Simona Niculescu

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 11

Top Topics

Machine Learning Algorithms

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Simona Niculescu, Junshi Xia, Dar A. Roberts
Editorial for Special Issue "Remote Sensing for Coastal and Aquatic Ecosystems' Monitoring and Biodiversity Management". Remote. Sens. 15 (3) (2023)
Chi-Nguyen Lam, Simona Niculescu, Soumia Bengoufa
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. Remote. Sens. 15 (8) (2023)
Narimane Zaabar, Simona Niculescu, Mihoubi Mustapha Kamel
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. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Guanyao Xie, Simona Niculescu
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. Remote. Sens. 14 (18) (2022)
Emiliano Agrillo, Nicola Alessi, José Manuel Álvarez-Martínez, Laura Casella, Federico Filipponi, Bing Lu, Simona Niculescu, Mária Sibíková, Kathryn E. L. Smith
Editorial for Special Issue: "New Insights into Ecosystem Monitoring Using Geospatial Techniques". Remote. Sens. 14 (10) (2022)
Guanyao Xie, Simona Niculescu
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). Remote. Sens. 13 (19) (2021)
Simona Niculescu, Jean-Baptiste Boissonnat, Cédric Lardeux, Dar A. Roberts, Jenica Hanganu, Antoine Billey, Adrian Constantinescu, Mihai Doroftei
Correction: Niculescu, S., et al. Synergy of High-Resolution Radar and Optical Images Satellite for Identification and Mapping of Wetland Macrophytes on the Danube Delta. Remote Sensing 2020, 12(14), 2188. Remote. Sens. 12 (16) (2020)
Simona Niculescu, Jean-Baptiste Boissonnat, Cédric Lardeux, Dar A. Roberts, Jenica Hanganu, Antoine Billey, Adrian Constantinescu, Mihai Doroftei
Synergy of High-Resolution Radar and Optical Images Satellite for Identification and Mapping of Wetland Macrophytes on the Danube Delta. Remote. Sens. 12 (14) (2020)
Hiep Xuan Huynh, Ky Minh Nguyen, Khoa Duc Nguyen, Huong Hoang Luong, Nghi C. Tran, Linh Thuy Thi Nguyen, Tan Minh Tran, Phuong Truc Thi Pham, Simona Niculescu
Discovered changes in rice occupation with satellite images based on random forest approach. ICMLSC (2020)
Hiep Xuan Huynh, Tran Tu Thi Loi, Toan Phung Huynh, Son Van Tran, Thu Ngoc Thi Nguyen, Simona Niculescu
Predicting of Flooding in the Mekong Delta Using Satellite Images. ICCASA/ICTCC (2019)
Simona Niculescu, Cédric Lardeux, Ion Grigoras, Jenica Hanganu, Laurence David
Synergy Between LiDAR, RADARSAT-2, and Spot-5 Images for the Detection and Mapping of Wetland Vegetation in the Danube Delta. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (8) (2016)
Simona Niculescu
Existe-t-il une « mémoire » de l'espace en Roumanie post-communiste ? Rev. Int. Géomatique 13 (4) (2003)