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 …
their sustainability. In addition, they have a strong impact on the global carbon balance and …
[HTML][HTML] Multimodal remote sensing benchmark datasets for land cover classification with a shared and specific feature learning model
As remote sensing (RS) data obtained from different sensors become available largely and
openly, multimodal data processing and analysis techniques have been garnering …
openly, multimodal data processing and analysis techniques have been garnering …
[HTML][HTML] A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research
Spectral Indices derived from multispectral remote sensing products are extensively used to
monitor Earth system dynamics (eg vegetation dynamics, water bodies, fire regimes). The …
monitor Earth system dynamics (eg vegetation dynamics, water bodies, fire regimes). The …
[HTML][HTML] Advances in high-resolution land surface satellite products: A comprehensive review of inversion algorithms, products and challenges
For many applications, raw satellite observations need to be converted to high-level
products of various essential environmental variables. While numerous products are …
products of various essential environmental variables. While numerous products are …
Normalized Burn Ratio Plus (NBR+): a new index for Sentinel-2 imagery
The monitoring of burned areas can easily be performed using satellite multispectral
images: several indices are available in the literature for highlighting the differences …
images: several indices are available in the literature for highlighting the differences …
Wildfire damage assessment over Australia using sentinel-2 imagery and MODIS land cover product within the google earth engine cloud platform
Wildfires are major natural disasters negatively affecting human safety, natural ecosystems,
and wildlife. Timely and accurate estimation of wildfire burn areas is particularly important for …
and wildlife. Timely and accurate estimation of wildfire burn areas is particularly important for …
A new end-to-end multi-dimensional CNN framework for land cover/land use change detection in multi-source remote sensing datasets
ST Seydi, M Hasanlou, M Amani - Remote Sensing, 2020 - mdpi.com
The diversity of change detection (CD) methods and the limitations in generalizing these
techniques using different types of remote sensing datasets over various study areas have …
techniques using different types of remote sensing datasets over various study areas have …
Refined burned-area map** protocol using Sentinel-2 data increases estimate of 2019 Indonesian burning
Like many tropical forest nations, Indonesia is challenged by landscape fires. A confident
understanding of the area and distribution of burning is crucial to understanding the …
understanding of the area and distribution of burning is crucial to understanding the …
[HTML][HTML] Automatic map** of burned areas using Landsat 8 time-series images in Google Earth engine: A case study from Iran
H Gholamrezaie, M Hasanlou, M Amani… - Remote Sensing, 2022 - mdpi.com
Due to the natural conditions and inappropriate management responses, large part of plains
and forests in Iran have been burned in recent years. Given the increasing availability of …
and forests in Iran have been burned in recent years. Given the increasing availability of …
DSMNN-Net: A deep siamese morphological neural network model for burned area map** using multispectral sentinel-2 and hyperspectral PRISMA images
Wildfires are one of the most destructive natural disasters that can affect our environment,
with significant effects also on wildlife. Recently, climate change and human activities have …
with significant effects also on wildlife. Recently, climate change and human activities have …