Create a cfp_soilphys object. This is a data.frame containing layered
data of soil physical properties, at the minimum of the air density
c_air and diffusion coefficient DS for one or multiple soil
profiles.
Each soil profile is uniquely identified by columns in the data.frame
specified by the id_cols attribute. Each profile is further subdivided
into layers by columns upper and lower
(see cfp_layered_profile).
Usage
cfp_soilphys(x, ...)
# S3 method for class 'cfp_dat'
cfp_soilphys(x, ...)
# S3 method for class 'data.frame'
cfp_soilphys(x, id_cols, ...)Arguments
- x
A data.frame with (at least) the following columns:
- upper (cm)
The upper bound of each step.
- lower (cm)
The lower bound of each step.
- gas
The gas of that step.
- DS (\(m^2 s^-1\))
The specific diffusion coefficient of that gas in that step.
- c_air (\(mol m^-3\))
The number density of air in that step.
- any of
id_cols All id_cols that identify one profile uniquely.
- ...
Arguments passed on to
cfp_profile- id_cols
Column names in data.frame that uniquely identify each profile.
See also
Other data formats:
cfp_dat(),
cfp_gasdata(),
cfp_layered_profile(),
cfp_layers_map(),
cfp_profile()
Examples
cfp_soilphys(
ConFluxPro::soilphys,
id_cols = c("site", "Date", "gas")
)
#>
#> A cfp_soilphys object
#> id_cols: site Date gas
#> 24 unique profiles
#>
#> site TPS a b depth upper lower Date SWC t
#> 1 site_a 0.38 1.20 1.5 -80.0 -60 -100 2021-01-01 0.16135277 -0.789903514
#> 2 site_a 0.38 1.20 1.5 -80.0 -60 -100 2021-02-01 0.12392743 0.005814771
#> 3 site_a 0.38 1.20 1.5 -80.0 -60 -100 2021-03-01 0.12227893 2.059937865
#> 4 site_a 0.38 1.20 1.5 -80.0 -60 -100 2021-04-01 0.14464345 4.725217894
#> 5 site_a 0.38 1.20 1.5 -80.0 -60 -100 2021-05-01 0.11446588 8.825682240
#> 6 site_a 0.38 1.20 1.5 -80.0 -60 -100 2021-06-01 0.09537391 10.377836383
#> 7 site_a 0.38 1.20 1.5 -80.0 -60 -100 2021-07-01 0.06935668 11.202861092
#> 8 site_a 0.38 1.20 1.5 -80.0 -60 -100 2021-08-01 0.06097648 10.009073112
#> 9 site_a 0.38 1.20 1.5 -80.0 -60 -100 2021-09-01 0.06987624 7.940632454
#> 10 site_a 0.38 1.20 1.5 -80.0 -60 -100 2021-10-01 0.07014097 5.093914320
#> 11 site_a 0.38 1.20 1.5 -80.0 -60 -100 2021-11-01 0.09199596 1.513765537
#> 12 site_a 0.38 1.20 1.5 -80.0 -60 -100 2021-12-01 0.13516790 -0.138361143
#> 13 site_a 0.38 1.20 1.5 -50.0 -40 -60 2021-01-01 0.12779751 -1.974758784
#> 14 site_a 0.38 1.20 1.5 -50.0 -40 -60 2021-02-01 0.12206169 -1.056152663
#> 15 site_a 0.38 1.20 1.5 -50.0 -40 -60 2021-03-01 0.12005613 1.279122687
#> 16 site_a 0.38 1.20 1.5 -50.0 -40 -60 2021-04-01 0.13754664 4.900923939
#> 17 site_a 0.38 1.20 1.5 -50.0 -40 -60 2021-05-01 0.08588769 9.041512140
#> 18 site_a 0.38 1.20 1.5 -50.0 -40 -60 2021-06-01 0.09087161 11.049650601
#> 19 site_a 0.38 1.20 1.5 -50.0 -40 -60 2021-07-01 0.06887892 12.872511761
#> 20 site_a 0.38 1.20 1.5 -50.0 -40 -60 2021-08-01 0.06647048 10.640454211
#> 21 site_a 0.38 1.20 1.5 -50.0 -40 -60 2021-09-01 0.05841746 7.837381218
#> 22 site_a 0.38 1.20 1.5 -50.0 -40 -60 2021-10-01 0.06444560 5.167411136
#> 23 site_a 0.38 1.20 1.5 -50.0 -40 -60 2021-11-01 0.07093349 1.156822624
#> 24 site_a 0.38 1.20 1.5 -50.0 -40 -60 2021-12-01 0.11855012 -1.379337638
#> 25 site_a 0.38 1.20 1.5 -31.5 -23 -40 2021-01-01 0.10824738 -2.705419534
#> 26 site_a 0.38 1.20 1.5 -31.5 -23 -40 2021-02-01 0.11046777 -1.711032581
#> 27 site_a 0.38 1.20 1.5 -31.5 -23 -40 2021-03-01 0.10054849 0.797619994
#> 28 site_a 0.38 1.20 1.5 -31.5 -23 -40 2021-04-01 0.09319393 5.009276001
#> 29 site_a 0.38 1.20 1.5 -31.5 -23 -40 2021-05-01 0.09450679 9.174607245
#> 30 site_a 0.38 1.20 1.5 -31.5 -23 -40 2021-06-01 0.07354319 11.463936036
#> 31 site_a 0.38 1.20 1.5 -31.5 -23 -40 2021-07-01 0.05759840 13.902129673
#> 32 site_a 0.38 1.20 1.5 -31.5 -23 -40 2021-08-01 0.05295930 11.029805889
#> 33 site_a 0.38 1.20 1.5 -31.5 -23 -40 2021-09-01 0.04922287 7.773709622
#> 34 site_a 0.38 1.20 1.5 -31.5 -23 -40 2021-10-01 0.05183900 5.212734172
#> 35 site_a 0.38 1.20 1.5 -31.5 -23 -40 2021-11-01 0.04445528 0.936707828
#> 36 site_a 0.38 1.20 1.5 -31.5 -23 -40 2021-12-01 0.10601860 -2.144606477
#> 37 site_a 0.45 1.05 1.6 -19.0 -15 -23 2021-01-01 0.10269426 -4.778507694
#> 38 site_a 0.45 1.05 1.6 -19.0 -15 -23 2021-02-01 0.09167729 -2.760253024
#> 39 site_a 0.45 1.05 1.6 -19.0 -15 -23 2021-03-01 0.06997404 0.438113008
#> 40 site_a 0.45 1.05 1.6 -19.0 -15 -23 2021-04-01 0.10165638 4.178396294
#> 41 site_a 0.45 1.05 1.6 -19.0 -15 -23 2021-05-01 0.08055249 9.950314584
#> 42 site_a 0.45 1.05 1.6 -19.0 -15 -23 2021-06-01 0.06479207 11.910006233
#> 43 site_a 0.45 1.05 1.6 -19.0 -15 -23 2021-07-01 0.06098852 14.510511310
#> 44 site_a 0.45 1.05 1.6 -19.0 -15 -23 2021-08-01 0.04653729 13.833408605
#> 45 site_a 0.45 1.05 1.6 -19.0 -15 -23 2021-09-01 0.03815859 10.468082402
#> 46 site_a 0.45 1.05 1.6 -19.0 -15 -23 2021-10-01 0.05305960 4.666227261
#> 47 site_a 0.45 1.05 1.6 -19.0 -15 -23 2021-11-01 0.06141455 0.474415162
#> 48 site_a 0.45 1.05 1.6 -19.0 -15 -23 2021-12-01 0.11749614 -2.452538053
