Research output per year
Research output per year
Personal profile
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Dive into the research topics where Elif Sertel is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Advancing Human Geography with GeoAI: Transforming Land Use and Land Cover Analysis
Sertel, E. & Huang, X., 2025, Springer Geography. Springer Science and Business Media Deutschland GmbH, p. 373-386 14 p. (Springer Geography; vol. Part F723).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Comparative analysis of deep learning approaches for forest stand type classification: insights from the new VHRTreeSpecies benchmark dataset
Sertel, E. & Topgul, S. N., 2025, In: International Journal of Digital Earth. 18, 1, 2522394.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Comparative Analysis of YOLOv8 and YOLOv11 on Tree Detection Using UAV RGB and Laser Scanning Data
Sengun, E., Aksoy, S., Sertel, E. & Fransson, J. E. S., 29 Oct 2025, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 10, 2/W2-2025, p. 173-179 7 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Evaluating the Accuracy of Different Local Climate Zone Maps
Akbulut, A. S. & Sertel, E., 19 May 2025, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 48, M-6-2025, p. 15-21 7 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Evaluating the performance of deep learning-based segmentation algorithms for land use land cover mapping in a heterogenous vegetative environment
Sür, İ. B., Alganci, U. & Sertel, E., 17 Sept 2025, In: International Journal of Engineering and Geosciences. 10, 3, p. 380-397 18 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Exploring You Only Look Once v8 and v9 for efficient airplane detection in very high resolution remote sensing imagery
İlmak, D., Bakirman, T. & Sertel, E., 15 Nov 2025, In: Engineering Applications of Artificial Intelligence. 160, 111854.Research output: Contribution to journal › Article › peer-review
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Precipitation downscaling with the integration of multiple precipitation products, land surface data and gauge stations using explainable machine learning algorithms: A case study in the Mediterranean region of Turkiye
Hisam, E., Sertel, E. & Seker, D. Z., 1 Nov 2025, In: Science of the Total Environment. 1002, 180540.Research output: Contribution to journal › Article › peer-review
Projects
- 8 Finished
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Çok Yüksek Çözünürlüklü Uydu Görüntüleri Kullanarak Fındık Alanlarının Yapay Zeka Yardımıyla Otomatik Tespiti İçin Veri Seti Hazırlanması
Sertel, E. (PI)
24/12/24 → 24/06/25
Project: Research › SRP
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Landsat uydu görüntülerine yapay zeka tabanlı süperçözünürlük yöntemlerinin uygulanması için veri seti oluşturulması
Sertel, E. (PI)
10/09/24 → 10/01/25
Project: Research › SRP
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Derin Öğrenme Tabanlı Süper-çözünürlük Yaklaşımları ile Yüksek Çözünürlüklü Uzaktan Algılama Verilerinin Kalite Arttırımı
Sertel, E. (PI)
1/12/23 → 1/06/24
Project: Research › SRP
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TARİHİ HAVA FOTOĞRAFLARINDAN DERİN ÖĞRENME TABANLI ARAZİ ÖRTÜSÜ/ARAZİ KULLANIMI SEGMENTASYONU
Sertel, E. (PI)
16/05/23 → 16/10/23
Project: Research › SRP
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Uydu verileri kullanılarak kuraklık izlenmesine yönelik bir mobil uygulama geliştirilmesi
Sertel, E. (PI)
17/11/22 → 17/05/23
Project: Research › SRP
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Derin Öğrenme Yöntemleri ile Otomatik Bina Çıkarımı
Sertel, E. (PI)
4/03/20 → 29/04/21
Project: Research › SRP
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Uydu görüntülerinin mekansal çözünürlüğünün peyzaj metrikleri ile olan ilişkisinin araştırılması
Sertel, E. (PI)
9/11/17 → 21/01/20
Project: Research › SRP
Prizes
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İTÜ Jeodezi ve Fotogrametri Mühendisliği Bölümü,, Bülüm Birinciliği
Sertel, E. (Recipient), 1 Jun 2002
Prize
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