İsmail Çölkesen

Gebze Technical University — Turkey

Environmental Science · Physical Sciences

20h-index3.1kcitations70works2.72yr avg

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Research Topics

Remote Sensing in Agriculture(23), Remote-Sensing Image Classification(19), Remote Sensing and Land Use(12), Remote Sensing and LiDAR Applications(10), Landslides and related hazards(9)

Publications70 total

Development of transferable hybrid deep learning networks for temporal and multi-regional mapping of poplar plantations with Sentinel-2

1 cited

Advances in Space Research·2025· 1 cited

A Comparative Analysis of Black-Box and Glass-Box Models for Poplar Plantation Mapping with Remote Sensing Data

The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access

Efficient Detection of Floating Algal Blooms Using Sentinel-2 Imagery: The Introduction of the SFABI Index

Long-Term Monitoring of Coastal Water Quality Using Sentinel-2 Satellite Images and Google Earth Engine: The Case Study Izmir and Erdek Bays

1 cited

Transformer-Based Sunflower (Helianthus annuus L.) Recognition from Multi-Temporal UAV Orthomosaics

Sentinel-5P Zaman Serisi Verileri ve Google Earth Engine ile Kocaeli İlinde Azot Dioksit (NO2) ve Karbon Monoksit (CO) Kirliliğinin Uzaktan Algılama Tabanlı İzlenmesi

DergiPark (Istanbul University)·2025

U-shaped deep learning networks for algal bloom detection using Sentinel-2 imagery: Exploring model performance and transferability

4 cited

Journal of Environmental Management·2025· 4 cited

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

Evrişimsel Sinir Ağlarıyla Marmara Denizi'ndeki Müsilaj Oluşumlarının Tespitinde Eğitim Veri Seti Boyutunun Etkisinin İncelenmesi

DergiPark (Istanbul University)·2024

Methodology For Extracting Poplar Planted Fields From Very High-Resolution Imagery Using Object-Based Image Analysis and Feature Selection Strategy

ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2024Open Access

A novel hybrid methodology integrating pixel- and object-based techniques for mapping land use and land cover from high-resolution satellite data

8 cited