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)

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)

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 (IGARSS, 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)

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., 2024)

MSHCCT: A Multiscale Compact Convolutional Network for High-Resolution Aerial Scene Classification. - Ali Jamali; Swalpa Kumar Roy; Bing Lu; Leila Hashemi Beni; Nafiseh Kakhani; Pedram Ghamisi (IEEE Geosci. Remote. Sens. Lett., 2025)