Mustafa Üstüner

Samsun University — Turkey

Engineering · Physical Sciences

12h-index987citations52works7.72yr avg
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Research Topics

Remote-Sensing Image Classification(24), Synthetic Aperture Radar (SAR) Applications and Techniques(13), Remote Sensing in Agriculture(11), Remote Sensing and Land Use(9), Spectroscopy and Chemometric Analyses(6)

Publications52 total

Unlocking land cover classification potential: a comparative analysis of Pixxel TD-1 hyperspectral and Landsat-9 multispectral imagery
International Journal of Remote Sensing·2026
Integration of multi-temporal sentinel-1 and sentinel-2 data for paddy rice crop height estimation and uncertainty assessment using quantile regression forests
Precision Agriculture·2025· 1 cited
Determining climatic risks in the Eastern Anatolia region using the wind chill index, Türkiye
Air Quality Atmosphere & Health·2025
Lai Estimation of Paddy Rice Using Sentinel-2 Vegetation Indices
2025
Evaluation of Heterogeneous Ensemble Learning Algorithms for Lithological Mapping Using EnMAP Hyperspectral Data: Implications for Mineral Exploration in Mountainous Region
Minerals·2025Open Access
A deep neural network combined with a two-stage ensemble model for detecting cracks in concrete structures
Frontiers of Structural and Civil Engineering·2025· 1 cited
Balancing hyperspectral dimensionality reduction and information preservation for machine learning-based lithological classification using EnMAP hyperspectral imagery
Remote Sensing Applications Society and Environment·2025· 1 cited
Post-seismic structural assessment: advanced crack detection through complex feature extraction using pre-trained deep learning and machine learning integration
Earth Science Informatics·2025· 2 cited
An assessment of training data for agricultural land cover classification: a case study of Bafra, Türkiye
Earth Science Informatics·2024· 1 cited
Analysis of the forest fire in the ‘Bohemian Switzerland’ National Park using Landsat-8 and Sentinel-5P in Google Earth Engine
Natural Hazards·2024· 9 cited
Impact of Urban Surfaces on Microclimatic Conditions and Thermal Comfort in Burdur, Türkiye
Atmosphere·2024· 85 citedOpen Access
Exploring Sentinel-1 and Sentinel-2 Time Series Sensitivity to Rice Height
2024· 1 cited
Computer Processing of Remotely-Sensed Images [Book Reviews]
IEEE Geoscience and Remote Sensing Magazine·2024
Randomized Principal Component Analysis for Hyperspectral Image Classification
2024· 8 citedOpen Access
Support Vector Machine (SVM) and Object Based Classification in Earth Linear Features Extraction: A Comparison
Revue internationale de géomatique·2024· 6 citedOpen Access
Conceptualizing Spatial Heterogeneity of Urban Composition Impacts onPrecipitation Within Tropics
International Journal of Sustainable Construction Engineering Technology·2023Open Access
Innovative remote sensing methodologies and applications in coastal and marine environments
Geo-spatial Information Science·2023· 14 citedOpen Access
ON TURKEY'S WATER RESOURCES AND WATER USE ATTITUDES AND BEHAVIORS OF TEACHERS
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Çekirdek Tabanlı Aşırı Öğrenme Makinesi ile Hiperspektral Görüntü Sınıflandırma
Turkish Journal of Remote Sensing and GIS·2023· 1 citedOpen Access
A Novel Deep Learning Model for Recognizing Concrete Cracks from Smartphone Images Using Depthwise Separable Cnn and Transformer
SSRN Electronic Journal·2023Open Access
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Frequent Co-authors

Füsun Balık Şanlı(29), Saygın Abdikan(22), Mustafa Esetlili(9), Gökhan Bilgin(9), Aliihsan Şekertekin(6), Yusuf Kurucu(6), Çağlar Bayık(6), Hatice Çatal Reis(3), Veysel Turk(3), Dessislava Ganeva(3), Ömer Gökberk Narin(3), Zlatomir Dimitrov(3), Milen Chanev(3), Lachezar Filchev(3), Rouhollah Nasirzadehdizaji(2), Ziyadin Çakır(2), Fabiana Calò(2), Fatih Adıgüzel(2), Necmettin Elmastaş(2), Çiğdem Göksel(2)