Mapping and Monitoring of Land Cover/Land Use (LCLU) Changes in the Crozon Peninsula (Brittany, France) from 2007 to 2018 by Machine Learning Algorithms (Support Vector Machine, Random Forest, and Convolutional Neural Network) and by Post-classification Comparison (PCC)
Guanyao Xie,
,
Simona Niculescu
Article dans une revue
hal-03394639v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Gestion des zones inondables dans le delta du Danube.
Simona Niculescu
,
Fabio Güttler
,
Cédric Lardeux
,
Jean-Paul Rudant
Télédétection et gestion de l'environnement. Journées scientifiques du réseau de Télédétection de l'AUF , Nov 2008, Antananarivo, Madagascar. www.reseautd.auf.org/IMG/pdf/sommaireJS2008.pdf
Communication dans un congrès
hal-00362168v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Mapping Crop Types Using Sentinel-2 Data Machine Learning and Monitoring Crop Phenology with Sentinel-1 Backscatter Time Series in Pays de Brest, Brittany, France
Guanyao Xie
,
Simona Niculescu
Article dans une revue
hal-03772692v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Synergy of High-Resolution Radar and Optical Images Satellite for Identification and Mapping of Wetland Macrophytes on the Danube Delta
Simona Niculescu
,
Jean-Baptiste Boissonnat
,
Cédric Lardeux
,
Dar Roberts
,
Jenica Hanganu
,
et al.
Article dans une revue
hal-02896217v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Diachronic study on land cover / land use in the Danube delta (Romania)
Simona Niculescu
2007
Autre publication scientifique
hal-00362216v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Floodplain wetland dynamics in the Danube delta from remotely sensed imagery
Simona Niculescu
,
Cédric Lardeux
,
Grégoire Mercier
,
Laurence David
Today's Science for tomorrow's management , Jun 2012, Venice, Italy. pp.25
Communication dans un congrès
hal-00716024v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
APPLICATION OF DEEP LEARNING OF MULTI-TEMPORAL SENTINEL-1 IMAGES FOR THE CLASSIFICATION OF COASTAL VEGETATION ZONE OF THE DANUBE DELTA
Simona Niculescu
,
Dino Ienco
,
Jenica Hanganu
Developments, Technologies and Applications in Remote Sensing / International Society of Photogrammetry and Remote Sensing , May 2018, Beijing, China
Communication dans un congrès
hal-01804954v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Multi sensor systems and flood risk management in the Danube delta.
Simona Niculescu
,
Fabio Güttler
,
Cédric Lardeux
Alos PI Symposium 2008 , Nov 2008, Rodos, Greece. http://earth.esa.int/cgi-bin/confalos08.pl?abstract=614
Communication dans un congrès
hal-00362172v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Contribution de la nouvelle série d'images Sentinel-1 pour le suivi de la végétation côtière dans le Pays de Brest
Halima Talab Ou Ali
,
Simona Niculescu
,
Vanessa Sellin
,
Christophe Bougault
Spatial Analysis and GEOmatics 2017 , INSA de rouen, Nov 2017, Rouen, France
Communication dans un congrès
hal-01650671v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Deep and machine learning methods for the (semi-)automatic extraction of sandy shoreline and erosion risk assessment basing on remote sensing data (case of Jerba island -Tunisia)
Amina Boussetta
,
Simona Niculescu
,
Soumia Bengoufa
,
Mohamed Faouzi Zagrarni
Article dans une revue
hal-04281261v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Automatic Detection of Hydrodynamical and Biological Indicators of the Shoreline Using a Convolutional Neural Network
Soumia Bengoufa
,
Simona Niculescu
,
Mustapha Kamel Mihoubi
,
Rabah Belkessa
,
Katia Abbad
Chapitre d'ouvrage
hal-03883449v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Perception du risque d'inondation dans le delta du Danube.
Simona Niculescu
2007
Autre publication scientifique
hal-00362222v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Random forest classification using Sentinel-1 and Sentinel-2 series for vegetation monitoring in the Pays de Brest (France)
Simona Niculescu
,
Antoine Billey
,
Halima Talab Ou Ali
Article dans une revue
hal-01909073v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Application of convolutional neural networks with object-based image analysis for land cover and land use mapping in coastal areas: A case study in Ain Témouchent, Algeria
Zaabar Narimane
,
Niculescu Simona
,
Mihoubi Mustapha Kamel
Article dans une revue
hal-03708823v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Multisensor systems and flood risk management in the Danube Delta.
Simona Niculescu
,
Fabio Güttler
,
Cédric Lardeux
,
Jean-Paul Rudant
Alos PI Symposium 2008 , Nov 2008, Rodos, Greece. p110-118
Communication dans un congrès
hal-00362208v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Alteration and Remediation of Coastal Wetland Ecosystems in the Danube Delta. A Remote-Sensing Approach
Simona Niculescu
,
Cédric Lardeux
,
Jenica Hanganu
Springer International Publishing.
