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Develo** a science of land change: challenges and methodological issues
Land-change science has emerged as a foundational element of global environment
change and sustainability science. It seeks to understand the human and 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 …
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
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; …
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 …
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
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 …
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 …
receiving streams, rivers, lakes, and estuaries from forested watersheds. In oak forests of the …
Invasive pathogens at alpine treeline: consequences for treeline dynamics
The potential impact of invasive forest pathogens on alpine treeline dynamics has not
previously been considered. Whitebark pine (Pinus albicaulis), a foundation and keystone …
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
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 …
risk assessment by quantifying habitat invasibility, predicted the potential distribution of an …
Remote sensing of forests over time: change types, methods, and opportunities
Forest change happens constantly at different spatial scales. At the individual tree level, the
biochemical and biophysical properties may vary according to environmental conditions; …
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 …
methods for semantic segmentation of forest damage in different regions of the European …