Process AirDAS data (the output of airdas_read),
including extracting state and condition information for each AirDAS event
Usage
airdas_process(x, ...)
# S3 method for class 'character'
airdas_process(x, ...)
# S3 method for class 'data.frame'
airdas_process(x, ...)
# S3 method for class 'airdas_dfr'
airdas_process(
x,
days.gap.part = 0.5/24,
days.gap.full = 12/24,
gap.message = FALSE,
reset.transect = TRUE,
trans.upper = FALSE,
...
)Arguments
- x
an object of class
airdas_dfrobject, an object that can be coerced to classairdas_dfr, or a character (filepath) which is first passed toairdas_read- ...
passed to
airdas_readifxis a character. Otherwise ignored- days.gap.part
numeric of length 1; time gap (in days) used to identify when a 'partial reset' is performed, i.e. when propagated info (weather, observers, etc) is reset. Default is 30 minutes; must be less than or equal to
days.gap.full- days.gap.full
numeric of length 1; time gap (in days) used to identify when a 'full reset; is performed, i.e. when all info (transect number and propagated info) is reset. Default is 12 hours; must be greater than
days.gap.part- gap.message
logical; default is
FALSE. Indicates if messages should be printed detailing which row(s) of the output data frame were partially or fully reset- reset.transect
logical; default is
TRUE. Indicates if propagated info (weather, observers, etc) should be reset toNAwhen beginning a new transect. See Details section- trans.upper
logical; indicates if all transect codes should be capitalized using
toupper. Default isFALSE
Value
An airdas_df object, which is also a data frame.
It consists of the input data frame, i.e. the output of airdas_read,
with the following columns added:
| State/condition | Column name | Notes |
| On/off effort | OnEffort | Transect code |
| Trans | Beaufort sea state | Bft |
| Percent overcast (cloud cover) | CCover | Jellyfish code |
| Jelly | not in PHOCOENA data | Horizontal sun (clock system) |
| HorizSun | Vertical sun (clock system) | VertSun |
| only in PHOCOENA data | Haze/Kelp/Red tide code | HKR |
| Haze (from HKR code) | Haze | Kelp (from HKR code) |
| Kelp | Red tide (from HKR code) | RedTide |
| Altitude (feet) | AltFt | Speed (knots) |
| SpKnot | Left observer | ObsL |
| Belly observer | ObsB | Right observer |
| ObsR | Data recorder | Rec |
| Viewing condition - left inside | VLI | Viewing condition - left outside |
| VLO | Viewing condition - belly | VB |
| Viewing condition - right inside | VRI | Viewing condition - right outside |
See airdas_format_pdf for which data columns the condition information
is extracted form for each file type.
In addition, warnings are printed with line numbers of unexpected event codes
Details
If x is a character, it is assumed to be a filepath and
first passed to airdas_read.
This output is then processed.
This function cannot handle concatenated airdas_dfr objects of multiple file types. In other words, AirDAS data must be processed and then concatenated.
AirDAS data is event-based, meaning most events indicate when a state or weather condition changes. For instance, a 'W' event indicates when one or more weather conditions (such as Beaufort sea state) change, and the weather conditions are the same for subsequent events until the next 'W' event. For each state/condition: a new column is created, the state/condition information is extracted from relevant events, and extracted information is propagated to appropriate subsequent rows (events). Thus, each row in the output data frame contains all pertinent state/condition information for that row.
The following assumptions/decisions are made during processing:
All '#' events (deleted events) are removed
'DateTime', 'Lat', and 'Lon' information are added to '1' events where applicable
Effort is determined as follows: T/R events turns effort on, and O/E events turn effort off. T/R events themselves will be on effort, while O/E events will be off effort. The 'EffortDot' column is ignored
'HKR' values are converted to lower case. "Y" values are considered to be "H" values
Observer ('ObsL', 'ObsB', 'ObsR', 'Rec') values are converted to lower case
Viewing condition ('VLI', 'VLO', 'VB', 'VRI', 'VRO') values are converted to lower case
Missing values are
NArather than-1
Normally, a T event (to indicate starting/resuming a transect)
is immediately followed by a VPAW event series, creating a TVPAW event series.
The reset.transect argument causes the conditions set in the VPAW event series
(Beaufort, viewing conditions, altitude, etc.) to be reset to NA at each T event
Examples
y <- system.file("airdas_sample.das", package = "swfscAirDAS")
airdas_process(y, trans.upper = FALSE)
#> Event DateTime Lat Lon OnEffort Trans Bft CCover Jelly
#> 1 C 2015-04-09 12:30:59 39.23550 -123.1563 FALSE <NA> NA NA NA
#> 2 C 2015-04-09 12:30:59 39.23550 -123.1563 FALSE <NA> NA NA NA
#> 3 T 2015-04-09 12:30:59 39.23550 -123.1563 TRUE T1 NA NA NA
#> 4 V 2015-04-09 12:30:59 39.23550 -123.1563 TRUE T1 NA NA NA
#> 5 P 2015-04-09 12:30:59 39.23550 -123.1563 TRUE T1 NA NA NA
#> 6 A 2015-04-09 12:30:59 39.23550 -123.1563 TRUE T1 NA NA NA
#> 7 W 2015-04-09 12:30:59 39.23550 -123.1563 TRUE T1 1 10 0
