<?xml version='1.0' encoding='UTF-8'?><codeBook xmlns="ddi:codebook:2_5" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="ddi:codebook:2_5 https://ddialliance.org/Specification/DDI-Codebook/2.5/XMLSchema/codebook.xsd" version="2.5"><docDscr><citation><titlStmt><titl>UAV-derived time-series canopy traits, crop surface models, orthomosaics, and geospatial vector data for assessing repeatability and heritability in a cassava breeding population in Nigeria</titl><IDNo agency="DOI">doi:10.26165/JUELICH-DATA/UUBQJY</IDNo></titlStmt><distStmt><distrbtr source="archive">Jülich DATA</distrbtr><distDate>2026-08-17</distDate></distStmt><verStmt source="DVN"><version date="2026-08-17" type="RELEASED">1</version></verStmt><biblCit>Quiros, Juan, 2026, "UAV-derived time-series canopy traits, crop surface models, orthomosaics, and geospatial vector data for assessing repeatability and heritability in a cassava breeding population in Nigeria", https://doi.org/10.26165/JUELICH-DATA/UUBQJY, Jülich DATA, V1</biblCit></citation></docDscr><stdyDscr><citation><titlStmt><titl>UAV-derived time-series canopy traits, crop surface models, orthomosaics, and geospatial vector data for assessing repeatability and heritability in a cassava breeding population in Nigeria</titl><IDNo agency="DOI">doi:10.26165/JUELICH-DATA/UUBQJY</IDNo></titlStmt><rspStmt><AuthEnty affiliation="IBG-2">Quiros, Juan</AuthEnty></rspStmt><prodStmt><grantNo agency="Bill &amp; Melinda Gates Foundation">008053</grantNo><grantNo agency="Bill &amp; Melinda Gates Foundation">58147</grantNo></prodStmt><distStmt><distrbtr source="archive">Jülich DATA</distrbtr><contact affiliation="Institute of Bio and Geosciences, IBG-2: Plant Sciences, Forschungszentrum Jülich GmbH, 52428 Jülich, Germany" email="j.quiros@fz-juelich.de">Juan Quiros-Vargas</contact><contact affiliation="International Institute of Tropical Agriculture (IITA), Ibadan, Nigeria" email="anna.vandoorn@me.com">Anna van Doorn</contact><contact affiliation="International Institute of Tropical Agriculture (IITA), Ibadan, Nigeria" email="I.Rabbi@cgiar.org">Ismail Y. Rabbi</contact><contact affiliation="Institute of Crop Science, Biostatistics Unit, University of Hohenheim, 70599 Stuttgart, Germany" email="hans-peter.piepho@uni-hohenheim.de">Hans-Peter Piepho</contact><contact affiliation="Institute of Bio and Geosciences, IBG-2: Plant Sciences, Forschungszentrum Jülich GmbH, 52428 Jülich, Germany" email="j.bendig@fz-juelich.de">Juliane Bendig</contact><contact affiliation="Friedrich-Alexander University Erlangen-Nürnberg, Department of Biochemistry, Staudtstraße, 91058 Erlangen, Germany" email="wolfgang.zierer@fau.de">Wolfgang Zierer</contact><contact affiliation="Friedrich-Alexander University Erlangen-Nürnberg, Department of Biochemistry, Staudtstraße, 91058 Erlangen, Germany" email="uwe.sonnewald@fau.de">Uwe Sonnewald</contact><contact affiliation="Institute of Bio and Geosciences, IBG-2: Plant Sciences, Forschungszentrum Jülich GmbH, 52428 Jülich, Germany" email="u.rascher@fz-juelich.de">Uwe Rascher</contact><contact affiliation="Institute of Bio and Geosciences, IBG-2: Plant Sciences, Forschungszentrum Jülich GmbH, 52428 Jülich, Germany" email="o.muller@fz-juelich.de">Onno Muller</contact><depositr>Grygosch, Lars</depositr><depDate>2026-07-06</depDate></distStmt></citation><stdyInfo><subject><keyword>Agricultural Sciences</keyword><keyword>Phenotyping, Heritability, Repeatibility, Growth dynamics</keyword></subject><abstract>This dataset contains UAV-derived raster and vector data from cassava field trials conducted at the International Institute of Tropical Agriculture (IITA), Nigeria, during two consecutive growing seasons: 2018-2019 in Ibadan and 2019-2020 in Ikenne. The raster data include multi-temporal RGB orthomosaics and crop surface models (CSMs) generated from high-resolution UAV imagery. The vector data include plot-level polygon files for each season, with unique plot identifiers and associated canopy trait information. The dataset supports the analysis of UAV-derived cassava canopy traits, including plant height, plant volume, relative growth rate of plant height, and relative growth rate of plant volume. These data were used to evaluate temporal canopy growth dynamics, repeatability, and heritability of UAV-derived structural traits across 46 cassava genotypes.</abstract><sumDscr/></stdyInfo><method><dataColl><sources/></dataColl><anlyInfo/></method><dataAccs><notes type="DVN:TOU" level="dv">CC0 Waiver</notes><setAvail/><useStmt/></dataAccs><othrStdyMat><relPubl><citation><biblCit>Quiros-Vargas, J., van Doorn, A., Rabbi, I. Y., Piepho, H.-P., Bendig, J., Zierer, W., Sonnewald, U., Rascher, U., &amp; Muller, O. (2026). Repeatability and heritability of UAV-derived canopy traits in a cassava breeding population using time-series data from two consecutive growing seasons. bioRxiv. https://doi.org/10.64898/2026.06.03.729518</biblCit></citation><ExtLink URI="https://doi.org/10.64898/2026.06.03.729518"/></relPubl></othrStdyMat></stdyDscr><otherMat ID="f56119" URI="https://data.fz-juelich.de/api/access/datafile/56119" level="datafile"><labl>20180719_csm.tif</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">image/tiff</notes></otherMat><otherMat ID="f56111" URI="https://data.fz-juelich.de/api/access/datafile/56111" level="datafile"><labl>20180719_ortho_iita.tif</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">image/tiff</notes></otherMat><otherMat ID="f56106" URI="https://data.fz-juelich.de/api/access/datafile/56106" level="datafile"><labl>20180817_csm.tif</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME 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