Nafiseh Kakhani

According to our database, Nafiseh Kakhani authored at least 5 papers between 2019 and 2024.

Collaborative distances:

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

2024

Uncertainty Quantification of Soil Organic Carbon Estimation from Remote Sensing Data with Conformal Prediction.

Nafiseh Kakhani, Setareh Alamdar, Ndiye Michael Kebonye, Meisam Amani, Thomas Scholten

Remote. Sens., February, 2024

SSL-SoilNet: A Hybrid Transformer-Based Framework With Self-Supervised Learning for Large-Scale Soil Organic Carbon Prediction.

Nafiseh Kakhani, Moien Rangzan, Ali Jamali, Sara Attarchi, Seyed Kazem Alavipanah, Michael Mommert, Nikolaos Tziolas, Thomas Scholten

IEEE Trans. Geosci. Remote. Sens., 2024

Advanced Prediction of Soil Organic Carbon: A Hybrid Transformer Network with Cost-Sensitive Learning Using Remote Sensing and Climate Data.

Nafiseh Kakhani, Michael Mommert, Thomas Scholten

Proceedings of the IGARSS 2024, 2024

2023

SoilNet: An Attention-based Spatio-temporal Deep Learning Framework for Soil Organic Carbon Prediction with Digital Soil Mapping in Europe.

Nafiseh Kakhani, Moien Rangzan, Ali Jamali, Sara Attarchi, Seyed Kazem Alavipanah, Thomas Scholten

CoRR, 2023

2019

Classification of very high-resolution remote sensing images by applying a new edge-based marker-controlled watershed segmentation method.

Nafiseh Kakhani, Mehdi Mokhtarzade, Mohammad Javad Valadan Zoej

Signal Image Video Process., 2019