Submitted data error checks
0. Instructions for submitters
Submitters should use this file to check for problems with submitted data. Send either a list of problems or confirmation that everything looks OK to Sasha by email. Be sure to reference the dataset version and file creation date/time when doing so. These are:
## Version: 2.47## [1] "Date/time: 2024-04-04 14:50:29.765063"Each of these html files contains a summary of the data from a single submitted spreadsheet file. The html name is based on the name of the submitted file. Use the details below to check:
- Institute abbreviation, submitter and contributor names
- The plot location(s), using the map zoom and pan features if needed
- For problems in the first sections; “OK” means there are no problems in a particular section, “warning” is something that should be checked (but might be OK), “error” is a problem that needs to be addressed
- For numeric values outside the expected range in the “Value checks” section
- Variables with missing values–are there any missing that you thought you included?
- Plots of flux, cumulative emission over time, and final cumulative emission for strange patterns, unexpectedly high or low values
- Plots of weather data for appropriate differences between plots and expected diurnal or other patterns
- Plots of manure and application data for correct values
Finally, the numeric summary at the end might provide details that can help in pinpointing problems, but typically does not need to be checked.
1. Submitter
| inst.abbrev | submitter | version | date |
|---|---|---|---|
| AU | Pedersen, Johanna | 1 | 2022-07-07 |
2. Contributors
| contributor | institute |
|---|---|
| Nyord, Tavs | Aarhus Universitet |
3. File and directory names
## [1] "../../data-submitted/03/AU"## [1] "../../data-submitted/03/AU/ALFAM2_template_6_0_220310_JP_20EFGH_v2.xlsx"4. Location
5.Keys and codes
Codes in Treatments sheet
## OK## OKCodes in Plots sheet
## OK## OKCodes in Emission sheet
## OK## OKCode merge check (matching project, experiment, field, plot, treatment)
## OK## OK## OK## OK## OK6. Publication info
Check for missing codes
## OK## OKComplete citations given
## OK## OK7. Emission sheet
Duplicated intervals
## OKMissing incorporation time
## OKDelay after application
## OKMissing or double interval number
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OKMissing time between intervals
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OK
## OKMeasurement method and units
Measurement technique:
| Method | Frequency |
|---|---|
| Wind tunnel | 3489 |
Measurement technique classification:
| Classification | Frequency |
|---|---|
| wt | 3489 |
Emission units and conversion factors.
| Original unit | Conversion factor applied | Final unit | |
|---|---|---|---|
| 1 | kg NH3/ha-hr | 0.8224414 | kg N/ha-hr |
| 26 | NA | NA | kg N/ha-hr |
7. Value checks
Check to see if submitted values are within a reasonable range.
Weather
## wind : OK
## rain.rate : OK
## air.temp : OK
## soil.temp : No values to check.
## soil.temp.surf : No values to check.
## air.temp.z : OK
## wind.z : No values to check.Manure and application
## man.stor : No values to check.
## man.dm : OK
## man.vs : No values to check.
## man.tkn : OK
## man.tan : OK
## man.tic : No values to check.
## man.ua : No values to check.
## man.vfa : OK
## man.ph : OK
## app.rate : OK
## crop.z : No values to check.Emission
## j.NH3 : OK
## e.int : OK
## e.rel : OK8. Missing values
Check for missing values.
All variables
## Some values missing:
## Table below has number of missing observations by variable:
## meas.tech.det oc soil.type soil.water.v soil.moist
## 3489 3489 3489 3489 3489
## man.source.det man.bed man.trt2 man.trt3 man.stor
## 3489 3489 3489 3489 3489
## man.vs man.tic man.ua time.incorp man.area
## 3489 3489 3489 3489 3489
## dist.inj furrow.z furrow.w crop.z crop.area
## 3489 3489 3489 3489 3489
## lai notes.plot bg.dl bg.val bg.unit
## 3489 3397 3489 9 9
## pH.surf air.temp.z soil.temp soil.temp.z soil.temp.surf
## 3489 9 3489 3489 3489
## rad wind wind.z MOL ustar
## 3489 3305 3489 3489 3489
## rl air.pres air.pres.unit rh wind.loc
## 3489 3489 3489 3489 3489
## far.loc notes.int j.NH3.unit.orig j.NH3.orig j.NH3.conv.fact
## 3489 3488 9 9 9
## wind.2m soil.type2 exper2 rep2
## 3489 3489 3489 3489Application method and measurement method
## OK## OK9. Plots
Calculated cumulative emission
Cumulative emission. Missing values imputed (linear interpolation). Numeric labels show position of data in data file: row in the “Plots” sheet and first row in the “Emission” sheet. Labels in center of the first plot have measurement method, manure source, and application method. The same emission data are plotted a few different ways to facilitate checking for problems, e.g., comparing plot to each other or checking application dates. The same colors should be be used for particular field plots throughout this section.
Final cumulative emission
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
Relative versus absolute emission
Flux
Weather data
## Warning: Removed 3305 rows containing missing values or values outside the scale range
## (`geom_line()`).## Warning: Removed 3305 rows containing missing values or values outside the scale range
## (`geom_point()`).
Manure and application
10. dfsumm summary
Plot-level data
##
## 36 rows and 174 columns
## 36 unique rows
## pub.id
## Class character
## Minimum G
## Maximum G
## Mean <NA>
## Unique (excld. NA) 1
## Missing values 0
## Sorted TRUE
##
## cpmid
## Class character
## Minimum D:1.I:AU.Pr:MHB.F:../../data-submitted/03/AU/ALFAM2_template_6_0_220310_JP_20EFGH_v2.xlsx.E:20E.F:FoulumgårdC.P:1.T:tank.R:1.R2:.T:2020-11-18 13:40:00.M:Wind tunnelNA
## Maximum D:1.I:AU.Pr:MHB.F:../../data-submitted/03/AU/ALFAM2_template_6_0_220310_JP_20EFGH_v2.xlsx.E:20H.F:FoulumgårdC.P:9.T:none.R:3.R2:.T:2020-12-09 15:01:00.M:Wind tunnelNA
## Mean <NA>
## Unique (excld. NA) 36
## Missing values 0
## Sorted TRUE
##
## proj exper field plot rep plot.area
## Class character character character numeric numeric numeric
## Minimum MHB 20E FoulumgårdC 1 1 0.2
## Maximum MHB 20H FoulumgårdC 12 3 0.2
## Mean <NA> <NA> <NA> 6.33 2 0.2
## Unique (excld. NA) 1 4 1 9 3 1
## Missing values 0 0 0 0 0 0
## Sorted TRUE TRUE TRUE FALSE FALSE TRUE
##
## lat long country topo clay silt sand
## Class numeric numeric character character numeric numeric numeric
## Minimum 56.5 9.57 DK Flat 9 24 65
## Maximum 56.5 9.57 DK Flat 9 24 65
## Mean 56.5 9.57 <NA> <NA> 9 24 65
## Unique (excld. NA) 1 1 1 1 1 1 1
## Missing values 0 0 0 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE TRUE TRUE TRUE
##
## oc soil.type soil.water soil.water.v soil.moist soil.ph
## Class logical logical numeric logical logical numeric
## Minimum <NA> <NA> 0.38 <NA> <NA> 5.4
## Maximum <NA> <NA> 0.5 <NA> <NA> 5.4
## Mean <NA> <NA> 0.41 <NA> <NA> 5.4
## Unique (excld. NA) 0 0 2 0 0 1
## Missing values 36 36 0 36 36 0
## Sorted <NA> <NA> FALSE <NA> <NA> TRUE
##
## soil.dens crop.res till man.source man.source.det
## Class numeric character character character logical
## Minimum 1.03 Yes No cat <NA>
## Maximum 1.03 Yes No pig <NA>
## Mean 1.03 <NA> <NA> <NA> <NA>
## Unique (excld. NA) 1 1 1 2 0
## Missing values 0 0 0 0 36
## Sorted TRUE TRUE TRUE FALSE <NA>
##
## man.bed man.con man.trt1 man.trt2 man.trt3 man.stor
## Class logical character character logical logical logical
## Minimum <NA> Slurry Acidification <NA> <NA> <NA>
## Maximum <NA> Slurry None <NA> <NA> <NA>
## Mean <NA> <NA> <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 1 2 0 0 0
## Missing values 36 0 0 36 36 36
## Sorted <NA> TRUE FALSE <NA> <NA> <NA>
##
## man.dm man.vs man.tkn man.tan man.tic man.ua man.vfa
## Class numeric logical numeric numeric logical logical numeric
## Minimum 5.84 <NA> 2.86 1.86 <NA> <NA> 7.2
## Maximum 9.35 <NA> 5.03 4.32 <NA> <NA> 13.7
## Mean 7.39 <NA> 3.85 2.69 <NA> <NA> 10.2
## Unique (excld. NA) 12 0 11 12 0 0 11
## Missing values 0 36 0 0 36 36 0
## Sorted FALSE <NA> FALSE FALSE <NA> <NA> FALSE
##
## man.ph app.start app.end app.method
## Class numeric POSIXct, POSIXt POSIXct, POSIXt character
## Minimum 5.8 2020-02-12 13:25:00 2020-02-12 13:25:00 bsth
## Maximum 7.1 2020-12-09 15:25:00 2020-12-09 15:25:00 bsth
## Mean 6.42 2020-09-09 06:25:08 2020-09-09 06:25:08 <NA>
## Unique (excld. NA) 9 36 36 1
## Missing values 0 0 0 0
## Sorted FALSE FALSE FALSE TRUE
##
## app.rate app.rate.unit incorp time.incorp man.area
## Class numeric character character numeric logical
## Minimum 35 t/ha none <NA> <NA>
## Maximum 35 t/ha none <NA> <NA>
## Mean 35 <NA> <NA> <NA> <NA>
## Unique (excld. NA) 1 1 1 0 0
## Missing values 0 0 0 36 36
## Sorted TRUE TRUE TRUE <NA> <NA>
##
## dist.inj furrow.z furrow.w crop crop.z crop.area
## Class logical logical logical character numeric numeric
## Minimum <NA> <NA> <NA> grass <NA> <NA>
## Maximum <NA> <NA> <NA> grass <NA> <NA>
## Mean <NA> <NA> <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 0 0 1 0 0
## Missing values 36 36 36 0 36 36
## Sorted <NA> <NA> <NA> TRUE <NA> <NA>
##
## lai notes.plot row.in.file.plot institute sub.period
## Class logical character numeric character numeric
## Minimum <NA> . 5 AU 3
## Maximum <NA> . 40 AU 3
## Mean <NA> <NA> 22.5 <NA> 3
## Unique (excld. NA) 0 1 36 1 1
## Missing values 36 35 0 0 0
## Sorted <NA> TRUE FALSE TRUE TRUE
##
## file
## Class character
## Minimum ../../data-submitted/03/AU/ALFAM2_template_6_0_220310_JP_20EFGH_v2.xlsx
## Maximum ../../data-submitted/03/AU/ALFAM2_template_6_0_220310_JP_20EFGH_v2.xlsx
## Mean <NA>
## Unique (excld. NA) 1
## Missing values 0
## Sorted TRUE
##
## treat meas.tech meas.tech.det app.start.orig
## Class character character logical character
## Minimum field Wind tunnel <NA> 09-12-2020 14:29
## Maximum tank Wind tunnel <NA> 12/9/2020 14:21
## Mean <NA> <NA> <NA> <NA>
## Unique (excld. NA) 3 1 0 36
## Missing values 0 0 36 0
## Sorted FALSE TRUE <NA> FALSE
##
## app.end.orig
## Class character
## Minimum 09-12-2020 14:29
## Maximum 12/9/2020 14:21
## Mean <NA>
## Unique (excld. NA) 36
## Missing values 0
## Sorted FALSE
##
## cpid
## Class character
## Minimum D:1.I:AU.Pr:MHB.F:../../data-submitted/03/AU/ALFAM2_template_6_0_220310_JP_20EFGH_v2.xlsx.E:20E.F:FoulumgårdC.P:1.T:tank.R:1.R2:.T:2020-11-18 13:40:00
## Maximum D:1.I:AU.Pr:MHB.F:../../data-submitted/03/AU/ALFAM2_template_6_0_220310_JP_20EFGH_v2.xlsx.E:20H.F:FoulumgårdC.P:9.T:none.R:3.R2:.T:2020-12-09 15:01:00
## Mean <NA>
## Unique (excld. NA) 36
## Missing values 0
## Sorted TRUE
##
## ceid flag.plot submitter tan.app
## Class character character character numeric
## Minimum D:1.I:AU.Pr:MHB.E:20E Pedersen, Johanna 65.1
## Maximum D:1.I:AU.Pr:MHB.E:20H Pedersen, Johanna 151
## Mean <NA> <NA> <NA> 94.1
## Unique (excld. NA) 4 1 1 12
## Missing values 0 0 0 0
## Sorted TRUE TRUE TRUE FALSE
##
## e.1 e.4 e.6 e.12 e.24 e.48 e.72
## Class numeric numeric numeric numeric numeric numeric numeric
## Minimum <NA> 0.00408 0.00616 0.00616 0.0811 0.413 0.578
## Maximum <NA> 4.39 6.99 13.1 20.7 25 25.7
## Mean <NA> 1.45 2.24 4 6.15 8.47 10.1
## Unique (excld. NA) 0 36 36 36 36 36 36
## Missing values 36 0 0 0 0 0 0
## Sorted <NA> FALSE FALSE FALSE FALSE FALSE FALSE
##
## e.96 e.168 e.final e.tot e.cum.1 e.cum.4 e.cum.6
## Class numeric numeric numeric numeric numeric numeric numeric
## Minimum 0.744 7.22 1.31 1.31 <NA> 0.00408 0.00616
## Maximum 26.2 18.8 27 27 <NA> 4.39 6.99
## Mean 11.4 13.4 14.6 14.6 <NA> 1.45 2.24
## Unique (excld. NA) 36 9 36 36 0 36 36
## Missing values 0 27 0 0 36 0 0
## Sorted FALSE FALSE FALSE FALSE <NA> FALSE FALSE
##
## e.cum.12 e.cum.24 e.cum.48 e.cum.72 e.cum.96 e.cum.168
## Class numeric numeric numeric numeric numeric numeric
## Minimum 0.00616 0.0811 0.413 0.578 0.744 7.22
## Maximum 13.1 20.7 25 25.7 26.2 18.8
## Mean 4 6.15 8.47 10.1 11.4 13.4
## Unique (excld. NA) 36 36 36 36 36 9
## Missing values 0 0 0 0 0 27
## Sorted FALSE FALSE FALSE FALSE FALSE FALSE
##
## e.cum.final e.cum.tot e.rel.1 e.rel.4 e.rel.6 e.rel.12
## Class numeric numeric numeric numeric numeric numeric
## Minimum 1.31 1.31 <NA> 4.19e-05 5.21e-05 5.21e-05
## Maximum 27 27 <NA> 0.0611 0.0975 0.182
## Mean 14.6 