Environmental Data Integration
Combines FHABS, USGS, OpenStreetMap, public snapshot files, and reviewed public-source weather context into one static review surface.
Snapshot Status
Public Data Snapshot, Not Advisory Guidance
This dashboard summarizes reviewed public snapshot files for research and situational awareness. It is not recreation, emergency, regulatory, or public-health guidance.
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For Reviewers
Deeper Review Links
After the three-link reviewer path above, use these supporting links to inspect methodology, data products, site-registry QA, and portfolio context.
Portfolio Signal
What This Project Demonstrates
Clear Lake Watch is best reviewed as evidence of environmental data systems work: integrating public sources, preserving spatial uncertainty, and communicating limits clearly.
GIS And Spatial Review
Uses shoreline geometry, lake-arm grouping, site-registry records, map trust filters, and needs-review status to keep spatial uncertainty visible.
Responsible Public Communication
Separates reports, observations, derived summaries, source freshness, and public-health boundaries so the dashboard does not read as official guidance.
Research-To-Product Workflow
Shows normalized exports, static deployment, validation checks, documentation, reviewer notes, and a bounded public backlog.
Latest Public Snapshot
What The Public Snapshot Files Are Showing
Open-App Data QA Notices
Data QA notices are off. Enable notices to receive local snapshot-change notices while this app is open.
These are local browser notices only, not background emergency or official public-health notifications.
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This section is populated from local snapshot files generated from official public sources.
Hydrology Trends
Last 30 Days
Arm Grouping
FHABS Reports By Arm
Recent FHABS Locations
Recent Clear Lake Reports
Advisory Mix
Clear Lake Report Categories
Map Layer
Recent Public Reports With Coordinates
Markers are pulled from FHABS report coordinates, matched to the starter site registry when possible, and grouped to arms with reviewed assignments or documented fallbacks.
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Site Registry QA
Current Marker Review Status
Generated from the site-review queue so unresolved arm and landmark assignments stay visible before authoritative use.
Use this filter to separate locally reviewed markers from provisional FHABS registry matches.
Caution
Visual observation
Other or unspecified
Shoreline fallback schematic. Public source attribution appears here when loaded.
Data Products
Normalized Public Exports
These generated files are designed to support the dashboard, public downloads, charting, and future machine-learning feature tables.
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Source Status
Latest Refresh Manifest
Source rows, observation dates, and generated output counts come from the public snapshot manifest.
Generated Outputs
Files In This Public Snapshot
Weather Context
Shared Backbone Context Layer
Weather context is designed as a separate public-safe export from the environmental monitoring backbone. It can provide rainfall, wind, heat, and station-health context without turning weather telemetry into lake-health claims.
Reporting Activity
Monitoring And Reporting Patterns
These charts summarize public reporting activity and normalized observation coverage. They are not direct bloom-severity estimates and should not be read as public-health guidance.
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FHABS Reporting Activity
Annual Clear Lake Report Counts
Derived
Reporting pattern
Higher counts can reflect monitoring intensity, public attention, or source availability, not necessarily worse bloom conditions.
FHABS Advisory Labels
Most Common Reported Categories
Derived
Reporting pattern
Category mixes describe labels present in FHABS records; they do not replace official advisories or site-specific agency guidance.
Observation Coverage
Current Normalized Observation Series
Observed
Coverage summary
Coverage shows which normalized series are available for the dashboard; it is a data-availability summary, not a lake-condition rating.
Project Details
Roadmap And Source Inventory Moved To Their Own Page
Implementation phases, source inventory, MVP modules, guardrails, and forecasting roadmap now live on the project page so this dashboard can stay focused on current public situational awareness.