A multimodal data fusion and deep learning framework for large-scale wildfire surface fuel mapping M Alipour, I La Puma, J Picotte, K Shamsaei, E Rowell, A Watts, B Kosovic, ... Fire 6 (2), 36, 2023 | 29 | 2023 |
Toward a Better Understanding of Wildfire Behavior in the Wildland‐Urban Interface: A Case Study of the 2021 Marshall Fire TW Juliano, N Lareau, ME Frediani, K Shamsaei, M Eghdami, K Kosiba, ... Geophysical Research Letters 50 (10), e2022GL101557, 2023 | 21 | 2023 |
Coupled fire-atmosphere simulation of the 2018 Camp Fire using WRF-Fire K Shamsaei, TW Juliano, M Roberts, H Ebrahimian, B Kosovic, ... International journal of wildland fire 32 (2), 195-221, 2023 | 18 | 2023 |
Deep Learning Approach to Improve Spatial Resolution of GOES-17 Wildfire Boundaries using VIIRS Satellite Data M Badhan, K Shamsaei, H Ebrahimian, G Bebis, NP Lareau, E Rowell Remote Sensing 16 (4), 715, 2024 | 9 | 2024 |
Brief communication: The Lahaina Fire disaster: How models can be used to understand and predict wildfires TW Juliano, F Szasdi-Bardales, NP Lareau, K Shamsaei, B Kosovic, ... Natural Hazards and Earth System Sciences Discussions 2023, 1-7, 2023 | 9 | 2023 |
Integrating dynamic wildland fire position input with a community fire spread simulation: A case study of the 2018 Camp Fire F Szasdi-Bardales, K Shamsaei, NP Lareau, TW Juliano, B Kosovic, ... Fire Safety Journal 143, 104076, 2024 | 6 | 2024 |
Sensitivity of simulated fire‐generated circulations to fuel characteristics during large wildfires M Roberts, NP Lareau, TW Juliano, K Shamsaei, H Ebrahimian, ... Journal of Geophysical Research: Atmospheres 129 (6), e2023JD040548, 2024 | 5 | 2024 |
The Role of Fuel Characteristics and Heat Release Formulations in Coupled Fire-Atmosphere Simulation K Shamsaei, TW Juliano, M Roberts, H Ebrahimian, NP Lareau, E Rowell, ... Fire 6 (7), 264, 2023 | 4 | 2023 |
Modeling firebrand spotting in WRF-Fire for coupled fire-weather prediction M Frediani, K Shamsaei, TW Juliano, B Kosovic, J Knievel, SA Tessendorf, ... Authorea Preprints, 2024 | 1 | 2024 |
Synergistic Integration of Wildfire Models to Simulate Fire Spread in the Wildland Urban Interface FJ Szasdi Bardales, N Elhami Khorasani, K Shamsaei, TW Juliano, ... AGU Fall Meeting Abstracts 2022, NH56A-06, 2022 | 1 | 2022 |
An offline coupling of fire spread models to simulate the 2021 Marshall Fire F Szasdi-Bardales, K Shamsaei, TW Juliano, B Kosovic, H Ebrahimian, ... International Journal of Wildland Fire 34 (1), 2025 | | 2025 |
Modeling Wind-Driven Fire Spread in the Wildland-Urban Interface TW Juliano, F Szasdi-Bardales, N Elhami-Khorasani, K Shamsaei, ... 105th AMS Annual Meeting, 2025 | | 2025 |
Factors Influencing the Formation of Pyrocumulonimbus Clouds Over the 2020 Creek Fire F Turney, P Saide, EJ Hyer, DA Peterson, K Shamsaei, TM McHardy, ... AGU24, 2024 | | 2024 |
Reconciling Satellite Remote Sensing Data for Wildfire Monitoring–Sensitivity Analyses of Deep Learning Inputs and Architectures M Badhan, K Shamsaei, H Ebrahimian, D Or, N Lareau, G Bebis AGU24, 2024 | | 2024 |
A Probabilistic Framework for Uncertainty Propagation in Wildfire Risk Assessment M Bavandpour, K Shamsaei, H Ebrahimian, T Parhizkar, D Or, ... AGU24, 2024 | | 2024 |
Modelling Ignition of Natural Fuel Beds by Firebrands K Shamsaei, M Bavandpour, D Or, H Ebrahimian, NE Khorasani AGU24, 2024 | | 2024 |
Development of a Firebrand Generation Model for Wildland Fire Simulations K Shamsaei, FJS Bardales, M Bavandpour, RU Shaik, H Ebrahimian, ... AGU24, 2024 | | 2024 |
Investigating the role of atmospheric flow dynamics on the behavior of the Lahaina Fire NP Lareau, TW Juliano, F Szasdi-Bardales, N Elhami-Khorasani, ... 104th AMS Annual Meeting, 2024 | | 2024 |
Using observations to identify missing physics in simulations of large wildland fires N Lareau, M Roberts, K Shamsaei, H Ebrahimian, TW Juliano, B Kosovic AGU23, 2023 | | 2023 |
Computationally Efficient Real-World-Informed Wildland Fire Forecasting using WRF-Fire K Shamsaei, TW Juliano, MT Roberts, H Ebrahimian, B Kosovic, ... 103rd AMS Annual Meeting, 2023 | | 2023 |