Ormancılıkta makine öğrenmesi kullanımı

R Eker, KC Alkiş, Z Uçar, A Aydın - Turkish Journal of Forestry, 2023 - dergipark.org.tr
Gelişen teknolojiyle beraber diğer disiplinlerde olduğu gibi ormancılıkta da geleneksel
uygulamaların daha ekonomik, etkin, hızlı ve kolay yapılabilmesi için yenilikçi yaklaşımların …

Investigation of wildfire risk and its mapping using GIS-integrated AHP method: A case study over Hoshangabad Forest Division in Central India

MA Khan, A Gupta, P Sharma, A Roy - Environment, Development and …, 2024 - Springer
Increasing wildfire risk is a major menace to the subtropical biodiversity. However, regional
plan may not oblige the local management in wildfire prevention in a locality where people …

Ecological quality, rarity and risk assessment of the wildlife habitats at the Meighan watershed in central Iran

A Ansari, M Ghorbanpour, K Kariman - Wetlands Ecology and …, 2023 - Springer
Meighan watershed habitats, located in central Iran (Markazi Province), have undergone
considerable changes in recent years. Landsat satellite images of the year 2020 were used …

Lightning-Induced Wildfires: An Overview

Y Song, C Xu, X Li, F Oppong - Fire, 2024 - mdpi.com
Wildfire causes environmental, economic, and human problems or losses. This study
reviewed wildfires induced by lightning strikes. This review focuses on the investigations of …

Forest fire mapping: a comparison between GIS-based random forest and Bayesian models

F Noroozi, G Ghanbarian, R Safaeian… - Natural Hazards, 2024 - Springer
In recent decades, fires in natural ecosystems, particularly forests and rangelands, have
emerged as a significant threat. To address this challenge, our study aims to identify and …

Assessing Fire Risk in Wildland–Urban Interface Regions Using a Machine Learning Method and GIS data: The Example of Istanbul's European Side

E Aksoy, A Kocer, İ Yilmaz, AN Akçal, K Akpinar - Fire, 2023 - mdpi.com
Like many places around the world, the wildland–urban interface areas surrounding urban
regions are subject to variable levels of fire risk, threatening the natural habitats they contact …

Spatiotemporal changes and background atmospheric factors associated with forest fires in Turkiye

H Arslan, H Baltaci, G Demir, HK Ozcan - Environmental Monitoring and …, 2024 - Springer
In this study, spatiotemporal analysis of forest fires in Turkiye was undertaken, with a specific
focus on the large-scale atmospheric systems responsible for causing these fires. For this …

Spatial and temporal analysis of vegetation fires in Europe

Ö Akyürek - Natural Hazards, 2023 - Springer
Natural disasters are defined as negative events that affect the lives of all living things on
earth with their various effects. Fires which are one of these natural disasters, are the partial …

Comparison of diverse machine learning algorithms for forest fire susceptibility mapping in Antalya, Türkiye

HA Akinci, H Akinci, M Zeybek - Advances in Space Research, 2024 - Elsevier
Antalya is one of the provinces with the highest number of forest fires in Türkiye. In 2021,
278 forest fires occurred within the administrative boundaries of Antalya Regional …

Predicting the potential geographic distribution of Camellia sinensis var. shan under multiple climate change scenarios in Van Chan District Vietnam

TM Pham, GTH Dang, ATK Le, AT Luu - Modeling Earth Systems and …, 2023 - Springer
The study focuses on the potential geographic distribution of a valuable green tea plant for
sustainable agriculture development in the mountainous northwestern region of Vietnam …