Mehmet Furkan Celik

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 8

Top Topics

Parameter Estimation

Principal Component Analysis

Earth Observation

Top Venues

Comput. Electron. Agric.

IEEE Geosci. Remote. Sens. Lett.

Publications

Mustafa Serkan Isik, Mehmet Furkan Celik, Esra Erten
Interpretable Cotton Yield Prediction Model Using Earth Observation Time Series. IGARSS (2023)
Mehmet Furkan Celik, Mustafa Serkan Isik, Gülsen Taskin, Esra Erten, Gustau Camps-Valls
Explainable Artificial Intelligence for Cotton Yield Prediction With Multisource Data. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Mehmet Furkan Celik, Mustafa Serkan Isik, Esra Erten, Gülsen Taskin
Informative Earth Observation Variables for Cotton Yield Prediction Using Explainable Boosting Machine. IGARSS (2023)
Mehmet Furkan Celik, Mustafa Serkan Isik, Esra Erten, Gustau Camps-Valls
Explainability of End and Mid-Season Cotton Yield Predictors In Conus. IGARSS (2023)
Mehmet Furkan Celik, Mustafa Serkan Isik, Onur Yuzugullu, Noura Fajraoui, Esra Erten
Soil Moisture Prediction from Remote Sensing Images Coupled with Climate, Soil Texture and Topography via Deep Learning. Remote. Sens. 14 (21) (2022)
Mehmet Furkan Celik, Esra Erten
Biophysical parameter estimation of crops from polarimetric synthetic aperture radar imagery with data-driven polynomial chaos expansion and global sensitivity analysis. Comput. Electron. Agric. 194 (2022)
Mehmet Furkan Celik, Esra Erten
Principal Component Analysis Based Polynomial Chaos Expansion Regression of Leaf Area Index from Polsar Imagery. IGARSS (2021)
Esra Erten, Cristian Rossi, Juan M. Lopez-Sanchez, Mehmet Furkan Celik
Interferometric SAR for characterization of wetland lakes as a function of suspending sediment cover and depth. IGARSS (2017)