我国林火发生预测模型研究进展.

高超, 林红蕾, 胡海清, 宋红 - Yingyong Shengtai Xuebao, 2020 - search.ebscohost.com
摘要通过文献回顾, 总结了国内林火发生预测模型的研究现状, 并从林火发生驱动因子,
林火发生概率预测模型, 林火发生频次预测模型和模型检验方法等方面进行归纳分析 …

Green spaces, quality of life, and citizen perception in European cities

V Giannico, G Spano, M Elia, M D'Este, G Sanesi… - Environmental …, 2021 - Elsevier
Urban green spaces generate a number of perceived benefits toward human health and
well-being, including an overall improvement in the quality of life. To date, processes …

Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe

R Cilli, M Elia, M D'Este, V Giannico, N Amoroso… - Scientific reports, 2022 - nature.com
The impacts and threats posed by wildfires are dramatically increasing due to climate
change. In recent years, the wildfire community has attempted to estimate wildfire …

Estimating the probability of wildfire occurrence in Mediterranean landscapes using Artificial Neural Networks

M Elia, M D'Este, D Ascoli, V Giannico, G Spano… - Environmental Impact …, 2020 - Elsevier
Wildfires are a major disturbance in the Mediterranean Basin and an ecological factor that
constantly alters the landscape. In this context, it is crucial to understand where wildfires are …

Best optimizer selection for predicting bushfire occurrences using deep learning

MN Halgamuge, E Daminda, A Nirmalathas - Natural Hazards, 2020 - Springer
Natural disasters like bushfires pose a catastrophic threat to the Australia and the world's
territorial areas. This fire spreads in a wide area within seconds, and therefore, it is …

Predicting forest fire kernel density at multiple scales with geographically weighted regression in Mexico

NA Monjarás-Vega, CI Briones-Herrera… - Science of the Total …, 2020 - Elsevier
Identifying the relative importance of human and environmental drivers on fire occurrence in
different regions and scales is critical for a sound fire management. Nevertheless, studies …

Modeling fire ignition probability and frequency using Hurdle models: A cross-regional study in Southern Europe

M D'Este, A Ganga, M Elia, R Lovreglio, V Giannico… - Ecological …, 2020 - Springer
Background Wildfires play a key role in shaping Mediterranean landscapes and ecosystems
and in impacting species dynamics. Numerous studies have investigated the wildfire …

Relative humidity and agricultural activities dominate wildfire ignitions in Yunnan, Southwest China: Patterns, thresholds, and implications

L Ying, H Cheng, Z Shen, P Guan, C Luo… - Agricultural and Forest …, 2021 - Elsevier
Wildfires are land-surface processes and ecological disturbances occurring around the
world. The wildfire regime in Yunnan Province of Southwest China is recognized as similar …

Machine learning techniques for fine dead fuel load estimation using multi-source remote sensing data

M D'Este, M Elia, V Giannico, G Spano, R Lafortezza… - Remote Sensing, 2021 - mdpi.com
Fine dead fuel load is one of the most significant components of wildfires without which
ignition would fail. Several studies have previously investigated 1-h fuel load using standard …

Land use change towards forests and wooded land correlates with large and frequent wildfires in Italy

D Ascoli, JV Moris, M Marchetti, L Sallustio - Annals of Silvicultural …, 2021 - iris.unito.it
It is commonly believed that wildfires in southern Europe have been favored by the
encroachment of flammable vegetation on cultivated and grazed areas no longer managed …