#> 8 * 2015-04-09 12:31:00 39.23567 -123.1575 TRUE T1 1 10 0
#> 9 S 2015-04-09 12:31:35 39.23367 -123.1783 TRUE T1 1 10 0
#> 10 S 2015-04-09 12:31:47 39.23350 -123.1857 TRUE T1 1 10 0
#> 11 C 2015-04-09 12:31:48 39.23350 -123.1857 TRUE T1 1 10 0
#> 12 S 2015-04-09 12:31:56 39.23333 -123.1917 TRUE T1 1 10 0
#> 13 * 2015-04-09 12:32:00 39.23317 -123.1930 TRUE T1 1 10 0
#> 14 S 2015-04-09 12:32:20 39.23233 -123.2053 TRUE T1 1 10 0
#> 15 S 2015-04-09 12:32:30 39.23233 -123.2108 TRUE T1 1 10 0
#> 16 S 2015-04-09 12:32:42 39.23233 -123.2195 TRUE T1 1 10 0
#> 17 1 2015-04-09 12:32:42 39.23233 -123.2195 TRUE T1 1 10 0
#> 18 * 2015-04-09 12:33:00 39.23267 -123.2292 TRUE T1 1 10 0
#> 19 S 2015-04-09 12:33:43 39.23333 -123.2550 TRUE T1 1 10 0
#> 20 * 2015-04-09 12:34:00 39.23300 -123.2637 TRUE T1 1 10 0
#> 21 W 2015-04-09 12:34:52 39.23317 -123.2945 TRUE T1 1 10 2
#> 22 C 2015-04-09 12:34:56 39.23317 -123.2968 TRUE T1 1 10 2
#> 23 * 2015-04-09 12:35:00 39.23317 -123.2985 TRUE T1 1 10 2
#> 24 S 2015-04-09 12:35:13 39.23317 -123.3073 TRUE T1 1 10 2
#> 25 C 2015-04-09 12:35:32 39.23317 -123.3178 TRUE T1 1 10 2
#> 26 * 2015-04-09 12:36:00 39.23333 -123.3337 TRUE T1 1 10 2
#> 27 S 2015-04-09 12:36:13 39.23333 -123.3418 TRUE T1 1 10 2
#> 28 S 2015-04-09 12:36:26 39.23350 -123.3500 TRUE T1 1 10 2
#> 29 t 2015-04-09 12:36:26 39.23350 -123.3500 TRUE T1 1 10 2
#> 30 S 2015-04-09 12:36:43 39.23350 -123.3592 TRUE T1 1 10 2
#> 31 * 2015-04-09 12:37:01 39.23383 -123.3685 TRUE T1 1 10 2
#> 32 S 2015-04-09 12:37:01 39.23400 -123.3697 TRUE T1 1 10 2
#> 33 S 2015-04-09 12:37:16 39.23433 -123.3790 TRUE T1 1 10 2
#> 34 S 2015-04-09 12:37:37 39.23417 -123.3910 TRUE T1 1 10 2
#> 35 W 2015-04-09 12:37:57 39.23400 -123.4033 TRUE T1 2 10 0
#> 36 E 2015-04-09 12:38:00 39.23400 -123.4047 FALSE T1 2 10 0
#> 37 C 2015-04-09 12:38:00 39.23400 -123.4047 FALSE T1 2 10 0
#> 38 * 2015-04-09 12:39:00 39.23417 -123.4400 FALSE T1 2 10 0
#> 39 R 2015-04-09 12:40:00 39.23400 -123.4742 TRUE T1 2 10 0
#> 40 W 2015-04-09 12:40:28 39.23333 -123.4915 TRUE T1 2 20 0
#> 41 C 2015-04-09 12:40:36 39.23317 -123.4960 TRUE T1 2 20 0
#> 42 * 2015-04-09 12:41:00 39.23317 -123.5092 TRUE T1 2 20 0
#> 43 W 2015-04-09 12:41:08 39.23317 -123.5143 TRUE T1 1 20 0
#> 44 * 2015-04-09 12:42:00 39.23267 -123.5433 TRUE T1 1 20 0
#> 45 C 2015-04-09 12:42:01 39.23267 -123.5433 TRUE T1 1 20 0
#> 46 S 2015-04-09 12:42:13 39.23250 -123.5515 TRUE T1 1 20 0
#> 47 * 2015-04-09 12:43:00 39.23233 -123.5778 TRUE T1 1 20 0
#> 48 O 2015-04-09 12:43:43 39.23283 -123.6033 FALSE <NA> 1 20 0
#> 49 * 2015-04-09 12:44:00 39.23300 -123.6118 FALSE <NA> 1 20 0
#> 50 * 2015-04-09 12:45:00 39.24450 -123.6415 FALSE <NA> 1 20 0
#> 51 * 2015-04-09 12:46:00 39.22167 -123.6373 FALSE <NA> 1 20 0
#> 52 T 2015-04-09 12:46:51 39.22000 -123.6078 TRUE T2 NA NA NA
#> 53 V 2015-04-09 12:46:51 39.22000 -123.6078 TRUE T2 NA NA NA
#> 54 P 2015-04-09 12:46:51 39.22000 -123.6078 TRUE T2 NA NA NA
#> 55 A 2015-04-09 12:46:51 39.22000 -123.6078 TRUE T2 NA NA NA
#> 56 W 2015-04-09 12:46:51 39.22000 -123.6078 TRUE T2 1 20 0
#> 57 * 2015-04-09 12:47:00 39.21950 -123.6025 TRUE T2 1 20 0
#> 58 * 2015-04-09 12:48:00 39.21783 -123.5682 TRUE T2 1 20 0
#> 59 A 2015-04-09 12:48:29 39.21767 -123.5515 TRUE T2 1 20 0
#> 60 A 2015-04-09 12:48:36 39.21783 -123.5468 TRUE T2 1 20 0
#> 61 * 2015-04-09 12:49:00 39.21783 -123.5333 TRUE T2 1 20 0
#> 62 * 2015-04-09 12:50:00 39.21617 -123.4987 TRUE T2 1 20 0
#> 63 A 2015-04-09 12:50:32 39.21683 -123.4797 TRUE T2 1 20 0
#> 64 * 2015-04-09 12:51:00 39.21733 -123.4653 TRUE T2 1 20 0
#> 65 S 2015-04-09 12:51:40 39.21750 -123.4410 TRUE T2 1 20 0
#> 66 S 2015-04-09 12:51:55 39.21750 -123.4317 TRUE T2 1 20 0
#> 67 * 2015-04-09 12:52:00 39.21733 -123.4293 TRUE T2 1 20 0
#> 68 S 2015-04-09 12:52:03 39.21733 -123.4270 TRUE T2 1 20 0
#> 69 S 2015-04-09 12:52:04 39.21733 -123.4270 TRUE T2 1 20 0
#> 70 S 2015-04-09 12:52:07 39.21733 -123.4258 TRUE T2 1 20 0
#> 71 S 2015-04-09 12:52:17 39.21700 -123.4185 TRUE T2 1 20 0
#> 72 C 2015-04-09 12:52:39 39.21700 -123.4072 TRUE T2 1 20 0
#> 73 S 2015-04-09 12:52:54 39.21700 -123.3982 TRUE T2 1 20 0
#> 74 * 2015-04-09 12:53:00 39.21717 -123.3960 TRUE T2 1 20 0
#> 75 * 2015-04-09 12:54:00 39.21683 -123.3617 TRUE T2 1 20 0
#> 76 V 2015-04-09 12:54:01 39.21683 -123.3605 TRUE T2 1 20 0
#> 77 W 2015-04-09 12:54:04 39.21683 -123.3605 TRUE T2 2 20 0
#> 78 S 2015-04-09 12:54:34 39.21667 -123.3422 TRUE T2 2 20 0
#> 79 * 2015-04-09 12:55:00 39.21667 -123.3285 TRUE T2 2 20 0
#> 80 S 2015-04-09 12:55:20 39.21700 -123.3172 TRUE T2 2 20 0
#> 81 * 2015-04-09 12:56:00 39.21700 -123.2960 TRUE T2 2 20 0
#> 82 W 2015-04-09 12:56:40 39.21733 -123.2730 TRUE T2 2 20 0
#> 83 C 2015-04-09 12:56:43 39.21717 -123.2718 TRUE T2 2 20 0
#> 84 S 2015-04-09 12:56:49 39.21717 -123.2685 TRUE T2 2 20 0
#> 85 * 2015-04-09 12:57:00 39.21700 -123.2617 TRUE T2 2 20 0
#> 86 s 2015-04-09 12:57:00 39.21700 -123.2617 TRUE T2 2 20 0
#> 87 O 2015-04-09 12:57:30 39.21700 -123.2417 FALSE <NA> 2 20 0
#> HorizSun VertSun HKR Haze Kelp RedTide AltFt SpKnot ObsL ObsB ObsR Rec
#> 1 NA NA <NA> FALSE FALSE FALSE NA NA <NA> <NA> <NA> <NA>
#> 2 NA NA <NA> FALSE FALSE FALSE NA NA <NA> <NA> <NA> <NA>
