Author

Nawfel El Bouchti

Observed names: EL BOUCHTI, NAWFEL, El Bouchti, Nawfel

Institutions: Moroccan National Railways Office, Université Sultan Moulay Slimane, MORESCO Corporation (Japan)

Observed institutions: Moroccan National Railways Office, Université Sultan Moulay Slimane, MORESCO Corporation (Japan)

ORCID: 0009-0006-6704-8414

Observed ORCID: 0009-0006-6704-8414

OpenAlex ID: A5093801194

Multimodal remote sensing and machine learning for sand dune classification in homogeneous environments: A case study from southern Morocco

2025 · Nawfel El Bouchti, Nadya Wahid, et al. · Ecological Engineering & Environmental Technology · 2

Anthropogenic Activities and Climate Variability Impacts on Juniperus thurifera Forest of El Houanet, Morocco

2024 · Khalid Benhssaine, Jamal Aabdousse, et al. · Ecological Engineering & Environmental Technology · 1

Forty years of Landsat and Sentinel-2 retrospective analysis reveal a species-differentiated dieback signal in the Atlas forests of Béni Mellal-Khénifra (Morocco)

2026 · Yacine Laidi, Nawfel El Bouchti, et al. · Ecological Engineering & Environmental Technology

Reproducibility bundle for "Forty years of Landsat and Sentinel-2 retrospective analysis reveal a species-differentiated dieback signal in the Atlas forests of Béni Mellal-Khénifra (Morocco)"

2026 · El Bouchti, Nawfel · Zenodo (CERN European Organization for Nuclear Research)

Reproducibility Package for: "Spectral Contrast Polarity Inversion as a Transfer Failure Mechanism in Deep Learning Sand Dune Segmentation: A Cross-Desert Evaluation Using Sentinel-1 and Sentinel-2" (Manuscript RSASE-D-26-00674)

2026 · EL BOUCHTI, NAWFEL · Zenodo (CERN European Organization for Nuclear Research)

Spectral contrast polarity inversion as a transfer failure mechanism in deep learning sand dune segmentation: A cross-desert evaluation using Sentinel-1 and Sentinel-2

2026 · Nawfel El Bouchti, Nadya Wahid, et al. · Remote Sensing Applications Society and Environment

Code and reproducibility pipeline for: SHAP-based framework for mechanism-based classification of sand dune migration regimes

2026 · El Bouchti, Nawfel · Zenodo (CERN European Organization for Nuclear Research)

Dune Width Controls Migration Speed: Explainable Machine Learning Validates Scaling Laws and Reveals Trimodal Migration Regimes in an Active Dune Field

2025 · Nawfel El Bouchti, Nadia Wahid, et al. · SSRN Electronic Journal

Works count: 8

Citation count: 3

H-index: 1

I10-index: