avatar
Fatih Fehmi Şimşek Dr. TÜBİTAK UZAY
Publication 8 Review 10 CrossRef Cited 16
8 Publication
10 Review
16 CrossRef Cited

Research Fields

Geomatic Engineering Geographical Information Systems (GIS) in Planning Remote Sensing

Institution

TÜBİTAK UZAY

Popular Publications

Agricultural crop classification with open source Eo-learn library and multi-temporal Sentinel-2 images
Authors: Fatih Fehmi Şimşek , Süleyman Savaş Durduran
Published: 2023 , Journal of Geodesy and Geoinformation
DOI: 10.9733/JGG.2023R0004.T
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1627

0

1

1627

Comparison of Agricultural Crop Type Classifications with Different Machine Learning Algorithms (RF-SVM-ANN-XGBoost) by Generating Ground Truth Data from Farmer Declaration Parcels
Authors: Fatih Fehmi Şimşek
Published: 2025 , International Journal of Engineering and Geosciences
DOI: 10.26833/ijeg.1552141
CITED 6 FAVORITE 1 TOTAL DOWNLOAD COUNT 1006

6

1

1006

Publications

Benchmarking machine learning and deep learning for multi-temporal land cover mapping: Evidence from a fragmented agro-ecosystem using Sentinel-2 time series
Authors: Melih Altay , Fatih Fehmi Şimşek
Published: 2026 , Turkish Journal of Remote Sensing
DOI: 10.51489/tuzal.1917361
FAVORITE 0 TOTAL DOWNLOAD COUNT 71

0

71

Comparison of Agricultural Crop Type Classifications with Different Machine Learning Algorithms (RF-SVM-ANN-XGBoost) by Generating Ground Truth Data from Farmer Declaration Parcels
Authors: Fatih Fehmi Şimşek
Published: 2025 , International Journal of Engineering and Geosciences
DOI: 10.26833/ijeg.1552141
FAVORITE 1 TOTAL DOWNLOAD COUNT 1006

1

1006

Investigating the Effect of Spectral Bands and Vegetation Indices Selection on Agricultural Crop Classification (Especially for Double Crops Regions)
Authors: Fatih Fehmi Şimşek
Published: 2025 , Turkish Journal of Agricultural and Natural Sciences
DOI: 10.30910/turkjans.1586291
FAVORITE 0 TOTAL DOWNLOAD COUNT 437

0

437

Classification of Agricultural Crops with Random Forest and Support Vector Machine Algorithms Using Sentinel-2 and Landsat-8 Images
Authors: Murat Güven Tuğaç , Fatih Fehmi Şimşek , Harun Torunlar
Published: 2024 , International Journal of Environment and Geoinformatics
DOI: 10.30897/ijegeo.1479116
FAVORITE 0 TOTAL DOWNLOAD COUNT 1977

0

1977

Agricutural Parcel Based Crop Type Classification with Boosting Machine Learning Algorithm
Authors: Fatih Fehmi Şimşek
Published: 2024 , Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
DOI: 10.53433/yyufbed.1416820
FAVORITE 0 TOTAL DOWNLOAD COUNT 1237

0

1237

Optik ve radar görüntüleri ile aşırı gradyan artırma algoritması kullanılarak tarımsal ürün desen tespiti
Authors: Fatih Fehmi Şimşek
Published: 2024 , Geomatik
DOI: 10.29128/geomatik.1332997
FAVORITE 0 TOTAL DOWNLOAD COUNT 1481

0

1481

Land Cover and Land Use Classification at National Scale Using Land Parcel Identification System Data (LPIS)
Authors: Fatih Fehmi Şimşek
Published: 2023 , Turkish Journal of Remote Sensing and GIS
DOI: 10.48123/rsgis.1268155
FAVORITE 0 TOTAL DOWNLOAD COUNT 1382

0

1382

Agricultural crop classification with open source Eo-learn library and multi-temporal Sentinel-2 images
Authors: Fatih Fehmi Şimşek , Süleyman Savaş Durduran
Published: 2023 , Journal of Geodesy and Geoinformation
DOI: 10.9733/JGG.2023R0004.T
FAVORITE 1 TOTAL DOWNLOAD COUNT 1627

1

1627

Articles published in
Geomatik
Geomatik
International Journal of Engineering and Geosciences
International Journal of Engineering and Geosciences
International Journal of Environment and Geoinformatics
International Journal of Environment and Geoinformatics
Journal of Geodesy and Geoinformation
Journal of Geodesy and Geoinformation
Turkish Journal of Agricultural and Natural Sciences
Turkish Journal of Agricultural and Natural Sciences
Turkish Journal of Remote Sensing
Turkish Journal of Remote Sensing
Turkish Journal of Remote Sensing and GIS
Turkish Journal of Remote Sensing and GIS
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Editorial Board Memberships
Samsun Aviation and Aeronautical Research Journal
Samsun Aviation and Aeronautical Research Journal

Reviews

Coğrafi Bilimler Dergisi
Coğrafi Bilimler Dergisi
International Journal of Engineering and Geosciences
International Journal of Engineering and Geosciences
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Turkish Journal of Remote Sensing
Turkish Journal of Remote Sensing
Turkish Journal of Remote Sensing and GIS
Turkish Journal of Remote Sensing and GIS

Publications

Comparison of Agricultural Crop Type Classifications with Different Machine Learning Algorithms (RF-SVM-ANN-XGBoost) by Generating Ground Truth Data from Farmer Declaration Parcels
Authors: Fatih Fehmi Şimşek
Published: 2025 , International Journal of Engineering and Geosciences
DOI: 10.26833/ijeg.1552141
CITED 6 FAVORITE 1 TOTAL DOWNLOAD COUNT 1006

6

1

1006

Agricutural Parcel Based Crop Type Classification with Boosting Machine Learning Algorithm
Authors: Fatih Fehmi Şimşek
Published: 2024 , Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
DOI: 10.53433/yyufbed.1416820
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1237

1

0

1237

Optik ve radar görüntüleri ile aşırı gradyan artırma algoritması kullanılarak tarımsal ürün desen tespiti
Authors: Fatih Fehmi Şimşek
Published: 2024 , Geomatik
DOI: 10.29128/geomatik.1332997
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1481

6

0

1481

Land Cover and Land Use Classification at National Scale Using Land Parcel Identification System Data (LPIS)
Authors: Fatih Fehmi Şimşek
Published: 2023 , Turkish Journal of Remote Sensing and GIS
DOI: 10.48123/rsgis.1268155
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1382

3

0

1382

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