How DECKEE Outperforms Generic Location Data

In today's data-driven world, location-based insights can play a crucial role across the waterway sector, influencing decisions from infrastructure planning to safety management. However, not all location data is created equal—especially when understanding nuanced activities such as boating and waterway use. This article explores the advantages of DECKEE’s contextual boating data compared to generalised location datasets sourced from cellular carriers, aggregated mobile apps, and AIS (Automatic Identification System).

Why is Location Data Valuable?

Location data is fundamental because it provides spatial context to user activities, movement patterns, and interactions with physical environments. Governments, businesses, and consultants leverage this data to:

  • Improve infrastructure planning and asset management

  • Enhance public safety and regulatory compliance

  • Optimize marketing strategies and customer engagement

  • Inform environmental protection and sustainability efforts

Common Sources of Location Data

1. Cellular Carriers

  • Gathered passively from mobile network towers

  • Covers broad geographic areas with varying precision

  • Typically includes latitude, longitude, timestamps, and approximate device counts

2. Aggregated Mobile App Data

  • Collected through consumer apps, often via third-party SDK integrations

  • May offer higher precision (GPS-level) compared to cell tower data

  • Typically anonymized and generalised to protect user privacy

3. AIS (Automatic Identification System) Data

  • Broadcasts vessel identity, location, speed, and course via onboard transponders

  • Only mandatory for most commercial and some larger recreational vessels

  • Valuable for monitoring shipping traffic and regulatory compliance

  • Not used by the majority of recreational boaters, vulnerable to spoofing, and lacks user behaviour or activity context

Limitations of Generalised Location Data

Despite being commonly used in some industries, these generalised sources have significant shortcomings if applied to waterway management scenarios:

  • Lack of Context: Generalised data does not differentiate between types of waterway users or their activities (e.g., fishing versus cruising). 

  • Inaccurate Behavioural Insights: Without vessel speed, size, type, and intent, analysts and decision makers risk misinterpreting user behaviours and waterway usage.

  • Limited Temporal Precision: Generalised data can miss critical temporal details, making it harder to track accurate activity durations, distances and precise user habits.

  • Reduced Spatial Accuracy: Unlike on land, where “snap-to-road” algorithms can correct imprecise GPS data by aligning it with known road networks, no such correction layer exists on open water. This makes generalised mobile or cell tower data far less reliable for understanding true vessel movements or anchoring positions.

Waterway Data

The DECKEE Advantage: Context-Rich Waterway Data

DECKEE addresses these limitations head-on, delivering unmatched insights specifically tailored for boating and waterway analysis:

  • Watercraft and User Profiles: DECKEE captures context-rich, anonymised data on watercraft type, usage purpose, and aggregated user interests, offering actionable clarity on motivations and behaviour—without compromising individual privacy.

  • Detailed Activity Analytics: Boating activities are enriched with detailed speed, heading, duration, distance metrics, and journey mapping, enabling fine-grained analysis of waterway activity.

  • Behavioural and Compliance Insights: DECKEE identifies risk patterns, high-density areas, and adherence to regulations, helping enhance safety measures and compliance.

  • Precision and Reliability: GPS-level accuracy ensures data integrity and reliability, without exposing any personal details—thanks to DECKEE’s privacy-first approach that aggregates insights while stripping out identifiers.

Comparative Analysis of Location Data Sources for Marine Use

Feature / Source Cellular Carrier Data Aggregated App Data AIS Data DECKEE Contextual Data
User Coverage Broad, all phone users App users across various apps Only vessels with AIS (mostly commercial) Recreational waterway users using DECKEE
Spatial Accuracy Low (cell tower triangulation) Medium to high (GPS-based) High, when AIS is functioning properly High GPS accuracy tailored for waterways
Temporal Resolution Variable Depends on app and sample rate Continuous broadcast Continuous and activity-aware logging
Contextual Insights None Minimal (no vessel type or behaviour data) Vessel identity, speed, heading Vessel type, user intent, behaviour
Privacy Approach Aggregated Anonymised, but variable depending on app Identifiable (vessel callsign, MMSI) Strictly anonymised and aggregated
Behavioural Analysis Capability Poor Limited Limited to commercial traffic Detailed, purpose-built behavioural insights
Waterway Relevance Weak (land-biased infrastructure) Not designed for marine use Relevant for shipping lanes, not recreational use Built specifically for recreational waterways
Risk of Misinterpretation High (no activity context) High (missing user intent and type) Medium (recreational craft not included) Low — purpose-built and context-aware

Responsible Data Practices Without Compromising Insight

DECKEE is built with privacy and compliance at its core. All user data is subject to rigorous anonymisation and aggregation processes that align with privacy standards and regulations. By stripping identifiable information and analysing patterns across grouped datasets, DECKEE ensures that individual users cannot be tracked—without sacrificing the richness of insight. This balance allows partners to access detailed behavioural and infrastructure data with confidence, knowing it is ethically sourced and responsibly managed.

Real-World Applications Demonstrating DECKEE Superiority

  • Government Agencies: Implement targeted safety campaigns, efficiently allocate funding, and improve infrastructure decisions based on precise activity and risk assessments.

  • Environmental Consultants: Conduct robust environmental impact assessments with accurate vessel movements and behavioural context.

  • Businesses: Develop targeted marketing and customer engagement strategies based on clear, verified insights into boating behaviours and preferences.

Elevate Your Waterway Decisions with DECKEE

Generalised location data serves basic purposes but falters when detailed, context-rich insights are essential. DECKEE’s advanced contextual data unlocks precision, clarity, and reliability that is indispensable for impactful decision-making across governmental, business, and consultancy domains.