FloraPulse Sensor Troubleshooting Guide

Sensor Troubleshooting Guide

Is your data looking unusual? Let's figure it out.

What normal data looks like

Typical 2-day SWP pattern
Typical 2 Days
Sensor recovers overnight to the highest SWP right before dawn (predawn SWP), then dries out to reach lowest SWP during the hottest part of the day (midday SWP), and recovers again as temperatures drop. Two sensors installed in the same tree read similar values. Some difference is normal.
Typical 2-week SWP pattern
Typical 2 Weeks
Over the course of days, the sensors show trends as the tree uses water and the measured SWP drops, then the tree is irrigated and SWP increases as the tree recovers. This drying and recovery cycle is normal. During drying, midday SWP drops substantially, but predawn SWP only drops slightly.
Typical 2-month SWP pattern
Typical 2 Months
Over months, you should see a longer-term pattern of drying and recovery. There should be a clear recovery trend after irrigation. Recovery can sometimes happen in a day, but other times can take a week. Sensors will read zero when in water before installation.
Typical 1-year SWP pattern
Typical 1 Year
During winter, the tree loses its leaves and stops transpiring — sensors generally read zero SWP or slightly positive. During spring, leaves come out and a clear diurnal pattern begins. During summer, days are hotter and midday SWP is usually lower (more negative). In some crops, the sensor installation wound closes during winter — we recommend reinstalling sensors in the spring after leaf-out.
Microtensiometer SWP compared with the Schölander pressure chamber
Comparing to the pressure chamber

FloraPulse measures the same value as the Schölander pressure chamber — stem water potential — but continuously. The sensor itself responds in under 15 minutes; once installed in a tree, its response time is 1–3 hours, and it slows over the season as the mating compound and the xylem near the wound gum up.

So the reading lags the tree by 1–3 hours: if the tree bottoms out at noon, the sensor shows that low around 3 PM. Because the tree sits near its daily minimum for about 4 hours, this lag doesn’t affect irrigation decisions.

To compare against the pressure chamber: take chamber readings between 12–4 PM and compare them with the sensor’s lowest reading of the day (the “midday SWP”) — not the sensor value at the same instant.

Validating your sensor? Full guide → Transitioning from the pressure chamber (PDF) →
Great — your sensors are working normally!
Your data shows expected diurnal patterns and seasonal trends. No action needed.

Common Questions (Not Problems)

These are normal behaviors that scientists frequently ask about.

"My readings dip every afternoon"
This is the normal diurnal pattern. Plants experience peak water stress during the hottest part of the day (typically 12–4 PM). The sensor measures this real-time stress cycle. The lowest point each day is the “midday SWP” — this is the key value used for irrigation decisions.
"My two probes show different values"
Some disagreement between probes is normal — they are installed in different parts of the tree with different xylem connections. A consistent offset of 1–3 bars is typical and does not indicate a problem. If the daily pattern shapes are similar but offset, everything is working correctly. Disagreement over 5 bars may warrant investigation.
"Data reads zero in winter"
During winter dormancy, deciduous trees stop transpiring and SWP naturally goes flat near zero. This is expected behavior, not a sensor failure. Data during dormancy is not particularly useful and may be dominated by noise. We recommend removing and reinstalling sensors after winter for best accuracy.
+ "Readings are slightly positive (under +1 bar)"
Slightly positive readings example
Sensors may read values slightly above zero due to normal electrical noise. In some crops (e.g., grapevines during leaf-out), there is actually positive pressure in the xylem and the sensor reads this correctly. Readings up to +1 bar above zero are generally normal and not a cause for concern.

What does your data look like?

Select the pattern that best matches what you're seeing.

Data went flat
Data went flat, near zero, or too wet
Readings dropped to (or above) zero and stayed there — flat, stuck, or too wet
Noisy data
Data is jumpy, noisy, or spiking
Erratic readings, unexpected spikes, or unrealistic values
Data too negative
Data is trending too negative (too dry)
SWP keeps dropping to unreasonably low values over days
Shrinking pattern
Daily pattern is shrinking or delayed
The difference between daily high and low SWP is getting smaller, or the lowest point has shifted to nighttime
NaN values
Getting NaN or data gaps
SDI-12 interface showing NaN values or missing data points
Seasonal issues
Installation or seasonal problem
Issues with installation, winter damage, freezing, or sensor validation
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FloraPulse datalogger issues
Battery, cellular signal, or upload problems with the FloraPulse 4G logger (not your own datalogger)
?
None of these match
Describe your issue to our AI assistant
Data went flat, near zero, or too wet
Which of these patterns best matches your data?
This is expected behavior
During winter dormancy, deciduous trees stop transpiring and SWP naturally goes flat near zero. No action needed. Consider removing and reinstalling sensors in spring after leaf-out for best accuracy.
Data is jumpy, noisy, or spiking
Which of these patterns best matches your data?
Data is trending too negative (too dry)
Which of these patterns best matches your data?
Daily pattern is shrinking or delayed
Which of these patterns best matches your data?
Getting NaN or data gaps (SDI-12)
Which of these patterns best matches your data?
Installation or seasonal problem
Which of these best describes your situation?

FloraPulse 4G Datalogger Issues

Which best describes the problem?

Diagnosis

Does your data match this pattern?
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If the issue returns, come back anytime.

All troubleshooting topics

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FloraPulse Scientist Support
Context:
Describe your issue and our AI will help diagnose it. For complex problems, we'll connect you with our team.
Email FloraPulse directly: admin@florapulse.com