Mariana Belgiu
Orcid: 0000-0002-2147-1894
According to our database1,
Mariana Belgiu
authored at least 30 papers
between 2012 and 2025.
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Bibliography
2025
Enhancing Scene Classification in Cloudy Image Scenarios: A Collaborative Transfer Method with Information Regulation Mechanism using Optical Cloud-Covered and SAR Remote Sensing Images.
CoRR, January, 2025
The impact of spatiotemporal variability of environmental conditions on wheat yield forecasting using remote sensing data and machine learning.
Int. J. Appl. Earth Obs. Geoinformation, 2025
2024
Spatially Explicit Active Learning for Crop-Type Mapping from Satellite Image Time Series.
Sensors, April, 2024
Mapping Integrated Crop-Livestock Systems Using Fused Sentinel-2 and PlanetScope Time Series and Deep Learning.
Remote. Sens., April, 2024
Remote. Sens., March, 2024
IEEE Geosci. Remote. Sens. Lett., 2024
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, 2024
Stratified Machine Learning Models for Wheat Yield Estimation Using Remote Sensing Data.
Proceedings of the IGARSS 2024, 2024
Multi-Feature Fusion Network for Efficient Cloud Removal Using SAR-Optical Image Fusion.
Proceedings of the IGARSS 2024, 2024
Gathering, Structuring, and Analyzing the Space-Related Educational Programs and Their Courses at the Bachelor, Master, PhD, and Continuous Education Levels.
Proceedings of the IGARSS 2024, 2024
2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Ann. GIS, 2022
Assessing the generalization capability of deep learning networks for aerial image classification using landscape metrics.
Int. J. Appl. Earth Obs. Geoinformation, 2022
2021
Comput. Environ. Urban Syst., 2021
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., 2021
Vegetable mapping using fuzzy classification of Dynamic Time Warping distances from time series of Sentinel-1A images.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Int. J. Appl. Earth Obs. Geoinformation, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
3D Fully Convolutional Neural Networks with Intersection over Union Loss for Crop Mapping from Multi-Temporal Satellite Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
HyNutri: Estimating the Nutritional Composition of Wheat from Multi-Temporal Prisma Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Tree Species Mapping in Tropical Forests Using Hyperspectral Remote Sensing and Machine Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2019
Object-Based Time-Constrained Dynamic Time Warping Classification of Crops Using Sentinel-2.
Remote. Sens., 2019
Rodents and satellites: Predicting mice abundance and distribution with Sentinel-2 data.
Ecol. Informatics, 2019
Int. J. Appl. Earth Obs. Geoinformation, 2019
2016
ImageQuerying - prototypische Implementierung eines Systems zur raumzeitlichen und inhaltsbasierten Satellitenbildsuche und Satellitenbildanalyse.
AGIT Journal Angew. Geoinformatik, 2016
2015
2014
Ontology-Based Classification of Building Types Detected from Airborne Laser Scanning Data.
Remote. Sens., 2014
Demography of Twitter Users in the City of London: An Exploratory Spatial Data Analysis Approach.
Proceedings of the Modern Trends in Cartography, 2014
2012
Int. J. Spatial Data Infrastructures Res., 2012