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 14:47:59.592211"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 | Jesper Nørlem Kamp | 1 | 2021-09-21 |
2. Contributors
| contributor | institute |
|---|---|
| Kamp, Jesper Nørlem | Aarhus University |
| Häni, Christoph | Bern University of Applied Sciences |
| Nyord, Tavs | Aarhus University |
| Feilberg, Anders | Aarhus University |
| Sørensen, Lise Lotte | Aarhus University |
3. File and directory names
## [1] "../../data-submitted/03/AU"## [1] "../../data-submitted/03/AU/ALFAM2_JNK_2019_May_5_6_a.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
## Warning: 1 hour or longer delay after starting application
## bta = elapsed (cumulative) time since manure application *began*
## ct = elapsed time of measurements
## cta = elapsed time since application ended
## First 10 rows| row.in.file.int | app.start | t.start | bta | ct | cta |
|---|---|---|---|---|---|
| 559 | 2019-05-21 06:00:00 | 2019-05-21 12:00:00 | 6.0 | 1.0 | 7.0 |
| 560 | 2019-05-21 06:00:00 | 2019-05-21 13:00:00 | 7.0 | 2.0 | 8.0 |
| 561 | 2019-05-21 06:00:00 | 2019-05-21 14:00:00 | 8.0 | 3.0 | 9.0 |
| 562 | 2019-05-21 06:00:00 | 2019-05-21 15:00:00 | 9.0 | 4.0 | 10.0 |
| 563 | 2019-05-21 06:00:00 | 2019-05-21 16:00:00 | 10.0 | 5.0 | 11.0 |
| 564 | 2019-05-21 06:00:00 | 2019-05-21 17:00:00 | 11.0 | 6.0 | 12.0 |
| 565 | 2019-05-21 06:00:00 | 2019-05-21 18:00:00 | 12.0 | 6.5 | 12.5 |
| 566 | 2019-05-21 06:00:00 | 2019-05-21 18:30:00 | 12.5 | 7.0 | 13.0 |
| 567 | 2019-05-21 06:00:00 | 2019-05-21 19:00:00 | 13.0 | 7.5 | 13.5 |
| 568 | 2019-05-21 06:00:00 | 2019-05-21 19:30:00 | 13.5 | 8.0 | 14.0 |
Missing or double interval number
## OK
## OK
## OKMissing time between intervals
## OK
## OK
## OKMeasurement method and units
Measurement technique:
| Method | Frequency |
|---|---|
| bLS | 828 |
Measurement technique classification:
| Classification | Frequency |
|---|---|
| micro met | 828 |
Emission units and conversion factors.
| Original unit | Conversion factor applied | Final unit | |
|---|---|---|---|
| 1 | µg NH3/m2/s | 0.0296079 | kg N/ha-hr |
| 62 | 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 : OK
## soil.temp.surf : OK
## air.temp.z : OK
## wind.z : OKManure 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 : No values to check.
## man.ph : OK
## app.rate : OK
## crop.z : OKEmission
## 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:
## clay silt sand oc soil.water
## 828 828 828 828 828
## soil.water.v soil.moist soil.ph soil.dens man.source.det
## 828 828 828 828 828
## man.bed man.trt2 man.stor man.vs man.tic
## 828 828 828 828 828
## man.ua man.vfa incorp time.incorp man.area
## 828 828 828 828 828
## furrow.w crop.area lai man.trt3 bg.dl
## 828 828 828 828 828
## bg.val bg.unit pH.surf air.temp.z soil.temp.z
## 828 828 828 6 6
## wind.z MOL ustar rl air.pres.unit
## 6 57 57 57 6
## wind.loc far.loc notes.int j.NH3.unit.orig j.NH3.orig
## 6 828 827 6 126
## j.NH3.conv.fact wind.2m soil.type2 exper2 rep2
## 6 6 828 828 828
## incorp.orig
## 828Application 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
Manure and application
| institute | proj | exper | field | plot | man.dm | man.ph | man.tan | app.rate | tan.app |
|---|---|---|---|---|---|---|---|---|---|
| AU | Vejrumbro_2019 | Vejrumbro_2019_May | 1 | 5.35 | 7.8 | 1.8 | 30 | 54 | |
| AU | Vejrumbro_2019 | Vejrumbro_2019_May | 1 | 5.35 | 7.8 | 1.8 | 30 | 54 | |
| AU | Vejrumbro_2019 | Vejrumbro_2019_May | 1 | 5.35 | 7.8 | 1.8 | 30 | 54 |
10. dfsumm summary
Plot-level data
##
## 3 rows and 224 columns
## 3 unique rows
## pub.id
## Class character
## Minimum Atmos1
## Maximum Atmos1
## Mean <NA>
## Unique (excld. NA) 1
## Missing values 0
## Sorted TRUE
##
## cpmid
## Class character
## Minimum D:1.I:AU.Pr:Vejrumbro_2019.F:../../data-submitted/03/AU/ALFAM2_JNK_2019_May_5_6_a.xlsx.E:Vejrumbro_2019_May.F:.P:1.T:AGM.R:1.R2:.T:2019-05-21 06:00:00.M:bLSCRDS_1m
## Maximum D:1.I:AU.Pr:Vejrumbro_2019.F:../../data-submitted/03/AU/ALFAM2_JNK_2019_May_5_6_a.xlsx.E:Vejrumbro_2019_May.F:.P:1.T:CRDS_2m.R:1.R2:.T:2019-05-21 06:00:00.M:bLSCRDS_1m
