscience and remote sensing, 2015-06, Vol.53 (6), p.2987-3004

2015

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Multi-Sensor Temporal Unsupervised Domain Adaptation for Land Cover Mapping with spatial pseudo labelling and adversarial learning

IEEE transactions on geoscience and remote sensing, 2023-07, p.1-1

2023

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A CNN-based approach for the estimation of canopy heights and wood volume from GEDI waveforms

Remote sensing of environment, 2021-11, Vol.265, p.112652, Article 112652

2021

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

IEEE geoscience and remote sensing letters, 2018-03, Vol.15 (3), p.464-468

2018

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Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks

Combining Sentinel-1 and Sentinel-2 Satellite Image Time Series for land cover mapping via a multi-source deep learning architecture

A CNN-Based Fusion Method for Feature Extraction from Sentinel Data

Fast Super-Resolution of 20 m Sentinel-2 Bands Using Convolutional Neural Networks

Object-Based Multi-Temporal and Multi-Source Land Cover Mapping Leveraging Hierarchical Class Relationships

Temporal Domain Adaptation for Satellite Image Time Series Land Cover Mapping With Adversarial Learning and Spatially-Aware Self-Training

Landscape heterogeneity analysis using geospatial techniques and a priori knowledge in Sahelian agroforestry systems of Senegal

A multi-year land use trajectory strategy for non-active agricultural land mapping in sub-humid West Africa

Multisensor Land Cover Classification With Sparsely Annotated Data Based on Convolutional Neural Networks and Self-Distillation

Attentive Spatial Temporal Graph CNN for Land Cover Mapping From Multi Temporal Remote Sensing Data

Assessing the optimal preprocessing steps of MODIS time series to map cropping systems in Mato Grosso, Brazil

Weakly Supervised Learning for Land Cover Mapping of Satellite Image Time Series via Attention-Based CNN

Analyzing Urban Agriculture’s Contribution to a Southern City’s Resilience through Land Cover Mapping: The Case of Antananarivo, Capital of Madagascar

Monitoring Complex Integrated Crop–Livestock Systems at Regional Scale in Brazil: A Big Earth Observation Data Approach

Aberrant salience correlates with psychotic dimensions in outpatients with schizophrenia spectrum disorders

Land cover maps of Antananarivo (capital of Madagascar) produced by processing multisource satellite imagery and geospatial reference data

Naturalistic and Uncontrolled Pilot Study on the Efficacy of Vortioxetine in Binge Eating Disorder With Comorbid Depression

Antisocial Personality Disorder in Bipolar Disorder: A Systematic Review

DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn

A constrastive semi-supervised deep learning framework for land cover classification of satellite time series with limited labels

Global Branding and Country of Origin: Creativity and Passion

Marker-Controlled Watershed-Based Segmentation of Multiresolution Remote Sensing Images

Multi-Sensor Temporal Unsupervised Domain Adaptation for Land Cover Mapping with spatial pseudo labelling and adversarial learning

A CNN-based approach for the estimation of canopy heights and wood volume from GEDI waveforms

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

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