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Impact‐Based Skill Evaluation of Seasonal Precipitation Forecasts
EARTH'S FUTURE
14 november 2024
Zahir Nikraftar, Willem A. Landman, Rendani Mbuvha...
We introduce an impact‐based framework to evaluate seasonal forecast model skill in capturing extreme weather and climate events over regions...
Predictive Understanding of Links Between Vegetation and Soil Burn Severities Using Physics‐Informed Machine Learning
EARTH'S FUTURE
13 august 2024
Seyd Teymoor Seydi, John T. Abatzoglou, Amir AghaK...
Burn severity is fundamental to post‐fire impact assessment and emergency response. Vegetation Burn Severity (VBS) can be derived from satell...
Drivers of Recent Extreme Regional-to-Continental Fire Seasons
COMPOUND, CONSECUTIVE, AND CASCADING EVENTS: CHALLENGES FOR RISK ASSESSMENT AND MANAGEMENT OF MULTIHAZARDS II ORAL
natural hazards | 15 december 2023
John T. Abatzoglou, Crystal Kolden, Matthew W. Jon...
In the past decade, several regions across the globe have experienced devastating fire seasons with fire attributes unparalleled in the modern era. Th...
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Multivariate Statistical Methods for Varying Scenarios of Compound and Cascading Hazards
COMPOUND, CONSECUTIVE, AND CASCADING EVENTS: CHALLENGES FOR RISK ASSESSMENT AND MANAGEMENT OF MULTIHAZARDS II ORAL
natural hazards | 15 december 2023
Charlotte A. Love, Amir AghaKouchak, Mojtaba Sadeg...
Multivariate statistical methods that account for the relationship between hazardous events with extreme impacts, whether it be spatially and/or tempo...
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Human and infrastructure exposure to large wildfires in the United States
CLIMATE-INFORMED RISK ASSESSMENT FOR EXTREME EVENTS I ORAL
natural hazards | 14 december 2023
Mojtaba Sadegh, Arash Modaresi Rad, John T. Abatzo...
An increasing number of wildfire disasters that directly impact human population and infrastructure have occurred in recent years across the globe, in...
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Prediction of Wildfire Causes From Their Physical, Biological, and Social Attributes
APPLICATIONS OF AI/ML USING REMOTE SENSING, SOCIAL SENSING, AND MODEL DATA TO STUDY HAZARD II ORAL
natural hazards | 13 december 2023
Yavar Pourmohamad, John T. Abatzoglou, Erin Belval...
Wildfires are increasingly impacting social and environmental systems in the United States. A majority of these wildfires are human-caused and prevent...
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Downslope Wind‐Driven Fires in the Western United States
EARTH'S FUTURE
02 may 2023
John T. Abatzoglou, Crystal Kolden, Park Williams,...
Downslope wind‐driven fires have resulted in many of the wildfire disasters in the western United States and represent a unique hazard to inf...
FPA-FOD-Plus Dataset: Physical, Social, and Biological Attributes for Improved Understanding and Prediction of Wildfire Ignitions and Size
WHY ARE WILDFIRES BECOMING MORE SEVERE: WHERE IS THE NEXT ONE III ORAL
natural hazards | 16 december 2022
Yavar Pourmohamad, John T. Abatzoglou, Karen Short...
Wildfires are increasingly impacting social and environmental systems in the United States. From 1992-2020, 84% of wildfires in the conterminous Unite...
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