Articles | Volume 13, issue 11
https://doi.org/10.5194/essd-13-5127-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-13-5127-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Data description paper
| 
05 Nov 2021
Data description paper |
| 05 Nov 2021
| 05 Nov 2021
The Boreal–Arctic Wetland and Lake Dataset (BAWLD)
Department of Renewable Resources, University of Alberta, Edmonton,
AB, T6G 2G7, Canada
Mikael Hovemyr
Department of Physical Geography, Stockholm University, 10691
Stockholm, Sweden
McKenzie A. Kuhn
Department of Renewable Resources, University of Alberta, Edmonton,
AB, T6G 2G7, Canada
David Bastviken
Department of Thematic Studies – Environmental Change,
Linköping University, 58183 Linköping, Sweden
Theodore J. Bohn
WattIQ, 400 Oyster Point Blvd. Suite 414, South San Francisco, CA,
94080, USA
John Connolly
Department of Geography, School of Natural Sciences, Trinity
College Dublin, Dublin 2, Ireland
Patrick Crill
Department of Geological Sciences, Stockholm University, 10691
Stockholm, Sweden
Eugénie S. Euskirchen
Department of Biology and Wildlife, University of Alaska Fairbanks,
Fairbanks, AK 99775, USA
Institute of Arctic Biology, University of Alaska Fairbanks,
Fairbanks, AK 99775, USA
Sarah A. Finkelstein
Department of Earth Sciences, University of Toronto, Toronto, ON, M5S
3B1, Canada
Hélène Genet
Institute of Arctic Biology, University of Alaska Fairbanks,
Fairbanks, AK 99775, USA
Guido Grosse
Permafrost Research Section, Helmholtz Centre for Polar and Marine
Research, Alfred Wegener Institute, 14473 Potsdam, Germany
Institute of Geosciences, University of Potsdam, 14476 Potsdam,
Germany
Lorna I. Harris
Department of Renewable Resources, University of Alberta, Edmonton,
AB, T6G 2G7, Canada
Liam Heffernan
Department of Ecology and Genetics, Uppsala University, 752 36
Uppsala, Sweden
Manuel Helbig
Department of Physics and Atmospheric Science, Dalhousie University,
Halifax, NS, B3H 4R2, Canada
Gustaf Hugelius
Department of Physical Geography, Stockholm University, 10691
Stockholm, Sweden
Bolin Centre for Climate Research, Stockholm University, 10691
Stockholm, Sweden
Ryan Hutchins
Department of Earth and Environmental Sciences, University of
Waterloo, Waterloo, ON, N2L 3G1, Canada
Sari Juutinen
Ecosystems and Environment Research Program, University of Helsinki,
00014 Helsinki, Finland
Mark J. Lara
Department of Plant Biology, University of Illinois, Urbana, IL
61801, USA
Department of Geography, University of Illinois, Urbana, IL 61801,
USA
Avni Malhotra
Department of Earth System Science, Stanford University, Stanford,
CA 94305, USA
Kristen Manies
US Geological Survey, Menlo Park, CA, USA
A. David McGuire
Institute of Arctic Biology, University of Alaska Fairbanks,
Fairbanks, AK 99775, USA
Susan M. Natali
Woodwell Climate Research Center, Falmouth, MA 02540, USA
Jonathan A. O'Donnell
Arctic Network, National Park Service, Anchorage, AK 99501 USA
Frans-Jan W. Parmentier
Centre for Biogeochemistry in the Anthropocene, Department of
Geosciences, University of Oslo, 0315 Oslo, Norway
Department of Physical Geography and Ecosystem Science, Lund
University, 223 62 Lund, Sweden
Aleksi Räsänen
Ecosystems and Environment Research Programme, Faculty of Biological
and Environmental Sciences, University of Helsinki, 00014 Helsinki, Finland
Christina Schädel
Center for Ecosystem Science and Society, Northern Arizona
University, Flagstaff, AZ 86011, USA
Oliver Sonnentag
Département de Géographie, Université de Montréal,
Montréal, QC, Canada
Maria Strack
Department of Geography and Environmental Management, University of
Waterloo, Waterloo, ON, N2L 3G1, Canada
Suzanne E. Tank
Department of Biological Sciences, University of Alberta, Edmonton,
AB, T6G 2E9, Canada
Claire Treat
Permafrost Research Section, Helmholtz Centre for Polar and Marine
Research, Alfred Wegener Institute, 14473 Potsdam, Germany
Ruth K. Varner
Department of Physical Geography, Stockholm University, 10691
Stockholm, Sweden
Department of Earth Sciences and Institute for the Study of Earth,
Oceans and Space, University of New Hampshire, Durhan, NH 03824, USA
Tarmo Virtanen
Ecosystems and Environment Research Programme, Faculty of Biological
and Environmental Sciences, University of Helsinki, 00014 Helsinki, Finland
Rebecca K. Warren
National Boreal Program, Ducks Unlimited Canada, Edmonton, AB, T5S
0A2, Canada
Jennifer D. Watts
Woodwell Climate Research Center, Falmouth, MA 02540, USA
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Cited
47 citations as recorded by crossref.