#> 3 NA NA <NA> FALSE FALSE FALSE NA NA <NA> <NA> <NA> <NA>
#> 4 NA NA <NA> FALSE FALSE FALSE NA NA <NA> <NA> <NA> <NA>
#> 5 NA NA <NA> FALSE FALSE FALSE NA NA aa bb cc dd
#> 6 NA NA <NA> FALSE FALSE FALSE 650 100 aa bb cc dd
#> 7 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 8 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 9 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 10 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 11 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 12 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 13 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 14 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 15 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 16 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 17 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 18 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 19 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 20 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 21 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 22 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 23 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 24 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 25 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 26 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 27 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 28 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 29 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 30 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 31 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 32 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 33 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 34 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 35 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 36 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 37 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 38 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 39 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 40 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 41 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 42 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 43 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 44 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 45 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 46 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 47 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 48 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 49 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 50 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 51 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 52 NA NA <NA> FALSE FALSE FALSE NA NA <NA> <NA> <NA> <NA>
#> 53 NA NA <NA> FALSE FALSE FALSE NA NA <NA> <NA> <NA> <NA>
#> 54 NA NA <NA> FALSE FALSE FALSE NA NA aa dd cc bb
#> 55 NA NA <NA> FALSE FALSE FALSE 650 100 aa dd cc bb
#> 56 12 NA n FALSE FALSE FALSE 650 100 aa dd cc bb
#> 57 12 NA n FALSE FALSE FALSE 650 100 aa dd cc bb
#> 58 12 NA n FALSE FALSE FALSE 650 100 aa dd cc bb
#> 59 12 NA n FALSE FALSE FALSE 680 100 aa dd cc bb
#> 60 12 NA n FALSE FALSE FALSE 650 100 aa dd cc bb
#> 61 12 NA n FALSE FALSE FALSE 650 100 aa dd cc bb
#> 62 12 NA n FALSE FALSE FALSE 650 100 aa dd cc bb
#> 63 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 64 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 65 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 66 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 67 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 68 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 69 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 70 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 71 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 72 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 73 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 74 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 75 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 76 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 77 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 78 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 79 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 80 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 81 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 82 12 NA r FALSE FALSE TRUE 680 90 aa dd cc bb
#> 83 12 NA r FALSE FALSE TRUE 680 90 aa dd cc bb
#> 84 12 NA r FALSE FALSE TRUE 680 90 aa dd cc bb
#> 85 12 NA r FALSE FALSE TRUE 680 90 aa dd cc bb
#> 86 12 NA r FALSE FALSE TRUE 680 90 aa dd cc bb
#> 87 12 NA r FALSE FALSE TRUE 680 90 aa dd cc bb
#> VLI VLO VB VRI VRO Data1 Data2 Data3 Data4 Data5 Data6 Data7
#> 1 <NA> <NA> <NA> <NA> <NA> Reco rder: dd <NA> <NA> <NA> <NA>
#> 2 <NA> <NA> <NA> <NA> <NA> Not recor ding molas <NA> <NA> <NA>
#> 3 <NA> <NA> <NA> <NA> <NA> T1 <NA> <NA> <NA> <NA> <NA> <NA>
#> 4 g g g g g g g g g g <NA> <NA>
#> 5 g g g g g aa bb cc dd <NA> <NA> <NA>
#> 6 g g g g g 650 100 <NA> <NA> <NA> <NA> <NA>
#> 7 g g g g g n 10 1 0 6 <NA> <NA>
