Weather station and soil moisture management case study

Edaphic — Grapes Sap Flow Monitoring


Shiraz grapes sap flow monitoring by Edaphic Scientific, on behalf of NSW Department of Primary Industries.

“Integrating data from our ES-SYS Monitoring System with the platform was incredibly easy. The platform is far superior to the unreliable and cumbersome platforms offered by other providers.”


Edaphic Scientific provides environmental research and monitoring equipment for scientists, researchers, engineers, consultants and students, government and industry. Their expertise lies in irrigation management, plant physiology, soil science, hydrology, biogeochemistry, marine science and oceanography, microbiology and biomedical science.

They provide sensors for sap flow, dendrometers, leaf and canopy temperature, soil moisture, drainage, nutrient monitoring, water quality,weather stations. They also provide environmental monitoring systems with LoRaWAN or telemetry data loggers for a range of applications including scientific research, mining, horticulture, agriculture, landfills, aquaculture, deep sea oil and gas monitoring, waste water quality and groundwater.

The Problem

 Figure 1. An example of leaf scorching and berry damage on a non-irrigated Shiraz vine following a heatwave event.


Edaphic Scientific was engaged by the NSW Department of Primary Industries to deliver a remote, phyto-monitoring system to demonstrate technology, such as sap flow sensors, dendrometers and canopy temperature sensors, to the wine industry.
Heatwaves are an increasingly frequent challenge for agriculture. Short-term events, their impacts can be felt durably on productivity, yield and, ultimately, profitability of businesses.

Plants transpire to keep cool similarly to humans. Transpiration rates can be inferred via sap flow measurements – the rate of water movement in the plant’s xylem. If the peak sap flow rate is declining, a plant is probably experiencing stress.

Declining sap flow also means the plant is losing ability to cool itself which can lead to further damaging effects. Therefore, during a heatwave event, the peak sap flow rate should be maintained as best as possible.

When a heatwave event is approaching, a grape grower’s only real strategy to cope with the heatwave is to increase irrigation. However,water resources are becoming increasingly scarce and expensive, therefore allocating additional irrigation requires precise decision making.

Changing the irrigation strategy for a grapevine can alter the quality of grapes for wine production. Therefore, it is a decision that requires up-to-date and accurate data. The real-time assessment and management of crops before, during and after a heatwave, via the Internet of Things (IoT), may potentially alleviate damaging impacts of extreme weather events.

The Solution

Edaphic Scientific installed a range of sensors. Several phyto-monitoring stations, which included plant-based sensors, along with weather and soil moisture sensors, were installed on grapevines including Merlot and Shiraz (Figure 2).
Data were recorded and uploaded to the platform at 15-minute intervals. A Dashboard was created within the platform where plant transpiration, weather conditions, and soil moisture levels could be easily viewed (Figure 3). The Dashboard provided near real-time information (data from at least the last hour) as well as historical data over the preceding weeks.

Figure 2. Sap flow, dendrometer, soil moisture and temperature sensors were connected to a phyto-monitoring system to monitor grapevine responses to heatwaves.

Edaphic Scientific in collaboration with the New South Wales Department of Primary Industries used the platform to provide real-time data around a heatwave event in the Riverina district of western New South Wales.


Figure 3. A Dashboard in the platform displaying data from several phyto-monitoring stations in the Riverina district of NSW.

The Outcome

During the summer of 2017/18, there were several heatwave events in the Riverina district of NSW. Data in Figure 3, for example, shows a 7-day period where daytime temperature regularly exceeded 40 °C and reached a maximum of 46.4 °C.

A grape grower in this district decided to maximise irrigation to one grapevine, whereas another grapevine did not receive any irrigation during the heatwave event. Sap flow in the irrigated vines was maintained at a high rate of over 2l per hour during the extreme heat (the blueline in Figure 4)

Figure 4. Sap flow, volumetric soil water content, and ambient air temperature during a 7-day heatwave Jan. 2018. Blue lines are the irrigated vines, red lines the non-irrigated vines. During the heatwave, the irrigated vine increased sap flow; whereas the non-irrigated vine sap flow declined.

The lower rate of sap flow in the non-irrigated vine increased canopy temperature. This increased heat load led to a “burning” of the leaves and grapes. Many leaves and berries in the non-irrigated vines were observed to have undergone this scorching (Figure 1). Such damage to the crop will have negative impacts on quality and yield of the harvest.

Additionally, the irrigated vines increased sap flow on the hottest days of the week. In contrast, sap flow in the non-irrigated vines declined to approximately half the rate of the irrigated vines (the red line in Figure 4).

Better Decision-Making:
The use of IoT technology can assist growers in the decision-making process around extreme weather events.

Increased Responsiveness:
The IoT environmental platform can set alarms and alerts if parameters, such as temperature, exceed a critical threshold.

Improved Plant Health and Plant Protection:
Growers can also view their sap flow, soilmoisture or weather data in near real-time to make decisions as conditionschange. In this manner, growers can prevent irreversible damage, such as leafor berry scorching, to their crops.

What Edaphic Has to Say

“Integrating data from our ES-SYS Monitoring System with the platform was incredibly easy. The platform is far superior to the unreliable and cumbersome platforms offered by other providers.”

“The platform has been extremely reliable. We have been using the platform for over 3 years and it has never missed a beat.”

“My favourite component of is the processing feature. This gives me the ability to change or add virtual variables, often with complex equations, as needed.”

– Michael Forster, Director, Edaphic Scientific


Agriculture & Horticulture Irrigation & Farming


Agriculture Irrigation & Farming


Australia, New South Wales


ATMOS-41 Weather Station, HPV-06 Sap Flow Sensor, LT-IRM Canopy, LWS Leaf Wetness Sensor, SD-10T Dendrometer, Temperature Sensor