
Cristina Moussoungedi
🌱 Pourquoi l’explicabilité est essentielle dans l’IA appliquée au végétal Dans l’alimentaire et l’agriculture, l’IA devient un outil incontournable. Mais un modèle performant ne suffit plus. Ce qui fait réellement la différence aujourd’hui, c’est l’explicabilité – la capacité de comprendre pourquoi l’algorithme recommande une action, détecte un risque ou prédit un comportement végétal. Dans le monde végétal, chaque décision dépend d’une multitude de facteurs : hydratation des fibres réactions en chaîne (température, humidité, stress) texture, structure, transformation variabilité naturelle des plantes comportement du sol et microclimat Un modèle « boîte noire » ne peut pas être utilisé en R&D ou sur le terrain. Les chercheurs, les ingénieurs et les professionnels ont besoin d’un raisonnement transparent, capable d’expliquer les mécanismes. 💡 Un modèle peut être dupliqué. Mais un système explicable, ancré dans la compréhension des processus végétaux, devient réellement utile. En travaillant sur mes projets – que ce soit l’irrigation intelligente d’une serre solaire ou la modélisation des textures végétales – j’ai constaté à quel point l’explicabilité transforme un prototype en un outil scientifique : 👉 on peut valider les hypothèses 👉 comprendre les erreurs 👉 ajuster les paramètres 👉 créer des jeux de données plus propres 👉 et surtout… faire confiance aux résultats Les données de qualité sont l’autre pilier essentiel. Dans l’IA végétale, le dataset est de l’or : il doit capturer la complexité du vivant, refléter les variabilités naturelles et permettre de construire une logique robuste. L’avenir du food-tech et de l’agroalimentaire passera par des IA : explicables transparentes ancrées dans les phénomènes réels capables d’aider, pas de remplacer co-construites avec les experts du végétal Et eu égard à la vitesse à laquelle le domaine évolue, je suis convaincue que les profils hybrides – entre science végétale, compréhension culinaire, data et IA – auront un rôle clé. La technologie ne suffit pas. C’est la compréhension du vivant qui transforme l’IA en un outil durable. #IA #Explicabilité #XAI #Agroalimentaire #IAvégétale #FoodTech #Research #Innovation
25 Novembre 2025 à 13h14
Voir sur LinkedIn →KUMARI JULI
𝐑𝐞𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐠𝐫𝐢𝐜𝐮𝐥𝐭𝐮𝐫𝐞: 𝟐𝟎𝟐𝟓 Download Free Sample Report: https://lnkd.in/dkrAtNF5 Transform your farming strategy with Regenerative Agriculture where soil health meets climate action. Enhance yield, resilience, and sustainability while contributing to carbon sequestration and biodiversity restoration. Why it matters: ✅ Build fertile, productive soils ✅ Conserve water and reduce waste ✅ Support climate mitigation with every harvest ✅ Access premium, sustainable market opportunities 🌍 Join forward-thinking farmers, agritech innovators, and sustainability leaders who are turning eco-friendly practices into profitable, future-ready solutions. Leap smarter, greener farming. Your farm, your legacy. #RegenerativeAgriculture #SustainableFarming #SoilHealth #CarbonSequestration #ClimateMitigation #Biodiversity #WaterConservation #OrganicFarming #PrecisionAgriculture #SmartFarming #AgTechInnovation #EcoFriendlyFarming #SustainableFood #FarmToFork #FutureOfAgriculture
25 Novembre 2025 à 13h13
Voir sur LinkedIn →Nicola Polito
I attend at the Italy-Saudi Arabia Business Forum 2025, today 25 November, in Riyadh, for Trentino Sviluppo S.p.A. and Trentino. It represents one of the largest bilateral economic events in recent years, as well as a strategic appointment for economic relations between the two countries. Organised by ITA - Italian Trade Agency with the support of the Italian Embassy in Riyadh and the main Saudi counterparts. Entrepreneurs and managers from over 430 Italian companies from various sectors, for a total of 805 Italian participants registered as of today, including 385 from the infrastructure sector, 146 from high-tech sectors, 99 from the pharmaceutical sector, 95 from agritech and 80 from the sports industry. For Italian companies (which in