Publications

Dursun Zafer Seker, Ozan Ozturk, Mustafa Serkan Isik, Martin Kada (2023). Feature-wise Fusion of Optical Satellite Images and LiDAR Data: Pathway to Enhance Road Segmentation. In AGU Annual Meeting 2023.

Mustafa Serkan Isik, Mehmet Furkan Celik (2023). Machine Learning Based Soil Moisture Estimation using CYGNSS Mission. In 19. Türkiye Harita Bilimsel ve Teknik Kurultayı.

Mehmet Furkan Celik, Mustafa Serkan Isik (2023). Corn Yield Prediction with Multi-Dimensional Earth Observation Data Using Machine Learning. In 19. Türkiye Harita Bilimsel ve Teknik Kurultayı.

Mehmet Furkan Celik, Mustafa Serkan Isik, Gulsen Taskin, Esra Erten, Gustau Camps-Valls (2023). Explainable Artificial Intelligence for Cotton Yield Prediction with Multisource Data. IEEE Geoscience and Remote Sensing Letters, vol. 20, pp. 1-5.

DOI

Mehmet Furkan Celik, Mustafa Serkan Isik, Onur Yuzugullu, Noura Fajraoui, Esra Erten (2023). Multi-source Data Fusion for Estimation of Soil Moisture with LSTM. In TUFUAB 2023.

Muhammed Rasit Cevikalp, Mehmet Furkan Celik, Mustafa Serkan Isik (2023). Monitoring Daily Soil Moisture in CONUS Region with CYGNSS Satellites. In TUFUAB 2023.

Mustafa Serkan Isik, Mehmet Furkan Celik, Esra Erten (2023). Interpretable cotton yield prediction model using Earth Observation time series. In IEEE IGARSS 2023.

Project DOI

Mehmet Furkan Celik, Mustafa Serkan Isik, Esra Erten, Gulsen Taskin (2023). Informative Earth Observation Variables for Cotton Yield Prediction Using Explainable Boosting Machine. In IEEE IGARSS 2023.

Project DOI

Mehmet Furkan Celik, Mustafa Serkan Isik, Esra Erten, Gustau Camps-Valls (2023). Explainability of end and mid-season cotton yield predictors in CONUS. In IEEE IGARSS 2023.

Project DOI

Ozan Ozturk, Mustafa Serkan Isik, Martin Kada, Dursun Zafer Seker (2023). Improving Road Segmentation by Combining Satellite Images and LiDAR Data with a Feature-Wise Fusion Strategy. Applied Sciences, 13(10).

DOI

Mustafa Serkan Isik, Muhammed Rasit Cevikalp, Bihter Erol, Serdar Erol (2022). Improvement of GOCE-Based Global Geopotential Models for Gravimetric Geoid Modeling in Turkey. Geosciences, 12(12), 432.

DOI

Mehmet Furkan Celik, Mustafa Serkan Isik, Onur Yuzugullu, Noura Fajraoui, Esra Erten (2022). Soil Moisture Prediction from Remote Sensing Images Coupled with Climate, Soil Texture and Topography via Deep Learning. Remote Sensing, 14(21).

DOI

Mustafa Serkan Isik, Bihter Erol, Muhammed Rasit Cevikalp, Serdar Erol (2022). Geoid modeling with least squares modification of Hotine’s integral using gravity disturbances in Turkey. Earth Science Informatics, 15(1889–1904).

DOI

Ozan Ozturk, Mustafa Serkan Isik, Batuhan Sariturk, Dursun Zafer Seker (2022). Generation of Istanbul Road Data Set using Google Map API for Deep Learning-Based Segmentation. International Journal of Remote Sensing, 43(8).

DOI

Mustafa Serkan Isik, Serdar Erol, Bihter Erol (2022). Investigation of the Geoid Model Accuracy Improvement in Turkey. Journal of Surveying Engineering, 148(3).

DOI

Yan Ming Wang, Laura Sánchez, Jonas Ågren, Jianliang Huang, René Forsberg, Hussein A. Abd-Elmotaal, Kevin Ahlgren, Riccardo Barzaghi, Tomislav Bašić, Daniela Carrion, Sten Claessens, Bihter Erol, Serdar Erol, Mick Filmer, Vassilios N. Grigoriadis, Mustafa Serkan Isik, Tao Jiang, Öykü Koç, Jordan Krcmaric, Xiaopeng Li, Qing Liu, Koji Matsuo, Dimitris A. Natsiopoulos, Pavel Novák, Roland Pail, Martin Pitoňák, Michael Schmidt, Matej Varga, Georgios S. Vergos, Marc Véronneau, Martin Willberg, Philipp Zingerle (2021). Colorado geoid computation experiment - Overview and summary. Journal of Geodesy, 95(127).

DOI

Mustafa Serkan Isik, Bihter Erol, Serdar Erol, Fatıma Feyza Sakil (2021). High-Resolution Geoid Modeling Using Least Squares Modification of Stokes and Hotine Formulas in Colorado. Journal of Geodesy, 95(49).

DOI

Bihter Erol, Mustafa Serkan Isik, Serdar Erol (2020). An Investigation on Accuracy Analysis of Global and Regional (High Resolution) Digital Elevation Models (in Turkish). Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisis, vol. 20, issue 4, pp. 598-612.

DOI

Bihter Erol, Mustafa Serkan Isik, Serdar Erol (2020). Assessment of Gridded Gravity Anomalies for Precise Geoid Modeling in Turkey. Journal of Surveying Engineering, 146(3).

DOI

Bihter Erol, Mustafa Serkan Isik, Serdar Erol (2020). An Assessment of the GOCE High-Level Processing Facility (HPF) Released Global Geopotential Models with Regional Test Results in Turkey. Remote Sensing, 12(3), 586.

DOI

Georgios S. Vergos, Bihter Erol, Dimitrios A. Natsiopoulos, Vassilios N. Grigoriadis, Mustafa Serkan Isik, Ilias N. Tziavos (2018). Preliminary results of GOCE-based height system unification between Greece and Turkey over marine and land areas. Acta Geodaetica et Geophysica, 53, 61–79.

DOI