#> 49 site_a 0.45 1.05 1.6 -11.0 -7 -15 2021-01-01 0.12111059 -4.941950172
#> 50 site_a 0.45 1.05 1.6 -11.0 -7 -15 2021-02-01 0.08458007 -3.450711479
#> 51 site_a 0.45 1.05 1.6 -11.0 -7 -15 2021-03-01 0.08159875 0.045924822
#> 52 site_a 0.45 1.05 1.6 -11.0 -7 -15 2021-04-01 0.07058679 4.658218991
#> 53 site_a 0.45 1.05 1.6 -11.0 -7 -15 2021-05-01 0.07305746 10.056091363
#> 54 site_a 0.45 1.05 1.6 -11.0 -7 -15 2021-06-01 0.05492004 11.386819636
#> 55 site_a 0.45 1.05 1.6 -11.0 -7 -15 2021-07-01 0.05215679 13.493560406
#> 56 site_a 0.45 1.05 1.6 -11.0 -7 -15 2021-08-01 0.04825040 14.932568341
#> 57 site_a 0.45 1.05 1.6 -11.0 -7 -15 2021-09-01 0.04443048 10.345954855
#> 58 site_a 0.45 1.05 1.6 -11.0 -7 -15 2021-10-01 0.04135314 4.431750849
#> 59 site_a 0.45 1.05 1.6 -11.0 -7 -15 2021-11-01 0.06293469 0.067754406
#> 60 site_a 0.45 1.05 1.6 -11.0 -7 -15 2021-12-01 0.07107141 -3.557185253
#> 61 site_a 0.52 0.80 1.7 -3.5 0 -7 2021-01-01 0.09415401 -5.095177495
#> 62 site_a 0.52 0.80 1.7 -3.5 0 -7 2021-02-01 0.09556181 -4.098016281
#> 63 site_a 0.52 0.80 1.7 -3.5 0 -7 2021-03-01 0.09159233 -0.321751602
#> 64 site_a 0.52 0.80 1.7 -3.5 0 -7 2021-04-01 0.10448052 5.108052769
#> 65 site_a 0.52 0.80 1.7 -3.5 0 -7 2021-05-01 0.07428442 10.155257092
#> 66 site_a 0.52 0.80 1.7 -3.5 0 -7 2021-06-01 0.04825304 10.896332201
#> 67 site_a 0.52 0.80 1.7 -3.5 0 -7 2021-07-01 0.04138080 12.540168934
#> 68 site_a 0.52 0.80 1.7 -3.5 0 -7 2021-08-01 0.05557555 15.963030593
#> 69 site_a 0.52 0.80 1.7 -3.5 0 -7 2021-09-01 0.04235123 10.231460278
#> 70 site_a 0.52 0.80 1.7 -3.5 0 -7 2021-10-01 0.04045612 4.211929213
#> 71 site_a 0.52 0.80 1.7 -3.5 0 -7 2021-11-01 0.06440254 -0.313490052
#> 72 site_a 0.52 0.80 1.7 -3.5 0 -7 2021-12-01 0.11012308 -4.592792003
#> 73 site_a 0.84 0.35 1.2 2.5 5 0 2021-01-01 0.18170958 -5.979843913
#> 74 site_a 0.84 0.35 1.2 2.5 5 0 2021-02-01 0.14611772 -4.354791034
#> 75 site_a 0.84 0.35 1.2 2.5 5 0 2021-03-01 0.14588659 -0.723156720
#> 76 site_a 0.84 0.35 1.2 2.5 5 0 2021-04-01 0.15689576 5.317203251
#> 77 site_a 0.84 0.35 1.2 2.5 5 0 2021-05-01 0.12042988 11.281448127
#> 78 site_a 0.84 0.35 1.2 2.5 5 0 2021-06-01 0.10016325 14.059040328
#> 79 site_a 0.84 0.35 1.2 2.5 5 0 2021-07-01 0.09155761 17.249086822
#> 80 site_a 0.84 0.35 1.2 2.5 5 0 2021-08-01 0.07517403 16.956101791
#> 81 site_a 0.84 0.35 1.2 2.5 5 0 2021-09-01 0.07527369 12.157481114
#> 82 site_a 0.84 0.35 1.2 2.5 5 0 2021-10-01 0.07531779 4.538994367
#> 83 site_a 0.84 0.35 1.2 2.5 5 0 2021-11-01 0.10862922 -0.769278882
#> 84 site_a 0.84 0.35 1.2 2.5 5 0 2021-12-01 0.17177981 -5.461548369
#> 85 site_b 0.35 1.20 1.5 -80.0 -60 -100 2021-01-01 0.15177347 -0.760136684
#> 86 site_b 0.35 1.20 1.5 -80.0 -60 -100 2021-02-01 0.14754014 0.013657432
#> 87 site_b 0.35 1.20 1.5 -80.0 -60 -100 2021-03-01 0.12499533 2.069232975
#> 88 site_b 0.35 1.20 1.5 -80.0 -60 -100 2021-04-01 0.14674436 5.131912309
#> 89 site_b 0.35 1.20 1.5 -80.0 -60 -100 2021-05-01 0.08702691 7.977336506
#> 90 site_b 0.35 1.20 1.5 -80.0 -60 -100 2021-06-01 0.10550513 10.092462468
#> 91 site_b 0.35 1.20 1.5 -80.0 -60 -100 2021-07-01 0.08173583 9.298023160
#> 92 site_b 0.35 1.20 1.5 -80.0 -60 -100 2021-08-01 0.06670726 10.447606285
#> 93 site_b 0.35 1.20 1.5 -80.0 -60 -100 2021-09-01 0.05150596 7.482481342
#> 94 site_b 0.35 1.20 1.5 -80.0 -60 -100 2021-10-01 0.07206531 5.980034473
#> 95 site_b 0.35 1.20 1.5 -80.0 -60 -100 2021-11-01 0.09464874 1.816129076
#> 96 site_b 0.35 1.20 1.5 -80.0 -60 -100 2021-12-01 0.13536420 -0.059126606
#> 97 site_b 0.35 1.20 1.5 -50.0 -40 -60 2021-01-01 0.12588911 -1.900341711
#> 98 site_b 0.35 1.20 1.5 -50.0 -40 -60 2021-02-01 0.10311066 -0.982639296
#> 99 site_b 0.35 1.20 1.5 -50.0 -40 -60 2021-03-01 0.10062188 1.432492143
#> 100 site_b 0.35 1.20 1.5 -50.0 -40 -60 2021-04-01 0.12995582 5.248726225
#> 101 site_b 0.35 1.20 1.5 -50.0 -40 -60 2021-05-01 0.08644474 9.239455905
#> 102 site_b 0.35 1.20 1.5 -50.0 -40 -60 2021-06-01 0.06641329 11.941627123
#> 103 site_b 0.35 1.20 1.5 -50.0 -40 -60 2021-07-01 0.06416576 10.736706519
#> 104 site_b 0.35 1.20 1.5 -50.0 -40 -60 2021-08-01 0.05436811 12.658908520
#> 105 site_b 0.35 1.20 1.5 -50.0 -40 -60 2021-09-01 0.05377151 8.032934896
#> 106 site_b 0.35 1.20 1.5 -50.0 -40 -60 2021-10-01 0.06590843 5.423667933
#> 107 site_b 0.35 1.20 1.5 -50.0 -40 -60 2021-11-01 0.06709121 1.301116278
#> 108 site_b 0.35 1.20 1.5 -50.0 -40 -60 2021-12-01 0.11924550 -1.166417621
#> 109 site_b 0.20 0.80 1.3 -30.0 -20 -40 2021-01-01 0.05038321 -2.660478396
#> 110 site_b 0.20 0.80 1.3 -30.0 -20 -40 2021-02-01 0.06399921 -1.646837116
#> 111 site_b 0.20 0.80 1.3 -30.0 -20 -40 2021-03-01 0.04205140 1.007998255
#> 112 site_b 0.20 0.80 1.3 -30.0 -20 -40 2021-04-01 0.04510915 5.326602170
#> 113 site_b 0.20 0.80 1.3 -30.0 -20 -40 2021-05-01 0.04582019 10.080868838
#> 114 site_b 0.20 0.80 1.3 -30.0 -20 -40 2021-06-01 0.02499814 13.174403560
#> 115 site_b 0.20 0.80 1.3 -30.0 -20 -40 2021-07-01 0.02772383 11.695828759