the first nine months of 2025 exported goods worth 4.4 billion Euros to the Kingdom, an increase of 4.3% compared to the previous year, according to Ice data) this is a key market for further increasing their exports, especially in this historical phase of redefinition of the balance and routes of global trade. For Saudi Arabia, Italy, with its manufacturing excellence in all sectors, is an ideal partner to achieve the objectives of Vision 2030, the development strategy launched by the government in 2016, which aims to diversify the national economy, reducing dependence on oil through major investments in the sectors of manufacturing, infrastructure, renewable energy, tourism, as well as culture and sport. #ItaliaArabiaSaudita #BusinessForum2025 #MadeInItaly #Vision2030 #DiplomaziaEconomica #ArabiaSaudita #Expo2030
25 Novembre 2025 à 12h19
Voir sur LinkedIn →datadriveharvest
The Agritech Revolution: How AI Is Reshaping Agriculture Agriculture is changing—and so are the lives of farmers. AI is giving farmers hope, confidence, and the power to protect their crops like never before. From diagnosing diseases with a single photo to guiding farmers on the right chemicals to use, AI is becoming the silent partner every farmer deserves. In Zimbabwe and across Africa, this technology is not just improving yields—it’s transforming futures. At DataDriveHarvest, we believe every farmer should have access to smart, reliable support right in their hands. Together, we can build a future where no farmer is left behind. 🌍 www.datadriveharvest.com #Agritech #AIAgriculture #SmartFarming #DataDriveHarvest #FutureOfFarming #AfricaAgriculture
25 Novembre 2025 à 12h17
Voir sur LinkedIn →RESI S.p.A.
🔷 𝟮𝟱 𝗡𝗼𝘃𝗲𝗺𝗯𝗲𝗿 𝟮𝟬𝟮𝟱 – HortiQD Project: 𝟰𝗿𝗱 𝗚𝗲𝗻𝗲𝗿𝗮𝗹 𝗔𝘀𝘀𝗲𝗺𝗯𝗹𝘆 🌱Today and tomorrow, the HortiQD Project consortium is meeting in Bologna, Italy, for the 4rd General Assembly, a key milestone to align on project progress and next steps. ⚙️𝗔𝗴𝗲𝗻𝗱𝗮 𝗵𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀: 🔹 Communication & dissemination 🔹 Project status update 🔹 Specific topic updates 🔹 2 focus sessions on "Measurements and application scenarios" and "HSI camera & system integration" 💡 RESI S.p.A. contributed by presenting the innovative capabilities of the project’s final device, focusing on system integration & real-time data acquisition and analysis. 🤖 By combining robotics, hyperspectral sensing, AI, cloud computing, and micro- & nanosystems engineering, the HortiQD Project is paving the way for high-efficiency, secure, and eco-conscious agricultural solutions that enhance Europe’s global competitiveness. 📅 𝗗𝗼𝗻’𝘁 𝗺𝗶𝘀𝘀 RESI S.p.A.’𝘀 𝘀𝗽𝗲𝗲𝗰𝗵 𝗶𝗻 𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗜! Join tomorrow the HortiQD Project 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝘆 𝗪𝗼𝗿𝗸𝘀𝗵𝗼𝗽 | 𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗜: 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗙𝗼𝗰𝘂𝘀 to explore practical applications of HortiQD Project technologies. 🤝🏼 A heartfelt thank you to Tinexta Innovation Hub and all consortium partners for their continued collaboration and commitment. 🔗 𝗟𝗲𝗮𝗿𝗻 𝗺𝗼𝗿𝗲: www.hortiqd-project.eu 📲 𝗟𝗶𝗻𝗸𝗲𝗱𝗜𝗻 𝗽𝗮𝗴𝗲: HortiQD Project #RESI #HortiQD #EuropeanProjects #Innovation #DigitalAgriculture #AgriTech #DataIntegration #Sustainability #SmartFarming #SpectralSensing #Robotics
25 Novembre 2025 à 11h19
Voir sur LinkedIn →Jasonakshay Kakumanu
Agri-Tech & Indian Farming Ecosystem 🌾🚜 India’s agriculture sector has so much potential, but many young people don’t notice it. While learning about Agri-Tech, I realized how much technology can support farmers—whether it’s soil data, smart logistics, precision farming, or simply better access to information. What inspires me most are the people driving change: Farmers testing drones and new tools Startups building better supply chains NGOs training rural communities Students joining the space with fresh ideas Farming isn’t outdated. It’s transforming every day. 👉 For people working in agriculture: What’s one misconception about farming that young Indians need to unlearn?
