AGU Research
Search
Filters
Clear All
Predictive Understanding of Links between Vegetation and Soil Burn Severities Using Physics-informed Machine Learning
WILDFIRE IMPACTS ON WATERSHED HYDROLOGY, BIOGEOCHEMISTRY, AND BIODIVERSITY I ORAL
global environmental change | 12 december 2024
Mojtaba Sadegh, Seyd Teymoor Seydi, John T. Abatzo...
Burn severity is fundamental to post-fire impact assessment and emergency response. Vegetation Burn Severity (VBS) can be derived from satellite obser...
View Abstract
Trends, patterns, and social vulnerability landscape of exposure to wildfires in the US
EXTREME EVENTS: OBSERVATIONS AND MODELING III ORAL
atmospheric sciences | 11 december 2024
Mojtaba Sadegh, Arash Modaresi Rad, John T. Abatzo...
An increasing number of wildfire disasters occurred in recent years in the U.S. Here, we demonstrate that cumulative primary human exposure populatio...
View Abstract
A Deep Learning Framework for Daily Burned Area Mapping Using MODIS Satellite Imagery
DIGITAL TWIN AND RAPID WILDFIRE DETECTION, PROGRESSION PREDICTION, AND IMPACT ASSESSMENT I POSTER
natural hazards | 09 december 2024
Seyd Teymoor Seydi, Mojtaba Sadegh
Wildfire frequency and intensity are increasing in many regions across the globe. Daily wildfire mapping using MODIS imagery offers a crucial tool for...
View Abstract
Coupled Human-Water Modeling to Enhance Policy Development in Pakistan's Rechna Doab Watershed
WATER AND SOCIETY: ADAPTIVE MANAGEMENT OF COUPLED HUMAN-NATURAL SYSTEMS CONFRONTING CHANGE POSTER
hydrology | 09 december 2024
Mohammad Reza Alizadeh, Jan F. Adamowski, Mojtaba ...
As water resource management is inherently interdisciplinary, the development of coupled human-water models that simulate key hydrologic, economic, an...
View Abstract
Machine Learning to Predict Daily Wildfire Ignition Probability across the Western US
DIGITAL TWIN AND RAPID WILDFIRE DETECTION, PROGRESSION PREDICTION, AND IMPACT ASSESSMENT I POSTER
natural hazards | 09 december 2024
Yavar Pourmohamad, John T. Abatzoglou, Mojtaba Sad...
Wildfires impact the environment, communities, and public health. Developing predictive models of fire ignitions is critical for assessing fire risk, ...
View Abstract
Impact‐Based Skill Evaluation of Seasonal Precipitation Forecasts
EARTH'S FUTURE
14 november 2024
Zahir Nikraftar, Rendani Mbuvha, Mojtaba Sadegh, W...
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...
Interdependencies Between Wildfire‐Induced Alterations in Soil Properties, Near‐Surface Processes, and Geohazards
EARTH AND SPACE SCIENCE
12 february 2024
Farshid Vahedifard, Masood Abdollahi, Ben A. Leshc...
The frequency, severity, and spatial extent of destructive wildfires have increased in several regions globally over the past decades. While direct...