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- Observed links between heatwaves and wildfires across Northern high latitudes D. Hegedűs et al. 10.1088/1748-9326/ad2b29
- Peatland Heterogeneity Impacts on Regional Carbon Flux and Its Radiative Effect Within a Boreal Landscape D. Kou et al. 10.1029/2021JG006774
- The unrecognized importance of carbon stocks and fluxes from swamps in Canada and the USA S. Davidson et al. 10.1088/1748-9326/ac63d5
- Recognizing the Shape and Size of Tundra Lakes in Synthetic Aperture Radar (SAR) Images Using Deep Learning Segmentation D. Demchev et al. 10.3390/rs15051298
- Environmental spaces for palsas and peat plateaus are disappearing at a circumpolar scale O. Leppiniemi et al. 10.5194/tc-17-3157-2023
- Multi-decadal degradation and fragmentation of palsas and peat plateaus in coastal Labrador, northeastern Canada Y. Wang et al. 10.1088/1748-9326/ad0138
- Gridded maps of wetlands dynamics over mid-low latitudes for 1980–2020 based on TOPMODEL Y. Xi et al. 10.1038/s41597-022-01460-w
- Diminishing lake area across the northern permafrost zone E. Webb & A. Liljedahl 10.1038/s41561-023-01128-z
- High-Resolution Estimation of Methane Emissions from Boreal and Pan-Arctic Wetlands Using Advanced Satellite Data Y. Albuhaisi et al. 10.3390/rs15133433
- A trained Mask R-CNN model over PlanetScope imagery for very-high resolution surface water mapping in boreal forest-tundra P. Freitas et al. 10.1016/j.rse.2024.114047
- Significant underestimation of peatland permafrost along the Labrador Sea coastline in northern Canada Y. Wang et al. 10.5194/tc-17-63-2023
- Controls on methylmercury concentrations in lakes and streams of peatland‐rich catchments along a 1700 km permafrost gradient L. Thompson et al. 10.1002/lno.12296
- A Spatially Detailed Projection of Environmental Conditions in the Arctic Initiated by Climate Change A. Kislov et al. 10.3390/atmos14061003
- Recent Advances and Challenges in Monitoring and Modeling Non-Growing Season Carbon Dioxide Fluxes from the Arctic Boreal Zone K. Arndt et al. 10.1007/s40641-023-00190-4
- BAWLD-CH<sub>4</sub>: a comprehensive dataset of methane fluxes from boreal and arctic ecosystems M. Kuhn et al. 10.5194/essd-13-5151-2021
- Mapping global non-floodplain wetlands C. Lane et al. 10.5194/essd-15-2927-2023
- Arctic soil methane sink increases with drier conditions and higher ecosystem respiration C. Voigt et al. 10.1038/s41558-023-01785-3
- Nitrous Oxide Fluxes in Permafrost Peatlands Remain Negligible After Wildfire and Thermokarst Disturbance C. Schulze et al. 10.1029/2022JG007322
- Treatment wetlands of the far north R. Kadlec & K. Johnson 10.1016/j.ecoleng.2023.106923
- Biogeochemical Distinctiveness of Peatland Ponds, Thermokarst Waterbodies, and Lakes J. Arsenault et al. 10.1029/2021GL097492
- Vegetation shadow casts impact remotely sensed reflectance from permafrost thaw ponds in the subarctic forest-tundra zone P. Freitas et al. 10.1007/s12665-022-10640-1
- Scaling waterbody carbon dioxide and methane fluxes in the arctic using an integrated terrestrial-aquatic approach S. Ludwig et al. 10.1088/1748-9326/acd467
- Using High‐Resolution Satellite Imagery and Deep Learning to Track Dynamic Seasonality in Small Water Bodies A. Mullen et al. 10.1029/2022GL102327