#> 8 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 9 g g g g g 1 cc 67 6 mn <NA> <NA>
#> 10 g g g g g 2 bb -60 6 mn <NA> <NA>
#> 11 g g g g g 2 cp <NA> <NA> <NA> <NA> <NA> <NA>
#> 12 g g g g g 3 cc 38 2 mn <NA> <NA>
#> 13 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 14 g g g g g 4 aa -50 5 mn <NA> <NA>
#> 15 g g g g g 5 cc 49 4 bm <NA> <NA>
#> 16 g g g g g 6 cc 42 10 gg er <NA>
#> 17 g g g g g <NA> <NA> <NA> <NA> 80 20 <NA>
#> 18 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 19 g g g g g 7 aa -53 5 bm <NA> <NA>
#> 20 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 21 g g g g g r 10 1 2 6 <NA> <NA>
#> 22 g g g g g stre aky r ed ti de <NA> <NA> <NA>
#> 23 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 24 g g g g g 8 dd 24 2 bm <NA> <NA>
#> 25 g g g g g shar k 11f t <NA> <NA> <NA> <NA>
#> 26 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 27 g g g g g 9 aa -57 4 mn <NA> <NA>
#> 28 g g g g g 10 cc 65 5 gg <NA> <NA>
#> 29 g g g g g aa -20 dc 5 90 n <NA>
#> 30 g g g g g 11 bb 87 3 pp <NA> <NA>
#> 31 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 32 g g g g g 12 bb 82 5 gg <NA> <NA>
#> 33 g g g g g 13 bb 54 6 pp <NA> <NA>
#> 34 g g g g g 14 cc 62 2 gg <NA> <NA>
#> 35 g g g g g n 10 2 0 6 <NA> <NA>
#> 36 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 37 g g g g g off effor t to circl e on unide ntifed object
#> 38 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 39 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 40 g g g g g n 20 2 0 6 <NA> <NA>
#> 41 g g g g g wate r got more blue <NA> <NA> <NA>
#> 42 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 43 g g g g g n 20 1 0 6 <NA> <NA>
#> 44 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 45 g g g g g fb2s fb1m <NA> <NA> <NA> <NA> <NA>
#> 46 g g g g g 15 bb 50 3 mn <NA> <NA>
#> 47 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 48 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 49 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 50 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 51 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 52 <NA> <NA> <NA> <NA> <NA> T2 <NA> <NA> <NA> <NA> <NA> <NA>
#> 53 g g g g g g g g g g <NA> <NA>
#> 54 g g g g g aa dd cc bb <NA> <NA> <NA>
#> 55 g g g g g 650 100 <NA> <NA> <NA> <NA> <NA>
#> 56 g g g g g n 20 1 0 12 <NA> <NA>
#> 57 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 58 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 59 g g g g g 680 100 <NA> <NA> <NA> <NA> <NA>
#> 60 g g g g g 650 100 <NA> <NA> <NA> <NA> <NA>
#> 61 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 62 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 63 g g g g g 680 90 <NA> <NA> <NA> <NA> <NA>
#> 64 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 65 g g g g g 16 aa -31 6 mn <NA> <NA>
#> 66 g g g g g 17 bb -59 6 bm <NA> <NA>
#> 67 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 68 g g g g g 18 aa -62 2 gg <NA> <NA>
#> 69 g g g g g 19 cc 42 3 bm <NA> <NA>
#> 70 g g g g g 20 aa -48 4 bm <NA> <NA>
#> 71 g g g g g 21 cc 63 6 pp <NA> <NA>
#> 72 g g g g g bell y has some glar e <NA> <NA>
#> 73 g g g g g 22 cc 43 2 pp <NA> <NA>
#> 74 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 75 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 76 g g p g g g g p g g <NA> <NA>
#> 77 g g p g g n 20 2 0 12 <NA> <NA>
#> 78 g g p g g 23 cc 56 6 mn <NA> <NA>
#> 79 g g p g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 80 g g p g g 24 cc 37 6 mn <NA> <NA>
#> 81 g g p g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 82 g g p g g r 20 2 0 12 <NA> <NA>
#> 83 g g p g g patc hy re d tid e <NA> <NA> <NA>
#> 84 g g p g g 25 bb -76 1 pp <NA> <NA>
#> 85 g g p g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 86 g g p g g 25 -70 <NA> <NA> <NA> <NA> <NA>
#> 87 g g p g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> EffortDot EventNum file_das line_num file_type
#> 1 FALSE 1 airdas_sample.das 1 turtle
#> 2 FALSE 2 airdas_sample.das 2 turtle
#> 3 TRUE 3 airdas_sample.das 3 turtle
#> 4 TRUE 4 airdas_sample.das 4 turtle
#> 5 TRUE 5 airdas_sample.das 5 turtle
#> 6 TRUE 6 airdas_sample.das 6 turtle
#> 7 TRUE 7 airdas_sample.das 7 turtle
#> 8 TRUE 8 airdas_sample.das 8 turtle
#> 9 TRUE 9 airdas_sample.das 9 turtle
#> 10 TRUE 10 airdas_sample.das 10 turtle
#> 11 TRUE 11 airdas_sample.das 11 turtle
#> 12 TRUE 12 airdas_sample.das 12 turtle
#> 13 TRUE 13 airdas_sample.das 13 turtle
#> 14 TRUE 14 airdas_sample.das 14 turtle
#> 15 TRUE 15 airdas_sample.das 15 turtle
#> 16 TRUE 16 airdas_sample.das 16 turtle
#> 17 FALSE <NA> airdas_sample.das 17 turtle
#> 18 TRUE 17 airdas_sample.das 18 turtle
#> 19 TRUE 18 airdas_sample.das 19 turtle
#> 20 TRUE 19 airdas_sample.das 20 turtle
#> 21 TRUE 20 airdas_sample.das 21 turtle
#> 22 TRUE 21 airdas_sample.das 22 turtle
#> 23 TRUE 22 airdas_sample.das 23 turtle
#> 24 TRUE 23 airdas_sample.das 24 turtle
#> 25 TRUE 24 airdas_sample.das 25 turtle
#> 26 TRUE 25 airdas_sample.das 26 turtle
#> 27 TRUE 26 airdas_sample.das 27 turtle
#> 28 TRUE 27 airdas_sample.das 28 turtle
#> 29 TRUE 28 airdas_sample.das 29 turtle
#> 30 TRUE 29 airdas_sample.das 30 turtle
#> 31 TRUE 30 airdas_sample.das 31 turtle
#> 32 TRUE 31 airdas_sample.das 32 turtle
