Independent lab · est. 2026

Small tools for
growing things.

Shady Knoll Labs builds sensors, software, and plain-spoken data for people who grow plants, and for anyone who wants to know what their plants are actually getting.

Current project

Project 01

Garden Gnodes & GNode Hub

Small, inexpensive sensors that read the light (PPFD and far-red), temperature, and humidity where your plants actually sit, paired with a dashboard that turns raw readings into something you can act on.

Visit gnodehub.com

PPFD and VPD, in plain terms

Light alone doesn’t grow a plant. PPFD tells you how much usable light is landing on a leaf. VPD tells you whether the air around that leaf will actually let it use the light it’s getting. GNode Hub measures both.

PPFD · measured by the light sensor

How much light a leaf can use

Photosynthetic Photon Flux Density is a count — how many particles of light a plant can actually photosynthesize with land on a square meter of leaf every second (µmol/m²/s). It isn’t the same as “brightness” the way a lux meter reads a room: a dim-looking corner under a full-spectrum grow light can carry more usable PPFD than a sunny windowsill. That’s the number in the meter above.

VPD · calculated from temperature & humidity

Whether the air will let it use that light

Vapor Pressure Deficit is the gap between how much moisture the air is holding and how much it could hold at that temperature. Too small a gap and a plant barely transpires — nutrient uptake stalls and mold risk climbs. Too large, and it loses water faster than its roots can replace it. Try the sliders:

0.00kPa VPD
drag the sliders

Simplified estimate — assumes leaf temperature equals air temperature.

How we work

Measure honestly

Readings are only useful if you can trust them. We document how a number was produced and where it stops being reliable.

Keep it approachable

You shouldn't need a lab coat to understand your own windowsill. The tools are built for hobbyists first.

Build in the open

The long-term plan is for this work to be self-hostable by the maker community, not locked behind a subscription.

Have a question or an idea?

Send a note. It goes straight to the lab.

Get in touch