N: 65.1494 S: 58.5141 E: -109.463 W: -123.036
Description
This dataset provides an ecosystem type map at 12.5 meter pixel spacing and 0.2 ha minimum mapping unit for the area surrounding Great Slave Lake, Northwest Territories, Canada for the time period 1997 to 2011. The map includes nine classes for peatland, wetland, and upland areas derived from a Random Forest classification trained on multi-date, multi-sensor remote sensing images across the study extent, and using field data and high-resolution Worldview-2 image interpretation for training and validation. The nine classes are: Water, Marsh, Swamp, Open Fen, Treed Fen, Bog, Upland Deciduous, Upland Conifer, and Sparsely Vegetated. A tenth map class identifies areas of historical fires (prior to 2011) that are currently undergoing post-fire successional revegetation. This dataset provides an ecosystem type map of the area before the large fire season of 2014 to better understand the effects of fires in the area.
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Citation
Citation is critically important for dataset documentation and discovery. This dataset is openly shared, without restriction, in accordance with the EOSDIS Data Use and Citation Guidance.
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Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Assessing Surface Water Dynamics of Wetlands in Reclaimed Mining Areas | Biederstadt, Erik, Samavati, Faramarz F., Porter, Hannah, Gillis, Elizabeth, Ciborowski, Jan J. H. | Land Use/Land Cover Classification, Dominant Species | |
| A Bi-Temporal Airborne Lidar Shrub-to-Tree Aboveground Biomass Model for | Flade, Linda, Hopkinson, Chris, Chasmer, Laura | Land Use/Land Cover Classification, Dominant Species | |
| The ABoVE L-band and P-band airborne synthetic aperture radar surveys | Miller, Charles E., Griffith, Peter C., Hoy, Elizabeth, Pinto, Naiara S., Lou, Yunling, Hensley, Scott, Chapman, Bruce D., Baltzer, Jennifer, Bakian-Dogaheh, Kazem, Bolton, W. Robert, Bourgeau-Chavez, Laura, Chen, Richard H., Choe, Byung-Hun, Clayton, Leah K., Douglas, Thomas A., French, Nancy, Holloway, Jean E., Hong, Gang, Huang, Lingcao, Iwahana, Go, Jenkins, Liza, Kimball, John S., Loboda, Tatiana, Mack, Michelle, Marsh, Philip, Michaelides, Roger J., Moghaddam, Mahta, Parsekian, Andrew, Schaefer, Kevin, Siqueira, Paul R., Singh, Debjani, Tabatabaeenejad, Alireza, Turetsky, Merritt, Touzi, Ridha, Wig, Elizabeth, Wilson, Cathy J., Wilson, Paul, Wullschleger, Stan D., Yi, Yonghong, Zebker, Howard A., Zhang, Yu, Zhao, Yuhuan, Goetz, Scott J. | Burned Area, Vegetation Species, Forests, Fire Occurrence, Soil Classification, Tree Rings, Soil Depth, Carbon, Topographic Effects, Terrain Elevation, Dew Point Temperature, Alpine/Tundra, Humidity, Active Layer, Soil Moisture/Water Content, Wind Speed, Wildfires, Vegetation Cover, Soil Temperature, Wind Direction, Land Use/Land Cover Classification, Dominant Species, Sensor Counts, Litter Characteristics, Organic Matter, Surface Roughness, Forest Fire Science, Biomass, Emissions, Lakes/Reservoirs, Rivers/Streams, Radar Backscatter, RADAR IMAGERY, Soil Texture, Cation Exchange Capacity, Soil Bulk Density, Soil Porosity, Permafrost, Aerosol Particle Properties, Atmospheric Carbon Dioxide, Trace Gases/Trace Species, Flight Data Logs, SIGMA NAUGHT, VISIBLE IMAGERY, Rivers/Stream, Infrared Imagery, Lake/Pond, Surface Water Features | |
| MultiSource Mapping of Peatland Types Using Sentinel1, Sentinel2, and Terrain DerivativesA Comparison Between Five HighLatitude Landscapes | Karlson, Martin, Bastviken, David | Vegetation Cover, Land Use/Land Cover Classification, Vegetation Species, Dominant Species, Landscape Ecology, Terrain Elevation, Glacial Landforms, Surface Water Features, Normalized Difference Vegetation Index (NDVI) | |
| Advances in amazonian peatland discrimination with multi-temporal PALSAR Refines estimates of Peatland distribution, C stocks and deforestation | Bourgeau-Chavez, Laura L., Grelik, Sarah L., Battaglia, Michael J., Leisman, Dorthea J., Chimner, Rod A., Hribljan, John A., Lilleskov, Erik A., Draper, Freddie C., Zutta, Brian R., Hergoualch, Kristell, Bhomia, Rupesh K., Lahteenoja, Outi | Land Use/Land Cover Classification, Dominant Species | |
| The Importance of Lake Emergent Aquatic Vegetation for Estimating ArcticBoreal Methane Emissions | Kyzivat, Ethan D., Smith, Laurence C., GarciaTigreros, Fenix, Huang, Chang, Wang, Chao, Langhorst, Theodore, Fayne, Jessica V., Harlan, Merritt E., Ishitsuka, Yuta, Feng, Dongmei, Dolan, Wayana, Pitcher, Lincoln H, Wickland, Kimberly P., Dornblaser, Mark M., Striegl, Robert G., Pavelsky, Tamlin M., Butman, David E., Gleason, Colin J. | Land Use/Land Cover Classification, Dominant Species, Wetlands, Wetlands, VISIBLE IMAGERY, Rivers/Stream, Infrared Imagery, Lake/Pond, Surface Water Features, Forests, Vegetation Cover, Alpine/Tundra, Reflectance | |
| Tracking transient boreal wetland inundation with Sentinel-1 SAR: Peace-Athabasca Delta, Alberta and Yukon Flats, Alaska | Huang, Chang, Smith, Laurence C., Kyzivat, Ethan D., Fayne, Jessica V., Ming, Yisen, Spence, Christopher | Land Use/Land Cover Classification, Dominant Species, Wetlands, Wetlands, Inundation | |
| Quantifying surface severity of the 2014 and 2015 fires in the Great Slave Lake area of Canada | French, Nancy H. F., Graham, Jeremy, Whitman, Ellen, Bourgeau-Chavez, Laura L. | Land Use/Land Cover Classification, Dominant Species, Soil Temperature, Fire Occurrence, Vegetation Cover, Soil Moisture/Water Content, Biomass, Plant Characteristics |