Abstract: The bedrock topography of Alberta is the surface of the top of Upper Cretaceous and Paleogene bedrock, and reveals geomorphic features created by Paleogene to Recent river systems and Quaternary glaciation. This grid is a computer-generated geostatistical model of the bedrock topography of Alberta using previously published information from Alberta Geological Survey (AGS) maps and reports, as well as new data. The quality of this data has been assessed and then a quality-weighting approach was applied to the dataset prior to interpolation. The surface was modelled using a 500m x 500m grid cell spacing, and as such should not be used for local scale studies. This grid represents the surface portrayed in AGS Map 602, Bedrock Topography of Alberta, and this grid will continue to be updated as part of the Alberta Geological Framework project. Explanatory notes, references, and data sources appear on a supplementary page to accompany Map 602. These notes describe the distribution of physiographic terrain elements of the bedrock surface across Alberta, and the data sources and geostatistical methods used to interpolate this surface.
Metadata: 
  File identifier: 
      DIG_2016_0039.xml
  Language: 
      eng; CAN
  Character set: 
    Character set code: 
      utf8
  Hierarchy level: 
    Scope code: 
      dataset
  Metadata author: 
    Responsible party: 
      Organisation name: 
          Alberta Geological Survey
      Position name: 
          AGS Information Manager
      Contact info: 
        Contact: 
          Phone: 
            Telephone: 
              Voice: 
                  (780) 638-4491
              Facsimile: 
                  (780) 422-1459
          Address: 
            Address: 
              Delivery point: 
                  Alberta Energy Regulator
              Delivery point: 
                  4th Floor, Twin Atria Building
              Delivery point: 
                  4999-98 Avenue NW
              City: 
                  Edmonton
              Administrative area: 
                  Alberta
              Postal code: 
                  T6B 2X3
              Country: 
                  Canada
              Electronic mail address: 
                  AGS-Info@aer.ca
          Hours of service: 
              8:00 a.m. to 12:00 p.m. and 1:00 p.m. to 4:30 p.m.
      Role: 
        Role code: 
          pointOfContact
  Date stamp: 

      2016-08-23
  Metadata standard name: 
      North American Profile of ISO 19115:2003 - Geographic information - Metadata (NAP-Metadata)
  Metadata standard version: 
      ISO 19115-1.1
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Spatial representation info:

Grid spatial representation: Number of dimensions: 3 Cell geometry: Cell geometry code: area Transformation parameter availability: unknown
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Reference system info:

Reference system:
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Reference system info:

Reference system: Reference system identifier: RS Identifier: Code: EPSG:3400 Code Space: http://www.epsg-registry.org/ Version: 8.4.1
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Reference system info:

xlink: https://www.ngdc.noaa.gov/docucomp/65f8b220-95ed-11e0-aa80-0800200c9a66 title: North American Datum 1983
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Reference system info:

xlink: https://www.ngdc.noaa.gov/docucomp/c3895520-95ed-11e0-aa80-0800200c9a66 title: Geodetic Reference System 1980
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Identification info:

