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Mohamed Bourriz
Affiliation : Université Mohammed VI Polytechnique
- 10Publications (affiliation in Morocco)
- 18Total publications
- 63Citations
- 3h-index
Research profile
Mohamed Bourriz has 10 indexed publications (2025–2026). Their work appears mainly in “The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences”, “Remote Sensing” and “Smart Agricultural Technology”. Their most cited article, “Integration of Hyperspectral Imaging and AI Techniques for Crop Type Mapping: Present Status, Trends, and Challenges” (2025), has been cited 29 times. Their work is co-authored with at least 12 researchers, including institutions in Canada.
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Create my free profile Add my publicationsResearch areas
- Remote Sensing in Agriculture
- Remote-Sensing Image Classification
- Smart Agriculture and AI
- Soil Geostatistics and Mapping
- GNSS positioning and interference
Publications (10)
- How Effective Are Foundation Models for Crop Type Mapping Using Hyperspectral Imaging? A Comparative Study of Machine Learning, Deep Learning, and Geospatial Foundation Models
- Reconstructing water vapor absorption bands in PRISMA hyperspectral data for improved soil total nitrogen estimation
- Integrating Spectral Attention and Multimodal Embeddings for Enhanced Winter Cereals Mapping
- Integrating Hyperspectral and Phenological Features for Cereals Mapping in a Mediterranean Region, Morocco
- Integration of Hyperspectral Imaging and AI Techniques for Crop Type Mapping: Present Status, Trends, and Challenges
- Estimating Soil Attributes for Yield Gap Reduction in Africa Using Hyperspectral Remote Sensing Data with Artificial Intelligence Methods: An Extensive Review and Synthesis
- Enhancing Soil Fertility Mapping with Hyperspectral Remote Sensing and Advanced AI: A Comparative Study of Dimensionality Reduction Techniques in Morocco
- 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
- Assessing hyperspectral sensor capabilities: PRISMA vs EnMAP for crop type mapping in a semi-arid region
- Benchmarking Foundation Models for Hyperspectral Image Classification: Application to Cereal Crop Type Mapping
Publication venues
- The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences × 2
- Remote Sensing × 2
- Smart Agricultural Technology × 1
- IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS) × 1
- Remote Sensing Applications Society and Environment × 1
- Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing × 1
Publications per year
- 20264
- 20256
Collaborations
Partner institutions : University of Guelph · Institut Agronomique et Vétérinaire Hassan II · Université du Québec en Abitibi-Témiscamingue
Co-authors’ countries : Canada
Co-authors
- François Bourzeix
- Ahmed Laamrani
- Abdelghani Chehbouni
- Hamd Ait Abdelali
- Nadir El Bouanani
- Abdelhakim Amazirh
- Ali El-Battay
- Hicham Hajji
- Walid Elbarz
- Adam Bouhnidira
- Jamal-Eddine Ouzemou
- Ayoub Lazaar
Bibliographic data from OpenAlex (open database).
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