Dataset title: The Bronson Files, Dataset 5, Field 105, 2014 Citation: The Bronson Files, Dataset 5, Field 105, 2014. Ag Data Commons. https://doi.org/10.15482/USDA.ADC/1523390. ++++++ FILE LIST File Title: Data Dictionary File Name: F105_2014_Data_Dictionary.csv Description: A comma separated file is presented, representing a table of the primary raw data variable descriptions. ++++++ File Title: README file for The Bronson Files, Dataset 5, Field 105, 2014 File Name: README_The Bronson Files, Dataset 5, Field 105, 2014 Description: Operational details and further description of the measured data signals ++++++ File Title: Field Activities Log File Name: F105_2014_ActivitiesLog_Wheat.csv Description: A comma separated file is presented, representing a table of experimental field activities and field samplings, with their respective dates. ++++++ File Title: F105, 2014 MegaTable File Name: F105_2014_MegaTable.xlsx Description: A unique full experiment season intermediate analysis Excel workbook is presented, containing an annotated variable list, and the primary investigation large data table linking all major experimental elements, such as the soil chemical and texture sampling, plus calculated and other values. The MegaTable file is a version of Dr. Bronson’s intermediate analysis table. Therein is a list of variable names with their descriptions, although a few variables have not been full described. Additional soil fertility chemistry information and calculated values are also presented, and the file also serves as an example. Nrate_ha is kg fertilizer N/ha Nrate_lb_ac is lb fertilizer N/ac Rain_mm is seasonal rain in mm Irrig_mm is seasonal irrigation in mm Water_mm is seasonal water input NO3Appm is mg/kg 1 M KCL-extractable NO3-N in 0-12 inches or 0-30 cm NO3Bppm is mg/kg 1 M KCL-extractable NO3-N in 12-24 inches or 30-60 cm Zn_ppm is extractable Zn in ppm in 0-30 cm soil Calcium_ppm is extractable Ca in ppm in 0-30 cm soil CEC is cation ion exchange in 0-30 cm in mmol/kg Sand_A is % sand in 0-30 cm soil Sand_B is % sand in 30-60 cm soil Sand_C is % sand in 60-90 cm soil Sand_D is % sand in 90-120 cm soil Sand_E is % sand in 120-150 cm soil Plt_g58 is plant biomass sample in g on 58 day of year Plt_ha58 is plant biomass in kg/ha on 58 day of year pltN_58 is plant nitrogen content in % on 58 day of year pltNha58 is plant nitrogen uptake in kg N/ha on 58 day of year Grain_moist is in % HHsed_g is final grain harvest by hand in g HHYld_ha is final grain harvest by hand in kg/ha (dry basis) CBsed_g is final grain harvest by combine in g CBYld_ha is final grain harvest by combine in kg/ha HI is harvest index (grain yield divide by total biomass) Yellow_berry_per is yellow berry counts (%) Weight_1000_seed_g is self-explanatory ++++++ File Title: Thermal data field map example File Name: F105_2014_IRT_Example_Map.pdf Description: An example field map of the nadir view thermograph, generated in ArcGIS, where the recorded thermal signature creates a pattern, or arrangement of data in space. ++++++ File Title: Intermediate analysis tables collection File Name: F105_2014_Inter_files.zip Description: A collection of 15 files, each where a two table Excel workbook is presented, one per data collection event. They contain additional metadata in a worksheet tab, and an intermediate processing table of custom SAS generated program output integrating measurements across both data loggers. GPS receiver location coordinates and other information is combined with the calculated vegetation reflection index values, and the canopy temperature and height measurements. The original version of this file was created soon after field measurements occurred, for immediate review during the experimentation. It serves here as an example of a process, and provides a partial analysis. These SAS output files represent intermediate pre-processed tables, where variables are ready to be mapped or statistically analyzed. There may be a few instances of serial communication numeric or other errors not replaced by the -9999 null term in the intermediate files, however this does not apply to the phenotyping sensing variables, only GPS and time variables which were still being developed in minor ways by developing CRbasic code on the CS logger. SAS output files were generated primarily by Conley, after the data collections and throughout the season, where Dr. White mentored, and in collaboration with Dr. Bronson and Dr. Mon, these intermediate table outputs were