Author

Mohamed Bourriz

Observed name: Bourriz, Mohamed

Institutions: Université Mohammed VI Polytechnique, Friedrich Schiller University Jena

Observed institutions: Université Mohammed VI Polytechnique, Friedrich Schiller University Jena

ORCID: 0009-0001-9779-2926

Observed ORCID: 0009-0001-9779-2926

OpenAlex ID: A5116630867

Integration of Hyperspectral Imaging and AI Techniques for Crop Type Mapping: Present Status, Trends, and Challenges

2025 · Mohamed Bourriz, Hicham Hajji, et al. · Remote Sensing · 37

Estimating Soil Attributes for Yield Gap Reduction in Africa Using Hyperspectral Remote Sensing Data with Artificial Intelligence Methods: An Extensive Review and Synthesis

2025 · Nadir El Bouanani, Ahmed Laamrani, et al. · Remote Sensing · 24

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How Effective Are Foundation Models for Crop Type Mapping Using Hyperspectral Imaging? A Comparative Study of Machine Learning, Deep Learning, and Geospatial Foundation Models

2026 · Mohamed Bourriz, Ahmed Laamrani, et al. · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 6

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Enhancing Soil Fertility Mapping with Hyperspectral Remote Sensing and Advanced AI: A Comparative Study of Dimensionality Reduction Techniques in Morocco

2025 · Nadir Elbouanani, Ahmed Laamrani, et al. · EGU General Assembly Conference Abstracts · 5

Assessing hyperspectral sensor capabilities: PRISMA vs EnMAP for crop type mapping in a semi-arid region

2025 · Mohamed Bourriz, Ahmed Laamrani, et al. · Remote Sensing Applications Society and Environment · 4

An Intercomparison of Two Satellite-Based Hyperspectral Imagery (PRISMA & EnMAP) for Agricultural Mapping: Potential of these sensors to produce hyperspectral time-series essential for tracking crop phenology and enhancing crop type mapping

2025 · Mohamed Bourriz, Ahmed Laamrani, et al. · EGU General Assembly Conference Abstracts · 4

Reconstructing water vapor absorption bands in PRISMA hyperspectral data for improved soil total nitrogen estimation

2026 · Nadir El Bouanani, Ahmed Laamrani, et al. · Smart Agricultural Technology · 3

Benchmarking Foundation Models for Hyperspectral Image Classification: Application to Cereal Crop Type Mapping

2025 · Walid Elbarz, Mohamed Bourriz, et al. · Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing · 1

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National-Scale Crop Type Mapping in Morocco Using Google AlphaEarth Foundations Embeddings and the Fields of the World Field Boundary Map

2026 · Elbarz, Walid, Bourriz, Mohamed, et al. · arXiv (Cornell University)

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Integrating Hyperspectral and Phenological Features for Cereals Mapping in a Mediterranean Region, Morocco

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Integrating Spectral Attention and Multimodal Embeddings for Enhanced Winter Cereals Mapping

2026 · Mohamed Bourriz, Walid Elbarz, et al. · IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS)

Toward High-Resolution Mapping of Desert Pavements: Field Surveys and First Results from Namibia

2026 · Mohamed Bourriz, Alexander Brenning · EGU General Assembly Conference Abstracts

Works count: 19

Citation count: 84

H-index: 4

I10-index: 2