# Moritz Nelle

> At the Intersection of Crops and Technology


## Posts

- [Why You Should Go Abroad in Your Studies](https://moritznelle.com/go-abroad-in-your-studies/): I thought I spoke English until a bus driver in Cork threw me off his vehicle, but that moment of confusion somehow became the entry drug for my entire research career. Here is why you should absolutely apply for a semester abroad.
- [PhenoSelect: Training a Neural Network Because I Refuse to Click on 100,000 Leaves](https://moritznelle.com/phenoselect/): An introduction to PhenoSelect, an open-source deep learning pipeline designed to automate leaf segmentation and trait classification in High-Throughput Plant Phenotyping (HTPP). Built on the YOLOv11 framework , this tool processes RGB-NIR and hyperspectral imagery to extract quantitative leaf-level data.
- [How to Image a Whole Apple](https://moritznelle.com/how-to-image-a-whole-apple/): A deep dive into the process of building a custom hardware and software solution to overcome the complex challenges of 3D object imaging.
- [Beyond the Naked Eye OR Why More Data Isn't Always Better](https://moritznelle.com/hyperspectralimaging/): An exploration into how hyperspectral imaging and machine learning can be used to see the invisible and quantify surface defects on apples.
- [Introduction to Modeling](https://moritznelle.com/introduction-to-modeling/): Modeling is a powerful tool for bioscientists to understand complex systems. This introduction explains the core concepts and shows how simple rules can create complex, life-like emergent behaviors.
- [A Simple Simulation Webapp](https://moritznelle.com/a-simple-simulation-webapp/): Virtual Ecosystem Simulation More explanation about this Webapp, its working, mathematical backend, and an explanation what models in general are, can be found here. Manuals: Level 1: Basic Simulation (Getting Started) This level is about observing the core dynamics of the ecosystem without changing any rules. Goal: Watch the classic predator-prey population cycle emerge. Open the App: Navigate to the Virtual Ecosystem Simulator. You will see the main simulation window and the population graph. Adjust Initial Populations (Optional): Before starting, feel free to change the starting numbers for Initial Plants, Initial Herbivores, and Initial Predators in the main control panel. […]
- [Gym Occupancy Planner](https://moritznelle.com/at-what-time-to-go-to-the-gym/): If you're trying to find the best time for your workouts at the Bongerd gym (WUR), considering both low occupancy and your own schedule, I've developed a simple online tool that might help. It's designed to identify those quieter periods that align with your availability, so you can better focus on your training. You can use it to see when your ideal gym time might be.
- [Modeling the Future of Agrivoltaics: Simulating AV with LEDs](https://moritznelle.com/modeling_future_of_av/): Modeling the Future of Agrivoltaics: Simulating AV with LEDs A Blog Post A conceptual model discription Another Blog Post about a Model Figure 1: Behavior of different light sources over a day. Figure 2: Continuous Behavior of Artificial Radiation for Selected Days (Normalized) Figure 3: Continuous Behavior of Artificial Radiation Over the Year (Normalized) Other Posts from all Categories How to Image a Whole Apple A deep dive into the process of building a custom hardware and software… Beyond the Naked Eye OR Why More Data Isn’t Always Better An exploration into how hyperspectral imaging and machine learning can be […]
