Weather station and soil moisture management case study

ICT International

Using, soil and plant monitoring consultancy ICT International set up a monitoring & optimization system for their client’s Avocado farm. Optimizing water usage and farming yield. Automated remediation, client reporting. Easy management of client’s discrete monitoring network.


The Challenge

ICT International develops sensors, IoT Nodes, data loggers and telemetry systems enabling continuous real time monitoring of critical plant, soil and atmospheric parameters.

In late 2018 ICT International and NBN Co. installed a LoRaWAN monitoring program in an Avocado orchard with the specific objective to reduce rates of fruit drop and yield loss by improved irrigation scheduling.

Avocados are particularly sensitive to heat and water stress at the time of flowering and fruit set. By forecasting the risk factors contributing to plant water stress, notably low soil moisture and high VPD (Vapour Pressure Deficit), management decisions can be implemented to minimise the risk of fruit drop.

The Solution

This is the monitoring system solution engineered by ICT International:


    • Nexus8 Outback LoRaWAN Gateway
    • ICT S-NODE LoRaWAN supporting DBS-60 Band Dendrometer, ATMOS-14 Microclimate
      Sensor; TEROS-12 Soil Moisture Sensor.
    • ICT S-NODE LoRaWAN supporting ATMOS-41 Weather Station.

Weather station and soil moisture management case study

Image 1. ICT S-NODE (LoRaWAN) supporting all-in-one ATMOS-41 weather station. (Middle) ICT DBS60 Band Dendrometer for high resolution stem diameter measurements. (Right) ICT S-NODE (LoRaWAN) supporting the ICT DBS60 Band Dendrometer, ATMOS-14 microclimate sensor and the TEROS-12 soil moisture sensor.


Image 2. Map of LoRaWAN network showing locations of gateway, weather station and phytomonitoring sites

The Outcome

The sensor network was installed in December 2018, prior to a month of extreme heat which occurred during flowering and fruit set. Over January during fruit set the sensor network detected two significant plant water stress events, with local VPD (Vapor Pressure Deficit) levels rising above 5kPa.

Low soil moisture during the second event resulted in severe plant water stress which was reflected by higher levels of maximum daily contraction of the trunk (MDC). Managers observed high numbers of fruit drop coinciding with the second event (see image 4).

The current monitoring system will be further developed to provide automated notifications via SMS and Email when a water stress event is forecasted. Remotely controllable irrigation systems are currently being installed, which will allow operators to act on this intelligence to actively manage risks to the crop.


Image 3 - platform customised to a weather station dashboard.

Image 3. platform customised to a weather station dashboard.

The monitoring system will provide property owners the information required to remotely control irrigation to reduce plant water stress events; we’ll check in with ICT International to find out what impact this has on their client’s operations in 12 months.

Image 4 - platform customised to a phytomonitoring dashboard, including calculated VPD measurement.

Image 4. platform customised to a phytomonitoring dashboard, including calculated VPD measurement.

What ICT Has to Say

“Cloud-based, with an intuitive interface and great online documentation, was very quick and easy to set up for our clients.

“The customizable dashboard allows us to provide an application specific display for the range of verticals we work across, saving us time and improving the customer experience”

– Sam Fisher, Environmental Scientist, ICT.


Irrigation & Farming


Agriculture Irrigation & Farming


Australia, Queensland


ATMOS-14 Microclimate sensor, DBS-60 Dendrometer, ICT S-Node LoRaWAN, LoRaWAN Gateway, Nexus8 Outback, TEROS-12 Soil Moisture sensor