Data-Driven Approaches for Wildfire Mapping and Prediction Assessment Using a Convolutional Neural Network (CNN) - Kanwal, Rida; Rafaqat, Warda; Iqbal, Mansoor; Weiguo, Song (Remote sensing (Basel, Switzerland), 2023)
Keywords: Accuracy; Algorithms; analytical methods; Artificial intelligence; Artificial neural networks; Artificial satellites in remote sensing; Climate change; Climate studies; Clustering; CNN; Comparative analysis; Data analysis; data collection; Datasets; Distribution; Environmental conditions; Environmentalists; Feature extraction; fire occurrence; Forest & brush fires; fuels; Identification and classification; International cooperation; landscapes; Machine learning; Model accuracy; Neural networks; Pakistan; Physics; Precipitation; prediction; Predictions; probability; random forest; Remote sensing; Socioeconomic factors; soil; vegetation; Weather; wildfire assessment; Wildfires; Pakistan