Tina Nikaein

According to our database, Tina Nikaein authored at least 6 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Physics-Guided Machine Learning-Based Forward-Modeling of Radar Observables: A Case Study on Sentinel-1 Observations of Corn-Fields.

Tina Nikaein, Paco López-Dekker

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

The Use of High-Resolution Satellite Imagery and Artificial Intelligence for Above-Ground Biomass Modelling in the Mediterranean Region: A Review.

Ramadhan Ramadhan, Thijs Koop, Federico Franciamore, Tina Nikaein, Lorenzo Scatena, Eleonora Lombardi, Valerio Roscani

Proceedings of the Distributed Computing and Artificial Intelligence, 2024

2023

Modeling SAR Observables by Combining a Crop-Growth Model With Machine Learning.

Tina Nikaein, Paco López-Dekker, Susan C. Steele-Dunne, Vineet Kumar, Manuel Huber

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

2022

Crop-Growth Driven Forward-Modeling of Sentinel-1 Observables Using Machine-Learning.

Tina Nikaein, Vineet Kummer, Susan C. Steele-Dunne, Paco López-Dekker

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

On the Value of Sentinel-1 InSAR Coherence Time-Series for Vegetation Classification.

Tina Nikaein, Lorenzo Iannini, Ramses A. Molijn, Paco López-Dekker

Remote. Sens., 2021

2018

Added Value of Multitemporal Polarimetric UAVSAR Data for Permanent Scatterers Detection.

Tina Nikaein, Hossein Arefi, Vahid Akbari

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018