25 Novembre 2025 à 11h17
Voir sur LinkedIn →Sollum Technologies
𝗢𝗨𝗥 𝗦𝗨𝗣𝗣𝗢𝗥𝗧 𝗪𝗢𝗥𝗞𝗦 𝗙𝗢𝗥 𝗬𝗢𝗨. End-to-end support is an essential part of our solution. We do this for growers like no one else. Our solution monitors fixtures 24/7, and our team of agronomic and technical experts is available to answer your questions. They'll even visit your greenhouse to help you. From planning to harvest, we’re with you. Results from growers speak for themselves. 👉 https://lnkd.in/ePvVAUkg #Sollum #360AgronomicSupport #360Support #DynamicLEDLighting ---- 𝗡𝗢𝗧𝗥𝗘 𝗦𝗢𝗨𝗧𝗜𝗘𝗡 𝗧𝗥𝗔𝗩𝗔𝗜𝗟𝗟𝗘 𝗣𝗢𝗨𝗥 𝗩𝗢𝗨𝗦. Un soutien de bout en bout fait partie intégrante de notre solution. Nous accompagnons les producteurs comme personne d’autre. Notre plateforme surveille vos luminaires 24/7 et notre équipe agronomique et technique répond à vos questions. Nous nous déplaçons même en serre pour vous aider. De la planification à la récolte, nous sommes à vos côtés. Les résultats des producteurs parlent d’eux-mêmes 👉 https://lnkd.in/eXTssn8U
25 Novembre 2025 à 11h15
Voir sur LinkedIn →Priyanshu Rajput
🌍🌱 Feeding the World Together: The Global Future of Agriculture By 2050, our planet will host nearly 10 billion people. The question isn’t can we grow more food? The real challenge is — Can we grow more sustainably, smartly, and inclusively? 🤝 Across continents, farmers are innovating: 🚜 Precision Agriculture 🐟 Aquaculture Expansion 🐄 Sustainable Livestock Management 🛰️ Remote Sensing & AgriTech ♻️ Circular & Climate-Smart Farming Every region contributes unique strengths: 🌾 Asia — Rice, aquaculture leadership 🌽 North America — Mechanization & data-driven farming 🍇 Europe — Sustainability & quality-focused systems 🥑 Latin America — High-value export crops 🐑 Africa — Growing livestock & youth-driven innovations 🤝 When global knowledge connects, agriculture advances. Farmers, researchers, policymakers & entrepreneurs — we are all part of one mission: A food-secure, climate-resilient world. 🌦️🌾 Let’s use this platform to: 🔹 Share innovations from our countries 🔹 Collaborate across borders 🔹 Support farmers everywhere 🔹 Inspire the next generation If you are committed to shaping the future of food: 👍 Like 💬 Comment your country & agri sector 🔁 Repost to spread global collaboration Follow for global insights on: #GlobalAgriculture #FoodSecurity #SustainableAgriculture #Aquaculture #Livestock #AgriTech #ClimateSmartFarming #InternationalFarming #FarmersWorldwide #BlueEconomy #OnePlanetOneFuture
25 Novembre 2025 à 10h16
Voir sur LinkedIn →Meghashyam Vaddi
🌾 Latest Agriculture Updates You Should Know (Nov 2025) 🌾 The agriculture sector continues to evolve rapidly with policy reforms, technology adoption, and global market shifts. Here are some key highlights: ✅ MSP for Rabi 2025–26 crops increased to support farmer income and stabilize production. ✅ Digital Farmer ID rollout begins across multiple states—aimed at faster subsidies, insurance, and scheme access. ✅ Agri-drones cross 1.5 lakh deployments, boosting precision spraying and input efficiency. ✅ Millet demand surges globally, strengthening India’s export presence. ✅ Climate-resilient crop varieties released by ICAR, helping farmers manage unpredictable weather. ✅ Micro-irrigation expansion under PMKSY, targeting 50 lakh hectares of improved water efficiency. ✅ Global commodity prices rise, especially cocoa & coffee due to climate impacts. Agriculture is entering a new era where technology, sustainability, and policy are shaping the future of food systems. Exciting times ahead for farmers, agri-entrepreneurs, and agri-tech innovators! #Agriculture #AgriNews #AgriTech #Farmers #Sustainability #ICAR #MSP #FarmingInnovation #RuralDevelopment #IndiaAgriculture
25 Novembre 2025 à 10h15
Voir sur LinkedIn →Rural 21 - The International Journal for Rural Development