#> 116 site_b 0.20 0.80 1.3 -30.0 -20 -40 2021-08-01 0.01572449 14.133110009
#> 117 site_b 0.20 0.80 1.3 -30.0 -20 -40 2021-09-01 0.02873606 8.399903932
#> 118 site_b 0.20 0.80 1.3 -30.0 -20 -40 2021-10-01 0.02352881 5.052756906
#> 119 site_b 0.20 0.80 1.3 -30.0 -20 -40 2021-11-01 0.02979040 0.957774412
#> 120 site_b 0.20 0.80 1.3 -30.0 -20 -40 2021-12-01 0.03527563 -1.904611631
#> 121 site_b 0.20 0.80 1.3 -16.5 -13 -20 2021-01-01 0.05000081 -4.021340872
#> 122 site_b 0.20 0.80 1.3 -16.5 -13 -20 2021-02-01 0.05799344 -3.162888934
#> 123 site_b 0.20 0.80 1.3 -16.5 -13 -20 2021-03-01 0.05823557 0.320792733
#> 124 site_b 0.20 0.80 1.3 -16.5 -13 -20 2021-04-01 0.03230483 4.975450052
#> 125 site_b 0.20 0.80 1.3 -16.5 -13 -20 2021-05-01 0.03394412 10.547663028
#> 126 site_b 0.20 0.80 1.3 -16.5 -13 -20 2021-06-01 0.03926870 14.082632961
#> 127 site_b 0.20 0.80 1.3 -16.5 -13 -20 2021-07-01 0.02198031 15.709877051
#> 128 site_b 0.20 0.80 1.3 -16.5 -13 -20 2021-08-01 0.02219643 12.315149405
#> 129 site_b 0.20 0.80 1.3 -16.5 -13 -20 2021-09-01 0.01955716 10.462670598
#> 130 site_b 0.20 0.80 1.3 -16.5 -13 -20 2021-10-01 0.01736414 5.596401189
#> 131 site_b 0.20 0.80 1.3 -16.5 -13 -20 2021-11-01 0.02656958 0.278406107
#> 132 site_b 0.20 0.80 1.3 -16.5 -13 -20 2021-12-01 0.04465928 -2.889328092
#> 133 site_b 0.61 0.70 1.4 -9.0 -5 -13 2021-01-01 0.12826312 -5.090781792
#> 134 site_b 0.61 0.70 1.4 -9.0 -5 -13 2021-02-01 0.11569024 -3.586434020
#> 135 site_b 0.61 0.70 1.4 -9.0 -5 -13 2021-03-01 0.12572711 -0.039957854
#> 136 site_b 0.61 0.70 1.4 -9.0 -5 -13 2021-04-01 0.12086816 5.118653778
#> 137 site_b 0.61 0.70 1.4 -9.0 -5 -13 2021-05-01 0.10246451 10.892628777
#> 138 site_b 0.61 0.70 1.4 -9.0 -5 -13 2021-06-01 0.08471983 14.590509433
#> 139 site_b 0.61 0.70 1.4 -9.0 -5 -13 2021-07-01 0.06947414 15.197550175
#> 140 site_b 0.61 0.70 1.4 -9.0 -5 -13 2021-08-01 0.05481658 12.594039210
#> 141 site_b 0.61 0.70 1.4 -9.0 -5 -13 2021-09-01 0.05261122 11.201612308
#> 142 site_b 0.61 0.70 1.4 -9.0 -5 -13 2021-10-01 0.06686093 5.383928248
#> 143 site_b 0.61 0.70 1.4 -9.0 -5 -13 2021-11-01 0.09197552 -0.077424856
#> 144 site_b 0.61 0.70 1.4 -9.0 -5 -13 2021-12-01 0.12637355 -3.608523637
#> 145 site_b 0.61 0.70 1.4 -2.5 0 -5 2021-01-01 0.13635078 -6.017630590
#> 146 site_b 0.61 0.70 1.4 -2.5 0 -5 2021-02-01 0.12200566 -3.953506429
#> 147 site_b 0.61 0.70 1.4 -2.5 0 -5 2021-03-01 0.11382624 -0.352608363
#> 148 site_b 0.61 0.70 1.4 -2.5 0 -5 2021-04-01 0.12189161 5.242763674
#> 149 site_b 0.61 0.70 1.4 -2.5 0 -5 2021-05-01 0.09005652 11.191599092
#> 150 site_b 0.61 0.70 1.4 -2.5 0 -5 2021-06-01 0.07706251 15.030669043
#> 151 site_b 0.61 0.70 1.4 -2.5 0 -5 2021-07-01 0.05760801 14.753533549
#> 152 site_b 0.61 0.70 1.4 -2.5 0 -5 2021-08-01 0.05842371 12.835743708
#> 153 site_b 0.61 0.70 1.4 -2.5 0 -5 2021-09-01 0.05133646 11.842028457
#> 154 site_b 0.61 0.70 1.4 -2.5 0 -5 2021-10-01 0.07428544 5.199785032
#> 155 site_b 0.61 0.70 1.4 -2.5 0 -5 2021-11-01 0.07117977 -0.385811691
#> 156 site_b 0.61 0.70 1.4 -2.5 0 -5 2021-12-01 0.12219178 -4.231826442
#> 157 site_b 0.80 0.40 1.5 1.5 3 0 2021-01-01 0.15587423 -6.203144794
#> 158 site_b 0.80 0.40 1.5 1.5 3 0 2021-02-01 0.13712901 -4.227370951
#> 159 site_b 0.80 0.40 1.5 1.5 3 0 2021-03-01 0.14352841 -0.580427948
#> 160 site_b 0.80 0.40 1.5 1.5 3 0 2021-04-01 0.15749876 5.378220427
#> 161 site_b 0.80 0.40 1.5 1.5 3 0 2021-05-01 0.12660724 11.265885759
#> 162 site_b 0.80 0.40 1.5 1.5 3 0 2021-06-01 0.10751626 16.146877945
#> 163 site_b 0.80 0.40 1.5 1.5 3 0 2021-07-01 0.07862567 15.830225898
#> 164 site_b 0.80 0.40 1.5 1.5 3 0 2021-08-01 0.08451232 14.275232537
#> 165 site_b 0.80 0.40 1.5 1.5 3 0 2021-09-01 0.06434240 12.268583588
#> 166 site_b 0.80 0.40 1.5 1.5 3 0 2021-10-01 0.07610873 5.178563225
#> 167 site_b 0.80 0.40 1.5 1.5 3 0 2021-11-01 0.09808550 -0.570407603
#> 168 site_b 0.80 0.40 1.5 1.5 3 0 2021-12-01 0.15002019 -4.491658964
#> 169 site_b 0.80 0.40 1.5 5.0 7 3 2021-01-01 0.13205671 -5.804223887
#> 170 site_b 0.80 0.40 1.5 5.0 7 3 2021-02-01 0.13510797 -4.536964214
#> 171 site_b 0.80 0.40 1.5 5.0 7 3 2021-03-01 0.12055431 -0.831423188
#> 172 site_b 0.80 0.40 1.5 5.0 7 3 2021-04-01 0.12795519 5.582905509
#> 173 site_b 0.80 0.40 1.5 5.0 7 3 2021-05-01 0.10733342 11.170914622
#> 174 site_b 0.80 0.40 1.5 5.0 7 3 2021-06-01 0.09133064 18.356350349
#> 175 site_b 0.80 0.40 1.5 5.0 7 3 2021-07-01 0.07896058 18.740984505
#> 176 site_b 0.80 0.40 1.5 5.0 7 3 2021-08-01 0.06265722 17.417125513
#> 177 site_b 0.80 0.40 1.5 5.0 7 3 2021-09-01 0.06020139 12.689146454
#> 178 site_b 0.80 0.40 1.5 5.0 7 3 2021-10-01 0.07106000 5.294302406
#> 179 site_b 0.80 0.40 1.5 5.0 7 3 2021-11-01 0.07973527 -0.724373984
#> 180 site_b 0.80 0.40 1.5 5.0 7 3 2021-12-01 0.12185287 -4.538560535
#> p AFPS DSD0 gas D0 DS c_air
#> 1 1013 0.2186472 0.12268662 CO2 1.373780e-05 1.685444e-06 44.73588
#> 2 1013 0.2560726 0.15549836 CO2 1.381053e-05 2.147515e-06 44.60556
#> 3 1013 0.2577211 0.15700234 CO2 1.399908e-05 2.197889e-06 44.27263
