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Fırat Erdem

Observed names: ERDEM, FIRAT, Erdem, Firat, Erdem, Fırat, F. Erdem, FIRAT ERDEM, Firat Erdem, Fırat ERDEM
ORCID: 0000-0002-6163-1979
Observed ORCID: 0000-0002-6163-1979
OpenAlex ID: A5043835188
Tree extraction from multi-scale UAV images using Mask R-CNN with FPN
2020 · Nuri Erkin Ocer, Gordana Kaplan, et al. · Remote Sensing Letters · 97
An ensemble deep learning based shoreline segmentation approach (WaterNet) from Landsat 8 OLI images
2020 · Firat Erdem, Bulent Bayram, et al. · Advances in Space Research · 76
Comparison of Different U-Net Models for Building Extraction from High-Resolution Aerial Imagery
2020 · Fırat Erdem, Uğur Avdan · International Journal of Environment and Geoinformatics · 34
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Soil salinity prediction models constructed by different remote sensors
2022 · Uğur Avdan, Gordana Kaplan, et al. · Physics and Chemistry of the Earth Parts A/B/C · 33
Drought analysis of Van Lake Basin with remote sensing and GIS technologies
2021 · Firat Erdem, Rutkay Atun, et al. · The Egyptian Journal of Remote Sensing and Space Science · 30
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The Efficiency of Random Forest Method for Shoreline Extraction From Landsat-8 and Gokturk-2 Imageries
2017 · B. Bayram, F. Erdem, et al. · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 26
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Analyzing the effect of view factors on surface heat flux, surface temperature, and vegetation cover
2023 · Nalan Demircioğlu Yıldız, Fırat Erdem, et al. · Environmental Science and Pollution Research · 24
Integrated Shoreline Extraction Approach With Use of Rasat Ms and Sentinel-1a Sar Images
2017 · N. Demir, S. Oy, et al. · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 23
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Rastgele Orman Yöntemi Kullanılarak Kıyı Çizgisi Çıkarımı İstanbul Örneği
2018 · Fırat Erdem, Mustafa Andaç Derinpınar, et al. · Geomatik · 20
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Apricot Tree Detection from UAV-Images Using Mask R-CNN and U-Net
2023 · Firat Erdem, Nuri Erkin Ocer, et al. · Photogrammetric Engineering & Remote Sensing · 18
Evaluating the effects of texture features on Pinus sylvestris classification using high-resolution aerial imagery
2023 · Firat Erdem, Onur Can Bayrak · Ecological Informatics · 14
Comparison of Remote Sensing Soil Electrical Conductivity from PlanetScope and Ground Measured Data in Wheat and Beet Yields
2021 · Ugur Avdan, Gordana Kaplan, et al. · International Electronic Conference on Agronomy (IECAG) · 8
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A nonparametric fuzzy shoreline extraction approach from Sentinel-1A by integration of RASAT pan-sharpened imagery
2019 · Nusret Demir, Bülent Bayram, et al. · Geo-Marine Letters · 8
Deep Learning Based Aerial Imagery Classification for Tree Species Identification
2023 · O. C. Bayrak, F. Erdem, 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 · 7
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A Deep learning integrated mobile application for historic landmark recognition: A case study of Istanbul
2020 · Bülent Bayram, Batuhan Kılıç, et al. · Mersin Photogrammetry Journal · 7
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STFRDN: a residual dense network for remote sensing image spatiotemporal fusion
2023 · Firat Erdem, Ugur Avdan · International Journal of Remote Sensing · 6
Water-body Segmentation in Heterogeneous Hydrodynamic and Morphodynamic Structured Coastal Areas by Machine Learning
2023 · İrem Gümüşçü, Furkan Altaş, et al. · International Journal of Environment and Geoinformatics · 2
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Automatic Detection and Counting of Apricot Trees From Uav Images Using Mask R-cnn
2022 · Firat Erdem, Nuri Erkin Ocer, et al. · International Symposium on Applied Geoinformatics (ISAG) · 2
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Comparative study on spatiotemporal fusion of Sentinel-2 and Sentinel-3 images over strong temporal changes
2022 · Firat Erdem, Ugur Avdan · Journal of Applied Remote Sensing · 1
Uzaktan Algilama Görüntüleri̇nde Deri̇n Si̇ni̇r Ağlari Kullanarak Otomati̇k Deği̇şi̇m Tespi̇ti̇
2022 · Fırat Erdem, Nuri Erkin Öçer, et al. · Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL-CBS) · 1
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Aktarımlı Öğrenme ile SENTINEL-2 Görüntülerinden Kıyı Çizgisi Bölütlemesi
2021 · Selennur KARAGÖL, Bülent BAYRAM, et al. · Turkish Journal of Remote Sensing · 1
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Uydu Görüntüleri̇ni̇n İyi̇leşti̇ri̇lmesi̇nde Geleneksel Ve Deri̇n Öğrenmeye Dayali İki̇ Yöntemi̇n Karşilaştirilmasi
2022 · Nuri Erkin ÖÇER, Fırat ERDEM, et al. · Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL-CBS)
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Sentinel-2 Ve Sentinel-3 Görüntüleri̇ni̇n Konumzamansal Kaynaştirilmasinda Farkli Algori̇tmalarin Performans Anali̇zi̇
2022 · Fırat ERDEM, Uğur AVDAN · Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL-CBS)
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Tree Detection Using Uav Data and Deep Learning Method: First Step Towards Green Cadastre in Eskişehir Technical University Campus
2020 · Gordana Kaplan, Nuri Erkin Öçer, et al. · Acta Geobalcanica
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Effect of Different Segmentation Methods Using Optical Satellite Imagery to Estimate Fuzzy Clustering Parameters for Sentinel-1a Sar Images
2018 · B. Bayram, N. Demir, 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
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Works count: 30
Citation count: 440
H-index: 11
I10-index: 11
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