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Mariana Belgiu
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2020 – today
- 2024
- [j19]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: 103826 (2024) - [j18]Chenxi Duan
Efficient Cloud Removal Network for Satellite Images Using SAR-Optical Image Fusion. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j17]Sina Mohammadi
Few-Shot Learning for Crop Mapping from Satellite Image Time Series. Remote. Sens. 16(6): 1026 (2024) - [j16]João P. S. Werner
Mapping Integrated Crop-Livestock Systems Using Fused Sentinel-2 and PlanetScope Time Series and Deep Learning. Remote. Sens. 16(8): 1421 (2024) - [j15]Beatrice Kaijage
Spatially Explicit Active Learning for Crop-Type Mapping from Satellite Image Time Series. Sensors 24(7): 2108 (2024) - [c9]Keltoum Khechba, Mariana Belgiu, Ahmed Laamrani, Qi Dong, Alfred Stein, Abdelghani G. Chehbouni:
Stratified Machine Learning Models for Wheat Yield Estimation Using Remote Sensing Data. IGARSS 2024: 1946-1949 - [c8]Mariana Belgiu, Yolla Al Asmar, Raian Vargas Maretto, Hanh La, Stanislav Ronzhin, Heidi Thiemann, Silva Kerkezian, Mari Kolehmainen, Jean-David Bodenan, Danijela Stupar, Nicolas Peter, George Petrakis, Christie Maddock, Emmanouil Detsis:
Gathering, Structuring, and Analyzing the Space-Related Educational Programs and Their Courses at the Bachelor, Master, PhD, and Continuous Education Levels. IGARSS 2024: 3732-3735 - [c7]Chenxi Duan, Mariana Belgiu, Alfred Stein:
Multi-Feature Fusion Network for Efficient Cloud Removal Using SAR-Optical Image Fusion. IGARSS 2024: 9062-9065 - 2023
- [c6]Srikumar Sastry
Task Agnostic Cost Prediction Module for Semantic Labeling in Active Learning. IGARSS 2023: 4990-4993 - 2022
- [j14]Caroline M. Gevaert
Assessing the generalization capability of deep learning networks for aerial image classification using landscape metrics. Int. J. Appl. Earth Obs. Geoinformation 114: 103054 (2022) - [j13]Alfred Stein
A spatial statistical study of the distribution of Sardinian nuraghes. Ann. GIS 28(3): 245-261 (2022) - 2021
- [j12]Mariana Belgiu, Wietske Bijker
Phenology-based sample generation for supervised crop type classification. Int. J. Appl. Earth Obs. Geoinformation 95: 102264 (2021) - [j11]Wisdom Simataa Moola, Wietske Bijker
Vegetable mapping using fuzzy classification of Dynamic Time Warping distances from time series of Sentinel-1A images. Int. J. Appl. Earth Obs. Geoinformation 102: 102405 (2021) - [j10]Shobitha Shetty
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): 1433 (2021) - [j9]Maxwell Owusu
Towards user-driven earth observation-based slum mapping. Comput. Environ. Urban Syst. 89: 101681 (2021) - [c5]Mariana Belgiu, Michael T. Marshall
HyNutri: Estimating the Nutritional Composition of Wheat from Multi-Temporal Prisma Data. IGARSS 2021: 471-474 - [c4]Anushree Badola
Tree Species Mapping in Tropical Forests Using Hyperspectral Remote Sensing and Machine Learning. IGARSS 2021: 5421-5424 - [c3]Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse
Geo-Ethics in Slum Mapping. IGARSS 2021: 5700-5703 - [c2]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: 5834-5837 - [i1]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 abs/2102.07280 (2021)
2010 – 2019
- 2019
- [j8]Lucian Dragut
Sensitivity of multiresolution segmentation to spatial extent. Int. J. Appl. Earth Obs. Geoinformation 81: 146-153 (2019) - [j7]Verónica Andreo
Rodents and satellites: Predicting mice abundance and distribution with Sentinel-2 data. Ecol. Informatics 51: 157-167 (2019) - [j6]Mariana Belgiu
Spatiotemporal Image Fusion in Remote Sensing. Remote. Sens. 11(7): 818 (2019) - [j5]Ovidiu Csillik
Object-Based Time-Constrained Dynamic Time Warping Classification of Crops Using Sentinel-2. Remote. Sens. 11(10): 1257 (2019) - 2016
- [j4]Dirk Tiede
ImageQuerying - prototypische Implementierung eines Systems zur raumzeitlichen und inhaltsbasierten Satellitenbildsuche und Satellitenbildanalyse. AGIT Journal Angew. Geoinformatik 2: 80-85 (2016) - 2015
- [j3]Mariana Belgiu
Open Geospatial Education. ISPRS Int. J. Geo Inf. 4(2): 697-710 (2015) - 2014
- [j2]Mariana Belgiu
Ontology-Based Classification of Building Types Detected from Airborne Laser Scanning Data. Remote. Sens. 6(2): 1347-1366 (2014) - [c1]Barbara Hofer, Thomas J. Lampoltshammer
Demography of Twitter Users in the City of London: An Exploratory Spatial Data Analysis Approach. CARTOCON 2014: 199-211 - 2012
- [j1]Bernhard Vockner, Mariana Belgiu, Manfred Mittlboeck:
Recommender-based enhancement of discovery in Geoportals. Int. J. Spatial Data Infrastructures Res. 7: 441-463 (2012)
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