14.6 <NA> 0.017 0.0265 0.0484
## Unique (excld. NA) 36 36 0 36 36 36
## Missing values 0 0 36 0 0 0
## Sorted FALSE FALSE <NA> FALSE FALSE FALSE
##
## e.rel.24 e.rel.48 e.rel.72 e.rel.96 e.rel.168 e.rel.final
## Class numeric numeric numeric numeric numeric numeric
## Minimum 0.000686 0.00349 0.00808 0.011 0.101 0.0194
## Maximum 0.288 0.348 0.359 0.365 0.283 0.375
## Mean 0.0755 0.104 0.122 0.136 0.201 0.169
## Unique (excld. NA) 36 36 36 36 9 36
## Missing values 0 0 0 0 27 0
## Sorted FALSE FALSE FALSE FALSE FALSE FALSE
##
## e.rel.tot rain.1 rain.4 rain.6 rain.12 rain.24 rain.48
## Class numeric numeric numeric numeric numeric numeric numeric
## Minimum 0.0194 <NA> 0 0 0 0 0
## Maximum 0.375 <NA> 0 0 0 0 0
## Mean 0.169 <NA> 0 0 0 0 0
## Unique (excld. NA) 36 0 1 1 1 1 1
## Missing values 0 36 0 0 0 0 0
## Sorted FALSE <NA> TRUE TRUE TRUE TRUE TRUE
##
## rain.72 rain.96 rain.168 rain.final rain.tot air.temp.1
## Class numeric numeric numeric numeric numeric numeric
## Minimum 0 0 0 0 0 <NA>
## Maximum 0 0 0 0 0 <NA>
## Mean 0 0 0 0 0 <NA>
## Unique (excld. NA) 1 1 1 1 1 0
## Missing values 0 0 27 0 0 36
## Sorted TRUE TRUE TRUE TRUE TRUE <NA>
##
## air.temp.4 air.temp.6 air.temp.12 air.temp.24 air.temp.48
## Class numeric numeric numeric numeric numeric
## Minimum 3.84 3.63 3.03 2.38 2.42
## Maximum 11.6 11.2 10.8 9.65 6.92
## Mean 7.01 6.85 6.53 5.95 4.66
## Unique (excld. NA) 36 36 35 36 36
## Missing values 0 0 0 0 0
## Sorted FALSE FALSE FALSE FALSE FALSE
##
## air.temp.72 air.temp.96 air.temp.168 air.temp.mn wind.1
## Class numeric numeric numeric numeric numeric
## Minimum 2.79 2.91 3.16 3.16 <NA>
## Maximum 6.63 6.95 7.31 7.31 <NA>
## Mean 4.22 4.18 4.75 4.91 <NA>
## Unique (excld. NA) 36 36 36 36 0
## Missing values 0 0 0 0 36
## Sorted FALSE FALSE FALSE FALSE <NA>
##
## wind.4 wind.6 wind.12 wind.24 wind.48 wind.72 wind.96
## Class numeric numeric numeric numeric numeric numeric numeric
## Minimum 0.33 0.33 0.33 0.33 0.33 0.33 0.33
## Maximum 0.33 0.33 0.33 0.33 0.33 0.33 0.33
## Mean 0.33 0.33 0.33 0.33 0.33 0.33 0.33
## Unique (excld. NA) 1 1 1 1 1 1 1
## Missing values 34 34 34 34 34 34 34
## Sorted TRUE TRUE TRUE TRUE TRUE TRUE TRUE
##
## wind.168 wind.mn rain.rate.1 rain.rate.4 rain.rate.6
## Class numeric numeric numeric numeric numeric
## Minimum 0.33 0.33 <NA> 0 0
## Maximum 0.33 0.33 <NA> 0 0
## Mean 0.33 0.33 <NA> 0 0
## Unique (excld. NA) 1 1 0 1 1
## Missing values 34 34 36 0 0
## Sorted TRUE TRUE <NA> TRUE TRUE
##
## rain.rate.12 rain.rate.24 rain.rate.48 rain.rate.72
## Class numeric numeric numeric numeric
## Minimum 0 0 0 0
## Maximum 0 0 0 0
## Mean 0 0 0 0
## Unique (excld. NA) 1 1 1 1
## Missing values 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE
##
## rain.rate.96 rain.rate.168 rain.rate.mn
## Class numeric numeric numeric
## Minimum 0 0 0
## Maximum 0 0 0
## Mean 0 0 0
## Unique (excld. NA) 1 1 1
## Missing values 0 0 0
## Sorted TRUE TRUE TRUE
##
## first.row.in.file.int last.row.in.file.int n.ints dt1
## Class numeric numeric integer numeric
## Minimum 5 96 92 1.73
## Maximum 3390 3490 107 1.73
## Mean 1650 1750 96.9 1.73
## Unique (excld. NA) 36 36 5 1
## Missing values 0 0 0 0
## Sorted FALSE FALSE FALSE TRUE
##
## j.rel1 j.NH31 dt.min dt.max ct.min ct.max
## Class numeric numeric numeric numeric numeric numeric
## Minimum 2.42e-05 0.00236 1.73 1.73 1.73 162
## Maximum 0.00997 0.715 1.73 4.53 1.73 185
## Mean 0.00286 0.247 1.73 2.43 1.73 168
## Unique (excld. NA) 36 36 1 2 1 5
## Missing values 0 0 0 0 0 0
## Sorted FALSE FALSE TRUE FALSE TRUE FALSE
##
## t.start.p t.end.p air.temp.z
## Class POSIXct, POSIXt POSIXct, POSIXt numeric
## Minimum 2020-11-18 13:40:00 2020-11-25 06:12:00 2
## Maximum 2020-12-09 15:25:00 2020-12-17 06:53:00 2
## Mean 2020-11-29 02:25:10 2020-12-06 01:22:45 2
## Unique (excld. NA) 36 36 1
## Missing values 0 0 0
## Sorted FALSE FALSE TRUE
##
## soil.temp.z wind.z wind.loc far.loc
## Class logical logical logical logical
## Minimum <NA> <NA> <NA> <NA>
## Maximum <NA> <NA> <NA> <NA>
## Mean <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 0 0 0
## Missing values 36 36 36 36
## Sorted <NA> <NA> <NA> <NA>
##
## pub.info
## Class character
## Minimum Pedersen, J., Feilberg, A., Nyord, T. 2022. Effect of storage and field acidification on emissions of NH3, NMVOC, and odour from field applied slurry in winter conditions. Journal of Environmental Management, 310. doi.org/10.1016/j.jenvman.2022.114756
## Maximum Pedersen, J., Feilberg, A., Nyord, T. 2022. Effect of storage and field acidification on emissions of NH3, NMVOC, and odour from field applied slurry in winter conditions. Journal of Environmental Management, 310. doi.org/10.1016/j.jenvman.2022.114756
## Mean <NA>
## Unique (excld. NA) 1
## Missing values 0
## Sorted TRUE
##
## soil.type2 exper2 rep2 acid
## Class logical logical logical logical
## Minimum <NA> <NA> <NA> FALSE
## Maximum <NA> <NA> <NA> TRUE
## Mean <NA> <NA> <NA> 0.666666666666667 TRUE
## Unique (excld. NA) 0 0 0 2
## Missing values 36 36 36 0
## Sorted <NA> <NA> <NA> FALSE
##
## meas.tech.orig meas.tech2 crop.orig man.source.orig
## Class character character character character
## Minimum Wind tunnel wt Grass Cattle
## Maximum Wind tunnel wt Grass Pig
## Mean <NA> <NA> <NA> <NA>
## Unique (excld. NA) 1 1 1 2
## Missing values 0 0 0 0
## Sorted TRUE TRUE TRUE FALSE
##
## app.method.orig app.method2 incorp.orig
## Class character character character
## Minimum Band spread or trailing hose bsth None
## Maximum Band spread or trailing hose bsth None
## Mean <NA> <NA> <NA>
## Unique (excld. NA) 1 1 1
## Missing values 0 0 0
## Sorted TRUE TRUE TRUE
##
## date.start
## Class Date
## Minimum 2020-11-18
## Maximum 2020-12-09
## Mean <NA>
## Unique (excld. NA) 4
## Missing values 0
## Sorted TRUE
## Interval-level emission data
##
## 3489 rows and 137 columns
## 3489 unique rows
## cpmid
## Class character
## Minimum D:1.I:AU.Pr:MHB.F:../../data-submitted/03/AU/ALFAM2_template_6_0_220310_JP_20EFGH_v2.xlsx.E:20E.F:FoulumgårdC.P:1.T:tank.R:1.R2:.T:2020-11-18 13:40:00.M:Wind tunnelNA
## Maximum D:1.I:AU.Pr:MHB.F:../../data-submitted/03/AU/ALFAM2_template_6_0_220310_JP_20EFGH_v2.xlsx.E:20H.F:FoulumgårdC.P:9.T:none.R:3.R2:.T:2020-12-09 15:01:00.M:Wind tunnelNA
## Mean <NA>
## Unique (excld. NA) 36
## Missing values 0
## Sorted TRUE
##
## pub.id proj exper field plot rep
## Class character character character character numeric numeric
## Minimum G MHB 20E FoulumgårdC 1 1
## Maximum G MHB 20H FoulumgårdC 12 3
## Mean <NA> <NA> <NA> <NA> 6.33 2
## Unique (excld. NA) 1 1 4 1 9 3
## Missing values 0 0 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE FALSE FALSE
##
## treat meas.tech meas.tech.det plot.area lat
## Class character character logical numeric numeric
## Minimum field Wind tunnel <NA> 0.2 56.5
## Maximum tank Wind tunnel <NA> 0.2 56.5
## Mean <NA> <NA> <NA> 0.2 56.5
## Unique (excld. NA) 3 1 0 1 1
## Missing values 0 0 3489 0 0
## Sorted FALSE TRUE <NA> TRUE TRUE
##
## long country topo clay silt sand oc
## Class numeric character character numeric numeric numeric logical
## Minimum 9.57 DK Flat 9 24 65 <NA>
## Maximum 9.57 DK Flat 9 24 65 <NA>
## Mean 9.57 <NA> <NA> 9 24 65 <NA>
## Unique (excld. NA) 1 1 1 1 1 1 0
## Missing values 0 0 0 0 0 0 3489
