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Author

M. Mahdianpari

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2 papers indexed here

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Open access 2026

Weakly Supervised Fine-Resolution Wildfire Fuel Mapping From Spatially Coarse Labels and Multisource Remote Sensing Data

Accurate large-scale wildfire fuel mapping is essential for fire-risk assessment and ecosystem management, yet fine-resolution training labels remain costly and scarce. This study presents L2HFuelNet, a weakly supervised resolution-enhancement framework that uses spatially inexact 30 m labels to generate 10 m vegetatio...

Ehsan Khankeshizadeh, Ali Mohammadzadeh, Mohammad Marjani et al. · 0 citations
Open access Jul 2026

A Self-Supervised Learning Framework for Methane Emission Detection Using Sentinel-2

The results demonstrate that SimCLR-based SSL substantially enhances CH4 plume detection from Sentinel-2 imagery and supports more reliable emission quantification for large-scale CH4 monitoring.

Mohammad Marjani, M. Mahdianpari, Eric W. Gill et al. · 0 citations

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