Umut Güneş Sefercik

Gebze Technical University — Turkey

Environmental Science · Physical Sciences

12h-index442citations72works1.12yr avg
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Research Topics

Remote Sensing and LiDAR Applications(38), Satellite Image Processing and Photogrammetry(27), 3D Surveying and Cultural Heritage(24), Synthetic Aperture Radar (SAR) Applications and Techniques(19), Cryospheric studies and observations(10)

Publications72 total

Generation of precise 3D building models for digital twin projects using multi-source data fusion and integration into virtual tours
ISPRS Open Journal of Photogrammetry and Remote Sensing·2025Open Access
Quality Comparison of Free-of-Charge Global DSMs: ALOS AW3D30, TanDEM-X 12 m, TanDEM-X EDEM, TanDEM-X 90 m, and Sentinel-1
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
NDVI Prediction with RGB UAV Imagery Utilizing Advanced Machine Learning Regression Models
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025· 1 citedOpen Access
Analysis of Coherence Between Linear and Cubic SBAS Displacement Models in Deformation Monitoring
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Transformer-Based Sunflower (Helianthus annuus L.) Recognition from Multi-Temporal UAV Orthomosaics
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Ayçiçeği Çiçek Tablalarının Mask R-CNN Derin Sinir Ağı ile RGB ve Multispektral İHA Ortomozaiklerinden Örnek Segmentasyonu
Turkish Journal of Remote Sensing and GIS·2025Open Access
Multispectral UAV-based LULC mapping performance improvement by integrating precise NDSM data and machine learning algorithms
Earth Science Informatics·2025· 5 citedOpen Access
A novel NDSM fusion approach to improve UAV-Based LCC accuracy in sloping urban areas
European Journal of Remote Sensing·2025Open Access
DInSAR ve MT-DInSAR Teknolojileri ile Afet Erken Uyarı, Tespit, İzleme ve Yönetimi
Geomatik·2025· 1 citedOpen Access
Comparative analyses for determining shallow water bathymetry potential of multispectral UAVs: case study in Tavşan Island, Sea of Marmara
Frontiers in Marine Science·2024· 4 citedOpen Access
Assessing the Physical and Chemical Characteristics of Marine Mucilage Utilizing In-Situ and Remote Sensing Data (Sentinel-1, -2, -3)
PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science·2023· 7 cited
Detection and Monitoring of Mucilage Formations Using Pixel Based Convolutional Neural Networks: The Case Study of Izmit Gulf, Turkey
2023· 3 cited
Piksel Tabanlı Evrişimsel Sinir Ağları Kullanılarak Müsilaj Oluşumlarının Tespiti ve İzlenmesi: İzmit Körfezi Örneği
2023
Automated mucilage extraction index (AMEI): a novel spectral water index for identifying marine mucilage formations from Sentinel-2 imagery
International Journal of Remote Sensing·2023· 25 cited
Consistency Analysis of RTK and Non-RTK UAV DSMs in Vegetated Areas
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2023· 12 citedOpen Access
Creation of a Virtual Tour .Exe Utilizing Very High-Resolution RGB UAV Data
International Journal of Environment and Geoinformatics·2022· 4 citedOpen Access
3D positioning accuracy and land cover classification performance of multispectral RTK UAVs
International Journal of Engineering and Geosciences·2022· 15 citedOpen Access
Stone Pine (Pinus Pinea L.) Detection from High-Resolution UAV Imagery Using Deep Learning Model
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium·2022· 4 cited
Coherence Analysis of DSMS Generated by Multispectral RTK and RGB NON-RTK UAVS’ Simultaneous Data
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium·2022· 1 cited
Daily monitoring of marine mucilage using the MODIS products: a case study of 2021 mucilage bloom in the Sea of Marmara, Turkey
Environmental Monitoring and Assessment·2022· 38 cited
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Frequent Co-authors

Taşkın Kavzoğlu(12), Can Atalay(11), Gürcan Büyüksali̇h(10), Karsten Jacobsen(9), Mertcan Nazar(9), İsmail Çölkesen(8), Mehmet Alkan(8), Naci̇ Yastikli(6), Muhammed Yusuf Öztürk(4), Serkan Karakış(4), Muhammed Madak(3), Aycan Murat Marangoz(3), Çağlar Bayık(2), Iulia Dana Negula(2), Samed Adali(2), Salih DİNÇ(2), I. Büyüksalih(2), Ilyas Aydin(2), Umit Gokmen(2), Cem Gazioğlu(2)