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Other IDs

Scopus Author ID: 56246446800
ResearcherID: A-4287-2016
Loop profile: 244225
Loop profile: 2047850
Loop profile: 1031416
SciProfiles: 56858

Keywords

Remote Sensing, Polarimetric SAR, Applied Machine Learning

Countries

Türkiye

Activities

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Employment (3)

Samsun University: Samsun, Samsun, TR

2025-02-17 to present
Employment
Source: Self-asserted source
Mustafa Ustuner

Artvin Coruh University: Artvin, TR

2020-07-02 to 2025-02-15 (Geomatic Engineering)
Employment
Source: Self-asserted source
Mustafa Ustuner

Yildiz Technical University: Istanbul, TR

2011-03-15 to 2020-06-26 | Research Assistant (Geomatic Engineering)
Employment
Source: Self-asserted source
Mustafa Ustuner

Education and qualifications (2)

Yildiz Teknik Üniversitesi: Istanbul, Esenler, TR

2014-02-10 to 2020-02-02 | PhD (Geomatic Engineering)
Education
Source: Self-asserted source
Mustafa Ustuner

Yildiz Technical University: Istanbul, TR

2011-03-15 to 2013-12-24 | Msc (Geomatic)
Education
Source: Self-asserted source
Mustafa Ustuner

Works (26)

An assessment of training data for agricultural land cover classification: a case study of Bafra, Türkiye

Earth Science Informatics
2025-01 | Journal article
DOI: 10.1007/s12145-024-01555-5
Contributors: Mustafa Ustuner; Fatih Fehmi Simsek
Source: check_circle
Crossref

Post-seismic structural assessment: advanced crack detection through complex feature extraction using pre-trained deep learning and machine learning integration

Earth Science Informatics
2025-01 | Journal article
DOI: 10.1007/s12145-024-01574-2
Contributors: Hatice Catal Reis; Veysel Turk; Mustafa Ustuner; Cagla Melisa Kaya Yildiz; Ramazan Tatli
Source: check_circle
Crossref

Analysis of the forest fire in the ‘Bohemian Switzerland’ National Park using Landsat-8 and Sentinel-5P in Google Earth Engine

Natural Hazards
2024-11-28 | Journal article
DOI: 10.1007/s11069-024-07052-8
Contributors: Furkan Yilgan; Markéta Miháliková; Recep Serdar Kara; Mustafa Ustuner
Source: check_circle
Crossref

Impact of Urban Surfaces on Microclimatic Conditions and Thermal Comfort in Burdur, Türkiye

Atmosphere
2024-11-14 | Journal article
DOI: 10.3390/atmos15111375
Contributors: Maomao Zhang; İlker Yiğit; Fatih Adigüzel; Chunguang Hu; Enqing Chen; Ahmet Emrah Siyavuş; Necmettin Elmastaş; Mustafa Ustuner; Aşır Yüksel Kaya
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Computer Processing of Remotely-Sensed Images [Book Reviews]

IEEE Geoscience and Remote Sensing Magazine
2024-09 | Journal article
DOI: 10.1109/MGRS.2024.3436845
Contributors: Mustafa Ustuner
Source: check_circle
Crossref

Innovative remote sensing methodologies and applications in coastal and marine environments

Geo-spatial Information Science
2024-05-03 | Journal article
DOI: 10.1080/10095020.2023.2244006
Contributors: Qing Zhao; Antonio Pepe; Virginia Zamparelli; Pietro Mastro; Francesco Falabella; Saygin Abdikan; Caglar Bayik; Fusun Balik Sanli; Mustafa Ustuner; Nevin Betul Avşar et al.
Source: check_circle
Crossref

Çekirdek Tabanlı Aşırı Öğrenme Makinesi ile Hiperspektral Görüntü Sınıflandırma

Turkish Journal of Remote Sensing and GIS
2023-05-04 | Journal article
DOI: 10.48123/rsgis.1237772
Contributors: Mustafa ÜSTÜNER
Source: check_circle
Crossref

A Booster Analysis of Extreme Gradient Boosting for Crop Classification using PolSAR Imagery

2019 8th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2019
2019 | Conference paper
DOI: 10.1109/Agro-Geoinformatics.2019.8820698
EID:

2-s2.0-85072920947
Contributors: Ustuner, M.; Sanli, F.B.; Abdikan, S.; Bilgin, G.; Goksel, C.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier

An assessment of urban area extraction using ALOS-2 data

Proceedings of 9th International Conference on Recent Advances in Space Technologies, RAST 2019
2019 | Conference paper
DOI: 10.1109/RAST.2019.8767819
EID:

2-s2.0-85073909155
Contributors: Abdikan, S.; Bayik, C.; Sanli, F.B.; Ustuner, M.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier
grade
Preferred source (of 2)‎

Polarimetric Target Decompositions and Light Gradient Boosting Machine for Crop Classification: A Comparative Evaluation

ISPRS International Journal of Geo-Information
2019-02 | Journal article | Author
DOI: 10.3390/ijgi8020097
Contributors: Mustafa Ustuner; Fusun Balik Sanli
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Sensitivity Analysis of Multi-Temporal Sentinel-1 SAR Parameters to Crop Height and Canopy Coverage

Applied Sciences
2019-02 | Journal article | Author
DOI: 10.3390/app9040655
Contributors: Rouhollah Nasirzadehdizaji; Fusun Balik Sanli; Saygin Abdikan; Ziyadin Cakir; Aliihsan Sekertekin; Mustafa Ustuner
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

An application of roll-invariant polarimetric features for crop classification from multi-temporal RADARSAT-2 SAR data

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
2018 | Conference paper
DOI: 10.5194/isprs-archives-XLII-1-451-2018
EID:

2-s2.0-85056147856
Contributors: Ustuner, M.; Sanli, F.B.; Abdikan, S.; Esetlili, M.T.; Bilgin, G.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier

Comparing the classification performances of supervised classifiers with balanced and imbalanced SAR data sets,Eǧiticili Siniflandirma Yöntemlerinin Dengeli ve Dengesiz SAR Veri Kümelerindeki Bąsarimlarinin Kaŗsiląstirilmasi

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018
2018 | Conference paper
DOI: 10.1109/SIU.2018.8404183
EID:

2-s2.0-85050814879
Contributors: Ustuner, M.; Gokdag, U.; Bilgin, G.; Sanli, F.B.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier

Kernel extreme learning machines for PolSAR image classification using spatial features,Uzamsal Öznitelikler Kullanilarak Çekirdek Tabanli ąsiri Öǧrenme Makineleri ile PolSAR Görüntüsü Siniflandirilmasi

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018
2018 | Conference paper
DOI: 10.1109/SIU.2018.8404282
EID:

2-s2.0-85050812878
Contributors: Gokdag, U.; Ustuner, M.; Bilgin, G.; Sanli, F.B.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier

Combining Landsat and ALOS data for land cover mapping,Landsat ve ALOS Verilerini Kullanarak Arazi Örtüsü Haritasinin Oluşturulmasi

2017 25th Signal Processing and Communications Applications Conference, SIU 2017
2017 | Conference paper
DOI: 10.1109/SIU.2017.7960379
EID:

2-s2.0-85026298451
Contributors: Abdikan, S.; Ustuner, M.; Sanli, F.B.; Bilgin, G.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier
grade
Preferred source (of 2)‎

Land Use and Cover Classification of Sentinel-1A SAR Imagery: A Case Study of Istanbul

25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU)
2017 | Journal article
WOSUID: WOS:000413813100237
Contributors: Mustafa Ustuner
Source: check_circle
Web of Science Researcher Profile Sync

Land use and cover classification of Sentinel-IA SAR imagery: A case study of Istanbul,Sentinel-1A SAR Görüntüsü ile Arazi Örtüsü ve Kullanimi Siniflandirmasi: Istanbul Örneǧi

2017 25th Signal Processing and Communications Applications Conference, SIU 2017
2017 | Conference paper
DOI: 10.1109/SIU.2017.7960373
EID:

2-s2.0-85026323666
Contributors: Ustuner, M.; Sanli, F.B.; Bilgin, G.; Abdikan, S.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier

Balanced vs imbalanced training data: Classifying rapideye data with support vector machines

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
2016 | Conference paper
DOI: 10.5194/isprsarchives-XLI-B7-379-2016
EID:

2-s2.0-84979520809
Contributors: Ustuner, M.; Sanli, F.B.; Abdikan, S.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier
grade
Preferred source (of 2)‎

Comparison of Crop Classification Methods for the Sustainable Agriculture Management

