Field trial raw and processed datasets for 2021 winter field season
收藏资源简介:
A spreadsheet dataset collection from LMA field trials conducted at six locations across Australia - three sites in Western Australia and one site each in South Australia, Victoria and New South Wales. The collection includes observed and measured data from the 2021 winter wheat field season. Observed data include weather records from automated stations very near to the trial site or on-site, temperature records from Tinytag TGP-4500, TGU-4017 and TGP- 4014 loggers, Z65 flowering dates and grain sampling harvest dates. Field trial data include laboratory measured grain quality using an enzyme-linked immunosorbent assay (ELISA) optical density for LMA testing (South Australian Research and Development Institute, PIRSA) and Falling Numbers (Australian Grain Technologies) with BLUP analysis results (Centre for Biometrics and Data Science for Sustainable Primary Industries, University of Wollongong) at plot level, with processed data aggregated to time-of-sowing level. Spreadsheet column name definitions are included in each file. The 2021 dataset had challenges due to the cool and wet conditions during the season and at sample harvest time.
本数据集为澳大利亚境内6个地点开展的LMA田间试验(LMA field trials)所产生的电子表格数据集合集,其中西澳大利亚州设3个试验点,南澳大利亚州、维多利亚州与新南威尔士州各设1个试验点。该合集涵盖2021年冬小麦田间季的观测与实测数据:观测数据包括距试验点极近或设于试验点内的自动气象站气象记录、采用Tinytag TGP-4500、TGU-4017及TGP-4014型记录仪获取的温度记录,以及Z65开花期与谷物取样收获期数据;田间试验数据包含小区尺度下的实验室谷物品质检测结果,具体包括通过酶联免疫吸附试验(enzyme-linked immunosorbent assay, ELISA)光密度值开展的LMA检测(由南澳大利亚研究与发展研究所、PIRSA提供支持)、澳大利亚谷物技术公司(Australian Grain Technologies)测定的降落数值(Falling Numbers),以及由可持续农业生物统计学与数据科学中心、伍伦贡大学生成的最佳线性无偏预测(Best Linear Unbiased Prediction, BLUP)分析结果;经处理后的数据已按播种时间维度完成聚合。各文件均包含电子表格列名的定义说明。2021年数据集因试验季及样品收获期阴冷多雨的天气条件,存在数据质量相关挑战。



