Open-source wildfire detection

Wildfires get worse
every generation. No single
company can solve this.

So we're not building a company. We're building an open-source sensor that anyone can make for $65, releasing every design and data point, and letting the collective intelligence of thousands solve what no single team can.

BioBot Habitat Sensors detect forest fires in under 3 minutes during the smoldering phase. The hardware is open. The firmware is open. The data is open. The only thing missing is you.

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β–Ά
Watch: 60-second demo BioBot detects fire through obstruction at 6.78m

Why open-source wins this fight

01
Identify: We define the goals and publish every problem we can't solve yet.
02
Share: We release our best solution with all the data. Nothing held back.
03
Crowdsource: A global community builds something better. The best solution wins.

Dryad Networks proved this sensor tech works. They raised $10M and sell it for $50/unit. We open-sourced the same approach for $65 total build cost. A closed team of 5 can't out-engineer a global community of thousands.

Built for: Park rangers Conservation groups Citizen scientists University researchers Maker communities
NatGeo Slingshot Challenge Tested in BC wildfire conditions Detects through physical obstruction
BioBot team β€” Kaan and Josh with the sensor prototype
The Mission

We're teenagers from Kelowna. We've been evacuated for wildfire. We decided to do something about it.

Wildfire smoke kills 1.5 million people every year. The technology to detect fires in their first minutes already exists, but it's locked behind corporate paywalls. Our BioBot Habitat Sensor detects smoke through physical obstruction at nearly 7 meters in under 3 minutes. We've tested it with real controlled burns and published every data point.

Now we're releasing the full design as open-source hardware. Not because we can't build a company around it. Because a company would protect one forest at a time. An open-source community can protect all of them at once.

<3 min
Detection time
$37-65
Build cost
6.78m
Through obstruction
The Proof

Real fire. Real data. Open data.

Controlled burn test. Sensor obstructed by a sled and container at 6.78m. Fire lit at 17:30. Every reading is published as open CSV for anyone to verify.

PM 1.0 Monitoring...
PM 2.5 Monitoring...
PM 10 Monitoring...
Download the raw test data (CSV) β†’
The Hardware

BioBot Habitat Sensor

Six components. Three sensor types. One open-source PCB. Everything published under CERN Open Hardware and MIT licenses.

BME688 Gas + environment
BMV080 Particulate matter
BN 783 Blues Notecard
ESP32-S3 MCU + deep sleep
LiFePO4 Safe battery
Solar 5V Forest canopy rated
Everyone has something to give

You don't have to be an engineer.

Open-source means open to everyone. We need hearts, brains, hands, and voices. You might be a student, a parent, a teacher, a park ranger, or a retired firefighter. If you care about protecting forests, there's a place for you here.

“Crowdsourcing isn’t just about code. It’s about bringing together every skill that matters: the engineer who optimizes the circuit, the mother who shares the mission at school pickup, the student who runs our Instagram, the grant writer who funds the next 100 sensors, and the project manager who keeps it all moving. That’s how a community solves what a company can’t.

πŸ”§
Build
Assemble a sensor. One weekend, $37-65 in parts, basic soldering.
πŸ’»
Code
Firmware, cloud API, dashboard, ML models. All open on GitHub.
🌲
Deploy
Put sensors in forests near you. Monitor, maintain, report back.
πŸ“£
Spread the Word
Share on social media. Tell your community. Write about us.
πŸ“Š
Analyze Data
Crunch sensor data. Build detection models. Improve accuracy.
πŸ’°
Fund the Mission
Write grants. Connect us to funders. Donate. Every dollar = sensors.
πŸ“‹
Manage
Organize tasks. Coordinate volunteers. Keep the community running.
🎨
Design
Website, graphics, enclosures, build guide illustrations, merch.
πŸ“
Document
Write guides, translate docs, create tutorials, improve the wiki.
🀝
Partner
Connect us with parks, universities, fire departments, NGOs.

People like you are already making a difference:

πŸ‘¨β€πŸ”§
A father and engineer in Kelowna Hardware
helped build the first working BioBot prototype, turning a breadboard sketch into a real device that detects fire.
πŸ‘©β€πŸ’Ό
A mother and Director of AI at a bank Operations
is helping manage the project plan, bringing corporate-grade project management to an open-source mission.
πŸ§‘β€πŸ”¬
A student in Kelowna Testing
helped run the first controlled burn test, collecting the PM data that proved BioBot works through physical obstruction at 6.78 meters.
🎬
Three students in Kelowna Outreach
participated in filming the National Geographic Slingshot Challenge video, telling the BioBot story to a global audience.
πŸš€
A professor of Engineering from Toronto Hardware
is helping design and build the next generation of BioBot Habitat Sensors, bringing aerospace-grade engineering to forest protection.
πŸŽ“
A university student in Toronto Funding
is helping with fundraising, connecting BioBot to grant opportunities and donor networks across Canada.
Open Problems

Help us solve these.

