Publications

Eroglu_RS19

O. Eroglu, M. Kurum , D. Boyd, and A. Gurbuz, "High Spatio-Temporal Resolution CYGNSS Soil Moisture Estimates Using Artificial Neural Networks," Remote Sensing, vol. 11, no. 19, pp.1-32, 2019. https://doi.org/10.3390/rs11192272

Senyurek_RS20a

V. Senyurek, F. Lei, D. Boyd, M. Kurum, A. Gurbuz, and R. Moorhead, "Machine Learning-Based CYGNSS Soil Moisture Estimates over ISMN sites in CONUS," Remote Sensing, vol. 12, no. 7, pp.1168, 2020. https://doi.org/10.3390/rs12071168

Senyurek_RS20b

V. Senyurek , F. Lei , D. Boyd , A. Gurbuz , M. Kurum, and R. Moorhead, "Evaluations of a Machine Learning-based CYGNSS Soil Moisture Estimates against SMAP Observations,“ Remote Sensing, vol. 12, no. 21, pp.3503, 2020. https://doi.org/10.3390/rs12213503

Lei_2021

F. Lei, V. Senyurek, M. Kurum, A. Gurbuz, R. Moorhead, W. Crow, D. Boyd, and O. Eroglu, “Quasi-Global Machine Learning-based Soil Moisture Estimates at High Spatio-temporal Scales using CYGNSS and SMAP Observations,“ to be submitted, 2021.

Nabi_2022

M. M. Nabi, V. Senyurek, A. C. Gurbuz and M. Kurum, "Deep Learning-Based Soil Moisture Retrieval in CONUS Using CYGNSS Delay–Doppler Maps," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp. 6867-6881, 2022, https://doi.org/10.1109/JSTARS.2022.3196658.