- Geospatial Analysis of Alaskan Lakes Indicates Wetland Fraction and Surface Water Area Are Useful Predictors of Methane Ebullition M. Savignano et al. 10.1080/24694452.2023.2277817
- The Importance of Lake Emergent Aquatic Vegetation for Estimating Arctic‐Boreal Methane Emissions E. Kyzivat et al. 10.1029/2021JG006635
- Optical signatures of dissolved organic matter in the Siberian Rivers during summer season I. Pipko et al. 10.1016/j.jhydrol.2023.129468
- The Boreal–Arctic Wetland and Lake Dataset (BAWLD) D. Olefeldt et al. 10.5194/essd-13-5127-2021
- Permafrost thaw drives surface water decline across lake-rich regions of the Arctic E. Webb et al. 10.1038/s41558-022-01455-w
- Species Abundance Modelling of Arctic-Boreal Zone Ducks Informed by Satellite Remote Sensing M. Merchant et al. 10.3390/rs16071175
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- Sensitivity of Arctic CH4 emissions to landscape wetness diminished by atmospheric feedbacks P. de Vrese et al. 10.1038/s41558-023-01715-3
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- Peatlands and their carbon dynamics in northern high latitudes from 1990 to 2300: a process-based biogeochemistry model analysis B. Zhao & Q. Zhuang 10.5194/bg-20-251-2023
- Leveraging google earth engine cloud computing for large-scale arctic wetland mapping M. Merchant et al. 10.1016/j.jag.2023.103589
- Quantifying Spatial Heterogeneities of Surface Heat Budget and Methane Emissions over West-Siberian Peatland: Highlights from the Mukhrino 2022 Campaign D. Chechin et al. 10.3390/f15010102
- Variation in carbon and nitrogen concentrations among peatland categories at the global scale S. Watmough et al. 10.1371/journal.pone.0275149
- Multi‐Source Mapping of Peatland Types Using Sentinel‐1, Sentinel‐2, and Terrain Derivatives—A Comparison Between Five High‐Latitude Landscapes M. Karlson & D. Bastviken 10.1029/2022JG007195
- Modeling Carbon Accumulation and Permafrost Dynamics of Northern Peatlands Since the Holocene B. Zhao et al. 10.1029/2022JG007009
- Areal extent of vegetative cover: A challenge to regional upscaling of methane emissions J. Melack & L. Hess 10.1016/j.aquabot.2022.103592
- Environmental and Seasonal Variability of High Latitude Methane Emissions Based on Earth Observation Data and Atmospheric Inverse Modelling A. Erkkilä et al. 10.3390/rs15245719
- Earth system models must include permafrost carbon processes C. Schädel et al. 10.1038/s41558-023-01909-9
- Boreal–Arctic wetland methane emissions modulated by warming and vegetation activity K. Yuan et al. 10.1038/s41558-024-01933-3
- A Closer Look at the Effects of Lake Area, Aquatic Vegetation, and Double‐Counted Wetlands on Pan‐Arctic Lake Methane Emissions Estimates E. Kyzivat & L. Smith 10.1029/2023GL104825
- High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra A. Virkkala et al. 10.5194/bg-21-335-2024
- Fine-Resolution Mapping of Pan-Arctic Lake Ice-Off Phenology Based on Dense Sentinel-2 Time Series Data C. Liu et al. 10.3390/rs13142742
- Opposing Effects of Climate and Permafrost Thaw on CH4 and CO2 Emissions From Northern Lakes M. Kuhn et al. 10.1029/2021AV000515
45 citations as recorded by crossref.