#> 4 1013 0.2353565 0.13701581 CO2 1.424543e-05 1.951850e-06 43.84798
#> 5 1013 0.2655341 0.16419569 CO2 1.462819e-05 2.401886e-06 43.21035
#> 6 1013 0.2846261 0.18221885 CO2 1.477426e-05 2.692149e-06 42.97380
#> 7 1013 0.3106433 0.20776590 CO2 1.485216e-05 3.085773e-06 42.84911
#> 8 1013 0.3190235 0.21622968 CO2 1.473950e-05 3.187117e-06 43.02976
#> 9 1013 0.3101238 0.20724488 CO2 1.454519e-05 3.014416e-06 43.34640
#> 10 1013 0.3098590 0.20697957 CO2 1.427966e-05 2.955599e-06 43.78988
#> 11 1013 0.2880040 0.18547232 CO2 1.394884e-05 2.587123e-06 44.36067
#> 12 1013 0.2448321 0.14537301 CO2 1.379734e-05 2.005761e-06 44.62911
#> 13 1013 0.2522025 0.15198660 CO2 1.362982e-05 2.071550e-06 44.93134
#> 14 1013 0.2579383 0.15720090 CO2 1.371350e-05 2.155775e-06 44.77965
#> 15 1013 0.2599439 0.15903790 CO2 1.392728e-05 2.214965e-06 44.39860
#> 16 1013 0.2424534 0.14325954 CO2 1.426174e-05 2.043130e-06 43.82027
#> 17 1013 0.2941123 0.19140402 CO2 1.464846e-05 2.803775e-06 43.17730
#> 18 1013 0.2891284 0.18655949 CO2 1.483768e-05 2.768111e-06 42.87221
#> 19 1013 0.3111211 0.20824539 CO2 1.501039e-05 3.125844e-06 42.59898
#> 20 1013 0.3135295 0.21066816 CO2 1.479904e-05 3.117686e-06 42.93403
#> 21 1013 0.3215825 0.21883659 CO2 1.453552e-05 3.180904e-06 43.36233
#> 22 1013 0.3155544 0.21271230 CO2 1.428649e-05 3.038912e-06 43.77832
#> 23 1013 0.3090665 0.20618600 CO2 1.391604e-05 2.869293e-06 44.41839
#> 24 1013 0.2614499 0.16042199 CO2 1.368403e-05 2.195220e-06 44.83290
#> 25 1013 0.2717526 0.16999723 CO2 1.356342e-05 2.305744e-06 45.05273
#> 26 1013 0.2695322 0.16791801 CO2 1.365382e-05 2.292722e-06 44.88769
#> 27 1013 0.2794515 0.17727233 CO2 1.388308e-05 2.461085e-06 44.47663
#> 28 1013 0.2868061 0.18431630 CO2 1.427180e-05 2.630526e-06 43.80320
#> 29 1013 0.2854932 0.18305219 CO2 1.466097e-05 2.683723e-06 43.15694
#> 30 1013 0.3064568 0.20358002 CO2 1.487686e-05 3.028631e-06 42.80981
#> 31 1013 0.3224016 0.21967317 CO2 1.510833e-05 3.318895e-06 42.44618
#> 32 1013 0.3270407 0.22443157 CO2 1.483581e-05 3.329624e-06 42.87521
#> 33 1013 0.3307771 0.22828872 CO2 1.452956e-05 3.316935e-06 43.37216
#> 34 1013 0.3281610 0.22558577 CO2 1.429070e-05 3.223779e-06 43.77119
#> 35 1013 0.3355447 0.23324206 CO2 1.389584e-05 3.241094e-06 44.45406
#> 36 1013 0.2739814 0.17209287 CO2 1.361437e-05 2.342936e-06 44.95950
#> 37 1013 0.3473057 0.19334299 CO2 1.337582e-05 2.586121e-06 45.40075
#> 38 1013 0.3583227 0.20324891 CO2 1.355844e-05 2.755739e-06 45.06187
#> 39 1013 0.3800260 0.22330092 CO2 1.385012e-05 3.092744e-06 44.53508
#> 40 1013 0.3483436 0.19426827 CO2 1.419473e-05 2.757586e-06 43.93444
#> 41 1013 0.3694475 0.21343896 CO2 1.473396e-05 3.144801e-06 43.03869
#> 42 1013 0.3852079 0.22819265 CO2 1.491908e-05 3.404425e-06 42.74282
#> 43 1013 0.3890115 0.23180840 CO2 1.516634e-05 3.515685e-06 42.35641
#> 44 1013 0.4034627 0.24573937 CO2 1.510179e-05 3.711103e-06 42.45635
#> 45 1013 0.4118414 0.25395532 CO2 1.478277e-05 3.754164e-06 42.96012
#> 46 1013 0.3969404 0.23941413 CO2 1.423996e-05 3.409248e-06 43.85729
#> 47 1013 0.3885854 0.23140234 CO2 1.385344e-05 3.205720e-06 44.52917
#> 48 1013 0.3325039 0.18032835 CO2 1.358638e-05 2.450010e-06 45.01065
#> 49 1013 0.3288894 0.17720221 CO2 1.336108e-05 2.367612e-06 45.42842
#> 50 1013 0.3654199 0.20972821 CO2 1.349584e-05 2.830459e-06 45.17723
#> 51 1013 0.3684013 0.21247266 CO2 1.381420e-05 2.935140e-06 44.59901
#> 52 1013 0.3794132 0.22272513 CO2 1.423922e-05 3.171431e-06 43.85856
#> 53 1013 0.3769425 0.22040911 CO2 1.474393e-05 3.249696e-06 43.02262
#> 54 1013 0.3950800 0.23762127 CO2 1.486956e-05 3.533324e-06 42.82141
#> 55 1013 0.3978432 0.24028597 CO2 1.506943e-05 3.620973e-06 42.50668
#> 56 1013 0.4017496 0.24407204 CO2 1.520664e-05 3.711515e-06 42.29436
#> 57 1013 0.4055695 0.24779571 CO2 1.477125e-05 3.660253e-06 42.97863
#> 58 1013 0.4086469 0.25081088 CO2 1.421821e-05 3.566083e-06 43.89434
#> 59 1013 0.3870653 0.22995566 CO2 1.381620e-05 3.177114e-06 44.59545
#> 60 1013 0.3789286 0.22227013 CO2 1.348620e-05 2.997579e-06 45.19508
#> 61 1013 0.4258460 0.18742147 CO2 1.334726e-05 2.501564e-06 45.45439
#> 62 1013 0.4244382 0.18636938 CO2 1.343727e-05 2.504296e-06 45.28592
#> 63 1013 0.4284077 0.18934214 CO2 1.378057e-05 2.609243e-06 44.65911
#> 64 1013 0.4155195 0.17976095 CO2 1.428098e-05 2.567162e-06 43.78765
#> 65 1013 0.4457156 0.20252950 CO2 1.475327e-05 2.987973e-06 43.00756
#> 66 1013 0.4717470 0.22304653 CO2 1.482320e-05 3.306263e-06 42.89535
#> 67 1013 0.4786192 0.22859840 CO2 1.497883e-05 3.424137e-06 42.64854
#> 68 1013 0.4644244 0.21719289 CO2 1.530523e-05 3.324188e-06 42.14361
#> 69 1013 0.4776488 0.22781101 CO2 1.476046e-05 3.362595e-06 42.99599
#> 70 1013 0.4795439 0.22934970 CO2 1.419784e-05 3.256271e-06 43.92913
#> 71 1013 0.4555975 0.21022201 CO2 1.378133e-05 2.897138e-06 44.65776
#> 72 1013 0.4098769 0.17563088 CO2 1.339258e-05 2.352150e-06 45.36936
#> 73 1013 0.6582904 0.21191860 CO2 1.326764e-05 2.811660e-06 45.60490