India is the world's largest producer of mint. Smallholder farmers are currently confronting significant challenges: climate uncertainty, rising input costs, and shrinking returns. The Indo-German development cooperation project "Building a Resilient Mint Supply Chain in India" seeks to enhance the resilience of farmers through a holistic approach that combines on-farm #climateresilience, financial resilience, and off-farm livelihood improvement activities. #Irrigation #RuralDevelopment #ResilientSupplyChain 👉https://ow.ly/uGoZ50XwJvz
25 Novembre 2025 à 10h15
Voir sur LinkedIn →Viktor Kovalev
Beyond the Storm: Quantifying Hail and Heat Impact on Potato Yield and Processing Quality BE PROFY IN POTATOES NEWS Beyond the Storm: Quantifying Hail and Heat Impact on Potato Yield and Processing QualityThe agricultural landscape is increasingly defined by volatility, particularly from abiotic stresses like hail and extreme heat. In Canada’s “hail alley” of Alberta, research led by Jonathan Neilson and his team at the Lethbridge Research and Development Centre is providing much-needed clarity. Their findings confirm that the timing of a stress event is the primary […] The post Beyond the Storm: Quantifying Hail and Heat Impact on Potato Yield and Processing Quality first appeared on BE PROFY IN POTATOES NEWS. https://lnkd.in/eEG_8kwx YouTube Chanel https://lnkd.in/eW2cJKp2 our Whatsapp community https://lnkd.in/ejnx2eNH
25 Novembre 2025 à 10h12
Voir sur LinkedIn →TerraSight AI
Here is a nice desktop view of #FarmGuardian by TerraSight AI ! #Farmers #Farming #Agtech
25 Novembre 2025 à 10h11
Voir sur LinkedIn →Edren P.
The Real Revolution in Agriculture Isn’t Technology; It’s Perspective. We talk a lot about new tools in farming today, such as hydroponics, soil sensors, drones, AI, and climate dashboards, but here’s the truth: we don’t say enough. Technology didn’t change agriculture, but farmers who changed their mindset did, because the biggest shift happening in agriculture right now isn’t equipment—it’s attitude. Old Mindset: "Farming is hard, dirty work meant for those with no other options.” New Mindset: "Farming is a science, a business, and a profession worth mastering.” That’s the revolution, and it’s happening quietly in greenhouses, in hydroponic farms, in large-scale plantations, in backyards, and in the minds of people who refuse to accept that food production must stay the same forever. Technology Didn’t Replace Farmers—It Empowered Them. - Sensor data didn’t grow the plant. - Drones didn’t make decisions. - AI didn’t plant the seeds. But farmers who embraced these tools suddenly grew with more precision, less waste, and higher predictability. It’s not tech vs. tradition, but it’s wisdom plus innovation that finally meet each other halfway. Why does this matter? Because we’re entering a time when: - Climate patterns are erratic - Arable land is shrinking - Youth are choosing digital careers - Food demand is accelerating If agriculture doesn’t evolve, food security collapses. Not in 50 years but in the lifetime of the next generation. The New Revolution is not hydroponics, automation, or smart farming. Those are just tools. The revolution is farmers who are willing to unlearn, relearn, and transform. Farmers who don’t say we’ve always done it this way” and farmers who say, “we can do it better.” Perspective is the real innovation. My takeaway: The future of agriculture belongs to those who embrace both the footsteps of the farmer and the intelligence of modern systems. One honors heritage, and the other secures the future, and of course we need them both. What do you think? Are we ready for this mindset shift? #PantiMentality #Ikigaifarm #ModernFarming #Hydroponics #AgriTech #FoodSecurity #SustainableFarming #AgriLeadership #InnovationInAgri #FutureOfFarming
25 Novembre 2025 à 09h17
Voir sur LinkedIn →(OMAGRI) RPA Agriculture Infrastructure & Solutions Pvt. LTD.
