Mariana Belgiu

Orcid: 0000-0002-2147-1894

According to our database1, Mariana Belgiu authored at least 30 papers between 2012 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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2024
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Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

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

Few-Shot Learning for Crop Mapping from Satellite Image Time Series.
Remote. Sens., March, 2024

Efficient Cloud Removal Network for Satellite Images Using SAR-Optical Image Fusion.
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
Task Agnostic Cost Prediction Module for Semantic Labeling in Active Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
A spatial statistical study of the distribution of Sardinian nuraghes.
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
Towards user-driven earth observation-based slum mapping.
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

Phenology-based sample generation for supervised crop type classification.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Geo-Ethics in Slum Mapping.
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

Spatiotemporal Image Fusion in Remote Sensing.
Remote. Sens., 2019

Rodents and satellites: Predicting mice abundance and distribution with Sentinel-2 data.
Ecol. Informatics, 2019

Sensitivity of multiresolution segmentation to spatial extent.
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
Open Geospatial Education.
ISPRS Int. J. Geo Inf., 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
Recommender-based enhancement of discovery in Geoportals.
Int. J. Spatial Data Infrastructures Res., 2012


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