Sequential Design of Experiment for Sparse Polynomial Chaos Expansions. - Noura Fajraoui; Stefano Marelli; Bruno Sudret (SIAM/ASA J. Uncertain. Quantification, 2017)

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

Preliminary Results in Innovative Solutions for Soil Carbon Estimation: Integrating Remote Sensing, Machine Learning, and Proximal Sensing Spectroscopy. - Tong Li; Anquan Xia; Timothy I. McLaren; Rajiv Pandey; Zhihong Xu; Hongdou Liu; Sean Manning; Oli Madgett; Sam Duncan; Peter Rasmussen; Florian Ruhnke; Onur Yüzügüllü; et al. (Remote. Sens., 2023)

Soil Texture and pH Mapping Using Remote Sensing and Support Sampling. - Onur Yüzügüllü; Noura Fajraoui; Frank Liebisch (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)