## Mean <NA>
## Unique (excld. NA) 3
## Missing values 0
## Sorted TRUE
##
## proj exper field plot rep
## Class character character character numeric numeric
## Minimum Vejrumbro_2019 Vejrumbro_2019_May 1 1
## Maximum Vejrumbro_2019 Vejrumbro_2019_May 1 1
## Mean <NA> <NA> <NA> 1 1
## Unique (excld. NA) 1 1 1 1 1
## Missing values 0 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE TRUE
##
## plot.area lat long country topo clay
## Class numeric numeric numeric character character logical
## Minimum 260000 56.5 9.54 DK Flat <NA>
## Maximum 260000 56.5 9.54 DK Flat <NA>
## Mean 260000 56.5 9.54 <NA> <NA> <NA>
## Unique (excld. NA) 1 1 1 1 1 0
## Missing values 0 0 0 0 0 3
## Sorted TRUE TRUE TRUE TRUE TRUE <NA>
##
## silt sand oc soil.type soil.water soil.water.v
## Class logical logical logical character logical logical
## Minimum <NA> <NA> <NA> Loam <NA> <NA>
## Maximum <NA> <NA> <NA> Loam <NA> <NA>
## Mean <NA> <NA> <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 0 0 1 0 0
## Missing values 3 3 3 0 3 3
## Sorted <NA> <NA> <NA> TRUE <NA> <NA>
##
## soil.moist soil.ph soil.dens crop.res till man.source
## Class logical logical logical character character character
## Minimum <NA> <NA> <NA> No No mix
## Maximum <NA> <NA> <NA> No No mix
## Mean <NA> <NA> <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 0 0 1 1 1
## Missing values 3 3 3 0 0 0
## Sorted <NA> <NA> <NA> TRUE TRUE TRUE
##
## man.source.det man.bed man.con man.trt1
## Class logical logical character character
## Minimum <NA> <NA> Slurry Anaerobic digestion
## Maximum <NA> <NA> Slurry Anaerobic digestion
## Mean <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 0 1 1
## Missing values 3 3 0 0
## Sorted <NA> <NA> TRUE TRUE
##
## man.trt2 man.stor man.dm man.vs man.tkn man.tan man.tic
## Class logical logical numeric logical numeric numeric logical
## Minimum <NA> <NA> 5.35 <NA> 3.1 1.8 <NA>
## Maximum <NA> <NA> 5.35 <NA> 3.1 1.8 <NA>
## Mean <NA> <NA> 5.35 <NA> 3.1 1.8 <NA>
## Unique (excld. NA) 0 0 1 0 1 1 0
## Missing values 3 3 0 3 0 0 3
## Sorted <NA> <NA> TRUE <NA> TRUE TRUE <NA>
##
## man.ua man.vfa man.ph app.start
## Class logical logical numeric POSIXct, POSIXt
## Minimum <NA> <NA> 7.8 2019-05-21 06:00:00
## Maximum <NA> <NA> 7.8 2019-05-21 06:00:00
## Mean <NA> <NA> 7.8 2019-05-21 06:00:00
## Unique (excld. NA) 0 0 1 1
## Missing values 3 3 0 0
## Sorted <NA> <NA> TRUE TRUE
##
## app.end app.method app.rate app.rate.unit
## Class POSIXct, POSIXt character numeric character
## Minimum 2019-05-21 16:00:00 os 30 t/ha
## Maximum 2019-05-21 16:00:00 os 30 t/ha
## Mean 2019-05-21 16:00:00 <NA> 30 <NA>
## Unique (excld. NA) 1 1 1 1
## Missing values 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE
##
## incorp time.incorp man.area dist.inj furrow.z furrow.w
## Class character numeric logical numeric numeric logical
## Minimum <NA> <NA> <NA> 17 4 <NA>
## Maximum <NA> <NA> <NA> 17 4 <NA>
## Mean <NA> <NA> <NA> 17 4 <NA>
## Unique (excld. NA) 0 0 0 1 1 0
## Missing values 3 3 3 0 0 3
## Sorted <NA> <NA> <NA> TRUE TRUE <NA>
##
## crop crop.z crop.area lai notes.plot
## Class character numeric numeric logical character
## Minimum grass 15 <NA> <NA> .
## Maximum grass 15 <NA> <NA> .