- Representation of soil hydrology in permafrost regions may explain large part of inter-model spread in simulated Arctic and subarctic climate P. de Vrese et al. 10.5194/tc-17-2095-2023
- Observed links between heatwaves and wildfires across Northern high latitudes D. Hegedűs et al. 10.1088/1748-9326/ad2b29
- Peatland Heterogeneity Impacts on Regional Carbon Flux and Its Radiative Effect Within a Boreal Landscape D. Kou et al. 10.1029/2021JG006774
- The unrecognized importance of carbon stocks and fluxes from swamps in Canada and the USA S. Davidson et al. 10.1088/1748-9326/ac63d5
- Recognizing the Shape and Size of Tundra Lakes in Synthetic Aperture Radar (SAR) Images Using Deep Learning Segmentation D. Demchev et al. 10.3390/rs15051298
- Environmental spaces for palsas and peat plateaus are disappearing at a circumpolar scale O. Leppiniemi et al. 10.5194/tc-17-3157-2023
- Multi-decadal degradation and fragmentation of palsas and peat plateaus in coastal Labrador, northeastern Canada Y. Wang et al. 10.1088/1748-9326/ad0138
- Gridded maps of wetlands dynamics over mid-low latitudes for 1980–2020 based on TOPMODEL Y. Xi et al. 10.1038/s41597-022-01460-w
- Diminishing lake area across the northern permafrost zone E. Webb & A. Liljedahl 10.1038/s41561-023-01128-z
- High-Resolution Estimation of Methane Emissions from Boreal and Pan-Arctic Wetlands Using Advanced Satellite Data Y. Albuhaisi et al. 10.3390/rs15133433
- A trained Mask R-CNN model over PlanetScope imagery for very-high resolution surface water mapping in boreal forest-tundra P. Freitas et al. 10.1016/j.rse.2024.114047
- Significant underestimation of peatland permafrost along the Labrador Sea coastline in northern Canada Y. Wang et al. 10.5194/tc-17-63-2023
- Controls on methylmercury concentrations in lakes and streams of peatland‐rich catchments along a 1700 km permafrost gradient L. Thompson et al. 10.1002/lno.12296
- A Spatially Detailed Projection of Environmental Conditions in the Arctic Initiated by Climate Change A. Kislov et al. 10.3390/atmos14061003
- Recent Advances and Challenges in Monitoring and Modeling Non-Growing Season Carbon Dioxide Fluxes from the Arctic Boreal Zone K. Arndt et al. 10.1007/s40641-023-00190-4
- BAWLD-CH<sub>4</sub>: a comprehensive dataset of methane fluxes from boreal and arctic ecosystems M. Kuhn et al. 10.5194/essd-13-5151-2021
- Mapping global non-floodplain wetlands C. Lane et al. 10.5194/essd-15-2927-2023
- Arctic soil methane sink increases with drier conditions and higher ecosystem respiration C. Voigt et al. 10.1038/s41558-023-01785-3
- Nitrous Oxide Fluxes in Permafrost Peatlands Remain Negligible After Wildfire and Thermokarst Disturbance C. Schulze et al. 10.1029/2022JG007322
- Treatment wetlands of the far north R. Kadlec & K. Johnson 10.1016/j.ecoleng.2023.106923
- Biogeochemical Distinctiveness of Peatland Ponds, Thermokarst Waterbodies, and Lakes J. Arsenault et al. 10.1029/2021GL097492
- Vegetation shadow casts impact remotely sensed reflectance from permafrost thaw ponds in the subarctic forest-tundra zone P. Freitas et al. 10.1007/s12665-022-10640-1
- Scaling waterbody carbon dioxide and methane fluxes in the arctic using an integrated terrestrial-aquatic approach S. Ludwig et al. 10.1088/1748-9326/acd467
- Using High‐Resolution Satellite Imagery and Deep Learning to Track Dynamic Seasonality in Small Water Bodies A. Mullen et al. 10.1029/2022GL102327
- Geospatial Analysis of Alaskan Lakes Indicates Wetland Fraction and Surface Water Area Are Useful Predictors of Methane Ebullition M. Savignano et al. 10.1080/24694452.2023.2277817