Data identification: Citation: Citation: Title: Bedrock Topography of Alberta (gridded data, ASCII format) Date: Date: Date: 2016-06-01 Date type: Date type code: publication Cited responsible party: Responsible party: Organisation name: Alberta Energy Regulator Role: Role code: originator Cited responsible party: Responsible party: Organisation name: Alberta Geological Survey Role: Role code: originator Cited responsible party: Responsible party: Organisation name: MacCormack, K.E. Role: Role code: originator Cited responsible party: Responsible party: Organisation name: Lyster, S. Role: Role code: originator Cited responsible party: Responsible party: Organisation name: Atkinson, N. Role: Role code: originator Cited responsible party: Responsible party: Organisation name: Alberta Geological Survey Contact info: Contact: Address: Address: City: Edmonton Administrative area: Alberta, Canada Role: Role code: publisher Presentation form: Presentation form code: mapDigital Series: Series: Name: Digital Data Issue identification: DIG 2016-0039 Abstract: The bedrock topography of Alberta is the surface of the top of Upper Cretaceous and Paleogene bedrock, and reveals geomorphic features created by Paleogene to Recent river systems and Quaternary glaciation. This grid is a computer-generated geostatistical model of the bedrock topography of Alberta using previously published information from Alberta Geological Survey (AGS) maps and reports, as well as new data. The quality of this data has been assessed and then a quality-weighting approach was applied to the dataset prior to interpolation. The surface was modelled using a 500m x 500m grid cell spacing, and as such should not be used for local scale studies. This grid represents the surface portrayed in AGS Map 602, Bedrock Topography of Alberta, and this grid will continue to be updated as part of the Alberta Geological Framework project. Explanatory notes, references, and data sources appear on a supplementary page to accompany Map 602. These notes describe the distribution of physiographic terrain elements of the bedrock surface across Alberta, and the data sources and geostatistical methods used to interpolate this surface. Purpose: To provide a provincial wide 2.5D grid of the bedrock topography surface providing an update to previous reconstructions of the bedrock topography of Alberta using geostatistical modelling with a data quality-weighted approach. Status: Progress code: completed Point of contact: Responsible party: Organisation name: Alberta Geological Survey Position name: AGS Information Manager Contact info: Contact: Phone: Telephone: Voice: (780) 638-4491 Facsimile: (780) 422-1459 Address: Address: Delivery point: Alberta Energy Regulator Delivery point: 4th Floor, Twin Atria Building Delivery point: 4999-98 Avenue NW City: Edmonton Administrative area: Alberta Postal code: T6B 2X3 Country: Canada Electronic mail address: AGS-Info@aer.ca Hours of service: 8:00 a.m. to 12:00 p.m. and 1:00 p.m. to 4:30 p.m. Role: Role code: pointOfContact Resource maintenance: Maintenance information: Maintenance and update frequency: Maintenance frequency code: unknown Descriptive keywords: Keywords: Keyword: bedrock Keyword: bedrock topography Keyword: buried valleys Keyword: geology Keyword: gis data Keyword: numerical modelling Keyword: preglacial drainage Keyword: preglacial topography Keyword: structural Keyword: subsurface Keyword: thalwegs Type: Keyword type code: theme Thesaurus name: Citation: Title: none Date: unknown Descriptive keywords: Keywords: Keyword: 72e Keyword: 72l Keyword: 72m Keyword: 73d Keyword: 73e Keyword: 73l Keyword: 73m Keyword: 74d Keyword: 74e Keyword: 74l Keyword: 74m Keyword: 82g Keyword: 82h Keyword: 82i Keyword: 82j Keyword: 82n Keyword: 82o Keyword: 82p Keyword: 83a Keyword: 83b Keyword: 83c Keyword: 83d Keyword: 83e Keyword: 83f Keyword: 83g Keyword: 83h Keyword: 83i Keyword: 83j Keyword: 83k Keyword: 83l Keyword: 83m Keyword: 83n Keyword: 83o Keyword: 83p Keyword: 84a Keyword: 84b Keyword: 84c Keyword: 84d Keyword: 84e