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Mohammadmehdi Saberioon

GFZ German Research Centre for Geosciences - Helmholtz Centre Potsdam

SCHOLARLY PAPERS

7

DOWNLOADS

406

TOTAL CITATIONS

2

Scholarly Papers (7)

1.

Soil Organic Carbon and Clay Prediction and Mapping Using EnMAP Data: A Sensor-and Domain-based Performance Comparison

Number of pages: 35 Posted: 09 Dec 2024
Czech University of Life Sciences Prague (CULS), Czech University of Life Sciences Prague (CULS), GFZ German Research Centre for Geosciences - Helmholtz Centre Potsdam, Research Institute for Soil and Water Conservation, Memorial University of Newfoundland, School of Science and the Environment, Czech University of Life Sciences Prague (CULS), Research Institute for Soil and Water Conservation, Czech University of Life Sciences Prague (CULS), Czech University of Life Sciences Prague (CULS), University of São Paulo (USP) - Department of Soil Science and Czech University of Life Sciences Prague (CULS)
Downloads 112 (635,507)

Abstract:

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EnMAP, soil parameters, spaceborne sensors, hyperspectral airborne, bare soil selection, modeling and prediction

2.

Impact of Different Supervised Bare Soil Pixels Retrieval Approaches on Prediction of the Soil Organic Carbon

Number of pages: 35 Posted: 09 Dec 2024
Czech University of Life Sciences Prague (CULS), Czech University of Life Sciences Prague (CULS), National Research Council (CNR), GFZ German Research Centre for Geosciences - Helmholtz Centre Potsdam, Memorial University of Newfoundland, School of Science and the Environment, Research Institute for Soil and Water Conservation, Czech University of Life Sciences Prague (CULS) and Czech University of Life Sciences Prague (CULS)
Downloads 71 (867,774)

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Soil cover classification, Spectral indices, Linear spectral unmixing, Soil organic carbon

3.

Discriminating Bloom-Forming Cyanobacteria Using Hyperspectral Imagery and Machine Learning: Validation with Toxic Species Under Environmental Ranges

Number of pages: 33 Posted: 26 Sep 2023
Claudia Fournier, Antonio Quesada, Samuel Cirés and Mohammadmehdi Saberioon
Universidad Autónoma de Madrid, Universidad Autónoma de Madrid, Universidad Autónoma de Madrid and GFZ German Research Centre for Geosciences - Helmholtz Centre Potsdam
Downloads 71 (875,328)
Citation 1

Abstract:

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algal blooms, remote sensing, Near-infrared, ensemble classifiers, Early warning, risk assessment

4.

Comparative Performance Analysis of Simple U-Net, Residual Attention U-Net, and Vgg16-U-Net for Inventory Inland Water Bodies

Number of pages: 29 Posted: 10 Jul 2023
Ali Ghaznavi, Mohammadmehdi Saberioon, Jakub Brom and Sibylle itzerott
affiliation not provided to SSRN, GFZ German Research Centre for Geosciences - Helmholtz Centre Potsdam, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 51 (1,052,702)
Citation 1

Abstract:

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Automated mapping, deep learning, land cover, Satellite imagery, Segmentation, Water bodies

5.

Enhancing Soil Organic Carbon Prediction of Lucas Soil Database Using Deep Learning and Deep Feature Selection

Number of pages: 32 Posted: 02 Jul 2024
GFZ German Research Centre for Geosciences - Helmholtz Centre Potsdam, Czech University of Life Sciences Prague (CULS), affiliation not provided to SSRN, affiliation not provided to SSRN and Czech University of Life Sciences Prague (CULS)
Downloads 50 (1,063,489)

Abstract:

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soil organic carbon, Soil spectral library, Convolutional Neural Network, Fully connected neural network, Deep feature extraction

6.

Coupling Hyperspectral Imaging and Deep Learning to Detect Bloom-Forming Toxic Cyanobacteria in Mixed Assemblages

Number of pages: 35 Posted: 06 Mar 2025
Universidad Autónoma de Madrid, Universidad Autónoma de Madrid, GFZ German Research Centre for Geosciences - Helmholtz Centre Potsdam, Universidad Autónoma de Madrid and Universidad Autónoma de Madrid
Downloads 42 (1,157,785)

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Cyanobacterial blooms, Monitoring, Remote sensing, VIS-NIR, Early warning, Risk assessment

7.

Multi-scale Gaussian pyramid preprocessing of vis–NIR and XRF spectra for heavy metal estimation in agricultural soils

Number of pages: 16 Posted: 08 Jun 2026
University of Brescia, GFZ German Research Centre for Geosciences - Helmholtz Centre Potsdam, Czech University of Life Sciences Prague (CULS), affiliation not provided to SSRN and Czech University of Life Sciences Prague (CULS)
Downloads 9

Abstract:

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X-RAY FLUORESCENCE, visible-near infrared spectroscopy, Gaussian pyramid, multi-scale preprocessing, data fusion