Applying RGB- and Thermal-Based Vegetation Indices from UAVs for High-Throughput Field Phenotyping of Drought Tolerance in Forage Grasses

Basic data from publication https://doi.org/10.3390/rs13010147 <strong>All_TDRdata.csv</strong> contains the data from 48 TDR sensors (30 cm) installed in the three rainout shelters. Sensors 1 - 18 were installed vertically to obtain soil moisture content averaged over the 10 - 40 cm profile, on 6 locations per shelter Sensors 19-21 were installed diagonally to obtain soil moisture content averaged over the 20 - 40 cm profile on one location per shelter Sensors 22-24 were installed diagonally to obtain soil moisture content averaged over the 40 - 60 cm profile on one location per shelter Sensors 25-27 were installed horizontally to obtain soil moisture content at 10 cm depth on one location per shelter Sensors 28-30 were installed horizontally to obtain soil moisture content at 20 cm depth on one location per shelter Sensors 31-33 were installed horizontally to obtain soil moisture content at 30 cm depth on one location per shelter Sensors 34-36 were installed horizontally to obtain soil moisture content at 40 cm depth on one location per shelter Sensors 37-39 were installed horizontally to obtain soil moisture content at 50 cm depth on one location per shelter Sensors 40-42 were installed horizontally to obtain soil moisture content at 60 cm depth on one location per shelter Sensors 43-45 were installed horizontally to obtain soil moisture content at 70 cm depth on one location per shelter Sensors 46-48 were installed horizontally to obtain soil moisture content at 80 cm depth on one location per shelter Climate.txt contains the daily averaged microclimatic data PhenotypingData.csv contains the phenotypic data from the UAV flights and the breeder scores本数据集包含论文https://doi.org/10.3390/rs13010147中的基础数据。其中，**All_TDRdata.csv** 收录了安装于3个防雨棚中的48支30 cm长度的TDR传感器（Time Domain Reflectometry, TDR）采集的数据：编号1至18的传感器采用垂直安装方式，用于获取每个防雨棚内6个采样点10~40 cm土层的平均土壤体积含水量；编号19至21的传感器采用斜向安装方式，用于获取每个防雨棚内1个采样点20~40 cm土层的平均土壤体积含水量；编号22至24的传感器采用斜向安装方式，用于获取每个防雨棚内1个采样点40~60 cm土层的平均土壤体积含水量；编号25至27的传感器采用水平安装方式，用于获取每个防雨棚内1个采样点10 cm深度处的土壤体积含水量；编号28至30的传感器采用水平安装方式，用于获取每个防雨棚内1个采样点20 cm深度处的土壤体积含水量；编号31至33的传感器采用水平安装方式，用于获取每个防雨棚内1个采样点30 cm深度处的土壤体积含水量；编号34至36的传感器采用水平安装方式，用于获取每个防雨棚内1个采样点40 cm深度处的土壤体积含水量；编号37至39的传感器采用水平安装方式，用于获取每个防雨棚内1个采样点50 cm深度处的土壤体积含水量；编号40至42的传感器采用水平安装方式，用于获取每个防雨棚内1个采样点60 cm深度处的土壤体积含水量；编号43至45的传感器采用水平安装方式，用于获取每个防雨棚内1个采样点70 cm深度处的土壤体积含水量；编号46至48的传感器采用水平安装方式，用于获取每个防雨棚内1个采样点80 cm深度处的土壤体积含水量。**Climate.txt** 收录了日均微气象数据。**PhenotypingData.csv** 收录了无人机（Unmanned Aerial Vehicle, UAV）航测获取的表型数据以及育种家评分数据。