![]() ![]() Spectral reference targets were used to calibrate images into values of reflectance, that are then used to calculated NDVI with improved accuracy compared with systems that use single references/standards. We describe a method for using a dual camera system connected to a Raspberry Pi to produce NDVI imagery, referred to as NDVIpi. Increasing the accessibility of spectral imaging systems through the development of small, low cost, and easy to use platforms will generalise its use for precision agriculture. The Normalised Difference Vegetation Index (NDVI), uses specific wavelengths to compare crop health and performance. Spectral imaging is a key method for high throughput phenotyping that can be related to a large variety of biological parameters. Raspbian OS Programming with the Raspberry Pi is your pathway to exploring all of this. ![]() The GPIO pins on your Raspberry Pi allow it to scale further to accomplish all kinds of projects and tasks. There are many features in Raspbian OS and on Raspberry Pi boards perfect for building an IoT program to suite various scenarios. ![]() You'll also learn the Wolfram Language and Mathematica, Scratch, IoT programs and IoT middleware, Node-RED, Interactive Data Visualization with Jupyter Notebook, and more. Start by using Raspbian shells to develop programs.Then follow projects and samples step-by-step to get new experiences in Raspbian OS development. You'll learn to build programs on the top of Raspbian OS in Raspberry Pi boards. With this book you’ll develop skills applicable to other real world applications in both hardware and software development all while working on simple and fun IoT projects that you can do yourself. Master the command line and Raspbian Linux as well as the physical connections of the Pi. ![]()
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