Evaluation of machine learning algorithms for forest stand species map** using Sentinel-2 imagery and environmental data in the Polish Carpathians
Abstract Information about forest stand species distribution is essential for biodiversity
modelling, forest disturbances, fire hazard and drought monitoring, biomass and carbon …
modelling, forest disturbances, fire hazard and drought monitoring, biomass and carbon …
Map** temperate forest tree species using dense Sentinel-2 time series
Precise information on tree species composition is critical for forest management and
conservation, but map** tree species with satellite data over large areas is still a …
conservation, but map** tree species with satellite data over large areas is still a …
Forest stand species map** using the Sentinel-2 time series
Accurate information regarding forest tree species composition is useful for a wide range of
applications, both for forest management and scientific research. Remote sensing is an …
applications, both for forest management and scientific research. Remote sensing is an …
Optimal input features for tree species classification in Central Europe based on multi-temporal Sentinel-2 data
Detailed knowledge about tree species composition is of great importance for forest
management. The two identical European Space Agency (ESA) Sentinel-2 (S2) satellites …
management. The two identical European Space Agency (ESA) Sentinel-2 (S2) satellites …
[HTML][HTML] Map** tree species proportions from satellite imagery using spectral–spatial deep learning
Remote sensing can be used to collect information related to forest management. Previous
studies demonstrated the potential of using multispectral satellite imagery for classifying tree …
studies demonstrated the potential of using multispectral satellite imagery for classifying tree …
Map** winter crops in China with multi-source satellite imagery and phenology-based algorithm
Timely and accurate map** of winter crop planting areas in China is important for food
security assessment at a national level. Time-series of vegetation indices, such as the …
security assessment at a national level. Time-series of vegetation indices, such as the …
Acquisition of forest attributes for decision support at the forest enterprise level using remote-sensing techniques—A review
P Surový, K Kuželka - Forests, 2019 - mdpi.com
In recent decades, remote sensing techniques and the associated hardware and software
have made substantial improvements. With satellite images that can obtain sub-meter …
have made substantial improvements. With satellite images that can obtain sub-meter …
[HTML][HTML] Exploring the potential of land surface phenology and seasonal cloud free composites of one year of Sentinel-2 imagery for tree species map** in a …
Optical satellite imagery with high temporal and spatial resolution, such as acquired by
Sentinel-2, is increasingly becoming available and is used to derive maps of tree species …
Sentinel-2, is increasingly becoming available and is used to derive maps of tree species …
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 …
[BUCH][B] The potential of Sentinel-2 satellite images for land-cover/land-use and forest biomass estimation: A review
C Isbaex, AM Coelho - 2021 - intechopen.com
Map** land-cover/land-use (LCLU) and estimating forest biomass using satellite images
is a challenge given the diversity of sensors available and the heterogeneity of forests …
is a challenge given the diversity of sensors available and the heterogeneity of forests …