Mariana Belgiu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 22

Top Topics

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

João P. S. Werner, Mariana Belgiu, Inácio T. Bueno, Aliny A. Dos Reis, Ana P. S. G. D. Toro, João F. G. Antunes, Alfred Stein, Rubens A. C. Lamparelli, Paulo Sergio Graziano Magalhães, Alexandre Camargo Coutinho, Júlio C. D. M. Esquerdo, Gleyce Kelly Dantas Araújo Figueiredo
Mapping Integrated Crop-Livestock Systems Using Fused Sentinel-2 and PlanetScope Time Series and Deep Learning. Remote. Sens. 16 (8) (2024)
Beatrice Kaijage, Mariana Belgiu, Wietske Bijker
Spatially Explicit Active Learning for Crop-Type Mapping from Satellite Image Time Series. Sensors 24 (7) (2024)
Sina Mohammadi, Mariana Belgiu, Alfred Stein
Few-Shot Learning for Crop Mapping from Satellite Image Time Series. Remote. Sens. 16 (6) (2024)
Mengmeng Li, Xiaomin Feng, Mariana Belgiu
Mapping tobacco planting areas in smallholder farmlands using Phenological-Spatial-Temporal LSTM from time-series Sentinel-1 SAR images. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Chenxi Duan, Mariana Belgiu, Alfred Stein
Efficient Cloud Removal Network for Satellite Images Using SAR-Optical Image Fusion. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Srikumar Sastry, Nathan Jacobs, Mariana Belgiu, Raian Vargas Maretto
Task Agnostic Cost Prediction Module for Semantic Labeling in Active Learning. IGARSS (2023)
Caroline M. Gevaert, Mariana Belgiu
Assessing the generalization capability of deep learning networks for aerial image classification using landscape metrics. Int. J. Appl. Earth Obs. Geoinformation 114 (2022)
Alfred Stein, Claudio Detotto, Mariana Belgiu
A spatial statistical study of the distribution of Sardinian nuraghes. Ann. GIS 28 (3) (2022)
Wisdom Simataa Moola, Wietske Bijker, Mariana Belgiu, Mengmeng Li
Vegetable mapping using fuzzy classification of Dynamic Time Warping distances from time series of Sentinel-1A images. Int. J. Appl. Earth Obs. Geoinformation 102 (2021)
Sina Mohammadi, Mariana Belgiu, Alfred Stein
3D Fully Convolutional Neural Networks with Intersection over Union Loss for Crop Mapping from Multi-Temporal Satellite Images. IGARSS (2021)
Shobitha Shetty, Prasun Kumar Gupta, Mariana Belgiu, S. K. Srivastav
Assessing the Effect of Training Sampling Design on the Performance of Machine Learning Classifiers for Land Cover Mapping Using Multi-Temporal Remote Sensing Data and Google Earth Engine. Remote. Sens. 13 (8) (2021)
Anushree Badola, Hitendra Padalia, Mariana Belgiu, Prabhakar Alok Verma
Tree Species Mapping in Tropical Forests Using Hyperspectral Remote Sensing and Machine Learning. IGARSS (2021)
Sina Mohammadi, Mariana Belgiu, Alfred Stein
3D Fully Convolutional Neural Networks with Intersection Over Union Loss for Crop Mapping from Multi-Temporal Satellite Images. CoRR (2021)
Mariana Belgiu, Michael T. Marshall, Mirco Boschetti, Monica Pepe, Alfred Stein, Caroline Lievens
HyNutri: Estimating the Nutritional Composition of Wheat from Multi-Temporal Prisma Data. IGARSS (2021)
Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse
Towards user-driven earth observation-based slum mapping. Comput. Environ. Urban Syst. 89 (2021)
Mariana Belgiu, Wietske Bijker, Ovidiu Csillik, Alfred Stein
Phenology-based sample generation for supervised crop type classification. Int. J. Appl. Earth Obs. Geoinformation 95 (2021)
Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse
Geo-Ethics in Slum Mapping. IGARSS (2021)
Ovidiu Csillik, Mariana Belgiu, Gregory P. Asner, Maggi Kelly
Object-Based Time-Constrained Dynamic Time Warping Classification of Crops Using Sentinel-2. Remote. Sens. 11 (10) (2019)
Lucian Dragut, Mariana Belgiu, George Popescu, Peter Bandura
Sensitivity of multiresolution segmentation to spatial extent. Int. J. Appl. Earth Obs. Geoinformation 81 (2019)
Verónica Andreo, Mariana Belgiu, Diana Brito Hoyos, Frank B. Osei, Cecilia Provensal, Alfred Stein
Rodents and satellites: Predicting mice abundance and distribution with Sentinel-2 data. Ecol. Informatics 51 (2019)
Mariana Belgiu, Alfred Stein
Spatiotemporal Image Fusion in Remote Sensing. Remote. Sens. 11 (7) (2019)
Dirk Tiede, Martin Sudmanns, Andrea Baraldi, Mariana Belgiu, Stefan Lang
ImageQuerying - prototypische Implementierung eines Systems zur raumzeitlichen und inhaltsbasierten Satellitenbildsuche und Satellitenbildanalyse. AGIT Journal Angew. Geoinformatik 2 (2016)
Mariana Belgiu, Josef Strobl, Gudrun Wallentin
Open Geospatial Education. ISPRS Int. J. Geo Inf. 4 (2) (2015)
Mariana Belgiu, Ivan Tomljenovic, Thomas J. Lampoltshammer, Thomas Blaschke, Bernhard Höfle
Ontology-Based Classification of Building Types Detected from Airborne Laser Scanning Data. Remote. Sens. 6 (2) (2014)
Barbara Hofer, Thomas J. Lampoltshammer, Mariana Belgiu
Demography of Twitter Users in the City of London: An Exploratory Spatial Data Analysis Approach. CARTOCON (2014)
Bernhard Vockner, Mariana Belgiu, Manfred Mittlboeck
Recommender-based enhancement of discovery in Geoportals. Int. J. Spatial Data Infrastructures Res. 7 (2012)