## Sorted TRUE TRUE TRUE TRUE TRUE TRUE <NA>
##
## soil.type soil.water soil.water.v soil.moist soil.ph
## Class logical numeric logical logical numeric
## Minimum <NA> 0.38 <NA> <NA> 5.4
## Maximum <NA> 0.5 <NA> <NA> 5.4
## Mean <NA> 0.409 <NA> <NA> 5.4
## Unique (excld. NA) 0 2 0 0 1
## Missing values 3489 0 3489 3489 0
## Sorted <NA> FALSE <NA> <NA> TRUE
##
## soil.dens crop.res till man.source man.source.det
## Class numeric character character character logical
## Minimum 1.03 Yes No cat <NA>
## Maximum 1.03 Yes No pig <NA>
## Mean 1.03 <NA> <NA> <NA> <NA>
## Unique (excld. NA) 1 1 1 2 0
## Missing values 0 0 0 0 3489
## Sorted TRUE TRUE TRUE FALSE <NA>
##
## man.bed man.con man.trt1 man.trt2 man.trt3 man.stor
## Class logical character character logical logical logical
## Minimum <NA> Slurry Acidification <NA> <NA> <NA>
## Maximum <NA> Slurry None <NA> <NA> <NA>
## Mean <NA> <NA> <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 1 2 0 0 0
## Missing values 3489 0 0 3489 3489 3489
## Sorted <NA> TRUE FALSE <NA> <NA> <NA>
##
## man.dm man.vs man.tkn man.tan man.tic man.ua man.vfa
## Class numeric logical numeric numeric logical logical numeric
## Minimum 5.84 <NA> 2.86 1.86 <NA> <NA> 7.2
## Maximum 9.35 <NA> 5.03 4.32 <NA> <NA> 13.7
## Mean 7.35 <NA> 3.82 2.66 <NA> <NA> 10.1
## Unique (excld. NA) 12 0 11 12 0 0 11
## Missing values 0 3489 0 0 3489 3489 0
## Sorted FALSE <NA> FALSE FALSE <NA> <NA> FALSE
##
## man.ph app.start app.end app.method
## Class numeric POSIXct, POSIXt POSIXct, POSIXt character
## Minimum 5.8 2020-02-12 13:25:00 2020-02-12 13:25:00 bsth
## Maximum 7.1 2020-12-09 15:25:00 2020-12-09 15:25:00 bsth
## Mean 6.42 2020-09-11 02:42:44 2020-09-11 02:42:44 <NA>
## Unique (excld. NA) 9 36 36 1
## Missing values 0 0 0 0
## Sorted FALSE FALSE FALSE TRUE
##
## app.rate app.rate.unit incorp time.incorp man.area
## Class numeric character character numeric logical
## Minimum 35 t/ha none <NA> <NA>
## Maximum 35 t/ha none <NA> <NA>
## Mean 35 <NA> <NA> <NA> <NA>
## Unique (excld. NA) 1 1 1 0 0
## Missing values 0 0 0 3489 3489
## Sorted TRUE TRUE TRUE <NA> <NA>
##
## dist.inj furrow.z furrow.w crop crop.z crop.area
## Class logical logical logical character numeric numeric
## Minimum <NA> <NA> <NA> grass <NA> <NA>
## Maximum <NA> <NA> <NA> grass <NA> <NA>
## Mean <NA> <NA> <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 0 0 1 0 0
## Missing values 3489 3489 3489 0 3489 3489
## Sorted <NA> <NA> <NA> TRUE <NA> <NA>
##
## lai notes.plot row.in.file.plot institute sub.period
## Class logical character numeric character numeric
## Minimum <NA> . 5 AU 3
## Maximum <NA> . 40 AU 3
## Mean <NA> <NA> 23 <NA> 3
## Unique (excld. NA) 0 1 36 1 1
## Missing values 3489 3397 0 0 0
## Sorted <NA> TRUE FALSE TRUE TRUE
##
## file
## Class character
## Minimum ../../data-submitted/03/AU/ALFAM2_template_6_0_220310_JP_20EFGH_v2.xlsx
## Maximum ../../data-submitted/03/AU/ALFAM2_template_6_0_220310_JP_20EFGH_v2.xlsx
## Mean <NA>
## Unique (excld. NA) 1
## Missing values 0
## Sorted TRUE
##
## app.start.orig app.end.orig
## Class character character
## Minimum 09-12-2020 14:29 09-12-2020 14:29
## Maximum 12/9/2020 14:21 12/9/2020 14:21
## Mean <NA> <NA>
## Unique (excld. NA) 36 36
## Missing values 0 0
## Sorted FALSE FALSE
##
## cpid
## Class character
## Minimum D:1.I:AU.Pr:MHB.F:../../data-submitted/03/AU/ALFAM2_template_6_0_220310_JP_20EFGH_v2.xlsx.E:20E.F:FoulumgårdC.P:1.T:tank.R:1.R2:.T:2020-11-18 13:40:00
## Maximum D:1.I:AU.Pr:MHB.F:../../data-submitted/03/AU/ALFAM2_template_6_0_220310_JP_20EFGH_v2.xlsx.E:20H.F:FoulumgårdC.P:9.T:none.R:3.R2:.T:2020-12-09 15:01:00