🌿 Excited to announce a new chapter! (OMAGRI) RPA Agriculture Infrastructure & Solutions Pvt. LTD. has signed an MoU with #DMAPR to accelerate innovation in #remotesensing and satellite technology applications for India's medicinal and aromatic crops. 🤝 This MoU, signed by our Director Mr. Rasesh Trivedi and Mr. Nitinkumar Prajapati, marks a key step toward developing timely, research-driven, and scalable solutions for farmers and industry stakeholders. We are very thankful to Dr. Manish Das, Director, #DMAPR, for his leadership and support. 🎉 The signing ceremony was graced by Hon’ble MP Shri Miteshbhai Patel and other esteemed dignitaries, coinciding with the 34th Foundation Day of DMAPR. Congratulations to the entire DMAPR team on this milestone and best wishes for continued growth! 🔬 Let’s shape the future of agtech—empowering sustainable farm-to-pharma journeys with innovation and partnership. #OmAgri #DMAPR #MedicinalPlants #AromaticPlants #AgriTech #RemoteSensing #Geospatial #PrecisionAgriculture #DigitalAgriculture #ICAR #ICARDMAPR #SustainableFarming #FarmToPharma #InnovationInAgriculture
25 Novembre 2025 à 09h15
Voir sur LinkedIn →Chandana MM
Excited to share my project “Soil Moisture Monitoring using ESP32 and Soil Moisture Sensor”. 🌱📲 This IoT-based system measures real-time soil moisture levels to support smarter irrigation and more efficient farming practices. I extend my sincere thanks to Dr. Vijay Kumar Gowda B.N., Associate Professor (M.Tech, Ph.D.), Adhichunchanagiri University, for his valuable guidance and continuous support throughout this project. 🙏 Proud to contribute to innovative solutions in smart agriculture and IoT technology. 🚀🌾 #IoT #ESP32 #SmartAgriculture #SoilMoistureMonitoring #EmbeddedSystems #Agritech #Innovation #EngineeringProjects #AdhichunchanagiriUniversity
25 Novembre 2025 à 08h17
Voir sur LinkedIn →Vanessa Mulangala
🌱 This week at VSM AI Lite: AGRITECH OPPORTUNITIES YOU CAN START TODAY 🚀 Agriculture is transforming across Africa — and with the right tools, anyone can enter the sector with confidence. Our latest Insight Brief explores: ✨ High-impact agritech models you can launch ✨ A simple, actionable 1-page business plan ✨ A practical Startup Kit including solar irrigation + organic fertiliser ✨ Real opportunities powered by Africa–Asia innovation Whether you’re thinking about food production, sustainability, or launching your first agri-venture, this week’s brief gives you the clarity — and the tools — to make your move. 👉🏽 Want to receive this brief + weekly insights? Start with our 7-day free trial and join VSM AI Lite for €50/3 months or €200/year. 📲 Comment “I’m in”, send me a message to join. VSM Consult — Where African ambition meets Asian innovation.
25 Novembre 2025 à 08h15
Voir sur LinkedIn →