## Mean <NA> 15 <NA> <NA> <NA>
## Unique (excld. NA) 1 1 0 0 1
## Missing values 0 0 3 3 0
## Sorted TRUE TRUE <NA> <NA> TRUE
##
## row.in.file.plot man.trt3 institute sub.period
## Class numeric logical character numeric
## Minimum 5 <NA> AU 3
## Maximum 5 <NA> AU 3
## Mean 5 <NA> <NA> 3
## Unique (excld. NA) 1 0 1 1
## Missing values 0 3 0 0
## Sorted TRUE <NA> TRUE TRUE
##
## file
## Class character
## Minimum ../../data-submitted/03/AU/ALFAM2_JNK_2019_May_5_6_a.xlsx
## Maximum ../../data-submitted/03/AU/ALFAM2_JNK_2019_May_5_6_a.xlsx
## Mean <NA>
## Unique (excld. NA) 1
## Missing values 0
## Sorted TRUE
##
## treat meas.tech meas.tech.det app.start.orig
## Class character character character character
## Minimum AGM bLS CRDS_1m 21-05-2019 06:00
## Maximum CRDS_2m bLS CRDS_1m 21-05-2019 06:00
## Mean <NA> <NA> <NA> <NA>
## Unique (excld. NA) 3 1 1 1
## Missing values 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE
##
## app.end.orig
## Class character
## Minimum 21-05-2019 16:00
## Maximum 21-05-2019 16:00
## Mean <NA>
## Unique (excld. NA) 1
## Missing values 0
## Sorted TRUE
##
## cpid
## Class character
## Minimum D:1.I:AU.Pr:Vejrumbro_2019.F:../../data-submitted/03/AU/ALFAM2_JNK_2019_May_5_6_a.xlsx.E:Vejrumbro_2019_May.F:.P:1.T:AGM.R:1.R2:.T:2019-05-21 06:00:00
## Maximum D:1.I:AU.Pr:Vejrumbro_2019.F:../../data-submitted/03/AU/ALFAM2_JNK_2019_May_5_6_a.xlsx.E:Vejrumbro_2019_May.F:.P:1.T:CRDS_2m.R:1.R2:.T:2019-05-21 06:00:00
## Mean <NA>
## Unique (excld. NA) 3
## Missing values 0
## Sorted TRUE
##
## ceid flag.plot
## Class character character
## Minimum D:1.I:AU.Pr:Vejrumbro_2019.E:Vejrumbro_2019_May
## Maximum D:1.I:AU.Pr:Vejrumbro_2019.E:Vejrumbro_2019_May
## Mean <NA> <NA>
## Unique (excld. NA) 1 1
## Missing values 0 0
## Sorted TRUE TRUE
##
## submitter tan.app e.1 e.4 e.6 e.12
## Class character numeric numeric numeric numeric numeric
## Minimum Jesper Nørlem Kamp 54 0.18 0.721 1.08 2.04
## Maximum Jesper Nørlem Kamp 54 0.264 1.05 1.58 2.86
## Mean <NA> 54 0.222 0.887 1.33 2.46
## Unique (excld. NA) 1 1 3 3 3 3
## Missing values 0 0 0 0 0 0
## Sorted TRUE TRUE FALSE FALSE FALSE FALSE
##
## e.24 e.48 e.72 e.96 e.168 e.final e.tot
## Class numeric numeric numeric numeric numeric numeric numeric
## Minimum 3.15 4.33 5.22 5.5 <NA> 5.7 5.7
## Maximum 3.48 4.7 5.71 6.05 <NA> 6.33 6.33
## Mean 3.33 4.47 5.4 5.72 <NA> 5.98 5.98
## Unique (excld. NA) 3 3 3 3 0 3 3
## Missing values 0 0 0 0 3 0 0
## Sorted FALSE FALSE FALSE FALSE <NA> FALSE FALSE
##
## e.cum.1 e.cum.4 e.cum.6 e.cum.12 e.cum.24 e.cum.48 e.cum.72
## Class numeric numeric numeric numeric numeric numeric numeric
## Minimum 0.18 0.721 1.08 2.04 3.15 4.33 5.22
## Maximum 0.264 1.05 1.58 2.86 3.48 4.7 5.71
## Mean 0.222 0.887 1.33 2.46 3.33 4.47 5.4
## Unique (excld. NA) 3 3 3 3 3 3 3
## Missing values 0 0 0 0 0 0 0
## Sorted FALSE FALSE FALSE FALSE FALSE FALSE FALSE
##
## e.cum.96 e.cum.168 e.cum.final e.cum.tot e.rel.1 e.rel.4
## Class numeric numeric numeric numeric numeric numeric
## Minimum 5.5 <NA> 5.7 5.7 0.00334 0.0134
## Maximum 6.05 <NA> 6.33 6.33 0.00488 0.0195
## Mean 5.72 <NA> 5.98 5.98 0.00411 0.0164
## Unique (excld. NA) 3 0 3 3 3 3
## Missing values 0 3 0 0 0 0
## Sorted FALSE <NA> FALSE FALSE FALSE FALSE
##
## e.rel.6 e.rel.12 e.rel.24 e.rel.48 e.rel.72 e.rel.96
## Class numeric numeric numeric numeric numeric numeric
## Minimum 0.02 0.0379 0.0583 0.0802 0.0966 0.102
## Maximum 0.0293 0.0529 0.0645 0.0871 0.106 0.112
## Mean 0.0247 0.0456 0.0618 0.0828 0.1 0.106
## Unique (excld. NA) 3 3 3 3 3 3
## Missing values 0 0 0 0 0 0
## Sorted FALSE FALSE FALSE FALSE FALSE FALSE
##
## e.rel.168 e.rel.final e.rel.tot rain.1 rain.4 rain.6
## Class numeric numeric numeric numeric numeric numeric
## Minimum <NA> 0.106 0.106 0.9 7.8 7.8
## Maximum <NA> 0.117 0.117 0.9 7.8 7.8
## Mean <NA> 0.111 0.111 0.9 7.8 7.8
## Unique (excld. NA) 0 3 3 1 1 1
## Missing values 3 0 0 0 0 0
## Sorted <NA> FALSE FALSE TRUE TRUE TRUE
##
## rain.12 rain.24 rain.48 rain.72 rain.96 rain.168 rain.final
## Class numeric numeric numeric numeric numeric numeric numeric
## Minimum 8.7 14.9 15 19.1 19.1 <NA> 22.6
## Maximum 8.7 