Remote sensing of forest burnt area, burn severity, and post-fire recovery: A review

E Kurbanov, O Vorobev, S Lezhnin, J Sha, J Wang… - Remote Sensing, 2022 - mdpi.com
Wildland fires dramatically affect forest ecosystems, altering the loss of their biodiversity and
their sustainability. In addition, they have a strong impact on the global carbon balance and …

Supervised machine learning approaches on multispectral remote sensing data for a combined detection of fire and burned area

J Florath, S Keller - Remote sensing, 2022 - mdpi.com
Bushfires pose a severe risk, among others, to humans, wildlife, and infrastructures. Rapid
detection of fires is crucial for fire-extinguishing activities and rescue missions. Besides …

Integration of multiple spectral indices and a neural network for burned area mapping based on MODIS data

R Ba, W Song, X Li, Z Xie, S Lo - Remote Sensing, 2019 - mdpi.com
Since wildfires have occurred frequently in recent years, accurate burned area mapping is
required for wildfire severity assessment and burned land reconstruction. Satellite remote …

[HTML][HTML] Reconstructing historical forest fire risk in the non-satellite era using the improved forest fire danger index and long short-term memory deep learning-a case …

Y Peng, H Su, M Sun, M Li - Forest Ecosystems, 2024 - Elsevier
Historical forest fire risk databases are vital for evaluating the effectiveness of past forest
management approaches, enhancing forest fire warnings and emergency response …

Assessing spatio-temporal variability of wildfires and their impact on sub-Saharan ecosystems and air quality using multisource remotely sensed data and trend …

M Kganyago, L Shikwambana - Sustainability, 2019 - mdpi.com
Globally, wildfires are considered the most commonly occurring disasters, resulting from
natural and anthropogenic ignition sources. Wildfires consist of burning standing biomass at …

A satellite-based burned area dataset for the northern boreal region from 1982 to 2020

JA Moreno-Ruiz, JR García-Lázaro… - … Journal of Wildland …, 2023 - CSIRO Publishing
Background Fires in the boreal forest occur with natural frequencies and patterns. Burned
area (BA) is an essential variable in assessing the impact of climate change in boreal …

Wildfire Burnt Area Severity Classification from UAV-Based RGB and Multispectral Imagery

T Simes, L Pádua, A Moutinho - Remote Sensing, 2023 - mdpi.com
Wildfires present a significant threat to ecosystems and human life, requiring effective
prevention and response strategies. Equally important is the study of post-fire damages …

[HTML][HTML] Evaluating tree branch angle measurements of European beech using terrestrial laser scanning

X Peng, K Calders, L Terryn, H Verbeeck - Forest Ecosystems, 2025 - Elsevier
Branch angles are an important plant morphological trait affecting light interception within
forest canopies. However, studies on branch angles have been limited due to the time …

Evaluation of the effect of spatial and temporal resolutions for digital change detection: case of forest fire

A Balsak, BT San - Natural Hazards, 2023 - Springer
One of the most important subjects in remote sensing is digital change detection which
identifies the differences between the before and after an event in spatial context. Even …

Integration of Multiple Spectral Data via a Logistic Regression Algorithm for Detection of Crop Residue Burned Areas: A Case Study of Songnen Plain, Northeast …

S Zhang, Y Zhang, H Zhao - Chinese Geographical Science, 2024 - Springer
The burning of crop residues in fields is a significant global biomass burning activity which is
a key element of the terrestrial carbon cycle, and an important source of atmospheric trace …