Design: Leonardo Cerliani, Titta Kotilainen, Matthew Robson
Data preparation and modelling: Leonardo Cerliani, Titta Kotilainen, Pedro Aphalo, Matthew Robson
R/Shiny Implementation: Leonardo Cerliani
AOD and Precipitable Water Data: NASA Aeronet
Total Ozone column: NASA Aura
Clara 2.0 satellite Surface Incoming Shortwave Radiation data, available through CM SAF
Measurements of spectral radiation transmitted by screens and filter materials carried out by Titta Kotilainen and Matthew Robson
The sum of solar irradiance, expressed as the daily light integral (DLI), varies across geographical locations and with time of the year.
Greenhouse and tunnel covering materials developed for a range of purposes modify the spectral ratios received by plants.
Knowledge of light conditions under these materials will allow growers to choose those that improve plant growth and yield through manipulation of the spectral quality of sunlight.
To make information on DLI and light quality readily accessible to growers we have designed an easy-to-use app. The app provides information on: (1) Solar DLI as a global map for a selected month and a monthly time series of DLI; (2) The effect on photon ratios of sunlight transmitted by +80 commercially available screens
DLI is calculated from the Clara 2.0 satellite surface incoming shortwave radiation data (200-4000 nm), available through EUMETSAT CM SAF Climate Monitoring. The user obtains monthly DLIs at a desired location averaged over the period of 2005-2015.
The effect of the covering material is calculated at <1 nm resolution and displayed as biologically meaningful spectral photon ratios of Red to Far-Red (R:FR), Blue to Green (B:G) and Blue to ed (B:R). For this, monthly data is estimated using a linear model based on the historical data (last 10-20 years) of total ozone column depth (NASA Aura), precipitable water vapour and aerosol optical density (NASA Aeronet AOD 2.0).
Using dropdown-menus for “Manufacturer” and “Filter Type”, the user can select the best material for their desired purpose (e.g. climate screen or shade net). The app provides calculated spectral ratios of sunlight transmitted under the selected materials, and plots this information for easy visual comparison, together with an image of each material.
Spectal photon ratios are calculated as follows: blue:green (B:G) 420–490 nm/500-570 nm, blue:red (B:R) 420–490 nm/620-680 nm, red:far-red (R:FR) 655–665 nm/725–735 nm. B:G and B:R are according to Sellaro et al. (2010) and R:FR according to Smith (1982).
Sellaro R., Crepy M., Trupkin S.A., Karayekov E., Buchovsky A.S., Rossi,C., Casal J.J. (2010) Cryptochrome as a sensor of the blue/green ratio of natural radiation in Arabidopsis. Plant Physiol. 154, 401–9. https://doi.org/10.1104/pp.110.160820
Smith H. (1982) Light quality, photoperception and plant strategy. Annu. Rev. Plant Physiol. 33, 481–518.
DLI is calculated from the surface incoming shortwave radiation data according to Faust & Logan (2018).
Faust J.E. & Logan J. (2018) Daily light integral: A research review and high-resolution maps of the Unites States. HortScience 53, 1250-1257.
For detailed description about the materials and the complete data set of those measurements: https://zenodo.org/record/1472634#.XfE3MZMzapq
1: Leonardo Cerliani, Netherlands Institute for Neuroscience, Amsterdam, The Netherlands
Copyright © 2021, Leonardo Cerliani, Titta Kotilainen, Matthew Robson
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Made with R/Shiny