Mohammad Marjani

CNN-BiLSTM: A Novel Deep Learning Model for Near-Real-Time Daily Wildfire Spread Prediction

Mohammad Marjani, Masoud Mahdianpari, Fariba Mohammadimanesh · Remote Sensing · 2024 · 52 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +10

FirePred: A hybrid multi-temporal convolutional neural network model for wildfire spread prediction

Mohammad Marjani, Seyed Ali Ahmadi, Masoud Mahdianpari · Ecological Informatics · 2023 · 43 citations

Engineering, Machine Learning, Data Science +8

THE LARGE-SCALE WILDFIRE SPREAD PREDICTION USING A MULTI-KERNEL CONVOLUTIONAL NEURAL NETWORK

Mohammad Marjani, M. S. Mesgari · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2023 · 27 citations · Full text

F1 Score, Multi-kernel Cnn, Convolutional Neural Network +11

CVTNet: A Fusion of Convolutional Neural Networks and Vision Transformer for Wetland Mapping Using Sentinel-1 and Sentinel-2 Satellite Data

Mohammad Marjani, Masoud Mahdianpari, Fariba Mohammadimanesh et al. · Remote Sensing · 2024 · 27 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

Application of Explainable Artificial Intelligence in Predicting Wildfire Spread: An ASPP-Enabled CNN Approach

Mohammad Marjani, Masoud Mahdianpari, Seyed Ali Ahmadi et al. · IEEE Geoscience and Remote Sensing Letters · 2024 · 26 citations