#> 33 TRUE 32 airdas_sample.das 33 turtle
#> 34 TRUE 34 airdas_sample.das 35 turtle
#> 35 TRUE 35 airdas_sample.das 36 turtle
#> 36 FALSE 36 airdas_sample.das 37 turtle
#> 37 FALSE 37 airdas_sample.das 38 turtle
#> 38 FALSE 38 airdas_sample.das 39 turtle
#> 39 TRUE 39 airdas_sample.das 40 turtle
#> 40 TRUE 40 airdas_sample.das 41 turtle
#> 41 TRUE 41 airdas_sample.das 42 turtle
#> 42 TRUE 42 airdas_sample.das 43 turtle
#> 43 TRUE 43 airdas_sample.das 44 turtle
#> 44 TRUE 44 airdas_sample.das 45 turtle
#> 45 TRUE 45 airdas_sample.das 46 turtle
#> 46 TRUE 46 airdas_sample.das 47 turtle
#> 47 TRUE 47 airdas_sample.das 48 turtle
#> 48 FALSE 48 airdas_sample.das 49 turtle
#> 49 FALSE 49 airdas_sample.das 50 turtle
#> 50 FALSE 50 airdas_sample.das 51 turtle
#> 51 FALSE 51 airdas_sample.das 52 turtle
#> 52 TRUE 52 airdas_sample.das 53 turtle
#> 53 TRUE 53 airdas_sample.das 54 turtle
#> 54 TRUE 54 airdas_sample.das 55 turtle
#> 55 TRUE 55 airdas_sample.das 56 turtle
#> 56 TRUE 56 airdas_sample.das 57 turtle
#> 57 TRUE 57 airdas_sample.das 58 turtle
#> 58 TRUE 58 airdas_sample.das 59 turtle
#> 59 TRUE 59 airdas_sample.das 60 turtle
#> 60 TRUE 60 airdas_sample.das 61 turtle
#> 61 TRUE 61 airdas_sample.das 62 turtle
#> 62 TRUE 62 airdas_sample.das 63 turtle
#> 63 TRUE 63 airdas_sample.das 64 turtle
#> 64 TRUE 64 airdas_sample.das 65 turtle
#> 65 TRUE 65 airdas_sample.das 66 turtle
#> 66 TRUE 66 airdas_sample.das 67 turtle
#> 67 TRUE 67 airdas_sample.das 68 turtle
#> 68 TRUE 68 airdas_sample.das 69 turtle
#> 69 TRUE 69 airdas_sample.das 70 turtle
#> 70 TRUE 70 airdas_sample.das 71 turtle
#> 71 TRUE 71 airdas_sample.das 72 turtle
#> 72 TRUE 72 airdas_sample.das 73 turtle
#> 73 TRUE 73 airdas_sample.das 74 turtle
#> 74 TRUE 74 airdas_sample.das 75 turtle
#> 75 TRUE 75 airdas_sample.das 76 turtle
#> 76 TRUE 76 airdas_sample.das 77 turtle
#> 77 TRUE 77 airdas_sample.das 78 turtle
#> 78 TRUE 78 airdas_sample.das 79 turtle
#> 79 TRUE 79 airdas_sample.das 80 turtle
#> 80 TRUE 80 airdas_sample.das 81 turtle
#> 81 TRUE 81 airdas_sample.das 82 turtle
#> 82 TRUE 82 airdas_sample.das 83 turtle
#> 83 TRUE 83 airdas_sample.das 84 turtle
#> 84 TRUE 84 airdas_sample.das 85 turtle
#> 85 TRUE 85 airdas_sample.das 86 turtle
#> 86 TRUE 86 airdas_sample.das 87 turtle
#> 87 FALSE 87 airdas_sample.das 88 turtle
y.read <- airdas_read(y)
airdas_process(y.read)
#> Event DateTime Lat Lon OnEffort Trans Bft CCover Jelly
#> 1 C 2015-04-09 12:30:59 39.23550 -123.1563 FALSE <NA> NA NA NA
#> 2 C 2015-04-09 12:30:59 39.23550 -123.1563 FALSE <NA> NA NA NA
#> 3 T 2015-04-09 12:30:59 39.23550 -123.1563 TRUE T1 NA NA NA
#> 4 V 2015-04-09 12:30:59 39.23550 -123.1563 TRUE T1 NA NA NA
#> 5 P 2015-04-09 12:30:59 39.23550 -123.1563 TRUE T1 NA NA NA
#> 6 A 2015-04-09 12:30:59 39.23550 -123.1563 TRUE T1 NA NA NA
#> 7 W 2015-04-09 12:30:59 39.23550 -123.1563 TRUE T1 1 10 0
#> 8 * 2015-04-09 12:31:00 39.23567 -123.1575 TRUE T1 1 10 0
#> 9 S 2015-04-09 12:31:35 39.23367 -123.1783 TRUE T1 1 10 0
#> 10 S 2015-04-09 12:31:47 39.23350 -123.1857 TRUE T1 1 10 0
#> 11 C 2015-04-09 12:31:48 39.23350 -123.1857 TRUE T1 1 10 0
#> 12 S 2015-04-09 12:31:56 39.23333 -123.1917 TRUE T1 1 10 0
#> 13 * 2015-04-09 12:32:00 39.23317 -123.1930 TRUE T1 1 10 0
#> 14 S 2015-04-09 12:32:20 39.23233 -123.2053 TRUE T1 1 10 0
#> 15 S 2015-04-09 12:32:30 39.23233 -123.2108 TRUE T1 1 10 0
#> 16 S 2015-04-09 12:32:42 39.23233 -123.2195 TRUE T1 1 10 0
#> 17 1 2015-04-09 12:32:42 39.23233 -123.2195 TRUE T1 1 10 0
#> 18 * 2015-04-09 12:33:00 39.23267 -123.2292 TRUE T1 1 10 0
#> 19 S 2015-04-09 12:33:43 39.23333 -123.2550 TRUE T1 1 10 0
#> 20 * 2015-04-09 12:34:00 39.23300 -123.2637 TRUE T1 1 10 0
#> 21 W 2015-04-09 12:34:52 39.23317 -123.2945 TRUE T1 1 10 2
#> 22 C 2015-04-09 12:34:56 39.23317 -123.2968 TRUE T1 1 10 2
#> 23 * 2015-04-09 12:35:00 39.23317 -123.2985 TRUE T1 1 10 2
#> 24 S 2015-04-09 12:35:13 39.23317 -123.3073 TRUE T1 1 10 2
#> 25 C 2015-04-09 12:35:32 39.23317 -123.3178 TRUE T1 1 10 2
#> 26 * 2015-04-09 12:36:00 39.23333 -123.3337 TRUE T1 1 10 2
#> 27 S 2015-04-09 12:36:13 39.23333 -123.3418 TRUE T1 1 10 2
#> 28 S 2015-04-09 12:36:26 39.23350 -123.3500 TRUE T1 1 10 2
#> 29 t 2015-04-09 12:36:26 39.23350 -123.3500 TRUE T1 1 10 2
#> 30 S 2015-04-09 12:36:43 39.23350 -123.3592 TRUE T1 1 10 2
#> 31 * 2015-04-09 12:37:01 39.23383 -123.3685 TRUE T1 1 10 2
#> 32 S 2015-04-09 12:37:01 39.23400 -123.3697 TRUE T1 1 10 2
#> 33 S 2015-04-09 12:37:16 39.23433 -123.3790 TRUE T1 1 10 2
#> 34 S 2015-04-09 12:37:37 39.23417 -123.3910 TRUE T1 1 10 2
#> 35 W 2015-04-09 12:37:57 39.23400 -123.4033 TRUE T1 2 10 0
#> 36 E 2015-04-09 12:38:00 39.23400 -123.4047 FALSE T1 2 10 0
#> 37 C 2015-04-09 12:38:00 39.23400 -123.4047 FALSE T1 2 10 0
#> 38 * 2015-04-09 12:39:00 39.23417 -123.4400 FALSE T1 2 10 0
#> 39 R 2015-04-09 12:40:00 39.23400 -123.4742 TRUE T1 2 10 0
#> 40 W 2015-04-09 12:40:28 39.23333 -123.4915 TRUE T1 2 20 0
#> 41 C 2015-04-09 12:40:36 39.23317 -123.4960 TRUE T1 2 20 0
#> 42 * 2015-04-09 12:41:00 39.23317 -123.5092 TRUE T1 2 20 0
#> 43 W 2015-04-09 12:41:08 39.23317 -123.5143 TRUE T1 1 20 0
#> 44 * 2015-04-09 12:42:00 39.23267 -123.5433 TRUE T1 1 20 0