Journal of Environmental Protection and Ecology
2016 | Journal article
EID:

2-s2.0-85021180522

WOSUID: WOS:000381331000026
Source: Self-asserted source
Mustafa Ustuner
grade
Preferred source (of 3)‎

Land cover mapping using sentinel-1 SAR data

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
2016 | Conference paper
DOI: 10.5194/isprsarchives-XLI-B7-757-2016
EID:

2-s2.0-84979608945
Contributors: Abdikan, S.; Sanli, F.B.; Ustuner, M.; Calò, F.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier
grade
Preferred source (of 2)‎

Application of support vector machines for landuse classification using high-resolution rapideye images: A sensitivity analysis

European Journal of Remote Sensing
2015 | Journal article
DOI: 10.5721/EuJRS20154823
EID:

2-s2.0-84947218144
Contributors: Ustuner, M.; Sanli, F.B.; Dixon, B.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier
grade
Preferred source (of 2)‎

Enhancing land use classification with fusing dual-polarized TerraSAR-X and multispectral RapidEye data

Journal of Applied Remote Sensing
2015 | Journal article
DOI: 10.1117/1.JRS.9.096054
EID:

2-s2.0-84929206896
Contributors: Abdikan, S.; Bilgin, G.; Sanli, F.B.; Uslu, E.; Ustuner, M.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier
grade
Preferred source (of 2)‎

Mitosis detection on histopathological images using statistical detection algorithms,Istatistiksel Tespit Algoritmalari ile Histopatolojik Görüntülerde Mitoz Belirleme

2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings
2015 | Conference paper
DOI: 10.1109/SIU.2015.7129880
EID:

2-s2.0-84939175705
Contributors: Ustuner, M.; Bilgin, G.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier
grade
Preferred source (of 2)‎

Crop type classification using vegetation indices of rapideye imagery

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
2014 | Conference paper
DOI: 10.5194/isprsarchives-XL-7-195-2014
EID:

2-s2.0-84924240586
Contributors: Ustuner, M.; Sanli, F.B.; Abdikan, S.; Esetlili, M.T.; Kurucu, Y.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier
grade
Preferred source (of 2)‎

Fusion and classification of synthetic aparture radar and multispectral sattellite data,Sentetik açiklik radar ve multispektral uydu verilerinin kaynaştirilmasi ve siniflandirilmasi

2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedings
2014 | Conference paper
DOI: 10.1109/SIU.2014.6830339
EID:

2-s2.0-84903765889
Contributors: Bakirman, T.; Bilgin, G.; Şanli, F.B.; Uslu, E.; Üstüner, M.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier
grade
Preferred source (of 2)‎

Fusion of terrasar-X and rapideye data: A quality analysis

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
2013 | Conference paper
DOI: 10.5194/isprsarchives-XL-7-W2-27-2013
EID:

2-s2.0-84924243187
Contributors: Balik Sanli, F.; Abdikan, S.; Esetlili, M.T.; Ustuner, M.; Sunar, F.
Source: Self-asserted source
Mustafa Ustuner via Scopus - Elsevier
grade
Preferred source (of 2)‎

Peer review (129 reviews for 23 publications/grants)

Review activity for Arabian journal of geosciences. (2)
Review activity for Automation in construction. (1)
Review activity for Computers and electronics in agriculture. (1)
Review activity for Concurrency and computation. (3)
Review activity for European journal of remote sensing. (6)
Review activity for Geo-spatial information science. (2)
Review activity for Geocarto international. (2)
Review activity for Geoplanning. (1)
Review activity for IEEE access : (3)
Review activity for IEEE geoscience and remote sensing letters : (4)
Review activity for IEEE journal of selected topics in applied earth observations and remote sensing. (5)
Review activity for IEEE transactions on geoscience and remote sensing : (17)
Review activity for IET image processing / (3)
Review activity for International journal of applied earth observation and geoinformation. (1)
Review activity for International journal of remote sensing. (16)
Review activity for ISPRS international journal of geo-information. (2)
Review activity for Journal of applied remote sensing. (5)
Review activity for Remote sensing letters. (5)
Review activity for Remote sensing. (41)
Review activity for Sensors. (5)
Review activity for SN Applied Sciences (2)
Review activity for Structures. (1)
Review activity for Water. (1)
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