IoT4Ag @IoT4Ag
Internet of Things for Precision Agriculture (IoT4Ag), an @NSF ERC uniting #agtech experts from @Penn @Purdue @UF & @UCMerced iot4ag.us Philadelphia, PA Joined June 2021-
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⚡️ How much energy will your ag robot use next? UC Merced researchers trained a model using 72 orchard trials to find out! 🧠 Context-aware deep learning 🛤️ Route shape + speed + payload = power forecast 📉 <20% error on structured routes 🔗 ieeexplore.ieee.org/abstract/docum…
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📡 Can passive RFID work underground? Purdue’s OATSMobile + Avena system read 194 buried sensors (up to 30 cm deep) and logged 8,973 events—no batteries needed. #LCIoT2025 #Backscatter #IoT4Ag #AgTech 👨🔬 Castiblanco, Balmos, Krogmeier, Buckmaster 🔗ieeexplore.ieee.org/document/11118…
❓ Want to pursue a PhD in ag or engineering? 🌐 Join our FREE Pathway to PhD Workshop on Sept 20 (11 a.m.–4 p.m. EDT)! 📘 Grad school tips 🟩 NSF GRFP guidance 🤝 Mentor support through Oct 31 👥 Open to U.S. citizens/PR ➡️ Register now: iot4ag.us/pathway-to-phd/ #IoT4Ag #PhDPrep
🔋 UF robot wirelessly recharged 3 buried receivers (405 mW @ 18 cm) using rotating magnets. First-of-its-kind system for ag sensors. #Transducers2025 #WirelessPower #IoT4Ag 📖 Read more: ieeexplore.ieee.org/document/11109…
Corn yield prediction—done smarter. 🌽 Purdue researchers present a Contextualized LSTM-DNN (MAPE = 5.49%) that fuses soil, weather & topology data. 🔗ieeexplore.ieee.org/document/11118… #AgTech #IoT4Ag #DeepLearning #LCIoT2025 👩🔬 Basir, Li, Kong, Castiblanco, Krogmeier, Buckmaster
A 1-step, room-temp process creates optical metasurfaces from chitosan + TiO₂ nanocrystals 🌿 📈 250% sensitivity boost (0.29 nm/%RH) 💧 Visible-light humidity sensing—low power, field ready! 🔗 pubs.acs.org/doi/10.1021/ac… #AgTech #IoT4Ag #SmartSensors
New paper alert! Our 4D LiDAR-RGB mapping tracks individual apples through the season with 96.9 % counting accuracy, 1.1 cm size error, and a 23.7 % bump in temporal matching precision. Plus, a public multimodal orchard dataset! 🌳📊 Read 👉 iot4ag.us/iot4ag_researc… #AgTech #IoT
Meet Chris Feng 👋—Purdue undergrad & the newest member of #IoT4Ag! Drawn by cross-disciplinary collaboration, Chris is diving into ag-engineering research with Harsh Pathak. Fun fact: He collects specialty crop data (and coins too!) #AgTech #SmartFarming
🚀 Excited to welcome Bruno P. to the #IoT4Ag team! 🎉 A Purdue MS student, he’s teaming up with us & industry partners this summer to build IoT solutions for smarter, more sustainable farming 🌱🚜. Fun fact: he never says no to a game of ⚽! #AgTech #SmartFarming
🍄 Tour highlight: @SouthMillChamps showed us how IoT is transforming mushroom farming—think smart climate control & real-time data. Thanks to the team for the warm welcome! 🌱📊 #IoT4Ag #SmartFarming #AgTech #MushroomFarming
We’re thrilled to welcome @CNHIndustrial to the IoT4Ag Advisory Board! Their leadership in ag tech strengthens our mission to innovate at the intersection of research & real-world impact. 🌾🔧 #AgTech #IoT4Ag 🔗 iot4ag.us/industrial-pra…
🦈 7 teams. 3-minute pitches. 1 Shark Tank challenge. IoT4Ag students brought big ag-tech ideas to our industry judges. 🥇 Harsh Pathak 🥈 Akhila Mallavarapu 🥉 Weihang Li #IoT4Ag #SharkTankChallenge #AgTechStartups #NSFERC
5 campuses. 3 days. 47 flash talks + a Shark Tank showdown. IoT4Ag’s 2025 Retreat at @Penn was packed with ag-tech ideas, action & impact. 🌱💡 #IoT4Ag #AgTech #SmartFarming #NSFERC
🧲 Rotating magnet EWPT blows coils away: ✔ 3.9× more power ✔ 6× efficiency ✔ Highest-ever power density (543 mW/cm³/mT² at 30 cm) Perfect for IoT in tough spots like underground or implantables. 🔗mdpi.com/1996-1073/18/1… #AgTech #WirelessPower #IoT
New publication in Smart Agricultural Technology: fully biodegradable, screen‐printed LC soil‐moisture sensor on cellulose paper 🌿 Battery-free wireless readout (≈10 cm) 📡 113-day stability ♻️ Optimizing irrigation and reducing e-waste. 🔗: sciencedirect.com/science/articl…
Join us in welcoming Raymond Yan to #IoT4Ag! Raymond is an undergrad at Penn State, working with a PI from the University of Florida this summer. He’s passionate about agricultural innovation. Fun fact: Raymond is a jazz enthusiast and enjoys record production!
Please join us in welcoming Sri Naimisha Peddada to the IoT4Ag team! A grad student at the University of Pennsylvania, Naimisha brings a unique blend of electrical engineering expertise and a personal connection to agriculture through her mother’s work in smart ag. @SPeddada46381
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