#> 45 C 2015-04-09 12:42:01 39.23267 -123.5433 TRUE T1 1 20 0
#> 46 S 2015-04-09 12:42:13 39.23250 -123.5515 TRUE T1 1 20 0
#> 47 * 2015-04-09 12:43:00 39.23233 -123.5778 TRUE T1 1 20 0
#> 48 O 2015-04-09 12:43:43 39.23283 -123.6033 FALSE <NA> 1 20 0
#> 49 * 2015-04-09 12:44:00 39.23300 -123.6118 FALSE <NA> 1 20 0
#> 50 * 2015-04-09 12:45:00 39.24450 -123.6415 FALSE <NA> 1 20 0
#> 51 * 2015-04-09 12:46:00 39.22167 -123.6373 FALSE <NA> 1 20 0
#> 52 T 2015-04-09 12:46:51 39.22000 -123.6078 TRUE T2 NA NA NA
#> 53 V 2015-04-09 12:46:51 39.22000 -123.6078 TRUE T2 NA NA NA
#> 54 P 2015-04-09 12:46:51 39.22000 -123.6078 TRUE T2 NA NA NA
#> 55 A 2015-04-09 12:46:51 39.22000 -123.6078 TRUE T2 NA NA NA
#> 56 W 2015-04-09 12:46:51 39.22000 -123.6078 TRUE T2 1 20 0
#> 57 * 2015-04-09 12:47:00 39.21950 -123.6025 TRUE T2 1 20 0
#> 58 * 2015-04-09 12:48:00 39.21783 -123.5682 TRUE T2 1 20 0
#> 59 A 2015-04-09 12:48:29 39.21767 -123.5515 TRUE T2 1 20 0
#> 60 A 2015-04-09 12:48:36 39.21783 -123.5468 TRUE T2 1 20 0
#> 61 * 2015-04-09 12:49:00 39.21783 -123.5333 TRUE T2 1 20 0
#> 62 * 2015-04-09 12:50:00 39.21617 -123.4987 TRUE T2 1 20 0
#> 63 A 2015-04-09 12:50:32 39.21683 -123.4797 TRUE T2 1 20 0
#> 64 * 2015-04-09 12:51:00 39.21733 -123.4653 TRUE T2 1 20 0
#> 65 S 2015-04-09 12:51:40 39.21750 -123.4410 TRUE T2 1 20 0
#> 66 S 2015-04-09 12:51:55 39.21750 -123.4317 TRUE T2 1 20 0
#> 67 * 2015-04-09 12:52:00 39.21733 -123.4293 TRUE T2 1 20 0
#> 68 S 2015-04-09 12:52:03 39.21733 -123.4270 TRUE T2 1 20 0
#> 69 S 2015-04-09 12:52:04 39.21733 -123.4270 TRUE T2 1 20 0
#> 70 S 2015-04-09 12:52:07 39.21733 -123.4258 TRUE T2 1 20 0
#> 71 S 2015-04-09 12:52:17 39.21700 -123.4185 TRUE T2 1 20 0
#> 72 C 2015-04-09 12:52:39 39.21700 -123.4072 TRUE T2 1 20 0
#> 73 S 2015-04-09 12:52:54 39.21700 -123.3982 TRUE T2 1 20 0
#> 74 * 2015-04-09 12:53:00 39.21717 -123.3960 TRUE T2 1 20 0
#> 75 * 2015-04-09 12:54:00 39.21683 -123.3617 TRUE T2 1 20 0
#> 76 V 2015-04-09 12:54:01 39.21683 -123.3605 TRUE T2 1 20 0
#> 77 W 2015-04-09 12:54:04 39.21683 -123.3605 TRUE T2 2 20 0
#> 78 S 2015-04-09 12:54:34 39.21667 -123.3422 TRUE T2 2 20 0
#> 79 * 2015-04-09 12:55:00 39.21667 -123.3285 TRUE T2 2 20 0
#> 80 S 2015-04-09 12:55:20 39.21700 -123.3172 TRUE T2 2 20 0
#> 81 * 2015-04-09 12:56:00 39.21700 -123.2960 TRUE T2 2 20 0
#> 82 W 2015-04-09 12:56:40 39.21733 -123.2730 TRUE T2 2 20 0
#> 83 C 2015-04-09 12:56:43 39.21717 -123.2718 TRUE T2 2 20 0
#> 84 S 2015-04-09 12:56:49 39.21717 -123.2685 TRUE T2 2 20 0
#> 85 * 2015-04-09 12:57:00 39.21700 -123.2617 TRUE T2 2 20 0
#> 86 s 2015-04-09 12:57:00 39.21700 -123.2617 TRUE T2 2 20 0
#> 87 O 2015-04-09 12:57:30 39.21700 -123.2417 FALSE <NA> 2 20 0
#> HorizSun VertSun HKR Haze Kelp RedTide AltFt SpKnot ObsL ObsB ObsR Rec
#> 1 NA NA <NA> FALSE FALSE FALSE NA NA <NA> <NA> <NA> <NA>
#> 2 NA NA <NA> FALSE FALSE FALSE NA NA <NA> <NA> <NA> <NA>
#> 3 NA NA <NA> FALSE FALSE FALSE NA NA <NA> <NA> <NA> <NA>
#> 4 NA NA <NA> FALSE FALSE FALSE NA NA <NA> <NA> <NA> <NA>
#> 5 NA NA <NA> FALSE FALSE FALSE NA NA aa bb cc dd
#> 6 NA NA <NA> FALSE FALSE FALSE 650 100 aa bb cc dd
#> 7 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 8 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 9 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 10 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 11 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 12 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 13 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 14 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 15 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 16 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 17 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 18 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 19 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 20 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 21 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 22 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 23 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 24 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 25 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 26 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 27 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 28 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 29 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 30 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 31 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 32 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 33 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 34 6 NA r FALSE FALSE TRUE 650 100 aa bb cc dd
#> 35 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 36 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 37 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 38 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 39 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 40 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 41 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 42 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 43 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 44 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 45 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 46 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 47 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 48 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 49 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 50 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 51 6 NA n FALSE FALSE FALSE 650 100 aa bb cc dd
