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CORDIS - Wyniki badań wspieranych przez UE
CORDIS

High throughput real-time monitoring and prediction of fruit cracking by utilising and upscaling sensing and digital data technologies

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Preliminary fruit T data (odnośnik otworzy się w nowym oknie)

Fruit and fruit cluster T data as input for deep learning for wetness prediction and mechanistic modelling

Measuring uncertainty considering spatial distribution of fruit T and free water on the fruit surface (odnośnik otworzy się w nowym oknie)

Benchmarking the sensors system and output on T distribution per fruit and fruit cluster. The measuring uncertainty considering spatial distribution of fruit T and free water on the fruit surface is accessed based on training, (cross) validation, and test data sets.

Open access database for fruit temperature (odnośnik otworzy się w nowym oknie)

Climate change relevant data in fruit production are open access and further monitored in experimental fields

Dissemination, exploitation and communication plan I (odnośnik otworzy się w nowym oknie)

The main reference for communication activities, with guidelines for partners to disseminate and exploit results. Also includes the description of project's website and an action plan and reports on the planned liaisons with complementary AI and Sensing Data initiatives as well as the AoD.First iteration of the deliverable.

Dissemination, exploitation and communication plan II (odnośnik otworzy się w nowym oknie)

The main reference for communication activities, with guidelines for partners to disseminate and exploit results. Also includes an action plan and reports on the planned liaisons with complementary AI and Sensing Data initiatives as well as the AoD.Second iteration of the deliverable.

Policy Briefs and EIP-AGRI Practices abstracts I (odnośnik otworzy się w nowym oknie)

This deliverable summarizes two key outputs produced by the project. Policy Briefs will be created to inform policy makers at EU and MS level of how the insights generated in the CrackSense project can support key objectives, such as the CAP implementation, EU Mission on Soils or the European Green Deal. EIP-Agri abstracts will be created to disseminate key insights among the agricultural communities, ensuring wide dissemination of developed practices.First iteration of the deliverable.

Upscaling sensing tools I (odnośnik otworzy się w nowym oknie)

Upscaling sensing tools from tree to plot levels, results from combining sensing technologies and digital data. At the tree level, UAV-installed, LiDAR, RGB, TIR, MS and HyperSpectral (HS) devices, in combination with trunk and fruit dendrometers would allow assessing tree health and correlating it to cracking intensity. At the plot level, UAV remote sensing, as above, will be combined with satellite earth observation data of plot environment (T, RH and radiation), soil characteristics and plot geospatial data (elevation, slope).First iteration of the deliverable.

Protocol to fuse T and geometric information (odnośnik otworzy się w nowym oknie)

Calibration protocols are usable by partners doing experiments

Environmental and horticultural examiners associated with cracking I (odnośnik otworzy się w nowym oknie)

Local and regional environmental data, including climatic variables (temp/RH), and soil parameters (moisture, texture), will be associated with cracking intensity, and with the efficiency of known horticultural practices to alter cracking intensity. This would enable analyzing the effect of environmental variables on the efficiency of cracking-mitigating practices. Moreover, this would also enable, in the long run, to adjust treatments to specific local environmental conditions.First iteration of the deliverable.

Environmental and horticultural examiners associated with cracking II (odnośnik otworzy się w nowym oknie)

Local and regional environmental data, including climatic variables (temp/RH), and soil parameters (moisture, texture), will be associated with cracking intensity, and with the efficiency of known horticultural practices to alter cracking intensity. This would enable analyzing the effect of environmental variables on the efficiency of cracking-mitigating practices. Moreover, this would also enable, in the long run, to adjust treatments to specific local environmental conditions.Second iteration of the deliverable.

Publikacje

Occurrence of Wetness on the Fruit Surface Modeled Using Spatio-Temporal Temperature Data from Sweet Cherry Tree Canopies (odnośnik otworzy się w nowym oknie)

Autorzy: apia-Zapata, N.; Winkler, A.; Zude-Sasse, M.
Opublikowane w: Horticulturae, 2024, ISSN 2311-7524
Wydawca: MDPI
DOI: 10.3390/horticulturae10070757

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