14.9 15 19.1 19.1 <NA> 22.6
## Mean 8.7 14.9 15 19.1 19.1 <NA> 22.6
## Unique (excld. NA) 1 1 1 1 1 0 1
## Missing values 0 0 0 0 0 3 0
## Sorted TRUE TRUE TRUE TRUE TRUE <NA> TRUE
##
## rain.tot air.temp.1 air.temp.4 air.temp.6 air.temp.12
## Class numeric numeric numeric numeric numeric
## Minimum 22.6 14.6 14.9 15.1 14.4
## Maximum 22.6 14.6 14.9 15.1 14.4
## Mean 22.6 14.6 14.9 15.1 14.4
## Unique (excld. NA) 1 1 1 1 1
## Missing values 0 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE TRUE
##
## air.temp.24 air.temp.48 air.temp.72 air.temp.96 air.temp.168
## Class numeric numeric numeric numeric numeric
## Minimum 12.4 11.4 11.5 11.4 10.9
## Maximum 12.4 11.4 11.5 11.4 10.9
## Mean 12.4 11.4 11.5 11.4 10.9
## Unique (excld. NA) 1 1 1 1 1
## Missing values 0 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE TRUE
##
## air.temp.mn soil.temp.1 soil.temp.4 soil.temp.6 soil.temp.12
## Class numeric numeric numeric numeric numeric
## Minimum 10.9 14.1 14.1 14.2 14.2
## Maximum 10.9 14.1 14.1 14.2 14.2
## Mean 10.9 14.1 14.1 14.2 14.2
## Unique (excld. NA) 1 1 1 1 1
## Missing values 0 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE TRUE
##
## soil.temp.24 soil.temp.48 soil.temp.72 soil.temp.96
## Class numeric numeric numeric numeric
## Minimum 13.9 13.1 13 12.8
## Maximum 13.9 13.1 13 12.8
## Mean 13.9 13.1 13 12.8
## Unique (excld. NA) 1 1 1 1
## Missing values 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE
##
## soil.temp.168 soil.temp.mn soil.temp.surf.1 soil.temp.surf.4
## Class numeric numeric numeric numeric
## Minimum 12.8 12.8 14.9 15.2
## Maximum 12.8 12.8 14.9 15.2
## Mean 12.8 12.8 14.9 15.2
## Unique (excld. NA) 1 1 1 1
## Missing values 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE
##
## soil.temp.surf.6 soil.temp.surf.12 soil.temp.surf.24
## Class numeric numeric numeric
## Minimum 15.5 14.6 12.5
## Maximum 15.5 14.6 12.5
## Mean 15.5 14.6 12.5
## Unique (excld. NA) 1 1 1
## Missing values 0 0 0
## Sorted TRUE TRUE TRUE
##
## soil.temp.surf.48 soil.temp.surf.72 soil.temp.surf.96
## Class numeric numeric numeric
## Minimum 11.7 11.7 11.6
## Maximum 11.7 11.7 11.6
## Mean 11.7 11.7 11.6
## Unique (excld. NA) 1 1 1
## Missing values 0 0 0
## Sorted TRUE TRUE TRUE
##
## soil.temp.surf.168 soil.temp.surf.mn wind.1 wind.4 wind.6
## Class numeric numeric numeric numeric numeric
## Minimum 11.2 11.2 3.17 3.17 3.17
## Maximum 11.2 11.2 3.17 3.17 3.17
## Mean 11.2 11.2 3.17 3.17 3.17
## Unique (excld. NA) 1 1 1 1 1
## Missing values 0 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE TRUE
##
## wind.12 wind.24 wind.48 wind.72 wind.96 wind.168 wind.mn
## Class numeric numeric numeric numeric numeric numeric numeric
## Minimum 3.25 3.88 3.72 3.91 4.05 3.94 3.94
## Maximum 3.25 3.88 3.72 3.91 4.05 3.94 3.94
## Mean 3.25 3.88 3.72 3.91 4.05 3.94 3.94
## 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
##
## wind.2m.1 wind.2m.4 wind.2m.6 wind.2m.12 wind.2m.24
## Class numeric numeric numeric numeric numeric
## Minimum 3.17 3.17 3.17 3.25 3.88
## Maximum 3.17 3.17 3.17 3.25 3.88
## Mean 3.17 3.17 3.17 3.25 3.88
## Unique (excld. NA) 1 1 1 1 1
## Missing values 0 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE TRUE
##
## wind.2m.48 wind.2m.72 wind.2m.96 wind.2m.168 wind.2m.mn
## Class numeric numeric numeric numeric numeric
## Minimum <NA> <NA> <NA> <NA> <NA>
## Maximum <NA> <NA> <NA> <NA> <NA>
## Mean <NA> <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 0 0 0 0
## Missing values 3 3 3 3 3
## Sorted <NA> <NA> <NA> <NA> <NA>
##
## rad.1 rad.4 rad.6 rad.12 rad.24 rad.48 rad.72
## Class numeric numeric numeric numeric numeric numeric numeric
## Minimum 71.3 100 107 