Elif Sertel

Istanbul Technical University — Turkey

Environmental Science · Physical Sciences

32h-index3.6kcitations148works2.22yr avg
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Research Topics

Remote Sensing in Agriculture(48), Remote Sensing and LiDAR Applications(41), Remote-Sensing Image Classification(36), Land Use and Ecosystem Services(26), Remote Sensing and Land Use(26)

Publications147 total

A benchmark dataset for Landsat-to-Sentinel image generation using deep learning-driven super-resolution techniques
Advances in Space Research·2026
Enhancing GHSL Population Grids Using Hexagon KH-9 Built-up Data: Refining 1970s Rural and Peri-Urban Distributions in Istanbul
arXiv (Cornell University)·2025Open Access
Comparative Analysis of YOLOv8 and YOLOv11 on Tree Detection Using UAV RGB and Laser Scanning Data
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2025· 1 citedOpen Access
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
The Science of The Total Environment·2025
Zero-Shot Land Cover Segmentation with GroundingDINO-Segment Anything Model on WorldView-3 and DeepGlobe Data
2025
Individual Tree Detection using YOLOv8 and Transfer Learning via Drone Data
2025
Segmentation of Single Trees in Boreal Forest Using UAV LiDAR Data
2025
Time Series Analysis of Tree Health for Early Forest Damage Detection Using UAV Data
2025
Exploring You Only Look Once v8 and v9 for efficient airplane detection in very high resolution remote sensing imagery
Engineering Applications of Artificial Intelligence·2025· 1 cited
Comparative analysis of deep learning approaches for forest stand type classification: insights from the new VHRTreeSpecies benchmark dataset
International Journal of Digital Earth·2025· 1 citedOpen Access
Evaluating the Accuracy of Different Local Climate Zone Maps
˜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
Evaluating the performance of deep learning-based segmentation algorithms for land use land cover mapping in a heterogenous vegetative environment
International Journal of Engineering and Geosciences·2025· 1 citedOpen Access
VHRTrees: a new benchmark dataset for tree detection in satellite imagery and performance evaluation with YOLO-based models
Frontiers in Forests and Global Change·2025· 5 citedOpen Access
Advancing Human Geography with GeoAI: Transforming Land Use and Land Cover Analysis
Springer geography·2025
Automatic Road Extraction from Historical Maps Using Transformer-Based SegFormers
ISPRS International Journal of Geo-Information·2024· 5 citedOpen Access
HexaLCSeg: A historical benchmark dataset from Hexagon satellite images for land cover segmentation [Software and Data Sets]
IEEE Geoscience and Remote Sensing Magazine·2024· 9 cited
Object-Based Detection of Hazelnut Orchards Using Very High Resolution Aerial Photographs
2024· 1 cited
Design of GIS-Based Spatial Decision Support System For Hazelnut Cultivation: A Case Study Part of Sakarya, Türkiye
2024Open Access
Applying Machine Learning for Forest Attribute Mapping in Latvia – Sharing Insights from the Swedish Approach
2024
Analyzing Historical Land Cover Change at the Interplay of Urbanization, Rural Depopulation, and Agricultural Land Abandonment in Bulgaria and Turkey Since the 1950s
2024· 2 cited
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Frequent Co-authors

Uğur Algancı(11), Ş. Kaya(7), Ayşegül Tanık(6), Taha Gorji(5), Cankut Örmeci(5), Peijuan Wang(4), Paria Ettehadi Osgouei(4), Raziye Hale Topaloğlu(4), M. Erdem Kabadayı(4), Aylin Yıldırım(3), Nikou Hamzehpour(3), Samet Aksoy(3), Burak Ekim(3), Bülent Bayram(2), Alan Robock(2), Nebiye Musaoğlu(2), Gözde Ünal(2), Irmak Yay Algan(2), Gül Aslı Aksu(2), Dursun Zafer Şeker(2)