[HTML][HTML] Remote sensing of peatland degradation in temperate and boreal climate zones–A review of the potentials, gaps, and challenges
F de Waard, J Connolly, A Barthelmes, H Joosten… - Ecological …, 2024 - Elsevier
Peatland degradation causes a number of environmental problems ranging from
greenhouse gas (GHG) emissions to subsidence and ecosystem loss. Degraded peatlands …
greenhouse gas (GHG) emissions to subsidence and ecosystem loss. Degraded peatlands …
Enhancing peatland monitoring through multisource remote sensing: optical and radar data applications
G Ghazaryan, L Krupp, S Seyfried… - … Journal of Remote …, 2024 - Taylor & Francis
Peatlands play a pivotal role in global carbon cycling and the conservation of biodiversity
even though they cover a small fraction of the Earth's terrestrial surface. These ecosystems …
even though they cover a small fraction of the Earth's terrestrial surface. These ecosystems …
[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] Learning the variations in annual spectral-temporal metrics to enhance the transferability of regression models for land cover fraction monitoring
Monitoring the Earth by annually mapping land cover (LC) fractions helps to better
understand the ongoing processes and changes of land use and land management. At 10 to …
understand the ongoing processes and changes of land use and land management. At 10 to …
[HTML][HTML] Hyperspectral characterization of vegetation in hemiboreal, boreal and Arctic peatlands using a geographically extensive field dataset
Northern peatlands store up to 25% of global soil organic carbon and function as important
hotspots for biodiversity. However, they are facing degradation from climate change driven …
hotspots for biodiversity. However, they are facing degradation from climate change driven …
Assessing carbon accumulation through peat vertical displacement: The influence of climate and land use across diverse peatland characteristics
With their net carbon accumulation determined by the balance between gross ecosystem
productivity (GEP) and carbon losses (from processes such as oxidation and …
productivity (GEP) and carbon losses (from processes such as oxidation and …
[HTML][HTML] Retrieval of moisture content of common Sphagnum peat moss species from hyperspectral and multispectral data
S Karlqvist, I Burdun, SS Salko, J Juola… - Remote Sensing of …, 2024 - Elsevier
Peatlands store enormous amounts of carbon in a peat layer, the formation and preservation
of which can only occur under waterlogged conditions. Monitoring peatland moisture …
of which can only occur under waterlogged conditions. Monitoring peatland moisture …
Enhancing vegetation formation classification: Integrating coarse-scale traditional mapping knowledge and advanced machine learning
T Zhang, B Li, Y Yuan, X Gao, J Zhou, Y Jiang… - Science of The Total …, 2024 - Elsevier
Mapping vegetation formation types in large areas is crucial for ecological and
environmental studies. However, this is still challenging to distinguish similar vegetation …
environmental studies. However, this is still challenging to distinguish similar vegetation …
Development of a spectral repository for the identification of western Himalayan medicinal plants using machine learning techniques
KC Kandpal, S Anchal, A Verma, A Kumar - Biosystems Engineering, 2025 - Elsevier
The identification of medicinal plant species is a crucial task for assessing the status of our
bioresources. Conventional methods primarily rely on taxonomy and laboratory-based …
bioresources. Conventional methods primarily rely on taxonomy and laboratory-based …
[HTML][HTML] A multi-source approach to mapping habitat diversity: Combination of multi-date multispectral satellite imagery and comparison with single-date hyperspectral …
C Zabeo, GV Laurin, BG Tesfamariam, D Giuliarelli… - Ecological …, 2024 - Elsevier
The increasing availability of spaceborne hyperspectral satellite imagery opens new
opportunities for forest habitat mapping and monitoring, but the limitation of its generally low …
opportunities for forest habitat mapping and monitoring, but the limitation of its generally low …