VIRTUAL SENSORS
VPD
2. USE CASES
2.1 TOO HIGH VPD (humidity too low) Rate of evapotranspiration from the leaves can exceed the supply of water through the roots – the stomata will close and photosyntesis will slow down or stop. Leaves are at risk of high temperature injury, since evaporative cooling is reduced. To avoid injury and death from wilting, many plant species will either curl their leaves or orient them downwards in attempt to expose less surface area to the sun. This can downgrade the quality of potted and foliage plants and can also reduce the growth rate and quality of vegetable crops.- Plants are unable to evaporate enough water to enable the transport of minerals (calcium) to growing plant cells, even that the stomata may be fully open.
- At extremly low VPD water may condens onto leaves, fruits and other plant parts. This can provide a medium for fungal growth and disease.
- At low VPD also gutation can occur (plant exude water from their leaf cells).
- When plants are unable to evaporate water, excessive turgor pressure within cells can cause splitting and cracking of fruits (for example tomato).
- In cases where VPD alternates between too high and too low, fruit quality can be adversely affected by shrink cracks in the skin of the fruit, as turgor pressure alternately expands and contracts the water-filled cells in the fruit.
- More healthy plants, because of lower diseases pressure (low RH).
- More nutrients uptake, because of more root system activity (high transpiration), also more water uptake.
- If we keep high VPD at lower temperature (higher RH), we will avoid transpiration stress.
DEW POINT
The dew point is the temperature at which air is saturated with water vapor. When air has reached the dew-point temperature at a particular pressure, the water vapor in the air is in equilibrium with liquid water, meaning water vapor is condensing at the same rate at which liquid water is evaporating.
Below the dew point, liquid water will begin to condense on solid surfaces (such as blades of grass) or around solid particles in the atmosphere (such as dust or salt), forming clouds or fog. If the relative humidity is 100%, the dew point temperature is the same as the air temperature. Thus the air is saturated. If the temperature decreases, but the amount of water vapour stays constant, water will start to condensate. This condensed water is called dew as soon as it forms on a solid surface. It is expressed in degrees Celsius (°C) as well as in degrees Fahrenheit (°F).
Applications
Dew point temperature can be used to predict when a radiative frost will take place. For example, if the skies are clear, winds are light, and the air temperature at 6 pm is 7.2 °C (45°F), but the dew point is -2.2°C (28°F), then there is a potential for killing frost. Again, this is the potential to which the temperature can drop to under ideal conditions, but most likely not the actual low temperature.
High dew points can be used as a prediction of severe weather. The higher the dew point, the more moisture in the air for severe weather development. If dew points are below 13°C (55°F) conditions are generally stable, if temperature are around 18°C (between 55 to 64°F) semi moist and semi unstable, around 18°C (65 to 74°F) moist and unstable and above 23°C (74°F) very moist and very unstable. There are a number of other factors required for severe weather, but dew point temperature is important factor.
DELTA T
1.OVERVIEW
WHAT IS DELTA T?
- Delta T calculation requires an hygroclip sensor (Air Temperature and Relative Humidity) installed on the METOS® station: data can be viewed on FieldClimate in charts and tables with a detailed resolution.
- It is a measure that takes into account the combined effects of temperature and humidity and it indicates whether climatic conditions are suitable for spraying in order to maximize pesticide performance (A. MacGregor, 2010).
- The optimal Delta T range is between 2°C and 8°C.
- Although applicable all year round it is especially used in summer as higher temperatures and low relative humidity limit spraying time.
- Keep monitoring Delta T reading and set up an efficient spray on schedule. Weather conditions can change rapidly during the day, so having the ability to monitor delta T can help to improve pesticide performance.
Figure 1: Air Temperature and Relative Humidity Hygroclip sensor
2. DELTA T CALCULATIONS
Sensors needed:
- Air Temperature (from hygroclip)
- Relative Humidity (from hygroclip)
Delta T is calculated by subtracting the wet bulb temperature from the dry bulb temperature.
Figure 2: The relationship of Delta T to temperature and relative humidity. A common spray guideline is to spray when Delta T is between 2 and 8, with caution below 2 or above 10 (yellow areas). A Delta T value above 8°C is associated with higher temperatures and lower humidity, if lower than 2°C it is related to high relative humidity values. Source: Adapted by Gramae Tepper (2012) originally sourced from Nufarm’s sprays decisions chart.
3. DELTA T IN FIELDCLIMATE
Delta T is integrated in the Spraying Climate Window. It is available as a 7-day accurate forecast, calculated on an hourly basis and calibrated with on-side data from your METOS® station.
Figure 3: Delta T trend in relation to Air Temperature and Relative Humidity in FieldClimate.
4. HOW TO USE IT
On-site weather condition readings are required before each spray, in particular a live reading of Delta T is always recommended.
- Set a minimum or maximum threshold for SMS warning. Delta T live reading is updated every 5 minutes.
- For a more effective spray application combine Delta T with more weather parameters, e.g. wind speed and direction: avoid either variable or gusty or too calm wind conditions.
Figure 4: Insert Delta T marginal values in FieldClimate.
- Droplet survival will be very long leading to increased potential for drift – avoid spraying with RH>95%.
- Spray will not run off the leaf because of dew or fog.
- Avoid spraying during calm wind conditions – inversion layer therefore drifts.
- Avoid values greater than 10°C.
- Avoid spraying in air temperatures above 28°C.
- Potential impact on both droplet survival and evaporation rate: spray droplet will evaporate off the plant leaf before it has time to enter the plant tissue.
- Stressful situations for applying herbicides.
PORE EC
For the Decagon 5TE sensor it is now possible to calculate in FieldClimate the Pore EC according to the method illustrated in the 5TE Operators. Manual Version 3 – Decagon, derived form Hilhorst, M.A. 2000. To activate the calculation you have to switch it on in the Soil moisture configuration tool as indicated in Fig. 1. The calculation requires an offset term, which Decagon recommends to set equal to 6. This is also the default value inserted in FieldClimate, but it’s possible to change it in the relative box indicated in Fig. 1, since Hilhorst applies for different soils and media values between 1,9 and 7,6 and suggest to use an average value of 4,1.
Figure 1 – Only for Decagon 5TE sensor: activation of the pore EC calculation and offset term setting.
IMPORTANT NOTE:
- Remember that Bulk EC, Pore EC and Solution EC are different variables.
- The applied model cannot be used in dry soil. As a rule of thumb, the model applies for most normal soils and other substrates, if VWC > 10% . In any case the calculation is valid only with bulk permittivity bigger than the offset term.
EVAPOTRANSPIRATION
ET0 daily evapotranspiration is calculated with the FAO-56 Penman-Monteith equation and needs measurements (sensors) of:
- Air temperature
- Air humidity
- Solar radiation
- Wind speed
ET0 lets us know how much water the plant requires to grow each day, based on atmospheric demand. This water comes from root zone soil moisture and/or precipitation. On a typical hot day, a corn crop can use 7 to 9 mm or about 1/3 of an inch of water. In a week that could by 30 to 50 mm of water. This allow us to plan how much potential water is required to maintain crop health and yield.
Another Method to assess the evapotranspiration rates is the use of evapotranspiration pans.