Climate change, forest fires, and territorial dynamics in the Amazon rainforest: an integrated analysis for mitigation strategies

N Celis, A Casallas, EA Lopez-Barrera… - … International Journal of …, 2023 - mdpi.com
Recent times have witnessed wildfires causing harm to both ecological communities and
urban–rural regions, underscoring the necessity to comprehend wildfire triggers and assess …

Assessing fire danger classes and extreme thresholds of the Canadian fire weather index across global environmental zones: A Review

L Kudláčková, L Bartošová, R Linda… - Environmental …, 2025 - iopscience.iop.org
Fire weather indices are one of the basic components of any fire danger early warning
system. The Canadian Fire Weather Index (FWI) was developed to indicate the danger due …

Wildfire Scenarios for Assessing Risk of Cover Loss in a Megadiverse Zone within the Colombian Caribbean

A Cabrera, C Ferro, A Casallas, EA López-Barrera - Sustainability, 2024 - mdpi.com
Rising wildfire incidents in South America, potentially exacerbated by climate change,
require an exploration of sustainable approaches for fire risk reduction. This study …

Surface, satellite ozone variations in Northern South America during low anthropogenic emission conditions: a machine learning approach

A Casallas, MP Castillo-Camacho, ER Sanchez… - Air Quality, Atmosphere …, 2023 - Springer
Abstract 2020 presented the ideal conditions for studying the air quality response to several
emission reductions due to the COVID-19 lockdowns. Numerous studies found that the …

A forest fire recognition method based on modified deep CNN model

S Zheng, X Zou, P Gao, Q Zhang, F Hu, Y Zhou, Z Wu… - Forests, 2024 - mdpi.com
Controlling and extinguishing spreading forest fires is a challenging task that often leads to
irreversible losses. Moreover, large-scale forest fires generate smoke and dust, causing …

Investigation of Fire Weather Danger under a Changing Climate at High Resolution in Greece

N Politi, D Vlachogiannis, A Sfetsos, N Gounaris… - Sustainability, 2023 - mdpi.com
Future fire weather conditions under climate change were investigated based on the Fire
Weather Index (FWI), Initial Spread Index (ISI) and threshold-specific indicators in Greece …

[HTML][HTML] The economic and environmental impact of fire preventive strategies in the Mediterranean region

L Castellet-Viciano, V Hernández-Chover… - Journal of …, 2024 - Elsevier
Fire behaviour in the Mediterranean region has been altered by climate change. In the last
decade, not only has the occurrence of fires increased but also their virulence. This is …

Fire Detection and Flame-Centre Localisation Algorithm Based on Combination of Attention-Enhanced Ghost Mode and Mixed Convolution

J Liu, J Yin, Z Yang - Applied Sciences, 2024 - mdpi.com
This paper proposes a YOLO fire detection algorithm based on an attention-enhanced ghost
mode, mixed convolutional pyramids, and flame-centre detection (AEGG-FD). Specifically …

Stochastic Approaches Systems to Predictive and Modeling Chilean Wildfires

H de la Fuente-Mella, C Elórtegui-Gómez… - Mathematics, 2023 - mdpi.com
Whether due to natural causes or human carelessness, forest fires have the power to cause
devastating damage, alter the habitat of animals and endemic species, generate insecurity …

An optimized convolutional neural network for the 3d point-cloud compression

G Luo, B He, Y Xiong, L Wang, H Wang, Z Zhu, X Shi - Sensors, 2023 - mdpi.com
Due to the tremendous volume taken by the 3D point-cloud models, knowing how to achieve
the balance between a high compression ratio, a low distortion rate, and computing cost in …