Evaluation of the Impact of Climatic, Morphometric, and Geophysical Factors on Thunderstorm-Ignited Wildfires in the Altai Republic

The results of a study of the contribution of climatic and geophysical conditions of the terrain to thunderstorm fire danger in the Altai Republic are presented. The research utilized information on natural fires recorded in the Altai Republic from 2016 to 2020. Climatic and geophysical characteristics of fire locations were determined based on SRTMGL3, EIGEN-6C4, EMAG2, WorldClim 2.1 data. Information on lightning discharges was provided by the WWLLN network. Data processing was conducted using factor analysis based on the principal component method. The study revealed that the largest variance (46 %) in the considered data was attributed to differences in climatic characteristics (annual mean temperature, precipitation, and lightning density), which were in turn influenced by changes in elevation above sea level. The first principal component, combining these characteristics, can be used as a comprehensive indicator to classify fires with similar climatic parameters and landscapes. The second largest variance (14.8 %) was determined by annual average lightning density and values of magnetic and gravitational anomalies at fire locations. It was demonstrated that the values of the second principal component reflect an increasing trend in lightning density with higher values of magnetic and gravitational anomalies in the studied area. The application of factor analysis based on principal component method allowed for the determination of typical climatic and geophysical conditions contributing to thunderstorm fires in the investigated territory

Authors

Publication Details

Journal
The Bulletin of Irkutsk State University Series Earth Sciences
Published
2025-01-01
DOI
https://doi.org/10.26516/2073-3402.2025.53.55
Primary Topic
Fire effects on ecosystems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Evaluation of the Impact of Climatic, Morphometric, and Geophysical Factors on Thunderstorm-Ignited Wildfires in the Altai Republic

Nina А. Kocheeva, Alena Glebova, Andrey V. Karanin, M. Yu. Krechetova
The Bulletin of Irkutsk State University Series Earth Sciences
Fire effects on ecosystems
article

Evaluation of the Impact of Climatic, Morphometric, and Geophysical Factors on Thunderstorm-Ignited Wildfires in the Altai Republic

Nina А. Kocheeva, Alena Glebova, Andrey V. Karanin, M. Yu. Krechetova
article en

Abstract

The results of a study of the contribution of climatic and geophysical conditions of the terrain to thunderstorm fire danger in the Altai Republic are presented. The research utilized information on natural fires recorded in the Altai Republic from 2016 to 2020. Climatic and geophysical characteristics of fire locations were determined based on SRTMGL3, EIGEN-6C4, EMAG2, WorldClim 2.1 data. Information on lightning discharges was provided by the WWLLN network. Data processing was conducted using factor analysis based on the principal component method. The study revealed that the largest variance (46 %) in the considered data was attributed to differences in climatic characteristics (annual mean temperature, precipitation, and lightning density), which were in turn influenced by changes in elevation above sea level. The first principal component, combining these characteristics, can be used as a comprehensive indicator to classify fires with similar climatic parameters and landscapes. The second largest variance (14.8 %) was determined by annual average lightning density and values of magnetic and gravitational anomalies at fire locations. It was demonstrated that the values of the second principal component reflect an increasing trend in lightning density with higher values of magnetic and gravitational anomalies in the studied area. The application of factor analysis based on principal component method allowed for the determination of typical climatic and geophysical conditions contributing to thunderstorm fires in the investigated territory

The Bulletin of Irkutsk State University Series Earth SciencesVol. 53
Openalex Percentile: Top 74%
Fire effects on ecosystems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.