Imagine a future where drones and artificial intelligence work together to protect your vineyards. That's what the AI4Leafhopper project is making a reality!
Manisha Sirsat, a researcher on the AI4Leafhopper team, has developed two artificial intelligence models that analyze the aerial images captured by our latest generation drone... and these models make it possible:
geolocation of each vine
to know if there are vine failures
quickly identify “sick” vines”
optimize the application of treatments
The result? Growers can have a detailed view of the health of their vineyards, detect problems early and make more informed decisions.
AI4Leafhopper is a project led by InPP and funded by the ICAERUS Horizon Europe program, which began in April 2024 and ended on April 30 with a final meeting involving the six European projects approved in the 1st edition of the ICAERUS program's PULL applications. The project team presented the AI-based models for detecting and monitoring the impact of the green leafhopper on vineyards.
The AI4Leafhopper project, InnovPlantProtect used a state-of-the-art drone to monitor the impact of the green leafhopper in the vineyards of our partners Reynolds Wine Growers and João Portugal Ramos. Although the results show that this advanced technology is more effective at detecting attacks at advanced stages, we are excited about the potential of this tool to provide valuable data for the management of this harmful insect.
We believe that with more research, we can refine our solution to detect early attacks and prevent significant damage to vineyards. Transforming the monitoring of this pest is where we want to go, always with the aim of protecting vineyards and guaranteeing the quality of production for winegrowers.
Over the next few days we'll be revealing everything that the AI4Leafhopper project is making a reality and how drones and artificial intelligence are working together to create a more sustainable future for viticulture. Stay tuned!
AI4Leafhopper, funded by the ICAERUS Horizon Europe program, which began in April 2024, is now in its final stages. The development phase of the project, which took place in the field, is now over and the final stage is to present the solutions developed by our team on Portuguese soil to the market.
Professor Pedro Fevereiro, CEO of InnovPlantProtect
InnovPlantProtect was present at the Science 2020 Meeting, which took place on November 3 and 4 at the Lisbon Congress Center in a hybrid format (face-to-face and online). Pedro Fevereiro, CEO of InPP, spoke about the activity of this Collaborative Laboratory in Elvas and its objectives for protecting Mediterranean crops from pests and diseases.
After 18 of the 26 Collaborative Laboratories (CoLAB) recognized in Portugal were presented on the first day of the Ciência2020 Meeting, the event continued yesterday with the presentation of eight more CoLAB, including InnovPlantProtect (InPP).
In the session dedicated to Biodiversity and Forestry and Agri-food (session 3), moderated by ANI-National Innovation Agency, InPP's CEO, Pedro Fevereiro, gave a short seven-minute presentation in which he spoke about the importance of InPP's activity in the current context of major challenges for food production.
This Collaborative Laboratory based in Elvas is trying to develop innovative biological solutions to protect agricultural crops from the effects of emerging pests and diseases for which there are no solutions on the market. These pests and diseases, due to the increase in global average temperature, are moving and settling in territories where they didn't exist before, including Portugal.
If the current situation is serious - “around 40% of the world's crop production is lost to pests and diseases every year”, as Pedro Fevereiro pointed out - imagine what it will be like when the average global temperature rises by the much-feared 2 degrees Celsius. “Climate change is increasing the risk of new pests and diseases emerging and expanding the areas affected. This problem, coupled with the EC's decision to discontinue traditional active molecules [synthetic agrochemicals] in Europe, imposes the need to develop alternative solutions,” warned the researcher who leads InnovPlantProtect, stressing that this is precisely the focus of the activity of the CoLAB he leads.
NASA map shows global temperature variation in 2019
In this sense, sustainability is the concept that best characterizes the products that InPP is developing. “New solutions for protecting Mediterranean crops must be more sustainable. In addition to new biopesticides based on oligopeptides and small RNAs, and formulated with biocompatible micro or nanoparticles, InPP will develop new plant varieties through genome editing and molecular selection assisted by molecular markers,” he explained.
With regard to the most interesting crops for the application of these solutions, Pedro Fevereiro gave a list of fruits and cereals whose production is of great importance to the national economy: olive trees, pears, grapes, cherries, blackberries, raspberries, strawberries, citrus fruits, tomatoes, almonds, corn, wheat, barley, oats and rice.
In addition to products, InPP will also provide services for the identification and molecular diagnosis of pests and diseases, as well as the “characterization of matrices using Fourier Transform Infrared (FTIR) spectra analysis, the molecular certification of plant varieties, the monitoring and diagnosis of pests and diseases, the creation of models for the spread of agricultural pests and diseases, forecasting models based on remote sensing data and risk models for emerging pests and diseases.
Rocha pear stenosis
Image credit: Voz do Campo
Pedro Fevereiro concluded his presentation at the Ciência2020 meeting with a summary of InPP's agenda for the coming months. In this regard, he revealed that InnovPlantProtect, the only one in Portugal working in this area of innovation, intends to develop a biopesticide to control the Xylella fastidiosa, a molecular strategy to control stenphyliosis in Rocha pears, tools based on geographic information systems to assist public and private decision-making in pest and disease control, an Artificial Intelligence-based early detection system for the early detection of the decline of cork oak forests produced by Phytophthora, Finally, to identify bread wheat alleles resistant to the new “Warrior” race of yellow rust and mobilize them in the desired varieties.
InnovPlantProtect will be present today at the Science 2020 Meeting, which is taking place at the Lisbon Congress Center in a hybrid format (in person and online). Pedro Fevereiro, CEO of InPP, will talk about the activity of this Collaborative Laboratory and its objectives in protecting agricultural crops from pests and diseases.
After 18 of the 26 Collaborative Laboratories (CoLAB) recognized in Portugal were presented in two sessions yesterday, the Science 2020 Meeting continues today with the presentation of eight more CoLAB, including InnovPlantProtect, a private non-profit association based in Elvas that is trying to develop innovative biological solutions for crop protection.
In today's session, dedicated to Biodiversity and Forestry and Agri-food (session 3), InPP's CEO, Pedro Fevereiro, will give a seven-minute presentation in which he will talk about the importance of InPP's activity, the products and services that its team of researchers is trying to develop to protect agricultural crops from biotic and abiotic factors, including climate change and new emerging pests and diseases that, due to the increase in global average temperature, are moving and settling in regions where they didn't exist before.
Session 3, moderated by the National Innovation Agency, will take place between 11.30 and 12.30.
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