57.3 44.5 127 148
## Maximum 71.3 100 107 57.3 44.5 127 148
## Mean 71.3 100 107 57.3 44.5 127 148
## 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
##
## rad.96 rad.168 rad.mn rain.rate.1 rain.rate.4 rain.rate.6
## Class numeric numeric numeric numeric numeric numeric
## Minimum 160 159 159 0.9 1.95 1.3
## Maximum 160 159 159 0.9 1.95 1.3
## Mean 160 159 159 0.9 1.95 1.3
## Unique (excld. NA) 1 1 1 1 1 1
## Missing values 0 0 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE TRUE TRUE
##
## rain.rate.12 rain.rate.24 rain.rate.48 rain.rate.72
## Class numeric numeric numeric numeric
## Minimum 0.725 0.621 0.312 0.265
## Maximum 0.725 0.621 0.312 0.265
## Mean 0.725 0.621 0.312 0.265
## 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 rh.1 rh.4
## Class numeric numeric numeric numeric numeric
## Minimum 0.199 0.156 0.156 91.9 92.7
## Maximum 0.199 0.156 0.156 91.9 92.7
## Mean 0.199 0.156 0.156 91.9 92.7
## Unique (excld. NA) 1 1 1 1 1
## Missing values 0 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE TRUE
##
## rh.6 rh.12 rh.24 rh.48 rh.72 rh.96 rh.168
## Class numeric numeric numeric numeric numeric numeric numeric
## Minimum 92.8 93.2 93.3 86.7 81.3 80.6 80.7
## Maximum 92.8 93.2 93.3 86.7 81.3 80.6 80.7
## Mean 92.8 93.2 93.3 86.7 81.3 80.6 80.7
## 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
##
## rh.mn first.row.in.file.int last.row.in.file.int n.ints
## Class numeric numeric numeric integer
## Minimum 80.7 5 280 276
## Maximum 80.7 559 834 276
## Mean 80.7 282 557 276
## Unique (excld. NA) 1 3 3 1
## Missing values 0 0 0 0
## Sorted TRUE FALSE FALSE TRUE
##
## dt1 j.rel1 j.NH31 dt.min dt.max ct.min ct.max
## Class numeric numeric numeric numeric numeric numeric numeric
## Minimum 1 0.00334 0.18 0.5 1 1 145
## Maximum 1 0.00488 0.264 0.5 1 1 145
## Mean 1 0.00411 0.222 0.5 1 1 145
## Unique (excld. NA) 1 3 3 1 1 1 1
## Missing values 0 0 0 0 0 0 0
## Sorted TRUE FALSE FALSE TRUE TRUE TRUE TRUE
##
## t.start.p t.end.p air.temp.z
## Class POSIXct, POSIXt POSIXct, POSIXt numeric
## Minimum 2019-05-21 12:00:00 2019-05-27 12:00:00 2
## Maximum 2019-05-21 12:00:00 2019-05-27 12:00:00 2
## Mean 2019-05-21 12:00:00 2019-05-27 12:00:00 2
## Unique (excld. NA) 1 1 1
## Missing values 0 0 0
## Sorted TRUE TRUE TRUE
##
## soil.temp.z wind.z wind.loc far.loc
## Class numeric numeric character logical
## Minimum 0.1 2 Field <NA>
## Maximum 0.1 2 Field <NA>
## Mean 0.1 2 <NA> <NA>
## Unique (excld. NA) 1 1 1 0
## Missing values 0 0 0 3
## Sorted TRUE TRUE TRUE <NA>
##
## pub.info
## Class character
## Minimum Kamp, J.N.; Häni, C.; Nyord, T.; Feilberg, A.; Sørensen, L.L. Calculation of NH3 Emissions, Evaluation of Backward Lagrangian Stochastic Dispersion Model and Aerodynamic Gradient Method. Atmosphere 2021, 12, 102. https://doi.org/10.3390/atmos12010102
## Maximum Kamp, J.N.; Häni, C.; Nyord, T.; Feilberg, A.; Sørensen, L.L. Calculation of NH3 Emissions, Evaluation of Backward Lagrangian Stochastic Dispersion Model and Aerodynamic Gradient Method. Atmosphere 2021, 12, 102. https://doi.org/10.3390/atmos12010102
## Mean <NA>
## Unique (excld. NA) 1
## Missing values 0
## Sorted TRUE
##
## soil.type2 exper2 rep2 acid meas.tech.orig meas.tech2
## Class logical logical logical logical character character
## Minimum <NA> <NA> <NA> FALSE bLS micro met
## Maximum <NA> <NA> <NA> FALSE bLS micro met
## Mean <NA> <NA> <NA> 0 TRUE <NA> <NA>
## Unique (excld. NA) 0 0 0 1 1 1
## Missing values 3 3 3 0 0 0
## Sorted <NA> <NA> <NA> TRUE TRUE TRUE
##
## crop.orig man.source.orig app.method.orig app.method2
## Class character character character character
## Minimum Grass Mix Open slot injection os
## Maximum Grass