GIS Reporting and Visualisation Training Course

Participants can assess whether spatial and tabular data are fit for a reporting purpose.

• Data inventory covering source, owner, scale, date, licence and refresh cycle
• Attribute completeness checks against reporting fields, categories and identifiers
• Geometry validation for duplicates, gaps, overlaps, slivers and invalid features
• Comparing authoritative datasets with operational records and volunteered geographic information
• Data lineage statements documenting transformations, joins, exclusions and derived fields
• Fitness-for-purpose assessment using positional, thematic, temporal and logical quality

Participants can select and manage coordinate reference systems appropriate to reporting outputs.

• Geographic and projected coordinate reference systems for reporting maps
• Selecting projections by area, distance, direction and intended geographic extent
• Datum transformations and their effects on feature alignment
• Checking layer coordinate reference systems before overlay and measurement
• Scale-dependent distortion explained through practical reporting consequences
• Recording spatial reference choices within map documentation and metadata

Participants can prepare report-ready datasets using repeatable transformation and derivation methods.

• Field standardisation using controlled values, aliases, units and null rules
• Joining tabular indicators to geographic features using stable identifiers
• Deriving rates, densities, percentages and indexed performance measures
• Normalising counts by population, area, households or asset totals
• Filtering records with documented inclusion, exclusion and temporal criteria
• Building reproducible preparation steps using model and processing histories

Participants can select spatial analysis methods that answer defined reporting questions.

• Buffer analysis for proximity, service access and regulated exclusion zones
• Overlay methods identifying affected assets, populations, sites and administrative areas
• Spatial joins for aggregating incidents, inspections and observations
• Density surfaces for communicating concentration without implying exact boundaries
• Network service areas for travel-time and accessibility reporting
• Interpreting analytical assumptions, edge effects and aggregation limitations

Participants can choose thematic map types and classifications that represent data honestly.

• Choosing choropleth, proportional symbol, dot density and heat map methods
• Natural breaks classification using Jenks optimisation for clustered distributions
• Quantile classification for comparing ranked areas with equal feature counts
• Equal interval classes for fixed thresholds and operational performance bands
• Standard deviation classification for departures from a mapped mean
• Class-count selection balancing pattern visibility, readability and interpretive risk

Participants can create symbols that direct attention to the most important reporting evidence.

• Visual variables: size, value, hue, saturation, texture, orientation and shape
• Sequential colour schemes for ordered values and progressive intensity
• Diverging schemes for targets, baselines, gains and losses
• Qualitative palettes for nominal categories without implied ranking
• Figure-ground relationships separating priority evidence from reference context
• Symbol hierarchy controlling prominence of operational, analytical and background layers

Participants can produce readable map layouts and consistent multi-page map series.

• Layout grids aligning titles, map frames, legends, charts and notes
• Map elements: scale bars, north arrows, sources, dates and disclaimers
• Legend design matching symbol order, terminology, units and class labels
• Inset maps providing orientation, location context and geographic relationships
• Map series indexes driven by grids, administrative units or asset zones
• Page templates controlling margins, typography, branding and export settings

Participants can combine maps, charts and explanatory text into a coherent analytical narrative.

• Chart selection for comparisons, trends, composition, distributions and relationships
• Linking mapped patterns with supporting tables and key performance indicators
• Writing evidence statements that distinguish observation, interpretation and recommendation
• Annotating map features without obscuring symbols or creating visual clutter
• Small multiples for comparing periods, scenarios, regions and demographic groups
• Narrative sequencing from issue definition through findings, implications and actions

Participants can tailor GIS reporting products to executive and operational decision contexts.

• Executive map briefs structured around decision, finding, implication and action
• Operational reporting views showing location, status, priority and responsible unit
• Exception reporting using thresholds, alerts and ranked intervention lists
• Scenario maps comparing baseline, proposed intervention and expected outcomes
• Risk communication using likelihood, consequence, exposure and uncertainty indicators
• Recommendation statements tied directly to mapped evidence and accountable actions

Participants can specify dashboards and web maps that support routine spatial monitoring.

