A multimodal data fusion and deep learning framework for large-scale wildfire surface fuel map**

M Alipour, I La Puma, J Picotte, K Shamsaei, E Rowell… - Fire, 2023 - mdpi.com
Accurate estimation of fuels is essential for wildland fire simulations as well as decision-
making related to land management. Numerous research efforts have leveraged remote …

Metaheuristic algorithms for calibration of two-dimensional wildfire spread prediction model

J Pereira, J Mendes, JSS Júnior, C Viegas… - … Applications of Artificial …, 2024 - Elsevier
Wildfires are complex phenomena with harmful consequences, ranging from environmental
and property destruction to loss of human lives. In this sense, predicting wildfire behaviour is …

FUELVISION: A Multimodal Data Fusion and Multimodel Ensemble Algorithm for Wildfire Fuels Map**

RU Shaik, M Alipour, E Rowell, B Balaji, A Watts… - arxiv preprint arxiv …, 2024 - arxiv.org
Accurate assessment of fuel conditions is a prerequisite for fire ignition and behavior
prediction, and risk management. The method proposed herein leverages diverse data …

Spatio-Temporal Agnostic Sampling for Imbalanced Multivariate Seasonal Time Series Data: A Study on Forest Fires

A Mutakabbir, CH Lung, K Naik, M Zaman, SA Ajila… - Sensors, 2025 - mdpi.com
Natural disasters are mostly seasonal and caused by anthropological, climatic, and
geological factors that impact human life, economy, ecology, and natural resources. This …

[PDF][PDF] Assessing fuels in European temperate forests and heathlands using remote sensing

P Labenski - 2024 - d-nb.info
Wildfires are occurring with increasing frequency and intensity in European temperate
ecosystems. Severe fires can affect the health and safety of the population, emit large …

AI Machine Vision based Oven White Paper Color Classification and Label Position Real-time Monitoring System to Check Direction

HC Kim, YS Yoon, YM Kim - Tehnički glasnik, 2023 - hrcak.srce.hr
Sažetak We develop a vision system for batch inspection by oven white paper model color
by manufacturing a machine vision system for the oven manufacturing automation process …

Quasi-experimental methods for wildfire impact quantification: applications of distance-adjusted propensity score matching to forest inventory data

H Woo - 2021 - open.library.ubc.ca
Quantifying wildfire impacts on forest ecosystems is challenging due to the lack of pre-fire
data or controls from experiments over a large landscape. Quasi-experimental methods …