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[HTML][HTML] Automated production of a land cover/use map of Europe based on Sentinel-2 imagery
R Malinowski, S Lewiński, M Rybicki, E Gromny… - Remote Sensing, 2020 - mdpi.com
Up-to-date information about the Earth's surface provided by land cover maps is essential for
numerous environmental and land management applications. There is, therefore, a clear …
numerous environmental and land management applications. There is, therefore, a clear …
Current state and challenges in producing large-scale land cover maps: review based on recent land cover products
F Gilić, M Gašparović, M Baučić - Geocarto International, 2023 - Taylor & Francis
Data about the land cover have already been for decades one of the most important sources
for determining human impact on nature and the environment and possible backward effects …
for determining human impact on nature and the environment and possible backward effects …
[HTML][HTML] Forest land cover map** at a regional scale using multi-temporal sentinel-2 imagery and RF models
Over the last several decades, thanks to improvements in and the diversification of open-
access satellite imagery, land cover map** techniques have evolved significantly. Notable …
access satellite imagery, land cover map** techniques have evolved significantly. Notable …
Multi-spectral image classification with quantum neural network
P Gawron, S Lewiński - IGARSS 2020-2020 IEEE International …, 2020 - ieeexplore.ieee.org
Processing Earth observation images to obtain land cover classification is an important task
allowing to track changes on the Earth's surface resulting from natural processes, human …
allowing to track changes on the Earth's surface resulting from natural processes, human …
Continuous detection of small-scale changes in scots pine dominated stands using dense Sentinel-2 time series
Climate change and severe extreme events, ie, changes in precipitation and higher drought
frequency, have a large impact on forests. In Poland, particularly Norway spruce and Scots …
frequency, have a large impact on forests. In Poland, particularly Norway spruce and Scots …
Availability of global and national scale land cover products and their accuracy in mountainous areas of Ethiopia: a review
A large variety of remote sensing-based land use/land cover (LULC) products are currently
available on national and global scales. This literature review and in situ validation study …
available on national and global scales. This literature review and in situ validation study …
[HTML][HTML] Identification of silvicultural practices in mediterranean forests integrating landsat time series and a single coverage of ALS data
J Esteban, A Fernández-Landa, JL Tomé, C Gómez… - Remote Sensing, 2021 - mdpi.com
Understanding forest dynamics at the stand level is crucial for sustainable management.
Landsat time series have been shown to be effective for identification of drastic changes …
Landsat time series have been shown to be effective for identification of drastic changes …
[HTML][HTML] Automatic differentiation of Eucalyptus species through Sentinel-2 images, Worldview-3 images and LiDAR data
L Alonso, A Rodríguez-Dorna, J Picos, F Costas… - ISPRS Journal of …, 2024 - Elsevier
Eucalyptus constitutes one of the most common tree genera used in forest plantations
worldwide. In Europe, Eucalyptus trees are especially common in the Northwest of the …
worldwide. In Europe, Eucalyptus trees are especially common in the Northwest of the …
Operational fuel model map for Atlantic landscapes using ALS and Sentinel-2 images
Background In the new era of large, high-intensity wildfire events, new fire prevention and
extinction strategies are emerging. Software that simulates fire behavior can play a leading …
extinction strategies are emerging. Software that simulates fire behavior can play a leading …
Creation of training dataset for Sentinel-2 land cover classification
E Gromny, S Lewiński, M Rybicki… - … , Industry, and High …, 2019 - spiedigitallibrary.org
Supervised classification of satellite images is performed based on utilization of reference
training data. Therefore, the availability and quality of reference data highly influences the …
training data. Therefore, the availability and quality of reference data highly influences the …