Progress in the remote sensing monitoring of the ecological environment in mining areas
Based on the results of an extensive literature research, we summarize the research
progress of remote sensing monitoring in terms of identifying mining area boundaries and …
progress of remote sensing monitoring in terms of identifying mining area boundaries and …
Comparison of support vector machine and random forest algorithms for invasive and expansive species classification using airborne hyperspectral data
A Sabat-Tomala, E Raczko, B Zagajewski - Remote Sensing, 2020 - mdpi.com
Invasive and expansive plant species are considered a threat to natural biodiversity
because of their high adaptability and low habitat requirements. Species investigated in this …
because of their high adaptability and low habitat requirements. Species investigated in this …
Comparison of support vector machines and random forests for corine land cover map**
Land cover information is essential in European Union spatial management, particularly that
of invasive species, natural habitats, urbanization, and deforestation; therefore, the need for …
of invasive species, natural habitats, urbanization, and deforestation; therefore, the need for …
Comparison of random forest, support vector machines, and neural networks for post-disaster forest species map** of the krkonoše/karkonosze transboundary …
Mountain forests are exposed to extreme conditions (eg, strong winds and intense solar
radiation) and various types of damage by insects such as bark beetles, which makes them …
radiation) and various types of damage by insects such as bark beetles, which makes them …
The impact of spatial resolution on the classification of vegetation types in highly fragmented planting areas based on unmanned aerial vehicle hyperspectral images
Fine classification of vegetation types has always been the focus and difficulty in the
application field of remote sensing. Unmanned Aerial Vehicle (UAV) sensors and platforms …
application field of remote sensing. Unmanned Aerial Vehicle (UAV) sensors and platforms …
Classification of expansive grassland species in different growth stages based on hyperspectral and LiDAR data
Expansive species classification with remote sensing techniques offers great support for
botanical field works aimed at detection of their distribution within areas of conservation …
botanical field works aimed at detection of their distribution within areas of conservation …
Airborne HySpex hyperspectral versus multitemporal Sentinel-2 images for mountain plant communities map**
Climate change and anthropopression significantly impact plant communities by leading to
the spread of expansive and alien invasive plants, thus reducing their biodiversity. Due to …
the spread of expansive and alien invasive plants, thus reducing their biodiversity. Due to …
[HTML][HTML] Identifying and Monitoring Gardens in Urban Areas Using Aerial and Satellite Imagery
In dry regions, gardens and trees within the urban space are of considerable significance.
These gardens are facing harsh weather conditions and environmental stresses; on the …
These gardens are facing harsh weather conditions and environmental stresses; on the …
Assessment of Sentinel-2 images, support vector machines and change detection algorithms for bark beetle outbreaks map** in the Tatra mountains
Cambiophagous insects, fires and windthrow cause significant forest disturbances,
generating ecological changes and economical losses. The bark beetle (Ips typographus …
generating ecological changes and economical losses. The bark beetle (Ips typographus …
Multi-temporal sentinel-2 data in classification of mountain vegetation
M Wakulińska, A Marcinkowska-Ochtyra - Remote Sensing, 2020 - mdpi.com
The electromagnetic spectrum registered via satellite remote sensing methods became a
popular data source that can enrich traditional methods of vegetation monitoring. The …
popular data source that can enrich traditional methods of vegetation monitoring. The …