We publish every problem we can't solve yet. You pick one, build something better, and if it works, it becomes the new standard. That's how open-source wins.

πŸ“£

Outreach & Storytelling

No technical skills needed. If you can write, talk, or share, you can make a massive difference.

3 challenges
πŸ“± Anyone

Social Media & Content

Help us run Twitter/X, Instagram, and LinkedIn. Turn fire test data into stories that make people care. Share deployment stories and community wins.

Target: 1,000 followers in 6 months More Information β†’
🀝 Anyone

Partnership Outreach

Connect us with park rangers, forestry departments, conservation NGOs, and university research labs. One warm introduction can lead to hundreds of deployed sensors.

Target: 5 pilot partnerships More Information β†’
πŸ’° Anyone

Grant Writing

We've identified NatGeo, Mozilla MOSS, Google.org, NSERC, and Hackaday Prize as targets. Help write compelling grant applications. Good writing, not code, is what we need.

Target: 3 applications submitted More Information β†’
🌍

Community & Education

Help BioBot reach people in every language, every classroom, and every community.

3 challenges
🌐 Anyone

Translation & Localization

Our docs and build guide are in English. Help us reach communities worldwide by translating into Spanish, Portuguese, French, Turkish, Japanese, or any language you speak.

Target: 5 languages covered More Information β†’
πŸŽ“ Teachers

Classroom Curriculum

Design a lesson plan that lets a high school or university class build BioBot sensors as a STEM project. Include learning objectives, assessment rubrics, and a materials budget.

Target: 1 ready-to-teach curriculum More Information β†’
πŸ“‹ Organizers

Project Management

Help coordinate volunteers, track tasks across lanes, run weekly community calls, and keep the Discord organized. The glue that holds an open-source project together.

Target: Weekly rhythm established More Information β†’
πŸ“Š

Data & Analysis

Turn raw sensor readings into intelligence. Requires some data skills but not hardware expertise.

3 challenges
πŸ“Š Data viz

Grafana Dashboard Templates

Build beautiful, ready-to-use Grafana dashboards that any deployer can connect to their BioBot data endpoints. Include fire alert thresholds and historical trend panels.

Target: 1-click dashboard setup More Information β†’
🌲 Field + data

Multi-Forest Calibration Data

We have calibration data for BC pine forests. We need data from boreal, tropical, Mediterranean, and eucalyptus environments. Deploy a sensor and share your readings.

Target: 5+ forest types covered More Information β†’
🧠 ML / Python

Fire Detection Algorithm

Our BME688 gas sensor needs to distinguish wildfire smoke from diesel exhaust, cooking smoke, and pollen. All raw test burn data is published. Can you train a better model?

Target: <1% false positive rate More Information β†’
☁️

Cloud & Infrastructure

Backend systems that connect sensors to dashboards. Python, Node.js, or AWS experience helpful.

2 challenges
☁️ Cloud / DevOps

AWS Cloud Migration

We're moving our sensor data API to AWS. Help us architect the right stack (EC2 vs Lambda, RDS vs DynamoDB) for time-series sensor data at scale with minimal cost.

Target: <$50/mo for 500 sensors More Information β†’
πŸ”— Python / Node

API & Data Pipeline

Build the FastAPI backend that ingests sensor data, stores it in TimescaleDB, runs alert logic, and serves the dashboard. Docker compose for self-hosting.

Target: API v1 deployed More Information β†’
⚑

Hardware & Firmware

The deep technical challenges. Embedded systems, PCB design, and radio engineering.

3 challenges
πŸ›‘οΈ CAD / 3D printing

Weatherproof Enclosure

Design an IP65+ enclosure that costs under $5, survives -30C to +50C, and is printable on a consumer 3D printer. Current STL files are on GitHub for you to improve.

Target: <$5, IP65+, 3D printable More Information β†’
πŸ“‘ Embedded C++

LoRa Mesh Firmware

Meshtastic works but draws too much power. Build custom low-power LoRa firmware that maintains mesh relay capability with sub-100 microamp average current draw.

Target: <100Β΅A average More Information β†’
⚑ Embedded systems

Power Optimization

Our prototype lasts ~3 weeks without solar. We need 6 months. Optimize firmware sleep cycles, propose alternative MCUs, or design a better solar harvesting circuit for shaded forest canopy.

Target: 180 days on battery More Information β†’
Latest Activity
Mar 11
Design: Starting to use Siemens NX to model enclosure
Mar 7
Predictions: Developed formula that can predict the battery life of the HSD
Mar 5
New test burn dataset uploaded (pine forest, BC)
Mar 4
PCB v1.5 Gerber files updated with antenna fix
Mar 2
Build guide photos added for Steps 5-8
Feb 28
NatGeo Slingshot Challenge video submitted
View all activity on GitHub β†’

This problem needs all of us.

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