#> 52 NA NA <NA> FALSE FALSE FALSE NA NA <NA> <NA> <NA> <NA>
#> 53 NA NA <NA> FALSE FALSE FALSE NA NA <NA> <NA> <NA> <NA>
#> 54 NA NA <NA> FALSE FALSE FALSE NA NA aa dd cc bb
#> 55 NA NA <NA> FALSE FALSE FALSE 650 100 aa dd cc bb
#> 56 12 NA n FALSE FALSE FALSE 650 100 aa dd cc bb
#> 57 12 NA n FALSE FALSE FALSE 650 100 aa dd cc bb
#> 58 12 NA n FALSE FALSE FALSE 650 100 aa dd cc bb
#> 59 12 NA n FALSE FALSE FALSE 680 100 aa dd cc bb
#> 60 12 NA n FALSE FALSE FALSE 650 100 aa dd cc bb
#> 61 12 NA n FALSE FALSE FALSE 650 100 aa dd cc bb
#> 62 12 NA n FALSE FALSE FALSE 650 100 aa dd cc bb
#> 63 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 64 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 65 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 66 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 67 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 68 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 69 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 70 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 71 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 72 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 73 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 74 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 75 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 76 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 77 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 78 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 79 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 80 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 81 12 NA n FALSE FALSE FALSE 680 90 aa dd cc bb
#> 82 12 NA r FALSE FALSE TRUE 680 90 aa dd cc bb
#> 83 12 NA r FALSE FALSE TRUE 680 90 aa dd cc bb
#> 84 12 NA r FALSE FALSE TRUE 680 90 aa dd cc bb
#> 85 12 NA r FALSE FALSE TRUE 680 90 aa dd cc bb
#> 86 12 NA r FALSE FALSE TRUE 680 90 aa dd cc bb
#> 87 12 NA r FALSE FALSE TRUE 680 90 aa dd cc bb
#> VLI VLO VB VRI VRO Data1 Data2 Data3 Data4 Data5 Data6 Data7
#> 1 <NA> <NA> <NA> <NA> <NA> Reco rder: dd <NA> <NA> <NA> <NA>
#> 2 <NA> <NA> <NA> <NA> <NA> Not recor ding molas <NA> <NA> <NA>
#> 3 <NA> <NA> <NA> <NA> <NA> T1 <NA> <NA> <NA> <NA> <NA> <NA>
#> 4 g g g g g g g g g g <NA> <NA>
#> 5 g g g g g aa bb cc dd <NA> <NA> <NA>
#> 6 g g g g g 650 100 <NA> <NA> <NA> <NA> <NA>
#> 7 g g g g g n 10 1 0 6 <NA> <NA>
#> 8 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 9 g g g g g 1 cc 67 6 mn <NA> <NA>
#> 10 g g g g g 2 bb -60 6 mn <NA> <NA>
#> 11 g g g g g 2 cp <NA> <NA> <NA> <NA> <NA> <NA>
#> 12 g g g g g 3 cc 38 2 mn <NA> <NA>
#> 13 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 14 g g g g g 4 aa -50 5 mn <NA> <NA>
#> 15 g g g g g 5 cc 49 4 bm <NA> <NA>
#> 16 g g g g g 6 cc 42 10 gg er <NA>
#> 17 g g g g g <NA> <NA> <NA> <NA> 80 20 <NA>
#> 18 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 19 g g g g g 7 aa -53 5 bm <NA> <NA>
#> 20 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 21 g g g g g r 10 1 2 6 <NA> <NA>
#> 22 g g g g g stre aky r ed ti de <NA> <NA> <NA>
#> 23 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 24 g g g g g 8 dd 24 2 bm <NA> <NA>
#> 25 g g g g g shar k 11f t <NA> <NA> <NA> <NA>
#> 26 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 27 g g g g g 9 aa -57 4 mn <NA> <NA>
#> 28 g g g g g 10 cc 65 5 gg <NA> <NA>
#> 29 g g g g g aa -20 dc 5 90 n <NA>
#> 30 g g g g g 11 bb 87 3 pp <NA> <NA>
#> 31 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 32 g g g g g 12 bb 82 5 gg <NA> <NA>
#> 33 g g g g g 13 bb 54 6 pp <NA> <NA>
#> 34 g g g g g 14 cc 62 2 gg <NA> <NA>
#> 35 g g g g g n 10 2 0 6 <NA> <NA>
#> 36 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 37 g g g g g off effor t to circl e on unide ntifed object
#> 38 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 39 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 40 g g g g g n 20 2 0 6 <NA> <NA>
#> 41 g g g g g wate r got more blue <NA> <NA> <NA>
#> 42 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 43 g g g g g n 20 1 0 6 <NA> <NA>
#> 44 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 45 g g g g g fb2s fb1m <NA> <NA> <NA> <NA> <NA>
#> 46 g g g g g 15 bb 50 3 mn <NA> <NA>
#> 47 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 48 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 49 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 50 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 51 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 52 <NA> <NA> <NA> <NA> <NA> T2 <NA> <NA> <NA> <NA> <NA> <NA>
#> 53 g g g g g g g g g g <NA> <NA>
#> 54 g g g g g aa dd cc bb <NA> <NA> <NA>
#> 55 g g g g g 650 100 <NA> <NA> <NA> <NA> <NA>
#> 56 g g g g g n 20 1 0 12 <NA> <NA>