## Mean <NA>
## Unique (excld. NA) 36
## Missing values 0
## Sorted TRUE
##
## ceid flag.plot submitter tan.app
## Class character character character numeric
## Minimum D:1.I:AU.Pr:MHB.E:20E Pedersen, Johanna 65.1
## Maximum D:1.I:AU.Pr:MHB.E:20H Pedersen, Johanna 151
## Mean <NA> <NA> <NA> 93.2
## Unique (excld. NA) 4 1 1 12
## Missing values 0 0 0 0
## Sorted TRUE TRUE TRUE FALSE
##
## interval t.start t.end dt
## Class numeric POSIXct, POSIXt POSIXct, POSIXt numeric
## Minimum 1 2020-11-18 13:40:00 2020-11-18 15:24:00 1.73
## Maximum 107 2020-12-17 06:53:00 2020-12-17 08:37:00 4.53
## Mean 49.1 2020-12-02 23:50:58 2020-12-03 01:35:24 1.74
## Unique (excld. NA) 107 3489 3489 2
## Missing values 0 0 0 0
## Sorted FALSE FALSE FALSE FALSE
##
## bg.dl bg.val bg.unit j.NH3 j.NH3.unit pH.surf
## Class logical numeric character numeric character logical
## Minimum <NA> 0.00204 ppm 0 kg N/ha-hr <NA>
## Maximum <NA> 0.0109 ppm 1.4 kg N/ha-hr <NA>
## Mean <NA> 0.00414 <NA> 0.0867 <NA> <NA>
## Unique (excld. NA) 0 387 1 3439 1 0
## Missing values 3489 9 9 0 0 3489
## Sorted <NA> FALSE TRUE FALSE TRUE <NA>
##
## air.temp air.temp.z soil.temp soil.temp.z soil.temp.surf
## Class numeric numeric numeric logical logical
## Minimum -3.37 2 <NA> <NA> <NA>
## Maximum 11.7 2 <NA> <NA> <NA>
## Mean 4.78 2 <NA> <NA> <NA>
## Unique (excld. NA) 2414 1 0 0 0
## Missing values 0 9 3489 3489 3489
## Sorted FALSE TRUE <NA> <NA> <NA>
##
## rad wind wind.z MOL ustar rl air.pres
## Class logical numeric logical logical logical logical logical
## Minimum <NA> 0.33 <NA> <NA> <NA> <NA> <NA>
## Maximum <NA> 0.33 <NA> <NA> <NA> <NA> <NA>
## Mean <NA> 0.33 <NA> <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 1 0 0 0 0 0
## Missing values 3489 3305 3489 3489 3489 3489 3489
## Sorted <NA> TRUE <NA> <NA> <NA> <NA> <NA>
##
## air.pres.unit rain rh wind.loc far.loc notes.int
## Class logical numeric logical logical logical character
## Minimum <NA> 0 <NA> <NA> <NA> .
## Maximum <NA> 0 <NA> <NA> <NA> .
## Mean <NA> 0 <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 1 0 0 0 1
## Missing values 3489 0 3489 3489 3489 3488
## Sorted <NA> TRUE <NA> <NA> <NA> TRUE
##
## row.in.file.int j.type t.start.orig
## Class numeric character character
## Minimum 5 emission rate 01-12-2020 00:13
## Maximum 3490 emission rate 30-11-2020 23:57
## Mean 1750 <NA> <NA>
## Unique (excld. NA) 3489 1 3489
## Missing values 0 0 0
## Sorted FALSE TRUE FALSE
##
## t.end.orig j.NH3.unit.orig j.NH3.orig j.NH3.conv.fact
## Class character character numeric numeric
## Minimum 01-12-2020 00:13 kg NH3/ha-hr 0 0.822
## Maximum 30-11-2020 23:57 kg NH3/ha-hr 1.7 0.822
## Mean <NA> <NA> 0.105 0.822
## Unique (excld. NA) 3489 1 3430 1
## Missing values 0 9 9 9
## Sorted FALSE TRUE FALSE TRUE
##
## dt.calc dt.diff ct mt cta bta