Predictive Understanding of Links Between Vegetation and Soil Burn Severities Using Physics‐Informed Machine Learning

Abstract Burn severity is fundamental to post‐fire impact assessment and emergency response. Vegetation Burn Severity (VBS) can be derived from satellite observations. However, Soil Burn Severity (SBS) assessment—critical for mitigating hydrologic and geologic hazards—requires costly and laborious f...

Full description

Saved in:
Bibliographic Details
Main Authors: Seyd Teymoor Seydi, John T. Abatzoglou, Amir AghaKouchak, Yavar Pourmohamad, Ashok Mishra, Mojtaba Sadegh
Format: Article
Language:English
Published: Wiley 2024-08-01
Series:Earth's Future
Subjects:
Online Access:https://doi.org/10.1029/2024EF004873
Tags: Add Tag
No Tags, Be the first to tag this record!