- [Expanding the Pipeline: Incorporating Canopy Height and Canopy Temperature](https://moritznelle.com/canopy-height-and-canopy-temperature/): This blog post explores how to expand a drone-based pipeline for crop analysis. By incorporating height and thermal data, along with canopy coverage, a more comprehensive understanding of crop health and growth can be achieved.
- [Teardown and Battery-Swap of a Oral-B Pulsonic Slim Clean 2000 Toothbrush](https://moritznelle.com/battery-swap-toothbrush/): This guide provides clear instructions for replacing your electric toothbrush battery yourself.
- [From Drone Images to Insights: Using Neural Networks for Canopy Coverage Detection and Measurement](https://moritznelle.com/canopy-coverage-pipeline/): This blog explores the development of a complete workflow—from drone images to accurate canopy coverage—using accessible tools and AI-driven techniques.
- [The Power of small Micro-Electronics Projects](https://moritznelle.com/the-power-of-small-micro-electronics-projects/): The Power of small Micro-Electronics Projects A Blog Post This anecdote demonstrates the power of small micro-electronics projects. With a small investment in time and money, I was able to solve a problem that was time-consuming and anoying. All Blog Posts The Problem: Leaking irrigation pipes and therefore unprecise water meter readings. (1) The Problem: Leaking irrigation pipes and therefore unprecise water meter readings. (2) Water meter with the ability to short the two wires (grey) for every liter, thats pasing through the pipe. Front side of the main board with the terminals on the left and the real-time-module in […]
- [Fruits (and an onion) in the water](https://moritznelle.com/fruits-in-the-water/): I just realized: pickles are not fruits either... well an edge-case. But tomatoes are.​
- [Starry Sky](https://moritznelle.com/starry-sky/): Let's look up at the starry sky.
- [Phenotype to Genotype Gap](https://moritznelle.com/phenotype-to-genotype-gap/): This report explores the genetic and phenotypic components of ideotypes, emphasizing their role in bridging the phenotype-genotype gap. Through the lens of quantitative genetics and the integrative approach of Crop Systems Biology (CSB), the report examines the complex interaction between genetic information, environmental factors, and crop physiology, offering insights into improving crop breeding strategies.
- [At the Intersection of Crops and Technology](https://moritznelle.com/intersection/): Let me explain, what I mean with my motto ("At the Intersection of Crops and Technology").
- [Snow](https://moritznelle.com/snow/): For all who can not wait for the next holiday season.
- [Food](https://moritznelle.com/food/): I collected a couple of delicious images from family gatherings.
- [Night 'n Light](https://moritznelle.com/night-n-light/): Trying some high ISOs and long exposures.
- [City under different Angles](https://moritznelle.com/city/): A city captured under different angles and rotations.
- [Waffle](https://moritznelle.com/waffle/): A mouthwatering collection of pictures about the process of making waffles.
- [Farming](https://moritznelle.com/farming/): A small Collection of Farming Pictures
- [Rules and Tips for the Library](https://moritznelle.com/rules-and-tips-for-the-libary/): Rules and Tips for the Libray A Blog Post Dos and Donts for enjoing the Library All Blog Posts I am writing this somewhat at a short-term notice because I am in a rage: It is self-study week at my university and the library is like an asylum. But not because students are learning like crazy, but because all the rules I took for granted are ignored. To make it clear, I do not complain about every single student in the library, as a matter of fact, most of them are awesome and stick to the (written and unwritten) rules. […]