Mix Open slot injection os
## Mean <NA> <NA> <NA> <NA>
## Unique (excld. NA) 1 1 1 1
## Missing values 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE
##
## incorp.orig date.start
## Class logical Date
## Minimum <NA> 2019-05-21
## Maximum <NA> 2019-05-21
## Mean <NA> <NA>
## Unique (excld. NA) 0 1
## Missing values 3 0
## Sorted <NA> TRUE
## Interval-level emission data
##
## 828 rows and 138 columns
## 828 unique rows
## cpmid
## Class character
## Minimum D:1.I:AU.Pr:Vejrumbro_2019.F:../../data-submitted/03/AU/ALFAM2_JNK_2019_May_5_6_a.xlsx.E:Vejrumbro_2019_May.F:.P:1.T:AGM.R:1.R2:.T:2019-05-21 06:00:00.M:bLSCRDS_1m
## Maximum D:1.I:AU.Pr:Vejrumbro_2019.F:../../data-submitted/03/AU/ALFAM2_JNK_2019_May_5_6_a.xlsx.E:Vejrumbro_2019_May.F:.P:1.T:CRDS_2m.R:1.R2:.T:2019-05-21 06:00:00.M:bLSCRDS_1m
## Mean <NA>
## Unique (excld. NA) 3
## Missing values 0
## Sorted TRUE
##
## pub.id proj exper field
## Class character character character character
## Minimum Atmos1 Vejrumbro_2019 Vejrumbro_2019_May
## Maximum Atmos1 Vejrumbro_2019 Vejrumbro_2019_May
## Mean <NA> <NA> <NA> <NA>
## Unique (excld. NA) 1 1 1 1
## Missing values 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE
##
## plot rep treat meas.tech meas.tech.det plot.area
## Class numeric numeric character character character numeric
## Minimum 1 1 AGM bLS CRDS_1m 260000
## Maximum 1 1 CRDS_2m bLS CRDS_1m 260000
## Mean 1 1 <NA> <NA> <NA> 260000
## Unique (excld. NA) 1 1 3 1 1 1
## Missing values 0 0 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE TRUE TRUE
##
## lat long country topo clay silt sand
## Class numeric numeric character character logical logical logical
## Minimum 56.5 9.54 DK Flat <NA> <NA> <NA>
## Maximum 56.5 9.54 DK Flat <NA> <NA> <NA>
## Mean 56.5 9.54 <NA> <NA> <NA> <NA> <NA>
## Unique (excld. NA) 1 1 1 1 0 0 0
## Missing values 0 0 0 0 828 828 828
## Sorted TRUE TRUE TRUE TRUE <NA> <NA> <NA>
##
## oc soil.type soil.water soil.water.v soil.moist soil.ph
## Class logical character logical logical logical logical
## Minimum <NA> Loam <NA> <NA> <NA> <NA>
## Maximum <NA> Loam <NA> <NA> <NA> <NA>
## Mean <NA> <NA> <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 1 0 0 0 0
## Missing values 828 0 828 828 828 828
## Sorted <NA> TRUE <NA> <NA> <NA> <NA>
##
## soil.dens crop.res till man.source man.source.det
## Class logical character character character logical
## Minimum <NA> No No mix <NA>
## Maximum <NA> No No mix <NA>
## Mean <NA> <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 1 1 1 0
## Missing values 828 0 0 0 828
## Sorted <NA> TRUE TRUE TRUE <NA>
##
## man.bed man.con man.trt1 man.trt2 man.stor
## Class logical character character logical logical
## Minimum <NA> Slurry Anaerobic digestion <NA> <NA>
## Maximum <NA> Slurry Anaerobic digestion <NA> <NA>
## Mean <NA> <NA> <NA> <NA> <NA>
## Unique (excld. NA) 0 1 1 0 0
## Missing values 828 0 0 828 828
## Sorted <NA> TRUE TRUE <NA> <NA>
##
## man.dm man.vs man.tkn man.tan man.tic man.ua man.vfa
## Class numeric logical numeric numeric logical logical logical
## Minimum 5.35 <NA> 3.1 1.8 <NA> <NA> <NA>
## Maximum 5.35 <NA> 3.1 1.8 <NA> <NA> <NA>
## Mean 5.35 <NA> 3.1 1.8 <NA> <NA> <NA>
## Unique (excld. NA) 1 0 1 1 0 0 0
## Missing values 0 828 0 0 828 828 828
## Sorted TRUE <NA> TRUE TRUE <NA> <NA> <NA>
##
## man.ph app.start app.end app.method
## Class numeric POSIXct, POSIXt POSIXct, POSIXt character
## Minimum 7.8 2019-05-21 06:00:00 2019-05-21 16:00:00 os
## Maximum 7.8 2019-05-21 06:00:00 2019-05-21 16:00:00 os
## Mean 7.8 2019-05-21 06:00:00 2019-05-21 16:00:00 <NA>
## Unique (excld. NA) 1 1 1 1
## Missing values 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE
##
## app.rate app.rate.unit incorp time.incorp man.area
## Class numeric character character numeric logical
## Minimum 30 t/ha <NA> <NA> <NA>
## Maximum 30 t/ha <NA> <NA> <NA>
## Mean 30 <NA> <NA> <NA> <NA>
## Unique (excld. NA) 1 1 0 0 0
## Missing values 0 0 828 828 828
## Sorted TRUE TRUE <NA> <NA> <NA>
##
## dist.inj furrow.z furrow.w crop crop.z crop.area
## Class numeric numeric logical character numeric numeric
## Minimum 17 4 <NA> grass 15 <NA>
## Maximum 17 4 <NA> grass 15 <NA>
## Mean 17 4 <NA> <NA> 15 <NA>
## Unique (excld. NA) 1 1 0 1 1 0
## Missing values 0 0 828 0 0 828
## Sorted TRUE TRUE <NA> TRUE TRUE <NA>
##
## lai notes.plot row.in.file.plot man.trt3 institute
## Class logical character numeric logical character
## Minimum <NA> . 5 <NA> AU
## Maximum <NA> . 5 <NA> AU
## Mean <NA> <NA> 5 <NA> <NA>
## Unique (excld. NA) 0 1 1 0 1
## Missing values 828 0 0 828 0
## Sorted <NA> TRUE TRUE <NA> TRUE
##
## sub.period
## Class numeric
## Minimum 3
## Maximum 3
## Mean 3
## Unique (excld. NA) 1
## Missing values 0
## Sorted TRUE
##
## file
## Class character
## Minimum ../../data-submitted/03/AU/ALFAM2_JNK_2019_May_5_6_a.xlsx
## Maximum ../../data-submitted/03/AU/ALFAM2_JNK_2019_May_5_6_a.xlsx
## Mean <NA>
## Unique (excld. NA) 1
## Missing values 0
## Sorted TRUE
##
## app.start.orig app.end.orig
## Class character character
## Minimum 21-05-2019 06:00 21-05-2019 16:00
## Maximum 21-05-2019 06:00 21-05-2019 16:00
## Mean <NA> <NA>
## Unique (excld. NA) 1 1
## Missing values 0 0
## Sorted TRUE TRUE
##
## cpid
## Class character
## Minimum D:1.I:AU.Pr:Vejrumbro_2019.F:../../data-submitted/03/AU/ALFAM2_JNK_2019_May_5_6_a.xlsx.E:Vejrumbro_2019_May.F:.P:1.T:AGM.R:1.R2:.T:2019-05-21 06:00:00
## Maximum D:1.I:AU.Pr:Vejrumbro_2019.F:../../data-submitted/03/AU/ALFAM2_JNK_2019_May_5_6_a.xlsx.E:Vejrumbro_2019_May.F:.P:1.T:CRDS_2m.R:1.R2:.T:2019-05-21 06:00:00
## Mean <NA>
## Unique (excld. NA) 3
## Missing values 0
## Sorted TRUE
##
## ceid flag.plot
## Class character character
## Minimum D:1.I:AU.Pr:Vejrumbro_2019.E:Vejrumbro_2019_May
## Maximum D:1.I:AU.Pr:Vejrumbro_2019.E:Vejrumbro_2019_May
## Mean <NA> <NA>
## Unique (excld. NA) 1 1
## Missing values 0 0
## Sorted TRUE TRUE
##
## submitter tan.app interval t.start
## Class character numeric numeric POSIXct, POSIXt
## Minimum Jesper Nørlem Kamp 54 1 2019-05-21 12:00:00
## Maximum Jesper Nørlem Kamp 54 276 2019-05-27 12:00:00
## Mean <NA> 54 138 2019-05-24 13:02:56
## Unique (excld. NA) 1 1 276 276
## Missing values 0 0 0 0
## Sorted TRUE TRUE FALSE FALSE
##
## t.end dt bg.dl bg.val bg.unit j.NH3
## Class POSIXct, POSIXt numeric logical logical logical numeric
## Minimum 2019-05-21 13:00:00 0.5 <NA> <NA> <NA> -0.00188
## Maximum 2019-05-27 13:00:00 1 <NA> <NA> <NA> 0.278
## Mean 2019-05-24 13:34:27 0.525 <NA> <NA> <NA> 0.0381
## Unique (excld. NA) 276 2 0 0 0 801
## Missing values 0 0 828 828 828 0
## Sorted FALSE FALSE <NA> <NA> <NA> FALSE
##
## j.NH3.unit pH.surf air.temp air.temp.z soil.temp soil.temp.z
## Class character logical numeric numeric numeric numeric
## Minimum kg N/ha-hr <NA> 7.3 2 11.4 0.1
## Maximum kg N/ha-hr <NA> 17.4 2 14.4 0.1
## Mean <NA> <NA> 10.8 2 12.8 0.1
## Unique (excld. NA) 1 0 72 1 33 1
## Missing values 0 828 0 6 0 6
## Sorted TRUE <NA> FALSE TRUE FALSE TRUE
##
## soil.temp.surf rad wind wind.z MOL ustar
## Class numeric numeric numeric numeric numeric numeric
## Minimum 6.6 0 0.571 2 -1900 0.0812
## Maximum 19.2 786 6.53 2 13600 0.623
## Mean 11.1 158 3.93 2 16.8 0.358
## Unique (excld. NA) 80 102 267 1 253 257
## Missing values 0 0 0 6 57 57
## Sorted FALSE FALSE FALSE TRUE FALSE FALSE
##
## rl air.pres air.pres.unit rain rh wind.loc
## Class numeric numeric character numeric numeric character
## Minimum 0.00185 991 hPa 0 44.4 Field
## Maximum 0.244 1010 hPa 5.5 94.1 Field
## Mean 0.0257 1000 <NA> 0.0819 80.3 <NA>
## Unique (excld. NA) 244 168 1 15 206 1
## Missing values 57 0 6 0 0 6
## Sorted FALSE FALSE TRUE FALSE FALSE TRUE
##
## far.loc notes.int row.in.file.int j.type fromemis
## Class logical character numeric character numeric
## Minimum <NA> . 