Alteration and Remediation of Coastal Wetland Ecosystems , vol. 21 (17), Springer International Publishing, pp.513-554, 2017, Coastal Research Library,
⟨10.1007/978-3-319-56179-0⟩
Chapitre d'ouvrage
hal-01598043v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Cartographie de la vulnérabilité côtière par l'intégration des méthodes géo-spatiales : cas de Mostaganem (ouest Algérien)
Soumia Bengoufa
,
Simona Niculescu
,
Mustapha Kamel Mihoubi
,
Rabah Belkessa
,
Katia Abbad
2021, 978-2-910545-12-1
Ouvrages
hal-03215483v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Gestion du risque d'inondation dans le delta du Danube
Simona Niculescu
2007
Autre publication scientifique
hal-00362219v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Synergy between LIDAR and RADARSAT-2 images for the recognition of vegetation structures in the coastal wetlands of the Danube Delta
Simona Niculescu
,
Cédric Lardeux
,
Ion Grigoras
,
Jenica Hanganu
,
Laurence David
European Geoscience Union, General Assembly 2014, , Apr 2014, Vienne, Austria
Communication dans un congrès
hal-01107746v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Spatio-temporal analysis of shoreline changes and erosion risk assessment along Jerba island (Tunisia) based on remote-sensing data and geospatial tools
Amina Boussetta
,
Simona Niculescu
,
Soumia Bengoufa
,
Mohamed Faouzi Zagrarni
Article dans une revue
hal-03739504v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Machine and deep learning methods for detection and mapping of coastal wetlands of Crozon Peninsula (Brittany, France) used metric and sub-metric spatial resolution
Adrien Le Guillou
,
Simona Niculescu
,
Christiane Schmullius
Proceedings of SPIE, the International Society for Optical Engineering , 2023, Earth Resources and Environmental Remote Sensing/GIS Applications XIV, 12734,
⟨10.1117/12.2678006⟩
Article dans une revue
hal-04257951v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Actes du colloque International Observation et analyse des territoires ruraux en Europe
Simona Niculescu
Colloque International Observation et analyse des territoires ruraux en Europe , 2005, Iasi, Roumanie
Communication dans un congrès
hal-00072564v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
L'algorithme Support Vector Machine (SVM) dans le traitement d'image radar. Application à l'étude des inondations en milieu deltaïque.
Simona Niculescu
Géovisualisation et traitement de l'information , Dec 2008, Lausanne, Suisse
Communication dans un congrès
hal-00362118v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Discovered changes in rice occupation with satellite images based on random forest approach
Hiep Xuan Huynh
,
Ky Minh Nguyen
,
Khoa Duc Nguyen
,
Huong Hoang Luong
,
Nghi Tran
,
et al.
Communication dans un congrès
hal-02896214v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Transformations des territoires ruraux
Simona Niculescu
Revue Internationale de Géomatique, vol.15, n°3, pp.vol.15, n°3, 2005, numéro spécial
Ouvrages
hal-00082636v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Machine learning methods and classification of vegetation in Brest, France
Guanyao Xie,
,
Simona Niculescu
,
Nguyen Chi Lam
,
Elise Séveno
SPIE Remote Sensing , Sep 2019, Strasbourg, France. pp.23
Communication dans un congrès
hal-02298535v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
ROTATION FORESTS AND RANDOM FOREST CLASSIFIERS FOR MONITORING OF VEGETATION IN PAYS DE BREST (FRANCE)
S. Niculescu
,
J. Xia
,
D. Roberts
,
A. Billey
Article dans une revue
hal-02919691v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Monitoring and Mapping Floods and Floodable Areas in the Mekong Delta (Vietnam) Using Time-Series Sentinel-1 Images, Convolutional Neural Network, Multi-Layer Perceptron, and Random Forest
Chi-Nguyen Lam
,
Simona Niculescu
,
Soumia Bengoufa
Remote Sensing , 2023, Special Issue "Remote Sensing for the Study of the Changes in Wetlands", 15 (2001),
⟨10.3390/rs15082001⟩
Article dans une revue
hal-04063950v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Remote Sensing for Coastal and Aquatic Ecosystems’ Monitoring and Biodiversity Management
Simona Niculescu
,
Junshi Xia
,
Dar Roberts
Ouvrages
hal-04123045v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More
Random Forest Classification using Sentinel-1 and Sentinel-2 series for vegetation monitoring in the Pays de Brest (France)
Simona Niculescu
,
Antoine Billey
,
Halima Talab Ou Ali
SPIE Remote Sensing 2018 , Sep 2018, Berlin, Germany
Communication dans un congrès
hal-01870985v1
Actions
Partager
Gmail
Facebook
X
LinkedIn
More