
Enhancing Geospatial Data Quality with DGGS Implementation and ESRI Data Reviewer Tools
Learn how the Alaska Division of Geological & Geophysical Surveys utilizes Data Reviewer Tools for quality control in geospatial data, including adhoc validation, rule-based checks, and future plans for data validation processes.
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Presentation Transcript
Quality Control of Geospatial Data Quality Control of Geospatial Data A review of DGGS s implementation of A review of DGGS s implementation of ESRI s Data Reviewer Tools ESRI s Data Reviewer Tools 04 Mar 2021 Mike Hendricks, Jennifer Athey, Patricia Ekberg, and Chris Wyatt Alaska Division of Geological & Geophysical Surveys 3354 College Rd, Fairbanks AK 99709
Agenda Why we started using Data Reviewer at DGGS What is Data Reviewer Adhoc Validation Demo AK DGGS Development Process & Procedures AK DGGS Current Rules List for Ak GeMS Building Rule Files and Batch Validation Demo Future Plans
Alaska DGGS Geologic Mapping System Products Alaska DGGS Geologic Mapping System Products Topology Checks Alaska DGGS Alaska DGGS Alaska DGGS Geologic Feature Services & Apps Multi Map GeMS Repository Geodatabase Mapping Process Single Map GeMS Production Geodatabases Field Event Geodatabases Load Cartographic Product Quality Control Print, pdf, & Rasterize Geologic Map Image Service Working with ESRI Advantage Program to develop Data Reviewer Rule Sets & Procedures Product Web Page Alaska DGGS DGGS Website Single Map GeMS Archive Geodatabase Export USGS Single Map GeMS Archive Geodatabase To Convert USGS
What is ArcGIS Data Reviewer? Data Quality Management for ArcGIS Provides Rule-based automated validation Semi-automated workflows Track and report quality Execution Mechanisms Desktop ArcMap & ArcGIS Pro Models & python scripts Workflow manager As a Service via ArcGIS Server Requires Installation of the Extension in ArcMap Integrated into ArcPro Our focus at this time (2020) in Bold
Data Reviewer Checks 43 configurable data check to choose from Methods Adhoc/on the fly validation Batch validation Categories of Data Reviewer Checks http://esriurl.com/12379 Database Validation checks Default checks Duplicate Geometry checks Event checks Feature on Feature checks Polygon checks Polyline checks Spatial Parameter Evaluation checks Table checks Z Value checks Advanced checks
Adhoc Validation Demo
Our Development Process Training ESRI Online Course In the Spring of 2020 and Winter of 2021 DGGS Used Dedicated ESRI Advantage Program Credits to develop Data Reviewer Rules and Procedures Developed List of Rules we would like to check Built and Testing Rule Files with Data Reviewer in ArcMap (.rbj) Developed Organizational Procedures
Current Procedure to Check a Map Database Used near the END of the production process Build a separate dedicated data reviewer database (for results) for each map (as opposed to a single data reviewer database for the organization) Questions: How should this database be archived? Run by the GIS Staff (for now)
Some of the AK DGGS Rules List Attribute Centric All values must meet database domain constraints The symbol code for a map unit must match that same map unit s symbol in the description_of_map_units table The feature label must match the correct value in the identity_confidence field and vice versa Contacts_and Faults features must only be split when key attributes change Map_units_polys features must only be split when key attributes change Geometric Centric All features must have valid geometries Line features must not self intersect Contacts and Faults and Map Units must be single part features Curved segments for lines and polygons are not allowed Point feature classes that reference a station feature must be collated with that feature in the stations feature class Contracts and Faults must be on the boundary of map unit polygons Line features must be longer than 10 meters Polygon features must be larger than 100 square meters
Rule Files \\nona.dnr.state.ak.us\gis\standards\GeMS\Data_Reviewer
Building Rule Files and Batch Validation Demo
Future Plans Continue to Add & Refine Existing Rules Train more people in the organization Formalize organizational Process Test usage in ArcGIS Pro & prepare for transition Publish/Share Rules