flag.int
## Class numeric numeric numeric numeric numeric numeric character
## Minimum 1.73 -0.02 1.73 0.865 1.73 0
## Maximum 4.53 -0.00333 185 184 7220 7220 m i
## Mean 1.74 -0.00338 85.5 84.6 1990 1990 <NA>
## Unique (excld. NA) 3 3 174 174 508 506 2
## Missing values 0 0 0 0 0 0 0
## Sorted FALSE FALSE FALSE FALSE FALSE FALSE FALSE
##
## rain.rate rain.cum wind.2m e.int e.cum e e.rel
## Class numeric numeric numeric numeric numeric numeric numeric
## Minimum 0 0 <NA> 0 0.00408 0.00408 4.19e-05
## Maximum 0 0 <NA> 2.42 27 27 0.375
## Mean 0 0 <NA> 0.151 10.1 10.1 0.122
## Unique (excld. NA) 1 1 0 3439 3447 3447 3447
## Missing values 0 0 3489 0 0 0 0
## Sorted TRUE TRUE <NA> FALSE FALSE FALSE FALSE
##
## j.rel
## Class numeric
## Minimum 0
## Maximum 0.0195
## Mean 0.001
## Unique (excld. NA) 3439
## Missing values 0
## Sorted FALSE
##
## pub.info
## Class character
## Minimum Pedersen, J., Feilberg, A., Nyord, T. 2022. Effect of storage and field acidification on emissions of NH3, NMVOC, and odour from field applied slurry in winter conditions. Journal of Environmental Management, 310. doi.org/10.1016/j.jenvman.2022.114756
## Maximum Pedersen, J., Feilberg, A., Nyord, T. 2022. Effect of storage and field acidification on emissions of NH3, NMVOC, and odour from field applied slurry in winter conditions. Journal of Environmental Management, 310. doi.org/10.1016/j.jenvman.2022.114756
## Mean <NA>
## Unique (excld. NA) 1
## Missing values 0
## Sorted TRUE
##
## soil.type2 exper2 rep2 acid
## Class logical logical logical logical
## Minimum <NA> <NA> <NA> FALSE
## Maximum <NA> <NA> <NA> TRUE
## Mean <NA> <NA> <NA> 0.666380051590714 TRUE
## Unique (excld. NA) 0 0 0 2
## Missing values 3489 3489 3489 0
## Sorted <NA> <NA> <NA> FALSE
##
## meas.tech.orig meas.tech2 crop.orig man.source.orig
## Class character character character character
## Minimum Wind tunnel wt Grass Cattle
## Maximum Wind tunnel wt Grass Pig
## Mean <NA> <NA> <NA> <NA>
## Unique (excld. NA) 1 1 1 2
## Missing values 0 0 0 0
## Sorted TRUE TRUE TRUE FALSE
##
## app.method.orig app.method2 incorp.orig
## Class character character character
## Minimum Band spread or trailing hose bsth None
## Maximum Band spread or trailing hose bsth None
## Mean <NA> <NA> <NA>
## Unique (excld. NA) 1 1 1
## Missing values 0 0 0
## Sorted TRUE TRUE TRUE
##
## date.start first.row.int row.plot first.rows
## Class Date numeric numeric factor
## Minimum 2020-11-18 5 5 Plots 10 Emis. 465
## Maximum 2020-11-18 3390 40 Plots 9 Emis. 373
## Mean <NA> 1700 23 Plots 28 Emis. 2156
## Unique (excld. NA) 1 36 36 36
## Missing values 0 0 0 0
## Sorted TRUE FALSE FALSE FALSE
##
## ggplotgroup
## Class factor
## Minimum (4.96,10.8]
## Maximum (34.2,40]
## Mean (22.5,28.3]
## Unique (excld. NA) 6
## Missing values 0
## Sorted FALSE
##