#> 74 1013 0.6938823 0.22574129 CO2 1.341407e-05 3.028109e-06 45.32918
#> 75 1013 0.6941134 0.22583152 CO2 1.374389e-05 3.103805e-06 44.72492
#> 76 1013 0.6831042 0.22154014 CO2 1.430041e-05 3.168115e-06 43.75477
#> 77 1013 0.7195701 0.23580651 CO2 1.485960e-05 3.503989e-06 42.83727
#> 78 1013 0.7398367 0.24379855 CO2 1.512328e-05 3.687034e-06 42.42299
#> 79 1013 0.7484424 0.24720548 CO2 1.542868e-05 3.814055e-06 41.95698
#> 80 1013 0.7648260 0.25371328 CO2 1.540052e-05 3.907317e-06 41.99935
#> 81 1013 0.7647263 0.25367360 CO2 1.494254e-05 3.790527e-06 42.70574
#> 82 1013 0.7646822 0.25365605 CO2 1.422816e-05 3.609058e-06 43.87739
#> 83 1013 0.7313708 0.24045465 CO2 1.373968e-05 3.303771e-06 44.73249
#> 84 1013 0.6682202 0.21576031 CO2 1.331426e-05 2.872690e-06 45.51660
#> 85 1013 0.1982265 0.10590682 CO2 1.374052e-05 1.455214e-06 44.73099
#> 86 1013 0.2024599 0.10931749 CO2 1.381125e-05 1.509811e-06 44.60428
#> 87 1013 0.2250047 0.12807623 CO2 1.399994e-05 1.793059e-06 44.27113
#> 88 1013 0.2032556 0.10996264 CO2 1.428319e-05 1.570618e-06 43.78390
#> 89 1013 0.2629731 0.16182596 CO2 1.454863e-05 2.354346e-06 43.34074
#> 90 1013 0.2444949 0.14507276 CO2 1.474735e-05 2.139439e-06 43.01709
#> 91 1013 0.2682642 0.16673441 CO2 1.467257e-05 2.446423e-06 43.13809
#> 92 1013 0.2832927 0.18093993 CO2 1.478084e-05 2.674444e-06 42.96322
#> 93 1013 0.2984940 0.19569726 CO2 1.450231e-05 2.838062e-06 43.41717
#> 94 1013 0.2779347 0.17583097 CO2 1.436208e-05 2.525299e-06 43.65087
#> 95 1013 0.2553513 0.15484181 CO2 1.397664e-05 2.164169e-06 44.31189
#> 96 1013 0.2146358 0.11932584 CO2 1.380459e-05 1.647244e-06 44.61617
#> 97 1013 0.2241109 0.12731386 CO2 1.363659e-05 1.736127e-06 44.91902
#> 98 1013 0.2468893 0.14720913 CO2 1.372021e-05 2.019740e-06 44.76756
#> 99 1013 0.2493781 0.14944066 CO2 1.394137e-05 2.083407e-06 44.37380
#> 100 1013 0.2200442 0.12386427 CO2 1.429405e-05 1.770522e-06 43.76553
#> 101 1013 0.2635553 0.16236364 CO2 1.466707e-05 2.381398e-06 43.14703
#> 102 1013 0.2835867 0.18122164 CO2 1.492208e-05 2.704204e-06 42.73808
#> 103 1013 0.2858342 0.18338027 CO2 1.480812e-05 2.715518e-06 42.91947
#> 104 1013 0.2956319 0.19288931 CO2 1.499010e-05 2.891431e-06 42.63082
#> 105 1013 0.2962285 0.19347350 CO2 1.455384e-05 2.815782e-06 43.33217
#> 106 1013 0.2840916 0.18170579 CO2 1.431031e-05 2.600266e-06 43.73804
#> 107 1013 0.2829088 0.18057221 CO2 1.392930e-05 2.515244e-06 44.39504
#> 108 1013 0.2307545 0.13301680 CO2 1.370345e-05 1.822788e-06 44.79781
#> 109 1013 0.1496168 0.06769622 CO2 1.356750e-05 9.184684e-07 45.04525
#> 110 1013 0.1360008 0.05979899 CO2 1.365967e-05 8.168341e-07 44.87707
#> 111 1013 0.1579486 0.07263743 CO2 1.390238e-05 1.009833e-06 44.44250
#> 112 1013 0.1548909 0.07081471 CO2 1.430129e-05 1.012741e-06 43.75329
#> 113 1013 0.1541798 0.07039239 CO2 1.474626e-05 1.038025e-06 43.01885
#> 114 1013 0.1750019 0.08299376 CO2 1.503908e-05 1.248149e-06 42.55407
#> 115 1013 0.1722762 0.08131726 CO2 1.489880e-05 1.211530e-06 42.77495
#> 116 1013 0.1842755 0.08875603 CO2 1.513034e-05 1.342909e-06 42.41206
#> 117 1013 0.1712639 0.08069668 CO2 1.458823e-05 1.177222e-06 43.27569
#> 118 1013 0.1764712 0.08390077 CO2 1.427584e-05 1.197754e-06 43.79636
#> 119 1013 0.1702096 0.08005146 CO2 1.389777e-05 1.112537e-06 44.45065
#> 120 1013 0.1647244 0.07671410 CO2 1.363620e-05 1.046089e-06 44.91972
#> 121 1013 0.1499992 0.06792124 CO2 1.344420e-05 9.131468e-07 45.27302
#> 122 1013 0.1420066 0.06325443 CO2 1.352192e-05 8.553213e-07 45.12907
#> 123 1013 0.1417644 0.06311426 CO2 1.383937e-05 8.734615e-07 44.55418
#> 124 1013 0.1676952 0.07851755 CO2 1.426866e-05 1.120340e-06 43.80853
#> 125 1013 0.1660559 0.07752120 CO2 1.479028e-05 1.146560e-06 42.94807
#> 126 1013 0.1607313 0.07430543 CO2 1.512553e-05 1.123909e-06 42.41951
#> 127 1013 0.1780197 0.08485910 CO2 1.528099e-05 1.296731e-06 42.18055
#> 128 1013 0.1778036 0.08472520 CO2 1.495749e-05 1.267276e-06 42.68215
#> 129 1013 0.1804428 0.08636376 CO2 1.478226e-05 1.276652e-06 42.96094
#> 130 1013 0.1826359 0.08773075 CO2 1.432637e-05 1.256864e-06 43.71094
#> 131 1013 0.1734304 0.08202625 CO2 1.383549e-05 1.134873e-06 44.56109
#> 132 1013 0.1553407 0.07108221 CO2 1.354673e-05 9.629314e-07 45.08339
#> 133 1013 0.4817369 0.25178618 CO2 1.334766e-05 3.360756e-06 45.45364
#> 134 1013 0.4943098 0.26103389 CO2 1.348355e-05 3.519664e-06 45.19998
#> 135 1013 0.4842729 0.25364381 CO2 1.380634e-05 3.501894e-06 44.61303
#> 136 1013 0.4891318 0.25721385 CO2 1.428196e-05 3.673518e-06 43.78599
#> 137 1013 0.5075355 0.27086384 CO2 1.482285e-05 4.014974e-06 42.89591
#> 138 1013 0.5252802 0.28421399 CO2 1.517397e-05 4.312656e-06 42.34464
#> 139 1013 0.5405259 0.29582925 CO2 1.523197e-05 4.506061e-06 42.25549
#> 140 1013 0.5551834 0.30712072 CO2 1.498395e-05 4.601880e-06 42.64050
#> 141 1013 0.5573888 0.30883005 CO2 1.485205e-05 4.586758e-06 42.84930
#> 142 1013 0.5431391 0.29783347 CO2 1.430661e-05 4.260989e-06 43.74428