produced and delivered internally. Although minor formatting was performed for clarity on the files presented here, all the original table information was retained, as much as possible, to example process and provide the same data for reprocess option. ++++++ File Title: The collection of raw active optical reflectance csv files from the HS data logger File Name: F105_2014_HS data.zip Description: This HS data zipped folder, contains 15 raw active optical reflectance csv files representing 15 data collection events, as derived from the data recorder, and to include GPS information. Holland Scientific technology sensing and GeoScout data as recorded, is pre-processed to a file name, Field_Year_Month_Day_HS_data.csv. The single row header lined format comma separated table file contains the GPS information, and the six bands of active optical canopy reflectance measured by the two CropCircle sensors. Data is as close to raw numeric values acquired as possible, with quality only adjustments such as concatenation or null replacement. ++++++ File Title: The collection of raw environmental acquisition csv files from the CS CR3000 data logger File Name: F105_2014_CS data.zip Description: This CS data zipped folder, contains raw environmental and target recordings, to include the triple view thermal emission, and the ultrasonic displacement, as well as GPS information and additional values. A collection of 15 field acquisition events presented as 23 csv files of raw data. The Campbell Scientific technology encoding as recorded was pre-processed to a file name, Field_Year_Month_Day_CS_data.csv. The single row header column format comma separated table file contains GPS information, the triple view thermal, and the ultrasonic displacement phenotyping measurements, plus an ambient air temperature. Data is as close to the raw numeric values acquired as possible, with quality only adjustments such as concatenation or null replacement. Technical note on the Ultrasonic sensors in this dataset: Honeywell ultrasonic sensor - Model PK 10414-10, part of the 943 series, 943-F4V, importantly at 180Khz sound signal frequency. Madison ultrasonic sensor - Model Ux45, part of the UM42 short range ultrasonic sensor group, and with a 45Khz frequency. Parallax ultrasonic sensor - Generic part #28015, and it has a 40Khz sound signal frequency. ++++++ File Title: Example hand-held image descriptor File Name: F105_2014_Wheat_Plots.JPG Description: A diagonal view across plots of wheat in the vegetative stage is shown. Hand-held camera imagery of the field and plant development throughout the season is valuable in documenting status. If an image is taken from the same vantage, or at the same target, comparability between multiple images supports an increased situational understanding. If a field anomaly or experimental effect occurs, imagery is useful in communicating status to team members as well as providing documentation. During data analysis, time-stamped imagery can be valuable in explaining data features and supports discovery. This image is one in a larger collection, and is provided in its original form, exampling a Optical Perception Acquisition field notation type imagery. ++++++ File Title: Harvest plots corner points coordinates File Name: F105_2014_Points.csv Description: A comma separated file is presented, containing plot water treatment numbers and the UTM Easting and Northing coordinates in meters, for the plot polygon vertices of the harvest plot areas. ++++++ File Title: Nitrogen treatment plots corner points coordinates File Name: F105_2014_larger Points.csv Description: A comma separated file is presented, containing nitrogen treatment numbers, experimental repetition designations, and the UTM Easting and Northing coordinates in meters, for the plot polygon vertices of the harvest plot areas. ++++++ File Title: Proximal Sensing Cart Mark1 in-field example video File Name: F105_2014_PSCM1_Operating_In-Field.MOV Description: The Proximal Sensing Cart modality is shown, as operated by a student technician in this example video collected on 3/11/2014. The 18 second video shows the PSCM1 operating in the F105 2014 wheat season, and with the linear move sprinkler in the background. Although the camera frame is moving in this raw video, the Proximal Sensing Cart rig with cluster sensor bracket, and the rickshaw type operator’s handle, is visible. The camera view is looking to the west, and noted are some of Dr. French’s fixed view IRT sampling stations.