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References from PAWI: The first high-resolution, multi-class, Pan-Arctic Wetland Inventory. Local targets link to admitted publications; unresolved targets remain external evidence.
Icelandic Inland wetlands: characteristics and extent of draining
10.1007/s13157-016-0784-1 · 2016 · External reference
Wetland heterogeneity determines methane emissions: a pan-arctic synthesis
10.1021/acs.est.1c01616 · 2021 · External reference
Encyclopedia of lakes and reservoirs
10.1007/978-1-4020-4410-6 · 2012 · External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
Unresolved reference
External reference
Do beaver ponds increase methane emissions along Arctic tundra streams?
10.1088/1748-9326/acde8e · 2023 · External reference
Unresolved reference
1979 · External reference
Wetland hydrological dynamics and methane emissions
10.1038/s43247-024-01635-w · 2024 · External reference
Unresolved reference
1996 · External reference
Unresolved reference
2025 · External reference
Wetlands across Alaska: statewide wetland map and assessment of rare wetland ecosystems
2018 · External reference
Impacts of ignorance on the accuracy of image classification and thematic mapping
10.1016/j.rse.2021.112367 · 2021 · External reference
Unresolved reference
1995 · External reference
Counteractions between biotic and abiotic factors on methane dynamics in a boreal peatland: vegetation composition change vs warming and nitrogen deposition
10.1016/j.geoderma.2021.115074 · 2021 · External reference
Google Earth Engine: Planetary-scale geospatial analysis for everyone
10.1016/j.rse.2017.06.031 · 2017 · External reference
Recent lateral expansion of sphagnum bogs over central Fen areas of boreal aapa mire complexes
10.1007/s10021-021-00726-5 · 2022 · External reference
The ERA5 global reanalysis
10.1002/qj.3803 · 2020 · External reference
Impacts of permafrost degradation on infrastructure
10.1038/s43017-021-00247-8 · 2022 · External reference
Opening the Black-box: a systematic review on explainable AI in remote sensing
10.1109/mgrs.2024.3467001 · 2024 · External reference
Unresolved reference
2021 · External reference
Spatial dependence between training and test sets: another pitfall of classification accuracy assessment in remote sensing
10.1007/s10994-021-05972-1 · 2022 · External reference
Mapping the vulnerability of Arctic wetlands to global warming
10.1029/2020ef001858 · 2021 · External reference
Ongoing fen–bog transition in a boreal aapa mire inferred from repeated field sampling, aerial images, and landsat data
10.1007/s10021-021-00708-7 · 2022 · External reference
A closer look at the effects of Lake Area, aquatic vegetation, and double‐counted wetlands on pan‐arctic Lake methane emissions estimates
10.1029/2023gl104825 · 2023 · External reference
The importance of Lake emergent aquatic vegetation for estimating arctic‐boreal methane emissions
10.1029/2021jg006635 · 2022 · External reference
Towards an increasingly biased view on Arctic change
10.1038/s41558-023-01903-1 · 2024 · External reference
An automatic classification method with weak supervision for large-scale wetland mapping in transboundary (Irtysh river) basin using sentinel 1/2 imageries
10.1016/j.jenvman.2025.124969 · 2025 · External reference
The third generation of Pan-Canadian wetland map at 10 m resolution using multisource Earth observation data on cloud computing platform
10.1109/jstars.2021.3105645 · 2021 · External reference
The second generation Canadian wetland inventory map at 10 meters resolution using Google Earth engine
2020 · External reference
Big data for a big country: the first generation of Canadian wetland inventory map at a spatial resolution of 10-m using Sentinel-1 and Sentinel-2 data on the google Earth engine cloud computing platform
10.1080/07038992.2019.1711366 · 2020 · External reference
Random forest wetland classification using ALOS-2 L-band, RADARSAT-2 C-band, and TerraSAR-X imagery
10.1016/j.isprsjprs.2017.05.010 · 2017 · External reference
CVTNet: a fusion of convolutional neural networks and vision transformer for wetland mapping using Sentinel-1 and Sentinel-2 satellite data
10.3390/rs16132427 · 2024 · External reference
A novel spatio-temporal vision transformer model for improving wetland mapping using multi-seasonal sentinel data
2025 · External reference
Leveraging google earth engine cloud computing for large-scale arctic wetland mapping
2023 · External reference
A desktop-based methodology for collecting wetland reference data over inaccessible Arctic Landscapes
2022 · External reference
Unresolved reference
1997 · External reference
Unresolved reference
2024 · External reference
From haymaking to wood production: past use of mires in Northern Sweden affect Current ecosystem services and function. Rural landsc
2021 · External reference
The Boreal–Arctic Wetland and Lake Dataset (BAWLD)
10.5194/essd-13-5127-2021 · 2021 · External reference
Vulnerability of Arctic-Boreal methane emissions to climate change
10.3389/fenvs.2024.1460155 · 2024 · External reference
A roadmap for high-resolution satellite soil moisture applications – confronting product characteristics with user requirements
10.1016/j.rse.2020.112162 · 2021 · External reference
Trends in satellite Earth observation for Permafrost related Analyses—A review
10.3390/rs13061217 · 2021 · External reference
Yukon-Kuskokwim Delta: Yukon River Basin, Alaska (USA)
2016 · External reference
Palsasoiden levinneisyys, rakennetyypit ja tila Suomessa 2010-luvulla
2022 · External reference
Recent and future hydrological trends of aapa mires across the boreal climate gradient
10.1016/j.jhydrol.2022.129022 · 2023 · External reference
On the calculation of the topographic wetness index: evaluation of different methods based on field observations
10.5194/hess-10-101-2006 · 2006 · External reference
Inventory: wetland inventory (VMI) in Sweden
2019 · External reference
Unresolved reference
1979 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2017 · External reference
MERIT hydro: a high‐resolution global hydrography map based on latest topography dataset
10.1029/2019wr024873 · 2019 · External reference
Boreal–Arctic wetland methane emissions modulated by warming and vegetation activity
2024 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Advancements and opportunities to improve bottom–up estimates of global wetland methane emissions
10.1088/1748-9326/adad02 · 2025 · External reference