#> 143 1013 0.5180245 0.27873303 CO2 1.380292e-05 3.847328e-06 44.61915
#> 144 1013 0.4836264 0.25316992 CO2 1.348155e-05 3.413123e-06 45.20368
#> 145 1013 0.4736492 0.24588815 CO2 1.326424e-05 3.261520e-06 45.61135
#> 146 1013 0.4879943 0.25637681 CO2 1.345034e-05 3.448354e-06 45.26161
#> 147 1013 0.4961738 0.26241300 CO2 1.377775e-05 3.615461e-06 44.66416
#> 148 1013 0.4881084 0.25646070 CO2 1.429349e-05 3.665719e-06 43.76647
#> 149 1013 0.5199435 0.28017968 CO2 1.485110e-05 4.160976e-06 42.85081
#> 150 1013 0.5329375 0.29003127 CO2 1.521601e-05 4.413119e-06 42.27996
#> 151 1013 0.5523920 0.30496104 CO2 1.518954e-05 4.632217e-06 42.32066
#> 152 1013 0.5515763 0.30433077 CO2 1.500689e-05 4.567060e-06 42.60446
#> 153 1013 0.5586635 0.30981933 CO2 1.491265e-05 4.620226e-06 42.75301
#> 154 1013 0.5357146 0.29214931 CO2 1.428950e-05 4.174667e-06 43.77322
#> 155 1013 0.5388202 0.29452318 CO2 1.377471e-05 4.056973e-06 44.66960
#> 156 1013 0.4878082 0.25623993 CO2 1.342518e-05 3.440066e-06 45.30846
#> 157 1013 0.6441258 0.20678356 CO2 1.324758e-05 2.739381e-06 45.64305
#> 158 1013 0.6628710 0.21587558 CO2 1.342558e-05 2.898254e-06 45.30771
#> 159 1013 0.6564716 0.21275702 CO2 1.375693e-05 2.926883e-06 44.70150
#> 160 1013 0.6425012 0.20600177 CO2 1.430608e-05 2.947079e-06 43.74518
#> 161 1013 0.6733928 0.22103582 CO2 1.485812e-05 3.284177e-06 42.83962
#> 162 1013 0.6924837 0.23050182 CO2 1.532285e-05 3.531946e-06 42.11683
#> 163 1013 0.7213743 0.24507613 CO2 1.529251e-05 3.747830e-06 42.16298
#> 164 1013 0.7154877 0.24208241 CO2 1.514389e-05 3.666070e-06 42.39109
#> 165 1013 0.7356576 0.25239084 CO2 1.495307e-05 3.774018e-06 42.68912
#> 166 1013 0.7238913 0.24635989 CO2 1.428753e-05 3.519874e-06 43.77656
#> 167 1013 0.7019145 0.23522654 CO2 1.375785e-05 3.236210e-06 44.69985
#> 168 1013 0.6499798 0.20960893 CO2 1.340171e-05 2.809117e-06 45.35228
#> 169 1013 0.6679433 0.21835814 CO2 1.328343e-05 2.900545e-06 45.57494
#> 170 1013 0.6648920 0.21686361 CO2 1.339762e-05 2.905455e-06 45.35993
#> 171 1013 0.6794457 0.22402274 CO2 1.373401e-05 3.076731e-06 44.74270
#> 172 1013 0.6720448 0.22037247 CO2 1.432512e-05 3.156862e-06 43.71306
#> 173 1013 0.6926666 0.23059312 CO2 1.484914e-05 3.424111e-06 42.85393
#> 174 1013 0.7086694 0.23863024 CO2 1.553533e-05 3.707199e-06 41.79761
#> 175 1013 0.7210394 0.24490548 CO2 1.557245e-05 3.813778e-06 41.74253
#> 176 1013 0.7373428 0.25325856 CO2 1.544485e-05 3.911540e-06 41.93271
#> 177 1013 0.7397986 0.25452489 CO2 1.499297e-05 3.816085e-06 42.62631
#> 178 1013 0.7289400 0.24894171 CO2 1.429828e-05 3.559439e-06 43.75837
#> 179 1013 0.7202647 0.24451090 CO2 1.374378e-05 3.360505e-06 44.72512
#> 180 1013 0.6781471 0.22338082 CO2 1.339747e-05 2.992738e-06 45.36020
### Also used to extract an soilphys object from cfp_dat
cfp_soilphys(ConFluxPro::base_dat)
#>
#> A cfp_soilphys object
#> id_cols: site Date gas
#> 24 unique profiles
#>
#> site Date gas upper lower TPS a b depth SWC
#> 1 site_a 2021-01-01 CO2 -60 -100 0.38 1.20 1.5 -80.0 0.16135277
#> 2 site_a 2021-01-01 CO2 -40 -60 0.38 1.20 1.5 -50.0 0.12779751
#> 3 site_a 2021-01-01 CO2 -23 -40 0.38 1.20 1.5 -31.5 0.10824738
#> 4 site_a 2021-01-01 CO2 -20 -23 0.45 1.05 1.6 -21.5 0.10269426
#> 5 site_a 2021-01-01 CO2 -15 -20 0.45 1.05 1.6 -17.5 0.10269426
#> 6 site_a 2021-01-01 CO2 -10 -15 0.45 1.05 1.6 -12.5 0.12111059
#> 7 site_a 2021-01-01 CO2 -7 -10 0.45 1.05 1.6 -8.5 0.12111059
#> 8 site_a 2021-01-01 CO2 0 -7 0.52 0.80 1.7 -3.5 0.09415401
#> 9 site_a 2021-01-01 CO2 5 0 0.84 0.35 1.2 2.5 0.18170958
#> 10 site_b 2021-01-01 CO2 -60 -100 0.35 1.20 1.5 -80.0 0.15177347
#> 11 site_b 2021-01-01 CO2 -40 -60 0.35 1.20 1.5 -50.0 0.12588911
#> 12 site_b 2021-01-01 CO2 -20 -40 0.20 0.80 1.3 -30.0 0.05038321
#> 13 site_b 2021-01-01 CO2 -13 -20 0.20 0.80 1.3 -16.5 0.05000081
#> 14 site_b 2021-01-01 CO2 -10 -13 0.61 0.70 1.4 -11.5 0.12826312
#> 15 site_b 2021-01-01 CO2 -5 -10 0.61 0.70 1.4 -7.5 0.12826312
#> 16 site_b 2021-01-01 CO2 0 -5 0.61 0.70 1.4 -2.5 0.13635078
#> 17 site_b 2021-01-01 CO2 3 0 0.80 0.40 1.5 1.5 0.15587423
#> 18 site_b 2021-01-01 CO2 7 3 0.80 0.40 1.5 5.0 0.13205671
#> 19 site_a 2021-02-01 CO2 -60 -100 0.38 1.20 1.5 -80.0 0.12392743
#> 20 site_a 2021-02-01 CO2 -40 -60 0.38 1.20 1.5 -50.0 0.12206169
#> 21 site_a 2021-02-01 CO2 -23 -40 0.38 1.20 1.5 -31.5 0.11046777
#> 22 site_a 2021-02-01 CO2 -20 -23 0.45 1.05 1.6 -21.5 0.09167729
#> 23 site_a 2021-02-01 CO2 -15 -20 0.45 1.05 1.6 -17.5 0.09167729
#> 24 site_a 2021-02-01 CO2 -10 -15 0.45 1.05 1.6 -12.5 0.08458007
#> 25 site_a 2021-02-01 CO2 -7 -10 0.45 1.05 1.6 -8.5 0.08458007
#> 26 site_a 2021-02-01 CO2 0 -7 0.52 0.80 1.7 -3.5 0.09556181
#> 27 site_a 2021-02-01 CO2 5 0 0.84 0.35 1.2 2.5 0.14611772
#> 28 site_b 2021-02-01 CO2 -60 -100 0.35 1.20 1.5 -80.0 0.14754014
#> 29 site_b 2021-02-01 CO2 -40 -60 0.35 1.20 1.5 -50.0 0.10311066
#> 30 site_b 2021-02-01 CO2 -20 -40 0.20 0.80 1.3 -30.0 0.06399921
#> 31 site_b 2021-02-01 CO2 -13 -20 0.20 0.80 1.3 -16.5 0.05799344
