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Dataset . 2022
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ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2022
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Analysis of the root diameter distribution from time series images of real and simulated Cassava root systems

Authors: Müller-Linow, Mark; Wojchiechowski, Tobias;

Analysis of the root diameter distribution from time series images of real and simulated Cassava root systems

Abstract

The data was collected, simulated and analyzed in the framework of the CassavaStore project (a collaboration between IBG-2, Forschungszentrum Jülich, Germany and different institution from Thailand; for details see https://www.international-bioeconomy.org/cassavastore_eng). Aim of this project is to get a better understanding of storage root development in cassava (Manihot esculenta Crantz) in order to optimize cassava growth with respect to variety breeding and growth management. The storage root is one of the main providers of starch in Thailand and therefore of high economic importance. Monitoring the formation of storage roots over time via quantification of the root diameter distribution of excavated root systems was one of the key aspects addressed in this project. To measure the diameters a software was developed that identifies roots in RGB images and analyzes the diameters along each identified root automatically. The published data contains 1) analyzed images from cassava roots that were acquired in a video box; 2) simulated virtual root model images with known root diameter distributions that were used to validate the analysis approach; 3) a description of the data and the folder structure.

This research was funded by the German Federal Ministry of Education and Research (BMBF), grant number 031B0070 (CassavaStore)

Keywords

Root Diameter Distribution, Image Processing, Tuber Crops, Cassava Root Systems, Root Detection, Root Classes

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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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