Challenges and Limitations of Remote Sensing Applications in Northern Peatlands: Present and Future Prospects
AYA Abdelmajeed, R Juszczak - Remote Sensing, 2024 - mdpi.com
This systematic literature review (SLR) provides a comprehensive overview of remote
sensing (RS) applications in northern peatlands from 2017 to 2022, utilising various …
sensing (RS) applications in northern peatlands from 2017 to 2022, utilising various …
[HTML][HTML] Comparing multispectral and hyperspectral UAV data for detecting peatland vegetation patterns
Northern peatland vegetation exhibits fine-scale spatial and spectral heterogeneity that can
potentially be captured with uncrewed aerial vehicle (UAV) data due to their ultra-high …
potentially be captured with uncrewed aerial vehicle (UAV) data due to their ultra-high …
[HTML][HTML] The potential of combining satellite and airborne remote sensing data for habitat classification and monitoring in forest landscapes
Mapping and monitoring of habitats are requirements for protecting biodiversity. In this study,
we investigated the benefit of combining airborne (laser scanning, image-based point …
we investigated the benefit of combining airborne (laser scanning, image-based point …
The utility of airborne hyperspectral and satellite multispectral images in identifying Natura 2000 non-forest habitats for conservation purposes
A Jarocińska, D Kopeć, J Niedzielko, J Wylazłowska… - Scientific Reports, 2023 - nature.com
Aerial hyperspectral and multispectral satellite data are the two most commonly used
datasets to identify natural and semi-natural vegetation. However, there is no documented …
datasets to identify natural and semi-natural vegetation. However, there is no documented …
The Use of an Airborne Laser Scanner for Rapid Identification of Invasive Tree Species Acer negundo in Riparian Forests
D Mielczarek, P Sikorski, P Archiciński, W Ciężkowski… - Remote Sensing, 2022 - mdpi.com
Invasive species significantly impact ecosystems, which is fostered by global warming. Their
removal generates high costs to the greenery managers; therefore, quick and accurate …
removal generates high costs to the greenery managers; therefore, quick and accurate …
[HTML][HTML] Multi-source remote sensing recognition of plant communities at the reach scale of the Vistula River, Poland
The seasonal occurrence of plant communities in rivers' reaches has a direct impact on the
flow resistance and sediment dynamics. Monitoring the occurrence of plant communities and …
flow resistance and sediment dynamics. Monitoring the occurrence of plant communities and …
[HTML][HTML] Hyperspectral vs. Multispectral data: Comparison of the spectral differentiation capabilities of Natura 2000 non-forest habitats
Identification of the Natura 2000 habitats using remote sensing techniques is one of the most
important challenges of nature conservation. In this study, the potential for differentiating non …
important challenges of nature conservation. In this study, the potential for differentiating non …
Comparison of dimensionality reduction methods on hyperspectral images for the identification of heathlands and mires
Hyperspectral data and machine learning offer great potential for identifying valuable open
ecosystems. Due to the large volume of data, preprocessing of hyperspectral images must …
ecosystems. Due to the large volume of data, preprocessing of hyperspectral images must …
Testing Textural Information Base on LiDAR and Hyperspectral Data for Mapping Wetland Vegetation: A Case Study of Warta River Mouth National Park (Poland)
A Jarocińska, J Niedzielko, D Kopeć, J Wylazłowska… - Remote Sensing, 2023 - mdpi.com
One of the key issues in wetland monitoring is mapping vegetation. Remote sensing and
machine learning are used to acquire vegetation maps, which, due to the development of …
machine learning are used to acquire vegetation maps, which, due to the development of …
Investigation of buried karst sinkholes under a bog using ground penetrating radar (GPR) and electrical resistivity tomography (ERT)
P Džeriņš, J Karušs, K Lamsters… - Earth Surface …, 2023 - Wiley Online Library
Active evaporite karst processes in the Baltic states are associated with a few relatively small
regions where gypsum rocks can be found close to the Earth's surface. One of these areas …
regions where gypsum rocks can be found close to the Earth's surface. One of these areas …