#> 32 site_b 2021-02-01 CO2 -10 -13 0.61 0.70 1.4 -11.5 0.11569024
#> 33 site_b 2021-02-01 CO2 -5 -10 0.61 0.70 1.4 -7.5 0.11569024
#> 34 site_b 2021-02-01 CO2 0 -5 0.61 0.70 1.4 -2.5 0.12200566
#> 35 site_b 2021-02-01 CO2 3 0 0.80 0.40 1.5 1.5 0.13712901
#> 36 site_b 2021-02-01 CO2 7 3 0.80 0.40 1.5 5.0 0.13510797
#> 37 site_a 2021-03-01 CO2 -60 -100 0.38 1.20 1.5 -80.0 0.12227893
#> 38 site_a 2021-03-01 CO2 -40 -60 0.38 1.20 1.5 -50.0 0.12005613
#> 39 site_a 2021-03-01 CO2 -23 -40 0.38 1.20 1.5 -31.5 0.10054849
#> 40 site_a 2021-03-01 CO2 -20 -23 0.45 1.05 1.6 -21.5 0.06997404
#> 41 site_a 2021-03-01 CO2 -15 -20 0.45 1.05 1.6 -17.5 0.06997404
#> 42 site_a 2021-03-01 CO2 -10 -15 0.45 1.05 1.6 -12.5 0.08159875
#> 43 site_a 2021-03-01 CO2 -7 -10 0.45 1.05 1.6 -8.5 0.08159875
#> 44 site_a 2021-03-01 CO2 0 -7 0.52 0.80 1.7 -3.5 0.09159233
#> 45 site_a 2021-03-01 CO2 5 0 0.84 0.35 1.2 2.5 0.14588659
#> 46 site_b 2021-03-01 CO2 -60 -100 0.35 1.20 1.5 -80.0 0.12499533
#> 47 site_b 2021-03-01 CO2 -40 -60 0.35 1.20 1.5 -50.0 0.10062188
#> 48 site_b 2021-03-01 CO2 -20 -40 0.20 0.80 1.3 -30.0 0.04205140
#> 49 site_b 2021-03-01 CO2 -13 -20 0.20 0.80 1.3 -16.5 0.05823557
#> 50 site_b 2021-03-01 CO2 -10 -13 0.61 0.70 1.4 -11.5 0.12572711
#> 51 site_b 2021-03-01 CO2 -5 -10 0.61 0.70 1.4 -7.5 0.12572711
#> 52 site_b 2021-03-01 CO2 0 -5 0.61 0.70 1.4 -2.5 0.11382624
#> 53 site_b 2021-03-01 CO2 3 0 0.80 0.40 1.5 1.5 0.14352841
#> 54 site_b 2021-03-01 CO2 7 3 0.80 0.40 1.5 5.0 0.12055431
#> 55 site_a 2021-04-01 CO2 -60 -100 0.38 1.20 1.5 -80.0 0.14464345
#> 56 site_a 2021-04-01 CO2 -40 -60 0.38 1.20 1.5 -50.0 0.13754664
#> 57 site_a 2021-04-01 CO2 -23 -40 0.38 1.20 1.5 -31.5 0.09319393
#> 58 site_a 2021-04-01 CO2 -20 -23 0.45 1.05 1.6 -21.5 0.10165638
#> 59 site_a 2021-04-01 CO2 -15 -20 0.45 1.05 1.6 -17.5 0.10165638
#> 60 site_a 2021-04-01 CO2 -10 -15 0.45 1.05 1.6 -12.5 0.07058679
#> 61 site_a 2021-04-01 CO2 -7 -10 0.45 1.05 1.6 -8.5 0.07058679
#> 62 site_a 2021-04-01 CO2 0 -7 0.52 0.80 1.7 -3.5 0.10448052
#> 63 site_a 2021-04-01 CO2 5 0 0.84 0.35 1.2 2.5 0.15689576
#> 64 site_b 2021-04-01 CO2 -60 -100 0.35 1.20 1.5 -80.0 0.14674436
#> 65 site_b 2021-04-01 CO2 -40 -60 0.35 1.20 1.5 -50.0 0.12995582
#> 66 site_b 2021-04-01 CO2 -20 -40 0.20 0.80 1.3 -30.0 0.04510915
#> 67 site_b 2021-04-01 CO2 -13 -20 0.20 0.80 1.3 -16.5 0.03230483
#> 68 site_b 2021-04-01 CO2 -10 -13 0.61 0.70 1.4 -11.5 0.12086816
#> 69 site_b 2021-04-01 CO2 -5 -10 0.61 0.70 1.4 -7.5 0.12086816
#> 70 site_b 2021-04-01 CO2 0 -5 0.61 0.70 1.4 -2.5 0.12189161
#> 71 site_b 2021-04-01 CO2 3 0 0.80 0.40 1.5 1.5 0.15749876
#> 72 site_b 2021-04-01 CO2 7 3 0.80 0.40 1.5 5.0 0.12795519
#> 73 site_a 2021-05-01 CO2 -60 -100 0.38 1.20 1.5 -80.0 0.11446588
#> 74 site_a 2021-05-01 CO2 -40 -60 0.38 1.20 1.5 -50.0 0.08588769
#> 75 site_a 2021-05-01 CO2 -23 -40 0.38 1.20 1.5 -31.5 0.09450679
#> 76 site_a 2021-05-01 CO2 -20 -23 0.45 1.05 1.6 -21.5 0.08055249
#> 77 site_a 2021-05-01 CO2 -15 -20 0.45 1.05 1.6 -17.5 0.08055249
#> 78 site_a 2021-05-01 CO2 -10 -15 0.45 1.05 1.6 -12.5 0.07305746
#> 79 site_a 2021-05-01 CO2 -7 -10 0.45 1.05 1.6 -8.5 0.07305746
#> 80 site_a 2021-05-01 CO2 0 -7 0.52 0.80 1.7 -3.5 0.07428442
#> 81 site_a 2021-05-01 CO2 5 0 0.84 0.35 1.2 2.5 0.12042988
#> 82 site_b 2021-05-01 CO2 -60 -100 0.35 1.20 1.5 -80.0 0.08702691
#> 83 site_b 2021-05-01 CO2 -40 -60 0.35 1.20 1.5 -50.0 0.08644474
#> 84 site_b 2021-05-01 CO2 -20 -40 0.20 0.80 1.3 -30.0 0.04582019
#> 85 site_b 2021-05-01 CO2 -13 -20 0.20 0.80 1.3 -16.5 0.03394412
#> 86 site_b 2021-05-01 CO2 -10 -13 0.61 0.70 1.4 -11.5 0.10246451
#> 87 site_b 2021-05-01 CO2 -5 -10 0.61 0.70 1.4 -7.5 0.10246451
#> 88 site_b 2021-05-01 CO2 0 -5 0.61 0.70 1.4 -2.5 0.09005652
#> 89 site_b 2021-05-01 CO2 3 0 0.80 0.40 1.5 1.5 0.12660724
#> 90 site_b 2021-05-01 CO2 7 3 0.80 0.40 1.5 5.0 0.10733342
#> 91 site_a 2021-06-01 CO2 -60 -100 0.38 1.20 1.5 -80.0 0.09537391
#> 92 site_a 2021-06-01 CO2 -40 -60 0.38 1.20 1.5 -50.0 0.09087161
#> 93 site_a 2021-06-01 CO2 -23 -40 0.38 1.20 1.5 -31.5 0.07354319
#> 94 site_a 2021-06-01 CO2 -20 -23 0.45 1.05 1.6 -21.5 0.06479207
#> 95 site_a 2021-06-01 CO2 -15 -20 0.45 1.05 1.6 -17.5 0.06479207
#> 96 site_a 2021-06-01 CO2 -10 -15 0.45 1.05 1.6 -12.5 0.05492004
#> 97 site_a 2021-06-01 CO2 -7 -10 0.45 1.05 1.6 -8.5 0.05492004
#> 98 site_a 2021-06-01 CO2 0 -7 0.52 0.80 1.7 -3.5 0.04825304
#> 99 site_a 2021-06-01 CO2 5 0 0.84 0.35 1.2 2.5 0.10016325
#> 100 site_b 2021-06-01 CO2 -60 -100 0.35 1.20 1.5 -80.0 0.10550513
#> 101 site_b 2021-06-01 CO2 -40 -60 0.35 1.20 1.5 -50.0 0.06641329
#> 102 site_b 2021-06-01 CO2 -20 -40 0.20 0.80 1.3 -30.0 0.02499814
#> 103 site_b 2021-06-01 CO2 -13 -20 0.20 0.80 1.3 -16.5 0.03926870
#> 104 site_b 2021-06-01 CO2 -10 -13 0.61 0.70 1.4 -11.5 0.08471983
#> 105 site_b 2021-06-01 CO2 -5 -10 0.61 0.70 1.4 -7.5 0.08471983
#> 106 site_b 2021-06-01 CO2 0 -5 0.61 0.70 1.4 -2.5 0.07706251
#> 107 site_b 2021-06-01 CO2 3 0 0.80 0.40 1.5 1.5 0.10751626
#> 108 site_b 2021-06-01 CO2 7 3 0.80 0.40 1.5 5.0 0.09133064
