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 | 15 | 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 | 9 | 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 | 6 | 2023 |
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 | 3 | 2023 |
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 | 2 | 2024 |
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 | 2 | 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 | 2 | 2023 |
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 |
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 | | 2024 |
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 | | 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 |
The Sensitivity of WRF-Fire to Fuel Characteristics in Simulation of Fire Weather of Historic Fires K Shamsaei, TW Juliano, M Roberts, H Ebrahimian, B Kosovic, ... 103rd AMS Annual Meeting, 2023 | | 2023 |
Combining a Coupled Fire-Atmosphere Model and Radar Measurements: A Case Study of the 2021 Marshall Fire in Colorado (Invited Presentation) TW Juliano, NP Lareau, ME Frediani, K Shamsaei, M Eghdami, ... 103rd AMS Annual Meeting, 2023 | | 2023 |
Leveraging Artificial Intelligence for Near-Real-Time High-Resolution Wildfire Monitoring using Satellite Imagery M Badhan, K Shamsaei, NP Lareau, H Ebrahimian, G Bebis 103rd AMS Annual Meeting, 2023 | | 2023 |
Multimodal Deep Learning-based Remote Sensing for Large-Scale Wildfire Fuel Mapping M Alipour, RU Shaik, K Shamsaei, H Ebrahimian, E Taciroglu 103rd AMS Annual Meeting, 2023 | | 2023 |
Machine Learning Approach to Improve Spatial Resolution of GOES-17 Wildfire Perimeters using VIIRS Satellite Data M Badhan, K Shamsaei, N Lareau, H Ebrahimian, G Bebis AGU Fall Meeting Abstracts 2022, IN52A-08, 2022 | | 2022 |
The Effects of Fuel Characteristics on Simulated Fire Dynamics using WRF-Fire K Shamsaei, TW Juliano, M Roberts, H Ebrahimian, B Kosovic, N Lareau, ... AGU Fall Meeting Abstracts 2022, A25F-1783, 2022 | | 2022 |
A Data Assimilation Approach for Improved Operational Wildland Fire Forecasting using WRF-Fire K Shamsaei, TW Juliano, M Roberts, H Ebrahimian, B Kosovic, N Lareau, ... AGU Fall Meeting Abstracts 2022, NH45F-0506, 2022 | | 2022 |