Keyword: 84f Keyword: 84g Keyword: 84h Keyword: 84i Keyword: 84j Keyword: 84k Keyword: 84l Keyword: 84m Keyword: 84n Keyword: 84o Keyword: 84p Keyword: alberta Keyword: canada Type: Keyword type code: place Thesaurus name: Citation: Title: none Date: unknown Resource constraints: Legal constraints: Access constraints: Restriction code: otherRestrictions Use constraints: Restriction code: otherRestrictions Other constraints: Access Constraints: Public Use Constraints: Acknowledgement of the Alberta Energy Regulator/Alberta Geological Survey as the originator/source of this information is required as described in the Open Government License - Alberta. Distribution Liability: The Alberta Energy Regulator/Alberta Geological Survey (AER/AGS) licenses this information under the Open Government License - Alberta. Any references to proprietary software in our documentation, and/or any use of proprietary data formats in our releases, do not constitute endorsement by the AER/AGS of any manufacturer's product. Aggregation Info: AggregateInformation: Aggregate Data Set Name: Citation: Title: Bedrock Topography of Alberta Date: Date: Date: 2015-01-01 Date type: Date type code: publication Cited responsible party: Responsible party: Organisation name: Alberta Energy Regulator Role: Role code: originator Cited responsible party: Responsible party: Organisation name: Alberta Geological Survey Role: Role code: originator Cited responsible party: Responsible party: Organisation name: MacCormack, K.E. Role: Role code: originator Cited responsible party: Responsible party: Organisation name: Atkinson, N. Role: Role code: originator Cited responsible party: Responsible party: Organisation name: Lyster, S. Role: Role code: originator Cited responsible party: Responsible party: Organisation name: Alberta Geological Survey Contact info: Contact: Address: Address: City: Edmonton Administrative area: Alberta, Canada Online Resource: Online Resource: Linkage: URL: http://www.ags.aer.ca Role: Role code: publisher Presentation form: Presentation form code: mapDigital Series: Series: Name: Map Issue identification: MAP 602 Other citation details: Scale 1:1000000. ISBN: 978-1-4601-0121-6 Association Type: Association type code: crossReference Aggregation Info: AggregateInformation: Aggregate Data Set Name: Citation: Title: Pick Elevations for the Bedrock Topography of the Alberta Plains (tabular data, tab delimited format) Date: Date: Date: 2016-06-01 Date type: Date type code: publication Cited responsible party: Responsible party: Organisation name: Alberta Energy Regulator Role: Role code: originator Cited responsible party: Responsible party: Organisation name: Alberta Geological Survey Role: Role code: originator Cited responsible party: Responsible party: Organisation name: Lyster, S. Role: Role code: originator Cited responsible party: Responsible party: Organisation name: MacCormack, K.E. Role: Role code: originator Cited responsible party: Responsible party: Organisation name: Atkinson, N. Role: Role code: originator Cited responsible party: Responsible party: Organisation name: Alberta Geological Survey Contact info: Contact: Address: Address: City: Edmonton Administrative area: Alberta, Canada Online Resource: Online Resource: Linkage: URL: http://www.ags.aer.ca Role: Role code: publisher Presentation form: Presentation form code: tableDigital Series: Series: Name: Digital Data Issue identification: DIG 2016-0038 Other citation details: Association Type: Association type code: crossReference Spatial representation type: Spatial representation type code: grid Language: eng; CAN Topic category: Topic category code: geoscientificInformation Extent: Extent: Geographic element: Geographic bounding box: West bound longitude: -120 East bound longitude: -110 South bound latitude: 49 North bound latitude: 60 Temporal element: Temporal extent: Extent: Time instant: Description: ground condition Time position: 2015-01-01 Supplemental Information: Language: In English;
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Content info:

Feature catalogue description: Included with dataset: false Feature catalogue citation: Citation: Title: Entity and Attribute Information Date: Other citation details: Attributes represent the interpolated elevation of the bedrock subcrop in Alberta.
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DISTRIBUTION INFO:

Distribution: Distributor: Distributor: Distributor contact: Responsible party: Organisation name: Alberta Geological Survey Position name: AGS Information Manager Contact info: Contact: Phone: Telephone: Voice: (780) 638-4491 Facsimile: (780) 422-1459 Address: Address: Delivery point: Alberta Energy Regulator Delivery point: 4th Floor, Twin Atria Building Delivery point: 4999-98 Avenue NW City: Edmonton Administrative area: Alberta Postal code: T6B 2X3 Country: Canada Electronic mail address: AGS-Info@aer.ca Hours of service: 8:00 a.m. to 12:00 p.m. and 1:00 p.m. to 4:30 p.m. Role: Role code: distributor Transfer options: Digital transfer options: Online: Online Resource: Linkage: URL: https://static.ags.aer.ca/files/document/DIG/DIG_2016_0039.zip Name: Gridded Data
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Data quality info:

Data quality: Scope: Scope: Hierarchy level: Scope code: dataset Report: Absolute external positional accuracy: Name of measure: Horizontal Positional Accuracy Measure description: Evaluation method description: We estimate the recorded well locations are within a 10m radius of their actual locations. The cells of this grid are 500m on each side, so any horizontal positional error will have little impact on the accuracy of the grid, considering this is a provincial scale grid and not intended for local scale studies. Result: Quantitative result: Value unit: Base unit: Identifier: Units system: xlink: http://www.bipm.org/en/si/ Value: Report: Absolute external positional accuracy: Name of measure: Vertical Positional Accuracy Measure description: Evaluation method description: The vertical positional error in the bedrock topography grid is a function of the quality of the pick set, including data density, the surface complexity (i.e. topographic variability), and the removal of points from the pick set that are identified as outliers. The occurrence of errors has been mitigated by evaluating the quality of the data, applying a quality filter, and then geostatistically evaluating the data points to identify and remove outliers. Result: Quantitative result: Value unit: Base unit: Identifier: Units system: xlink: http://www.bipm.org/en/si/ Value: Report: Completeness commission: Result: unknown Report: Completeness omission: Evaluation method description: Geostatistical techniques were used to identify outlier data points which were excluded from the modelling process. All high quality data were used to model the bedrock topography surface, however some data points were removed prior to interpolation during the quality-weighting process. Result: unknown Report: Conceptual consistency: Measure description: The grid was exported as a continuous surface in ArcGIS ASCII grid format. The grid cell spacing is 500m by 500m, and any grid cells with a null value have been assigned the value -9999. Result: unknown Report: Non quantitative attribute accuracy: Measure description: A stratigraphic pick in a well is a point defined in three dimensions (X, Y and Z).The accuracy of the pick, either in measured depth from the kelly bushing (KB), or with respect to sea level, is difficult to quantify. Sources of error include: - incorrectly recorded well surface or bottom hole location, which results in an error in either X, Y, or both. - incorrectly recorded ground or KB elevation, which results in an error in the Z dimension. - incorrect stratigraphic top pick elevation values, or an incorrectly identified formation result in error in the Z dimension. - errors in data entry or data transfer, resulting in errors in X, Y and/or Z values. Any errors in the initial data points were reduced in the final data set by geostatistical evaluation to identify and remove outliers. Result: inapplicable Lineage: Lineage: Statement: Geostatistical techniques were used to identify outlier data points which were excluded from the modelling process. All high quality data were used to model the bedrock topography surface, however some data points were removed prior to interpolation during the quality-weighting process. Process step: Process step: Description: Step 1: (Input) The grid representing the elevation at which the uppermost bedrock unit was encountered and was modelled using pick data compiled from a variety of data sources. These data were considered to be of variable quality depending on the source from which they were acquired, and were quality-weighted during interpolation of the bedrock topography surface. This was accomplished by spatially filtering the data based on data quality. The medium quality data were filtered to remove all data from this subset that were within 1000m (2 grid cells) of any high quality data point. The low quality data were filtered to remove any data that was within 2500m (5 grid cells) of any high or medium quality data point. The quality filtered dataset data were assigned a quality code of high, medium, or low, and this information is included in the data table for the point dataset. For areas where there was no bedrock top pick available within 10 kilometers, a control point was inserted to help constrain the surface during interpolation. For additional information on the data used to model the bedrock topography, please see page 2 of AGS Map 602. Step 2: (Modelling the surface) A regional trend surface was modelled from the data points and removed prior to interpolation. An ordinary kriging algorithm was then used in the ArcMap Geostatistical Analyst extension to interpolate the residual elevation values and create a grid of the bedrock topography surface. The following Method Report and Prediction Errors provide information about the parameters used to create the grid, and any errors associated with the gridding process. Method Report: Method: Kriging
                     Type: Ordinary
                     Output type: Prediction
                     Variogram: Semivariogram
                     Number of lags: 14
                     Lag size: 900
                     Nugget: 0.8
                     Measurement error percentage: %100
                     Model type: Spherical
                     Range: 9,500
                     Anisotropy: Yes
                     Minor range: 6,000
                     Direction: 27
                     Partial sill: 634
Prediction Errors:
                     Total points: 174980
                     Mean: 0.02
                     Root mean square error: 7.41
                     Mean standardized: 0.00015
                     Root mean square error, standardized: 1.02
                     Average standard error: 9.93
Step 3: (Creating the grid) The regional trend was added back to the residual elevation values to create the final geostatistical layer. The layer file was then extrapolated to cover the full extent of the province and then converted into an ArcGIS ASCII grid file. Date and time: 2015-01-01T00:00:00
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Metadata constraints:

Legal constraints: Access constraints: Restriction code: otherRestrictions Use constraints: Restriction code: otherRestrictions Other constraints: Metadata Access Constraints: none Metadata Use Constraints: none
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Metadata maintenance:

Maintenance information: Maintenance and update frequency: unknown Maintenance note: This metadata was automatically generated from the FGDC Content Standard for Digital Geospatial Metadatastandard version FGDC-STD-001-1998 using the January 2013 version of the FGDC CSDGM to ISO 19115-2 transform. Metadata author: Responsible party: Organisation name: Alberta Geological Survey Position name: AGS Information Manager Contact info: Contact: Phone: Telephone: Voice: (780) 638-4491 Facsimile: (780) 422-1459 Address: Address: Delivery point: Alberta Energy Regulator Delivery point: 4th Floor, Twin Atria Building Delivery point: 4999-98 Avenue NW City: Edmonton Administrative area: Alberta Postal code: T6B 2X3 Country: Canada Electronic mail address: AGS-Info@aer.ca Hours of service: 8:00 a.m. to 12:00 p.m. and 1:00 p.m. to 4:30 p.m. Role: Role code: custodian
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