Environmental drivers and spatial prediction of forest fires in the Western Ghats biodiversity hotspot, India: An ensemble machine learning approach

KN Babu, R Gour, K Ayushi, N Ayyappan… - Forest Ecology and …, 2023 - Elsevier
In ecologically sensitive areas like the Western Ghats, fire is largely considered to be the
most significant management concern. Therefore, identifying and predicting the fire …

[HTML][HTML] Climate change impacts: Vegetation shift of broad-leaved and coniferous forests

R Malla, PR Neupane, M Köhl - Trees, Forests and People, 2023 - Elsevier
Climate change is a variation in temperature and precipitation for longer periods due to
global warming. It has an impact on tree species distribution, composition and diversity of …

A comprehensive comparison study of traditional classifiers and deep neural networks for forest fire detection

K Akyol - Cluster Computing, 2024 - Springer
Forest fires cause great harm to people, environment, and nature. Fire detection using forest
landscape images can play a critical role in the design of expert systems required to solve …

Synergistic approaches in forest fire risk mapping using fuzzy AHP and machine learning models in the Chure Tarai Madhesh Landscape (CTML) of Nepal

M Dhakal, B Bhatta, P Lamichhane… - … , Natural Hazards and …, 2024 - Taylor & Francis
Forest fires are recurrent natural hazards threatening ecosystems, biodiversity, and nearby
communities. The Chure Tarai Madhesh Landscape (CTML) is a biodiversity hotspot …

[HTML][HTML] A non-parametric method to investigate internal trends in time sequence: A case study of temperature and precipitation

H Yu, M Yang, L Wang, Y Chen - Ecological Indicators, 2024 - Elsevier
Trend testing is essential for time sequence analysis. However, the existing trend testing
methods mainly study the trends of the sequence as a whole, while there is a lack of feasible …

Determination of forest fire risk with respect to Marchalina hellenica potential distribution to protect pine honey production sites in Turkey

F Sarı, NG Kavallieratos, N Eleftheriadou - Environmental Science and …, 2024 - Springer
Turkey is the leading producer of pine honey worldwide, accounting for 90% of global
production, largely due to the presence of Marchalina hellenica populations. However, in …

[HTML][HTML] Occurrence, probable causes, and management of forest wildfires in the Northern Highlands of Pakistan

M Nafees, W Rashid, H Sultan, NH Khan… - Environmental …, 2024 - Elsevier
Pakistan is forest-deficient and cannot afford forest losses associated with large-scale
wildfire destruction. The Northern Mountainous Range (NMR) in Khyber Pakhtunkhwa …

[HTML][HTML] Assessing drivers of vegetation fire occurrence in Zimbabwe-Insights from Maxent modelling and historical data analysis

U Mupfiga, O Mutanga, T Dube - Remote Sensing Applications: Society …, 2025 - Elsevier
Vegetation fires are known to profoundly impact ecosystem structure and composition,
posing threats to ecosystem stability and human safety. In Zimbabwe, uncontrolled fires …

[HTML][HTML] Tree species diversity and spatial distribution of carbon stock in forests under different management regimes in Nepal's Western Terai Arc Landscape

Y Uprety, BN Oli, S Karki, B Bashyal, RK Rimal… - Trees, Forests and …, 2025 - Elsevier
Reliable tree species diversity and carbon stock data are crucial for establishing a baseline
and aiding monitoring and management decision-making to ensure ecosystem functions …

[PDF][PDF] Remote sensing assessment of wildfire using high-resolution PlanetScope satellite observations: A case study on Co Tien Mountain, Nha Trang City, Vietnam.

B Pham-Duc, H Nguyen - Journal of Degraded & Mining Lands …, 2024 - researchgate.net
In this study, high spatial resolution (3 m) PlanetScope (PS) imagery was utilized to map
burned areas caused by a wildfire occurring on January 10, 2024, on Co Tien Mountain in …