Develo** a science of land change: challenges and methodological issues

RR Rindfuss, SJ Walsh, BL Turner, J Fox… - Proceedings of the …, 2004 - pnas.org
Land-change science has emerged as a foundational element of global environment
change and sustainability science. It seeks to understand the human and environment …

Comparison of remote sensing change detection techniques for assessing hurricane damage to forests

F Wang, YJ Xu - Environmental monitoring and assessment, 2010 - Springer
This study compared performance of four change detection algorithms with six vegetation
indices derived from pre-and post-Katrina Landsat Thematic Mapper (TM) imagery and a …

Multi-temporal analysis of high spatial resolution imagery for disturbance monitoring

MA Wulder, JC White, NC Coops, CR Butson - Remote Sensing of …, 2008 - Elsevier
Mountain pine beetle red attack damage has been successfully detected and mapped using
single-date high spatial resolution (< 4 m) satellite multi-spectral data. Forest managers; …

Identification of Logged and Windthrow Areas from Sentinel-2 Satellite Images Using the U-Net Convolutional Neural Network and Factors Affecting Its Accuracy

AI Kanev, AV Tarasov, AN Shikhov, NS Podoprigorova… - Cosmic Research, 2023 - Springer
The results of detection (segmentation) of forest disturbances (logged and windthrow areas)
based on Sentinel-2 satellite images with convolutional neural networks of U-net …

Evaluation of Landsat-7 SLC-off image products for forest change detection

MA Wulder, SM Ortlepp, JC White… - Canadian Journal of …, 2008 - Taylor & Francis
Since July 2003, Landsat-7 ETM+ has been operating without the scan line corrector (SLC),
which compensates for the forward motion of the satellite in the imagery acquired. Data …

Remote sensing of gypsy moth defoliation to assess variations in stream nitrogen concentrations

PA Townsend, KN Eshleman… - Ecological …, 2004 - Wiley Online Library
Disturbance is an important mechanism controlling dissolved nitrogen (N) leakage to
receiving streams, rivers, lakes, and estuaries from forested watersheds. In oak forests of the …

Invasive pathogens at alpine treeline: consequences for treeline dynamics

DF Tomback, LM Resler - Physical geography, 2007 - Taylor & Francis
The potential impact of invasive forest pathogens on alpine treeline dynamics has not
previously been considered. Whitebark pine (Pinus albicaulis), a foundation and keystone …

Habitat invasion risk assessment based on Landsat 5 data, exemplified by the shrub Rosa rubiginosa in southern Argentina

H Zimmermann, H Von Wehrden… - Austral …, 2011 - Wiley Online Library
Prediction of invasive species spread helps to plan management actions. We performed a
risk assessment by quantifying habitat invasibility, predicted the potential distribution of an …

Remote sensing of forests over time: change types, methods, and opportunities

P Gong, B Xu - Remote sensing of forest environments: Concepts and …, 2003 - Springer
Forest change happens constantly at different spatial scales. At the individual tree level, the
biochemical and biophysical properties may vary according to environmental conditions; …

Recognition of Forest Damage from Sentinel-2 Satellite Images Using U-Net, RandomForest and XGBoost

NS Podoprigorova, FA Safonov… - … on Radio Electronics …, 2024 - ieeexplore.ieee.org
Automatic analysis of satellite images is an actual problem today. This paper compares
methods for semantic segmentation of forest damage in different regions of the European …