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What it is
Guide to participating in citizen science projects including bird counting, water quality monitoring, galaxy classification, species tracking, and data collection methodology.
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SKILL.md
355 lines · 2,170 words
Gather requirements. Ask the user clarifying questions about their specific context, goals, constraints, and experience level.
Analyze the situation. Review the information provided and identify key factors, challenges, and opportunities relevant to citizen science.
Guide to participating in citizen science projects including bird counting, water quality monitoring, galaxy classification, species tracking, and data collection methodology.
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What it covers
When to Use
Process
Questions to Ask First
What Is Citizen Science?
Major Platforms
Project Categories
Data Collection Methodology
Measuring Your Contribution Impact
Getting Children and Students Involved
Progression Path
Community and Resources
Output Format
Example
Edge Cases
Develop the framework. Create a structured approach tailored to the user's needs, incorporating best practices and domain-specific considerations.
Deliver actionable output. Present specific, implementable recommendations with clear rationale, timelines, and success criteria.
Address edge cases. Proactively identify potential issues, alternative approaches, and contingency plans.
Use this skill when:
User needs guidance on citizen science
User asks about citizen science best practices or techniques
User wants a structured approach to citizen science
Do NOT use this skill when:
A more specialized skill exists for the specific subtopic
The request is outside the scope of citizen science
Before recommending projects:
What are your interests? (Nature/wildlife, astronomy, environment, health, archaeology, computing)
How much time can you commit? (15 min/week, 1 hour/week, several hours/week, daily)
Do you prefer outdoor fieldwork or computer-based contributions?
What is your location? (Urban, suburban, rural - this determines what projects are accessible)
Are you contributing individually or with a group (school, scout troop, family)?
Do you have any relevant equipment? (Binoculars, camera, microscope, smartphone, telescope)
What is your science background? (Enthusiastic beginner, some training, professional in related field)
Are you looking for structured programs with training, or flexible drop-in projects?
Citizen science involves public participation in scientific research. Your contributions generate real data used by professional scientists. The scale of citizen science is enormous - millions of participants have contributed to discoveries that would be impossible for small research teams alone.
Scientists cannot be everywhere - your local observations fill critical data gaps
Pattern detection requires millions of data points across vast geographic areas
Long-term monitoring (decades) needs sustained community participation
Many discoveries have been made by citizen scientists (new species, variable stars, exoplanets)
Your data appears in peer-reviewed scientific publications
What: Identify and record any living organism you encounter
How: Photograph plants, animals, fungi, insects with your phone
AI identification: App suggests species, community experts verify
Reach: 100+ million observations worldwide
Impact: Data feeds into GBIF (Global Biodiversity Information Facility) used by researchers globally
Time commitment: As little as photographing organisms during a walk
Getting started:
Download iNaturalist app
Take a clear photo of any organism
App suggests identification
Upload with location
Community verifies - "Research Grade" observations enter scientific databases
What: Record bird sightings with counts and effort data
Run by: Cornell Lab of Ornithology
How: Submit checklists of birds seen at a location with time spent
Reach: 1 billion+ observations, largest biodiversity dataset in the world
Impact: Used for conservation decisions, species range mapping, migration tracking
Getting started:
Create eBird account
Download eBird or Merlin Bird ID app
When birding, start a checklist (records time and location)
Add species seen with counts
Submit checklist when done
Merlin app can identify birds by photo or sound
What: Online platform hosting dozens of research projects
How: Classify images, transcribe documents, analyze data from your computer
Time commitment: 5 minutes to hours, completely flexible
Categories available: Space, nature, biology, history, climate, medicine
Getting started:
Browse projects at zooniverse.org
Choose one that interests you
Complete the brief tutorial
Start classifying - each task takes seconds to minutes
Christmas Bird Count (CBC)
When: December 14 - January 5, annually (since 1900)
What: Count every bird seen in a 15-mile diameter circle
How: Join an existing count circle near you, assigned a sector
Run by: National Audubon Society
Impact: Longest-running wildlife census in the Americas
Great Backyard Bird Count (GBBC)
When: Four days in February, annually
What: Count birds for at least 15 minutes at any location
How: Submit through eBird
Impact: Snapshot of global bird populations at one point in time
NestWatch
What: Monitor active bird nests and report nesting outcomes
How: Find a nest, visit periodically, record eggs/chicks/fledging
Training: Online certification required (nest monitoring protocol)
Run by: Cornell Lab of Ornithology
Impact: Tracks reproductive success across species and regions
Project FeederWatch
When: November through April
What: Count birds at your feeders on 2 consecutive days, every 2 weeks
Cost: $18/year (supports Cornell Lab)
Impact: Tracks winter bird population trends across North America
Water Reporter (waterreporter.org)
Monitor local waterways for pollution, algae blooms, litter
Photo-document conditions and submit reports
Data used by watershed organizations
CoCoRaHS (cocorahs.org)
Community Collaborative Rain, Hail and Snow Network
Measure daily precipitation with standardized rain gauge
Data used by NWS, USDA, researchers
Requires: Official CoCoRaHS rain gauge ($35)
EarthEcho Water Challenge
Test local water bodies for pH, dissolved oxygen, turbidity, temperature
Test kits provided or purchasable
Global participation, data mapped online
GLOBE Observer (observer.globe.gov)
NASA-supported program
Observe: Clouds, land cover, trees, mosquito habitats
Data compared with satellite observations
App-based, structured protocols
Galaxy Zoo (Zooniverse project)
Classify galaxy shapes (spiral, elliptical, irregular)
Has led to discovery of new galaxy types (Hanny's Voorwerp, green pea galaxies)
No astronomy knowledge needed - tutorial provided
Planet Hunters TESS
Examine light curves from NASA's TESS mission
Look for dips indicating exoplanet transits
Citizens have discovered confirmed exoplanets
Variable Star Observing (AAVSO)
American Association of Variable Star Observers
Measure brightness of variable stars over time
Requires: Telescope or binoculars, patience
Data used by professional astronomers for research
Stardust@Home
Search aerogel images for interstellar dust particles
Browser-based, image analysis
Looking for tiny impacts from particles outside our solar system
Monarch Watch (monarchwatch.org)
Tag monarch butterflies during fall migration
Report sightings of tagged monarchs
Plant milkweed waystations for habitat
Tag kits available for purchase
North American Butterfly Association (NABA) Counts
Annual 4th of July butterfly count
Join a local count circle, identify and count butterflies
Similar to Christmas Bird Count but for butterflies
Bumble Bee Watch (bumblebeewatch.org)
Photograph bumble bees and submit for expert identification
Track species distribution and population trends
Identify declining species for conservation action
Caterpillars Count!
Survey caterpillars and arthropods on tree branches
15-minute weekly surveys during spring/summer
Data used to study timing mismatches between food availability and bird nesting
GLOBE at Night (globeatnight.org)
Measure light pollution from your location
Compare naked-eye view of constellation to reference charts
Takes 15 minutes, done several times per year
Tracks light pollution changes over time globally
Nature's Notebook (USA National Phenology Network)
Track seasonal biological events: flowering, leaf-out, migration arrival
Choose a plant or animal species at your site
Record observations periodically
Data used for climate change impact studies
ISeeChange
Document weather events and environmental changes with photos and descriptions
Community shares climate observations
Data used by journalists and researchers
Poor data is worse than no data - it can lead to wrong conclusions. Following standardized protocols ensures your observations are scientifically valuable.
Accuracy
Identify species to the level you are confident (it is okay to say "sparrow sp." instead of guessing)
Record exact counts when possible, estimate ranges when necessary
Note observation conditions (weather, visibility, time of day)
Distinguish between what you saw and what you think you saw
Consistency
Use the same methods each time you observe
Visit the same locations at similar times for monitoring projects
Use standardized protocols provided by the project
Record effort (time spent, distance covered) every session
Completeness
Record negative data (what you did NOT see is also valuable)
In eBird, submit "complete checklists" listing all species detected
Note habitat type and conditions
Include photos when possible for verification
Location Precision
Use GPS coordinates (your phone provides these automatically)
Be specific about location within a site
Record habitat type
Note micro-habitat if relevant (edge of pond vs. center, treetop vs. understory)
Smartphone: GPS, camera, apps for data entry, sound recording
Field notebook: Backup when phone fails, sketch observations
Binoculars: 8x42 or 10x42 for birding and wildlife (see birdwatching guide)
Hand lens / loupe: 10x-20x for insects and plants
Camera: Even a basic one improves data quality with photo documentation
Measuring tape: For vegetation surveys, nest measurements
Thermometer: Water temperature for aquatic surveys
Learn before you contribute - complete training for your chosen project
Photograph everything you can - photos allow expert verification
When uncertain, mark observations as uncertain
Submit data promptly while details are fresh
Review your data for errors before submitting
Accept corrections graciously - community review improves data quality
Number of observations submitted
Species or objects identified
Hours contributed
Geographic coverage
Research Grade percentage (iNaturalist)
Many platforms show how your data contributes to publications
eBird Status and Trends maps are built from your checklists
Zooniverse projects list resulting publications
iNaturalist observations cited in over 5,000 scientific publications
"My observations are part of a dataset used by [specific researcher/agency]"
"I contributed to the discovery of [species/phenomenon] in my area"
"My data helped update the range map for [species]"
Great for: College applications, resumes, community recognition, personal satisfaction
GLOBE Program: K-12 international science education and citizen science
SciStarter: Searchable database of citizen science projects, many kid-friendly
BioBlitz events: Intensive species counting events, often organized locally
Great Backyard Bird Count: Simple enough for elementary students
Start with visually exciting subjects (butterflies, birds, pond life)
Use apps with instant feedback (iNaturalist AI identification)
Make it social - group outings, family challenges
Celebrate milestones (first 100 observations, new species found)
Connect observations to classroom learning
Phase 1: Join 1-2 projects, complete tutorials, make first contributions
Phase 2: Develop regular observation routine, improve identification skills
Phase 3: Take on monitoring responsibilities, contribute consistently for a full season
Phase 4: Mentor newcomers, organize local events (BioBlitz, bird walks)
Phase 5: Contribute to multiple projects, develop specialization in one area
Phase 6: Collaborate directly with researchers, present findings, co-author publications
SciStarter.org - Directory of 3,000+ citizen science projects, searchable by interest
CitizenScience.gov - Federal government citizen science projects
Citizen Science Association - Professional organization connecting practitioners
Local nature centers and Audubon chapters - Often run guided citizen science events
University extension programs - Training and project coordination
Reddit: r/citizenscience, r/birding, r/whatsthisplant, r/mycology
Deliver the response as a structured document with clear headings and actionable content. Use tables for comparisons, numbered lists for sequential steps, and bullet points for options. Include specific examples where applicable.
[Citizen Science deliverable]
1. Context and objectives
2. Analysis or framework
3. Specific recommendations with rationale
4. Action items with timelineInput: "Help me with citizen science for a mid-size project."
Output: A complete citizen science framework tailored to the specific context, with actionable steps, relevant considerations, and measurable outcomes.
Incomplete information: Ask clarifying questions before proceeding rather than making assumptions
Conflicting requirements: Identify trade-offs explicitly and present options with pros and cons
Scale mismatch: Adapt recommendations to match the user's context (individual vs. team vs. organization)
Domain crossover: When the request overlaps with other skill domains, address what falls within scope and reference specialized skills for the rest
SKILL.md
355 lines · 2,170 words
The text of SKILL.md is shown as it downloads, under the Apache-2.0 license, by Ferrox Labs. The license is the one in the file's own frontmatter.
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