Snow Depth Measurements from Remotely Piloted Aerial Systems - Mt. Cain - 2018 - British Columbia - Canada

This dataset consists of 10cm spatial resolution raster snow depth maps from Mt. Cain BC, collected in 2018. The dataset also includes snow depth validation points. Raster and point cloud data are available by request.

We use Phantom 3 and 4 UAVs to map snow depth at 4 sites on Mt. Cain, BC. The imagery is processed with Pix4D and LASTools to create snow depth maps. The sites were mapped in winter, spring, and summer.

When imagery is captured with optimal lighting conditions (few or no clouds, bright sun), it is possible in open areas to create accurate ground models. Of the 50 transects (25 x 2 visits). The average absolute deviation for each transect was: 28% less than 10cm, 70% less than 30cm. The method is challenged when there are extensive trees, fresh snow, and when there is flat light. In these cases there can be errors in the order of several meters. The overall root-mean-square error (RMSE) ranged from 30-70cm, however this could be substantially improved by removing areas with trees and excessive noise.

Floyd, B., McInnes, W., Holmes, K., Cebulski, A., Dickinson, T., Butler, S., Heathfield, D. and Menounos, B. (2019). Application of UAVs to measure snowpack using structure from motion analysis over varying terrain and vegetation in Coastal British Columbia. [access date].

Access and Use

Licence: Creative Commons Attribution 4.0
Limitations: Appropriate credit must be given to Hakai Institute and the authors of the dataset.

Data and Resources

Citation

Keywords

Dataset extent

Map data © OpenStreetMap contributors

Metadata Reference Date(s) January 19, 2022 (Publication)
January 19, 2022 (Revision)
Dataset Reference Date(s) January 15, 2018 (Creation)
October 09, 2019 (Publication)
Frequency of Update As Needed

Responsible Party 1
Name
Hakai Geospatial Technology Team
Affiliation
Hakai Institute
Email
data@hakai.org
Role
  • Custodian
  • Owner
  • Point of Contact
  • Processor
Responsible Party 2
Name
Will McInnes
Affiliation
Hakai Institute
Role
  • Point of Contact
  • Processor
Responsible Party 3
Affiliation
Hakai Institute
Email
data@hakai.org
Role
  • Distributor
  • Resource Provider
Responsible Party 4
Affiliation
Hakai Research Institute
Email
data@hakai.org
Role
Distributor

Field Value
Ocean Variables Other
Scope Dataset
Status On Going
Topic Category oceans
Maintenance Note Generated from https://cioos-siooc.github.io/metadata-entry-form
Spatial Extent { "coordinates": [ [ [ -126.45157077, 50.17895647 ], [ -126.25015464, 50.17895647 ], [ -126.25015464, 50.29841121 ], [ -126.45157077, 50.29841121 ], [ -126.45157077, 50.17895647 ] ] ], "type": "Polygon" }
North Bounding Latitude 50.29841121
South Bounding Latitude 50.17895647
East Bounding Longitude -126.25015464
West Bounding Longitude -126.45157077
Temporal Extent
Begin
2018-01-15
End
2018-10-15
Vertical Extent
Min
500.0
Max
2200.0
Default Locale English