How AI, IoT and event-driven systems are redefining the world
Sensors notice, events carry the news and AI decides. What the combination means for farms, factories, cities and the people who run them.
The readings that change decisions, the sensors we trust, and how often each one is worth taking.
A greenhouse can be fitted with dozens of sensors, but more data doesn't automatically mean better crops. The readings that pay off are the ones that change a decision: when to water, when to vent, when to shade, when to feed.
Here are the measurements we install most often in smart greenhouse projects, why each one matters, what kind of sensor we use and how often it's worth taking a reading.
Temperature drives almost everything a plant does: how fast it grows, when it flowers and how much water it uses. In a closed greenhouse under strong sun, temperature can rise very quickly, so this is usually the first reading we automate.
Humidity affects how much water plants lose through their leaves and how likely fungal diseases are. Too high, and diseases such as botrytis and mildew thrive. Too low, and plants close their pores and slow down.
VPD isn't measured directly. It's calculated from temperature and humidity, and it's one of the most useful numbers a grower can watch. It describes how strongly the air "pulls" water out of the leaves, which combines the effects of heat and humidity into one figure.
Many crops grow well somewhere around 0.8 to 1.2 kPa, but the ideal range depends on the crop and its growth stage, so we set targets with the grower rather than using one number for everything.
This is the reading that decides when to irrigate. Watering on a fixed timetable ignores the weather; measuring moisture means plants get water when they need it, which usually saves water and reduces root diseases from overwatering.
Placement matters: install probes in the root zone, in more than one spot per zone, and away from drippers so a single wet spot doesn't fool the system.
Light is the energy plants grow on. Measuring it tells you whether shade nets are needed in harsh midday sun and helps explain changes in growth over the season.
Plants use carbon dioxide to grow. In a closed greenhouse on a sunny morning, plants can draw CO₂ down below outside levels, slowing growth. Some high-value growers add CO₂ to boost yields.
For many naturally ventilated greenhouses, CO₂ is a nice-to-have. We usually add it once the essentials are working well.
For hydroponic and fertigation systems, the nutrient solution is as important as the air. EC (electrical conductivity) shows how concentrated the nutrients are. pH affects whether plants can actually absorb them.
| Measurement | Main decision | Reading every | Priority |
|---|---|---|---|
| Air temperature | Vent, cool, shade | 1 to 5 min | Essential |
| Relative humidity | Vent, mist | 1 to 5 min | Essential |
| VPD (calculated) | Overall plant comfort | With temp and humidity | Essential |
| Soil moisture | Irrigate | 10 to 30 min | Essential |
| Light | Shade, irrigation timing | 1 to 5 min | Recommended |
| CO₂ | Ventilation, dosing | 5 to 10 min | Optional |
| EC and pH | Nutrient dosing | 5 to 15 min | Essential for hydroponics |
Sensors only pay off when their readings lead to action. A few principles we follow when setting up automation and alerts:
This is the approach behind Viva: a small set of reliable sensors, sensible automatic controls and a dashboard that shows at a glance whether anything needs attention.