Get started
Author

Muhammed Yusuf Öztürk

Observed names: M. Y. Ozturk, Muhammed Yusuf Ozturk, Muhammed Yusuf ÖZTÜRK
Observed institution: Gebze Technical University
ORCID: 0000-0001-6459-9356
Observed ORCID: 0000-0001-6459-9356
OpenAlex ID: A5048078823
Comparative evaluation of performances of algae indices, pixel- and object-based machine learning algorithms in mapping floating algal blooms using Sentinel-2 imagery
2024 · Ismail Colkesen, Muhammed Yusuf Ozturk, et al. · Stochastic Environmental Research and Risk Assessment · 34
PDF
A comparative evaluation of state-of-the-art ensemble learning algorithms for land cover classification using WorldView-2, Sentinel-2 and ROSIS imagery
2022 · Ismail Colkesen, Muhammed Yusuf Ozturk · Arabian Journal of Geosciences · 28
Automated mucilage extraction index (AMEI): a novel spectral water index for identifying marine mucilage formations from Sentinel-2 imagery
2023 · Ismail Colkesen, Taskin Kavzoglu, et al. · International Journal of Remote Sensing · 27
Multi-seasonal evaluation of hybrid poplar (P. Deltoides) plantations using Worldview-3 imagery and State-Of-The-Art ensemble learning algorithms
2022 · Ismail Colkesen, Taskin Kavzoglu, et al. · Advances in Space Research · 18
3D positioning accuracy and land cover classification performance of multispectral RTK UAVs
2022 · Umut Gunes SEFERCİK, Taşkın KAVZOĞLU, et al. · International Journal of Engineering and Geosciences · 18
PDF
The impacts of vegetation indices from UAV-based RGB imagery on land cover classification using ensemble learning
2021 · Muhammed Yusuf ÖZTÜRK, İsmail ÇÖLKESEN · Mersin Photogrammetry Journal · 17
PDF
A novel hybrid methodology integrating pixel- and object-based techniques for mapping land use and land cover from high-resolution satellite data
2024 · Muhammed Yusuf Ozturk, Ismail Colkesen · International Journal of Remote Sensing · 16
U-shaped deep learning networks for algal bloom detection using Sentinel-2 imagery: Exploring model performance and transferability
2025 · Ismail Colkesen, Mustafacan Saygi, et al. · Journal of Environmental Management · 14
Assessing the Physical and Chemical Characteristics of Marine Mucilage Utilizing In-Situ and Remote Sensing Data (Sentinel-1, -2, -3)
2023 · Umut Gunes Sefercik, Ismail Colkesen, et al. · PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science · 9
Evaluation of Effectiveness of Patch Based Image Classification Technique Using High Resolution Worldview-2 Image
2021 · M. Y. Ozturk, I. Colkesen · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 8
PDF
Construction and implementation of a poplar spectral library based on phenological stages for land cover classification using high-resolution satellite images
2024 · Taskin Kavzoglu, Ismail Colkesen, et al. · International Journal of Remote Sensing · 7
Türkiye'de Hızlı Büyüyen Türlere Ait Spektral Kütüphane Kurulması: Kavak Türleri Çalışması
2022 · Ayhan ATEŞOĞLU, Taşkın KAVZOĞLU, et al. · Bartın Orman Fakültesi Dergisi · 5
PDF
LAND COVER CLASSIFICATION PERFORMANCE OF MULTISPECTRAL RTK UAVs
2021 · U. G. Sefercik, T. Kavzoglu, et al. · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 5
PDF
Evaluation of Potential Use of Worldview-3 Imagery in Object-based Classification of Hybrid Poplar (p. Deltoides) Cultivated Fields
2022 · Taskin Kavzoglu, Ismail Colkesen, et al. · International Symposium on Applied Geoinformatics (ISAG) · 2
PDF
Development of transferable hybrid deep learning networks for temporal and multi-regional mapping of poplar plantations with Sentinel-2
2025 · Muhammed Yusuf Ozturk, Ismail Colkesen · Advances in Space Research · 1
A Comparative Analysis of Black-Box and Glass-Box Models for Poplar Plantation Mapping with Remote Sensing Data
2025 · Muhammed Yusuf Ozturk, Ismail Colkesen · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 1
PDF
Poplar Tree Index (PTI): A New Vegetation Index for Monitoring Poplar Cultivated Areas
2022 · Ismail Colkesen, Taskin Kavzoglu, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 1
Geolocation and Land Cover Classification Performance of Multispectral Rtk Uavs
2022 · Umut Gunes Sefercik, Taskin Kavzoglu, et al. · International Symposium on Applied Geoinformatics (ISAG)
PDF
Uydu Görüntüleri̇ni̇n Siniflandirilmasinda Yeni̇ Bi̇r Yaklaşim: Pi̇ksel Ve Nesne Tabanli Tekni̇kleri̇n Füzyonu
2022 · Muhammed Yusuf ÖZTÜRK, İsmail ÇÖLKESEN · Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL-CBS)
PDF
Google Earth Engine Yardimiyla Multi̇-spektral Uydu Görüntüleri̇ Kullanilarak Misir Bi̇tki̇si̇ Geli̇şi̇mi̇ni̇n İzlenmesi̇
2022 · Osman Yavuz ALTUNTAŞ, Muhammed Yusuf ÖZTÜRK, et al. · Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL-CBS)
PDF
Marmara Denizi’ndeki Müsilaj Oluşumlarının Çok Zamanlı Optik ve Termal UyduGörüntülerinden Makine Öğrenme Algoritması ile Tespiti ve Analizi
2021 · Taşkın Kavzoğlu, İsmail Çölkesen, et al.
Works count: 21
Citation count: 211
H-index: 9
I10-index: 8
Year
Topic
Type