#> 57 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 58 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 59 g g g g g 680 100 <NA> <NA> <NA> <NA> <NA>
#> 60 g g g g g 650 100 <NA> <NA> <NA> <NA> <NA>
#> 61 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 62 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 63 g g g g g 680 90 <NA> <NA> <NA> <NA> <NA>
#> 64 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 65 g g g g g 16 aa -31 6 mn <NA> <NA>
#> 66 g g g g g 17 bb -59 6 bm <NA> <NA>
#> 67 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 68 g g g g g 18 aa -62 2 gg <NA> <NA>
#> 69 g g g g g 19 cc 42 3 bm <NA> <NA>
#> 70 g g g g g 20 aa -48 4 bm <NA> <NA>
#> 71 g g g g g 21 cc 63 6 pp <NA> <NA>
#> 72 g g g g g bell y has some glar e <NA> <NA>
#> 73 g g g g g 22 cc 43 2 pp <NA> <NA>
#> 74 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 75 g g g g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 76 g g p g g g g p g g <NA> <NA>
#> 77 g g p g g n 20 2 0 12 <NA> <NA>
#> 78 g g p g g 23 cc 56 6 mn <NA> <NA>
#> 79 g g p g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 80 g g p g g 24 cc 37 6 mn <NA> <NA>
#> 81 g g p g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 82 g g p g g r 20 2 0 12 <NA> <NA>
#> 83 g g p g g patc hy re d tid e <NA> <NA> <NA>
#> 84 g g p g g 25 bb -76 1 pp <NA> <NA>
#> 85 g g p g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> 86 g g p g g 25 -70 <NA> <NA> <NA> <NA> <NA>
#> 87 g g p g g <NA> <NA> <NA> <NA> <NA> <NA> <NA>
#> EffortDot EventNum file_das line_num file_type
#> 1 FALSE 1 airdas_sample.das 1 turtle
#> 2 FALSE 2 airdas_sample.das 2 turtle
#> 3 TRUE 3 airdas_sample.das 3 turtle
#> 4 TRUE 4 airdas_sample.das 4 turtle
#> 5 TRUE 5 airdas_sample.das 5 turtle
#> 6 TRUE 6 airdas_sample.das 6 turtle
#> 7 TRUE 7 airdas_sample.das 7 turtle
#> 8 TRUE 8 airdas_sample.das 8 turtle
#> 9 TRUE 9 airdas_sample.das 9 turtle
#> 10 TRUE 10 airdas_sample.das 10 turtle
#> 11 TRUE 11 airdas_sample.das 11 turtle
#> 12 TRUE 12 airdas_sample.das 12 turtle
#> 13 TRUE 13 airdas_sample.das 13 turtle
#> 14 TRUE 14 airdas_sample.das 14 turtle
#> 15 TRUE 15 airdas_sample.das 15 turtle
#> 16 TRUE 16 airdas_sample.das 16 turtle
#> 17 FALSE <NA> airdas_sample.das 17 turtle
#> 18 TRUE 17 airdas_sample.das 18 turtle
#> 19 TRUE 18 airdas_sample.das 19 turtle
#> 20 TRUE 19 airdas_sample.das 20 turtle
#> 21 TRUE 20 airdas_sample.das 21 turtle
#> 22 TRUE 21 airdas_sample.das 22 turtle
#> 23 TRUE 22 airdas_sample.das 23 turtle
#> 24 TRUE 23 airdas_sample.das 24 turtle
#> 25 TRUE 24 airdas_sample.das 25 turtle
#> 26 TRUE 25 airdas_sample.das 26 turtle
#> 27 TRUE 26 airdas_sample.das 27 turtle
#> 28 TRUE 27 airdas_sample.das 28 turtle
#> 29 TRUE 28 airdas_sample.das 29 turtle
#> 30 TRUE 29 airdas_sample.das 30 turtle
#> 31 TRUE 30 airdas_sample.das 31 turtle
#> 32 TRUE 31 airdas_sample.das 32 turtle
#> 33 TRUE 32 airdas_sample.das 33 turtle
#> 34 TRUE 34 airdas_sample.das 35 turtle
#> 35 TRUE 35 airdas_sample.das 36 turtle
#> 36 FALSE 36 airdas_sample.das 37 turtle
#> 37 FALSE 37 airdas_sample.das 38 turtle
#> 38 FALSE 38 airdas_sample.das 39 turtle
#> 39 TRUE 39 airdas_sample.das 40 turtle
#> 40 TRUE 40 airdas_sample.das 41 turtle
#> 41 TRUE 41 airdas_sample.das 42 turtle
#> 42 TRUE 42 airdas_sample.das 43 turtle
#> 43 TRUE 43 airdas_sample.das 44 turtle
#> 44 TRUE 44 airdas_sample.das 45 turtle
#> 45 TRUE 45 airdas_sample.das 46 turtle
#> 46 TRUE 46 airdas_sample.das 47 turtle
#> 47 TRUE 47 airdas_sample.das 48 turtle
#> 48 FALSE 48 airdas_sample.das 49 turtle
#> 49 FALSE 49 airdas_sample.das 50 turtle
#> 50 FALSE 50 airdas_sample.das 51 turtle
#> 51 FALSE 51 airdas_sample.das 52 turtle
#> 52 TRUE 52 airdas_sample.das 53 turtle
#> 53 TRUE 53 airdas_sample.das 54 turtle
#> 54 TRUE 54 airdas_sample.das 55 turtle
#> 55 TRUE 55 airdas_sample.das 56 turtle
#> 56 TRUE 56 airdas_sample.das 57 turtle
#> 57 TRUE 57 airdas_sample.das 58 turtle
#> 58 TRUE 58 airdas_sample.das 59 turtle
#> 59 TRUE 59 airdas_sample.das 60 turtle
#> 60 TRUE 60 airdas_sample.das 61 turtle
#> 61 TRUE 61 airdas_sample.das 62 turtle
#> 62 TRUE 62 airdas_sample.das 63 turtle
#> 63 TRUE 63 airdas_sample.das 64 turtle
#> 64 TRUE 64 airdas_sample.das 65 turtle
#> 65 TRUE 65 airdas_sample.das 66 turtle
#> 66 TRUE 66 airdas_sample.das 67 turtle
#> 67 TRUE 67 airdas_sample.das 68 turtle
#> 68 TRUE 68 airdas_sample.das 69 turtle
#> 69 TRUE 69 airdas_sample.das 70 turtle
#> 70 TRUE 70 airdas_sample.das 71 turtle
#> 71 TRUE 71 airdas_sample.das 72 turtle
#> 72 TRUE 72 airdas_sample.das 73 turtle
#> 73 TRUE 73 airdas_sample.das 74 turtle
#> 74 TRUE 74 airdas_sample.das 75 turtle
#> 75 TRUE 75 airdas_sample.das 76 turtle
#> 76 TRUE 76 airdas_sample.das 77 turtle
#> 77 TRUE 77 airdas_sample.das 78 turtle
#> 78 TRUE 78 airdas_sample.das 79 turtle
#> 79 TRUE 79 airdas_sample.das 80 turtle
#> 80 TRUE 80 airdas_sample.das 81 turtle
#> 81 TRUE 81 airdas_sample.das 82 turtle
#> 82 TRUE 82 airdas_sample.das 83 turtle
#> 83 TRUE 83 airdas_sample.das 84 turtle
#> 84 TRUE 84 airdas_sample.das 85 turtle
#> 85 TRUE 85 airdas_sample.das 86 turtle
#> 86 TRUE 86 airdas_sample.das 87 turtle
#> 87 FALSE 87 airdas_sample.das 88 turtle