- The Importance of Lake Emergent Aquatic Vegetation for Estimating Arctic‐Boreal Methane Emissions E. Kyzivat et al. 10.1029/2021JG006635
- Optical signatures of dissolved organic matter in the Siberian Rivers during summer season I. Pipko et al. 10.1016/j.jhydrol.2023.129468
- The Boreal–Arctic Wetland and Lake Dataset (BAWLD) D. Olefeldt et al. 10.5194/essd-13-5127-2021
- Permafrost thaw drives surface water decline across lake-rich regions of the Arctic E. Webb et al. 10.1038/s41558-022-01455-w
- Species Abundance Modelling of Arctic-Boreal Zone Ducks Informed by Satellite Remote Sensing M. Merchant et al. 10.3390/rs16071175
- The importance of plants for methane emission at the ecosystem scale D. Bastviken et al. 10.1016/j.aquabot.2022.103596
- Sensitivity of Arctic CH4 emissions to landscape wetness diminished by atmospheric feedbacks P. de Vrese et al. 10.1038/s41558-023-01715-3
- A map of global peatland extent created using machine learning (Peat-ML) J. Melton et al. 10.5194/gmd-15-4709-2022
- Peatlands and their carbon dynamics in northern high latitudes from 1990 to 2300: a process-based biogeochemistry model analysis B. Zhao & Q. Zhuang 10.5194/bg-20-251-2023
- Leveraging google earth engine cloud computing for large-scale arctic wetland mapping M. Merchant et al. 10.1016/j.jag.2023.103589
- Quantifying Spatial Heterogeneities of Surface Heat Budget and Methane Emissions over West-Siberian Peatland: Highlights from the Mukhrino 2022 Campaign D. Chechin et al. 10.3390/f15010102
- Variation in carbon and nitrogen concentrations among peatland categories at the global scale S. Watmough et al. 10.1371/journal.pone.0275149
- Multi‐Source Mapping of Peatland Types Using Sentinel‐1, Sentinel‐2, and Terrain Derivatives—A Comparison Between Five High‐Latitude Landscapes M. Karlson & D. Bastviken 10.1029/2022JG007195
- Modeling Carbon Accumulation and Permafrost Dynamics of Northern Peatlands Since the Holocene B. Zhao et al. 10.1029/2022JG007009
- Areal extent of vegetative cover: A challenge to regional upscaling of methane emissions J. Melack & L. Hess 10.1016/j.aquabot.2022.103592
- Environmental and Seasonal Variability of High Latitude Methane Emissions Based on Earth Observation Data and Atmospheric Inverse Modelling A. Erkkilä et al. 10.3390/rs15245719
- Earth system models must include permafrost carbon processes C. Schädel et al. 10.1038/s41558-023-01909-9
- Boreal–Arctic wetland methane emissions modulated by warming and vegetation activity K. Yuan et al. 10.1038/s41558-024-01933-3
- A Closer Look at the Effects of Lake Area, Aquatic Vegetation, and Double‐Counted Wetlands on Pan‐Arctic Lake Methane Emissions Estimates E. Kyzivat & L. Smith 10.1029/2023GL104825
- High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra A. Virkkala et al. 10.5194/bg-21-335-2024
2 citations as recorded by crossref.
Discussed (final revised paper)
Latest update: 24 Apr 2024
Short summary
Wetlands, lakes, and rivers are important sources of the greenhouse gas methane to the atmosphere. To understand current and future methane emissions from northern regions, we need maps that show the extent and distribution of specific types of wetlands, lakes, and rivers. The Boreal–Arctic Wetland and Lake Dataset (BAWLD) provides maps of five wetland types, seven lake types, and three river types for northern regions and will improve our ability to predict future methane emissions.
Wetlands, lakes, and rivers are important sources of the greenhouse gas methane to the...
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