## Pages

- [Page not found](https://moritznelle.com/page-not-found/): 404 Page Not Found Sorry, this page does not exist. If you got here through a link on my website, I would be grateful, if you report the error here. Back to the Homepage
- [Legal Stuff](https://moritznelle.com/legal/): Legal Notice Here you’ll find information regarding the terms of use, privacy policy, and other legal matters related to this website. Disclaimer My goal is to keep this information timely and accurate. If errors are brought to my attention, I will try to correct them. However, I accept no responsibility or liability whatsoever concerning the information on this site.   External Link Disclaimer External links are being provided as a convenience and for informational purposes only. They do not constitute an endorsement or an approval by myself. I am taking no responsibility for the accuracy, legality, or content of the […]
- [Landing Page](https://moritznelle.com/landing/): Moritz Nelle At the Intersection of Crops and Technology Visit my Website contact@moritznelle.com LinkedIn Download my CV (PDF) GitHub Download VCard This page is intended for display on mobile devices. That’s why it might look a bit boring on a computer. For more interesting content, please visit my website. Dismiss this alert.
- [Skills](https://moritznelle.com/skills/): Skills Explore the intersection of plant science, programming, image analysis and much more – a convergence of nature and technology. From nurturing the green world to crafting algorithms that decode visual data, follow me along on this webpage to get a better understanding of my strength and skillset. Posts about Career Explanation of the Percentages (%) Embark on a journey through my skill set, categorized by proficiency levels – each percentage representing a milestone in mastery. From expert (>90%) to novice (~10%), explore how I navigate the complexities of plant science, programming, image analysis, … with precision and passion. The […]
- [Personal Blog](https://moritznelle.com/personal-blog/): Personal Blog Reflections, casual musings, and thought-provoking concept. Join me on a journey of exploration and insight as we delve into diverse topics, from everyday observations to abstract ideas, all delivered with a personal touch. Posts from all Categories Blog Posts about Personal Rules and Tips for the Library Rules and Tips for the Libray A Blog Post Dos and Donts for…
- [Photography Blog](https://moritznelle.com/photography-blog/): Photography Blog Join me on a visual journey through casual photo albums, each image a glimpse into the world as I see it, inviting you to pause, ponder, and enjoy the art of storytelling through the lens. Posts from all Categories Selection Across all Categories Blog Posts about Photography Fruits (and an onion) in the water I just realized: pickles are not fruits either… well an edge-case. But tomatoes… Starry Sky Let’s look up at the starry sky. Snow For all who can not wait for the next holiday season. Food I collected a couple of delicious images from family […]
- [Career Blog](https://moritznelle.com/career-blog/): Career Blog From humble beginnings, navigating the intricacies of plant science and programming laid the foundation for my foray into image analysis. Today, I stand at the intersection of crops and technology. See, how I got here. Download my CV Posts from all Categories Blog Posts about Career Phenotype to Genotype Gap This report explores the genetic and phenotypic components of ideotypes, emphasizing their role… At the Intersection of Crops and Technology Let me explain, what I mean with my motto (“At the Intersection of…
- [Projects / Skill / Hobby Blog](https://moritznelle.com/projects-skill-hobby-blog/): Projects / Skill / Hobby Blog Dive into my blog, where I showcase a collection of projects spanning my diverse skills and passions. From intricate hobby creations to professional endeavors, each post offers a glimpse into my journey of innovation and mastery. See more of my Skills Posts from all Categories Blog Posts about Projects / Skill / Hobby No posts found! See more of my Skills
- [All Posts](https://moritznelle.com/all-posts/): All Posts All Post are listed here, to give to a fast overview about every thing, I have written to this point. If you are interested in a spesific category of my writing (Projects/Skill/Hobby, Career, Photography, Personal), just click on it. About Me Post Categories Career Here I tell more about singe steps in my jouney towarts my current situation. Projects / Skill / Hobby Read about projects, showcasing my skills.  Photography Have a good time, scolling through a couple of casual photo albums of mine. Personal Follow some of my more casual thoughts, ideas, and concepts. Blog Posts from all Categories Fruits […]
- [Contact Me](https://moritznelle.com/contact-me/): Contact Me Connect with me directly through the contact form or via mail. Here collaboration begins and ideas take flight. Whether you’re seeking colaboration/job opportunities, have inquiries about my work, or report a bug on this website, I’m looking forward to your message! Download my VCard Contact me directly via E-Mail General Contact: contact@moritznelle.com In terms of response time, it does not matter if you use the email address or use the contact form.I will reply as soon as possible. Contact Form Please enable JavaScript in your browser to complete this form.Please enable JavaScript in your browser to complete this […]
- [Career](https://moritznelle.com/career/): About Me/Career Hi there! I’m Moritz, a PhD student 🎓 at the intersection of crops 🌾 and technology 💻, asking the question how we can use technology to advance crop science and agriculture in a practical and meaningful way. For this, I have developed a range of skills, including programming microcontrollers in C, 3D printing, Python, CAD design, PCB design, image analysis (including hyperspectral, multispectral, and RGB imaging), neural networks, and two degrees worth of plant and crop science (full skill list with showcases). On this website, I share blog posts on a variety of topics and provide some background information on […]
- [Home](https://moritznelle.com/): Moritz Nelle 🔗At the Intersection of Crops and Technology Hi there! I’m Moritz, a PhD student 🎓 at the intersection of crops 🌾 and technology 💻, asking the question how we can use technology to advance crop science and agriculture in a practical and meaningful way. For this, I have developed a range of skills, including programming microcontrollers in C, 3D printing, Python, CAD design, PCB design, image analysis (including hyperspectral, multispectral, and RGB imaging), neural networks, and two degrees worth of plant and crop science (full skill list with showcases). On this website, I share blog posts on a variety of […]


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