5 emission rate 1
## Maximum <NA> . 834 emission rate 1
## Mean <NA> <NA> 420 <NA> 1
## Unique (excld. NA) 0 1 828 1 1
## Missing values 828 827 0 0 0
## Sorted <NA> TRUE FALSE TRUE TRUE
##
## t.start.orig t.end.orig j.NH3.unit.orig j.NH3.orig
## Class character character character numeric
## Minimum '5/21/2019 12:00 '5/21/2019 12:00 µg NH3/m2/s -0.0636
## Maximum 5/22/2019 21:30 5/22/2019 21:30 µg NH3/m2/s 9.37
## Mean <NA> <NA> <NA> 1.28
## Unique (excld. NA) 277 277 1 702
## Missing values 0 0 6 126
## Sorted FALSE FALSE TRUE FALSE
##
## j.NH3.conv.fact dt.calc dt.diff ct mt cta
## Class numeric numeric numeric numeric numeric numeric
## Minimum 0.0296 0.5 0 1 0.5 7
## Maximum 0.0296 1 0 145 144 151
## Mean 0.0296 0.525 0 73.6 73.3 79.6
## Unique (excld. NA) 1 2 1 276 276 276
## Missing values 6 0 0 0 0 0
## Sorted TRUE FALSE TRUE FALSE FALSE FALSE
##
## bta flag.int rain.rate rain.cum wind.2m e.int
## Class numeric character numeric numeric numeric numeric
## Minimum 6 0 0.9 0.571 -0.00188
## Maximum 150 m i 5.5 22.6 6.53 0.264
## Mean 79 <NA> 0.121 17.1 3.94 0.0217
## Unique (excld. NA) 276 2 17 29 265 807
## Missing values 0 0 0 0 6 0
## Sorted FALSE FALSE FALSE FALSE FALSE FALSE
##
## e.cum e e.rel j.rel
## Class numeric numeric numeric numeric
## Minimum 0.18 0.18 0.00334 -3.49e-05
## Maximum 6.35 6.35 0.118 0.00514
## Mean 4.86 4.86 0.0899 0.000705
## Unique (excld. NA) 828 828 828 801
## Missing values 0 0 0 0
## Sorted FALSE FALSE FALSE FALSE
##
## pub.info
## Class character
## Minimum Kamp, J.N.; Häni, C.; Nyord, T.; Feilberg, A.; Sørensen, L.L. Calculation of NH3 Emissions, Evaluation of Backward Lagrangian Stochastic Dispersion Model and Aerodynamic Gradient Method. Atmosphere 2021, 12, 102. https://doi.org/10.3390/atmos12010102
## Maximum Kamp, J.N.; Häni, C.; Nyord, T.; Feilberg, A.; Sørensen, L.L. Calculation of NH3 Emissions, Evaluation of Backward Lagrangian Stochastic Dispersion Model and Aerodynamic Gradient Method. Atmosphere 2021, 12, 102. https://doi.org/10.3390/atmos12010102
## Mean <NA>
## Unique (excld. NA) 1
## Missing values 0
## Sorted TRUE
##
## soil.type2 exper2 rep2 acid meas.tech.orig meas.tech2
## Class logical logical logical logical character character
## Minimum <NA> <NA> <NA> FALSE bLS micro met
## Maximum <NA> <NA> <NA> FALSE bLS micro met
## Mean <NA> <NA> <NA> 0 TRUE <NA> <NA>
## Unique (excld. NA) 0 0 0 1 1 1
## Missing values 828 828 828 0 0 0
## Sorted <NA> <NA> <NA> TRUE TRUE TRUE
##
## crop.orig man.source.orig app.method.orig app.method2
## Class character character character character
## Minimum Grass Mix Open slot injection os
## Maximum Grass Mix Open slot injection os
## Mean <NA> <NA> <NA> <NA>
## Unique (excld. NA) 1 1 1 1
## Missing values 0 0 0 0
## Sorted TRUE TRUE TRUE TRUE
##
## incorp.orig date.start first.row.int row.plot
## Class logical Date numeric numeric
## Minimum <NA> 2019-05-21 5 5
## Maximum <NA> 2019-05-21 559 5
## Mean <NA> <NA> 282 5
## Unique (excld. NA) 0 1 3 1
## Missing values 828 0 0 0
## Sorted <NA> TRUE FALSE TRUE
##
## first.rows ggplotgroup
## Class factor numeric
## Minimum Plots 5 Emis. 282 1
## Maximum Plots 5 Emis. 559 1
## Mean Plots 5 Emis. 5 1
## Unique (excld. NA) 3 1
## Missing values 0 0
## Sorted FALSE TRUE
##