• Dashboard user stories defining decisions, tasks, metrics and update requirements
• Operational indicators with formulas, thresholds, owners and refresh schedules
• Interactive filtering by location, time, category, status and responsible team
• Web-map pop-ups designed with priority fields, formatting and source links
• Configuring map scale ranges to prevent inappropriate feature interpretation
• Performance considerations for services, tiles, queries and concurrent users

Participants can document and control GIS reporting products for accountable publication.

• ISO 19115 metadata elements for datasets, services and map products
• Data dictionaries documenting fields, domains, units, codes and calculation rules
• Publication approval workflows for draft, reviewed, approved and superseded outputs
• Version control conventions for projects, layouts, exports and source datasets
• Copyright, licensing and attribution requirements for third-party geographic data
• Retention schedules for published reports, underlying data and review records

Participants can apply appropriate controls when reporting sensitive spatial information.

• Sensitive-location assessment covering people, facilities, habitats and critical infrastructure
• Spatial masking through aggregation, displacement, suppression and generalisation methods
• Minimum necessary disclosure applied to maps, attributes and downloadable services
• Access tiers for public, internal, restricted and confidential reporting products
• Re-identification risks created by combining location, time and attribute data
• Disclosure review before publishing incident, health, safeguarding or security maps

Participants can improve the accessibility of GIS reports for varied user needs.

• Colour-vision deficiency checks using distinguishable hue and value contrasts
• WCAG contrast principles applied to labels, legends, interfaces and charts
• Plain-language titles replacing technical layer names and unexplained abbreviations
• Alternative text describing map purpose, geographic extent, pattern and key findings
• Typography choices supporting readability at screen, print and projection scales
• Non-colour encoding through labels, patterns, symbols and direct annotation

Participants can conduct systematic technical and cartographic reviews before publication.

• Pre-publication checklist covering accuracy, completeness, currency and source attribution
• Visual inspection for label collisions, clipped features and misleading symbol overlap
• Cross-checking mapped totals against source tables and published indicators
• Scale review verifying appropriate detail, generalisation and positional precision
• Peer-review protocols separating technical validation from communication critique
• Defect logs recording issue, severity, owner, resolution and verification

Participants can plan repeatable workflows for recurring map and report production.

• Recurring-report workflow maps identifying triggers, inputs, processing and approvals
• Parameterized layouts updating titles, dates, filters and map extents
• Processing models for repeatable joins, calculations, overlays and exports
• Template datasets separating fixed reference layers from reporting-period data
• Naming conventions for automated outputs, versions, dates and geographic units
• Exception handling for missing inputs, failed processes and unexpected values

Participants can adapt GIS reporting methods to common public, commercial and humanitarian use cases.

• Flood exposure reports combining hazard zones, assets, population and response routes
• Utility asset reports mapping condition, failure history, criticality and work orders
• Branch network analyses showing catchments, customer access and service gaps
• Humanitarian situation reports mapping needs, access constraints and response coverage
• Environmental compliance maps tracking permits, sampling locations and threshold exceedances
• Transport performance maps comparing incidents, travel times and network reliability

Participants can present GIS findings, handle challenge and document agreed revisions.

• Presentation structure connecting reporting purpose, method, findings and decisions
• Explaining uncertainty, confidence limits, data gaps and analytical assumptions
• Stakeholder review questions for relevance, credibility, clarity and actionability
• Responding to requests for additional detail without weakening message focus
• Revision registers capturing comments, decisions, changes and unresolved issues
• Publication handover packs containing outputs, sources, metadata and ownership

Participants can build, review and present a complete GIS reporting package for a defined operational decision.

• Capstone brief defining decision owner, audience, reporting question and constraints
• Prepared spatial dataset with documented sources, transformations and quality checks
• Analytical map applying appropriate projection, classification, symbols and annotations
• Supporting chart, table and narrative explaining findings, limitations and recommendations
• Publication controls covering metadata, accessibility, privacy and approval requirements
• Peer review against acceptance criteria, followed by stakeholder-style presentation