DeepPlants’ Post

I am excited to share the outcomes of my recent project! 📊🌱 Our in-depth exploration of regression models for soil pH prediction uncovered some intriguing findings.I'd love to connect if you share a passion for leveraging technology in agriculture and data-driven decision-making! Let's discuss the potential synergies over email or messenger. #MachineLearning #DataScience #AgricultureTech #SoilAnalysis #PrecisionFarming #DataInsights #ResearchResults #AgriTech #PredictiveModeling #TechInAgriculture

Event: HACKOUT'24 DAIICT Problem Statement: Agriculture and Space Project: Crop Yield Prediction System Our team participated in HACKOUT'24 conducted by DAIICT, a hackathon that challenged participants to innovate at the intersection of agriculture and space technologies. We chose to focus on the critical area of crop yield prediction, recognizing its potential to significantly impact agricultural planning and food security. Project Overview: We developed a Crop Yield Prediction System that historical weather data, and machine learning algorithms to forecast crop yields accurately. Our solution aims to provide farmers and agricultural planners with valuable insights to optimize resource allocation and improve overall crop management. Key Features:- Machine learning model for predictive analytics. User-friendly interface for easy interpretation of results. Customizable reports for different crop types and regions. Github Link 🔗 :- https://lnkd.in/dbsqPVFj

Vertical farming, #sustainability and Design of Experiments come together on today's episode of cc: Life Science. I talked to Tim Cuthbertson, PhD, Chief Science Officer at VelociGro about the how and the why of vertical farming. Imagine a greenhouse with LED lighting and plants grown vertically to maximize the yield per square foot. That's the how. The why is about removing seasonality from the equation which can reduce the carbon footprint of long supply chains and provide more fresh produce in urban environments. VelociGro is developing growth media for #verticalfarming. Design of Experiments is helping them quicky optimize formulae which has allowed a six-person company to release new products in about six weeks. Listen to the full episode here: https://lnkd.in/dm9W_2RD #lifescience #doe 👋 Hi, I’m Chris 🎙️ Founder and host of Life Science Marketing Radio. 👉🏻 I turn conversations into customers. 💌Learn more at https://lnkd.in/eDj2XGSy

🌱🌾 Excited to share our latest project on Crop Yield Prediction! Khanjan purani and I have been working tirelessly to develop a machine learning model that predicts crop yield using Decision Trees. 🌳💻 Our model leverages the power of Sentinel datasets and Google Earth Engine to generate NDVI images for given coordinates. 🌍🛰️ This allows us to analyze vegetation health and predict crop yield with higher accuracy. This project has been an incredible journey of learning and growth. Together, we're harnessing the power of technology to make a positive impact on agriculture. 🚜🌽 #MachineLearning #Agriculture #CropYieldPrediction #Sentinel #GoogleEarthEngine

🌾 Our own Ethan Noll is featured in the must-read article "Harvesting Insights: How AI Crop Scouting Is Driving Decisions." Discover how digital ag and AI are revolutionizing farming practices. 📈🤖 https://loom.ly/OD9u4OM #DigitalAg #CropScouting #HarvestingInsights #AgInnovation

🌾✨ Excited to hear from Charles Goranson, Managing Director Kvale Informatics Consulting! Hear how their partnership with Xact Agriculture is transforming data management in the farming world, making soil analytics accessible for farmers everywhere. 🌍 Head to our website: Xactag.com to learn more. #AgricultureInnovation #DataDrivenFarming #KvaleInformatics #XactAgriculture

Take a look Inside Innovation! 🔍🚀 I’m always curious about the latest and greatest in science and technology. Check out the first episode of the new #TeamBayer video series which takes a deeper dive into some of the groundbreaking innovations first unveiled at the Crop Science Innovation Summit last June. Hear from Jeremy Williams, Amanda McClerren, and Bob Reiter what farming will look like in the not-so-distant future. This first episode takes you to North America and into the world of the Preceon Smart Corn System. #CSInnovationSummit #AgInnovation #DigitalFarming #AgTech

🌱 Can AI be successfully used in agriculture? 🌱 In one of our projects, we were challenged to create a detector that takes a satellite image of a field as input and tells us which crops are threatened. 👉 The biggest challenges? 👇 1️⃣ There were various levels of identification, from broad categories, like the type of land, to highly detailed ones, like the type of threat. 2️⃣ There was a need for visual segmentation of the satellite image. 3️⃣ We had to label data efficiently so we didn’t waste the time of the agriculture experts. Interested in the result? 👇 ➡️ Check out our newest note on how we tackled this problem step by step! https://lnkd.in/dPhKn67v

Answers, not questions, should be the essence of data! That's the guiding principle at NoMaze. NoMaze was founded straight out of university by Finn Gaida and Jean-Pascal Lutze. The Munich-based #startup accelerates plant breeding research using #AI. 🌿🔍On our blog, we explore how NoMaze, tackles the challenges of plant breeding data analytics under time constraints. Learn about their innovative software solution designed to streamline the plant selection process and discover how they contribute to sustainable agriculture. If you're eager to meet Finn and Jean in person, be sure to save the date: 📅February 7th for the RootCamp #ecosystem party in #Hannover. Access the interview and register for the party by clicking on the link provided in the comment section below. ⬇️