#> 109 site_a 2021-07-01 CO2 -60 -100 0.38 1.20 1.5 -80.0 0.06935668
#> 110 site_a 2021-07-01 CO2 -40 -60 0.38 1.20 1.5 -50.0 0.06887892
#> 111 site_a 2021-07-01 CO2 -23 -40 0.38 1.20 1.5 -31.5 0.05759840
#> 112 site_a 2021-07-01 CO2 -20 -23 0.45 1.05 1.6 -21.5 0.06098852
#> 113 site_a 2021-07-01 CO2 -15 -20 0.45 1.05 1.6 -17.5 0.06098852
#> 114 site_a 2021-07-01 CO2 -10 -15 0.45 1.05 1.6 -12.5 0.05215679
#> 115 site_a 2021-07-01 CO2 -7 -10 0.45 1.05 1.6 -8.5 0.05215679
#> 116 site_a 2021-07-01 CO2 0 -7 0.52 0.80 1.7 -3.5 0.04138080
#> 117 site_a 2021-07-01 CO2 5 0 0.84 0.35 1.2 2.5 0.09155761
#> 118 site_b 2021-07-01 CO2 -60 -100 0.35 1.20 1.5 -80.0 0.08173583
#> 119 site_b 2021-07-01 CO2 -40 -60 0.35 1.20 1.5 -50.0 0.06416576
#> 120 site_b 2021-07-01 CO2 -20 -40 0.20 0.80 1.3 -30.0 0.02772383
#> 121 site_b 2021-07-01 CO2 -13 -20 0.20 0.80 1.3 -16.5 0.02198031
#> 122 site_b 2021-07-01 CO2 -10 -13 0.61 0.70 1.4 -11.5 0.06947414
#> 123 site_b 2021-07-01 CO2 -5 -10 0.61 0.70 1.4 -7.5 0.06947414
#> 124 site_b 2021-07-01 CO2 0 -5 0.61 0.70 1.4 -2.5 0.05760801
#> 125 site_b 2021-07-01 CO2 3 0 0.80 0.40 1.5 1.5 0.07862567
#> 126 site_b 2021-07-01 CO2 7 3 0.80 0.40 1.5 5.0 0.07896058
#> 127 site_a 2021-08-01 CO2 -60 -100 0.38 1.20 1.5 -80.0 0.06097648
#> 128 site_a 2021-08-01 CO2 -40 -60 0.38 1.20 1.5 -50.0 0.06647048
#> 129 site_a 2021-08-01 CO2 -23 -40 0.38 1.20 1.5 -31.5 0.05295930
#> 130 site_a 2021-08-01 CO2 -20 -23 0.45 1.05 1.6 -21.5 0.04653729
#> 131 site_a 2021-08-01 CO2 -15 -20 0.45 1.05 1.6 -17.5 0.04653729
#> 132 site_a 2021-08-01 CO2 -10 -15 0.45 1.05 1.6 -12.5 0.04825040
#> 133 site_a 2021-08-01 CO2 -7 -10 0.45 1.05 1.6 -8.5 0.04825040
#> 134 site_a 2021-08-01 CO2 0 -7 0.52 0.80 1.7 -3.5 0.05557555
#> 135 site_a 2021-08-01 CO2 5 0 0.84 0.35 1.2 2.5 0.07517403
#> 136 site_b 2021-08-01 CO2 -60 -100 0.35 1.20 1.5 -80.0 0.06670726
#> 137 site_b 2021-08-01 CO2 -40 -60 0.35 1.20 1.5 -50.0 0.05436811
#> 138 site_b 2021-08-01 CO2 -20 -40 0.20 0.80 1.3 -30.0 0.01572449
#> 139 site_b 2021-08-01 CO2 -13 -20 0.20 0.80 1.3 -16.5 0.02219643
#> 140 site_b 2021-08-01 CO2 -10 -13 0.61 0.70 1.4 -11.5 0.05481658
#> 141 site_b 2021-08-01 CO2 -5 -10 0.61 0.70 1.4 -7.5 0.05481658
#> 142 site_b 2021-08-01 CO2 0 -5 0.61 0.70 1.4 -2.5 0.05842371
#> 143 site_b 2021-08-01 CO2 3 0 0.80 0.40 1.5 1.5 0.08451232
#> 144 site_b 2021-08-01 CO2 7 3 0.80 0.40 1.5 5.0 0.06265722
#> 145 site_a 2021-09-01 CO2 -60 -100 0.38 1.20 1.5 -80.0 0.06987624
#> 146 site_a 2021-09-01 CO2 -40 -60 0.38 1.20 1.5 -50.0 0.05841746
#> 147 site_a 2021-09-01 CO2 -23 -40 0.38 1.20 1.5 -31.5 0.04922287
#> 148 site_a 2021-09-01 CO2 -20 -23 0.45 1.05 1.6 -21.5 0.03815859
#> 149 site_a 2021-09-01 CO2 -15 -20 0.45 1.05 1.6 -17.5 0.03815859
#> 150 site_a 2021-09-01 CO2 -10 -15 0.45 1.05 1.6 -12.5 0.04443048
#> 151 site_a 2021-09-01 CO2 -7 -10 0.45 1.05 1.6 -8.5 0.04443048
#> 152 site_a 2021-09-01 CO2 0 -7 0.52 0.80 1.7 -3.5 0.04235123
#> 153 site_a 2021-09-01 CO2 5 0 0.84 0.35 1.2 2.5 0.07527369
#> 154 site_b 2021-09-01 CO2 -60 -100 0.35 1.20 1.5 -80.0 0.05150596
#> 155 site_b 2021-09-01 CO2 -40 -60 0.35 1.20 1.5 -50.0 0.05377151
#> 156 site_b 2021-09-01 CO2 -20 -40 0.20 0.80 1.3 -30.0 0.02873606
#> 157 site_b 2021-09-01 CO2 -13 -20 0.20 0.80 1.3 -16.5 0.01955716
#> 158 site_b 2021-09-01 CO2 -10 -13 0.61 0.70 1.4 -11.5 0.05261122
#> 159 site_b 2021-09-01 CO2 -5 -10 0.61 0.70 1.4 -7.5 0.05261122
#> 160 site_b 2021-09-01 CO2 0 -5 0.61 0.70 1.4 -2.5 0.05133646
#> 161 site_b 2021-09-01 CO2 3 0 0.80 0.40 1.5 1.5 0.06434240
#> 162 site_b 2021-09-01 CO2 7 3 0.80 0.40 1.5 5.0 0.06020139
#> 163 site_a 2021-10-01 CO2 -60 -100 0.38 1.20 1.5 -80.0 0.07014097
#> 164 site_a 2021-10-01 CO2 -40 -60 0.38 1.20 1.5 -50.0 0.06444560
#> 165 site_a 2021-10-01 CO2 -23 -40 0.38 1.20 1.5 -31.5 0.05183900
#> 166 site_a 2021-10-01 CO2 -20 -23 0.45 1.05 1.6 -21.5 0.05305960
#> 167 site_a 2021-10-01 CO2 -15 -20 0.45 1.05 1.6 -17.5 0.05305960
#> 168 site_a 2021-10-01 CO2 -10 -15 0.45 1.05 1.6 -12.5 0.04135314
#> 169 site_a 2021-10-01 CO2 -7 -10 0.45 1.05 1.6 -8.5 0.04135314
#> 170 site_a 2021-10-01 CO2 0 -7 0.52 0.80 1.7 -3.5 0.04045612
#> 171 site_a 2021-10-01 CO2 5 0 0.84 0.35 1.2 2.5 0.07531779
#> 172 site_b 2021-10-01 CO2 -60 -100 0.35 1.20 1.5 -80.0 0.07206531
#> 173 site_b 2021-10-01 CO2 -40 -60 0.35 1.20 1.5 -50.0 0.06590843
#> 174 site_b 2021-10-01 CO2 -20 -40 0.20 0.80 1.3 -30.0 0.02352881
#> 175 site_b 2021-10-01 CO2 -13 -20 0.20 0.80 1.3 -16.5 0.01736414
#> 176 site_b 2021-10-01 CO2 -10 -13 0.61 0.70 1.4 -11.5 0.06686093
#> 177 site_b 2021-10-01 CO2 -5 -10 0.61 0.70 1.4 -7.5 0.06686093
#> 178 site_b 2021-10-01 CO2 0 -5 0.61 0.70 1.4 -2.5 0.07428544
#> 179 site_b 2021-10-01 CO2 3 0 0.80 0.40 1.5 1.5 0.07610873
#> 180 site_b 2021-10-01 CO2 7 3 0.80 0.40 1.5 5.0 0.07106000
#> 181 site_a 2021-11-01 CO2 -60 -100 0.38 1.20 1.5 -80.0 0.09199596
#> 182 site_a 2021-11-01 CO2 -40 -60 0.38 1.20 1.5 -50.0 0.07093349
#> 183 site_a 2021-11-01 CO2 -23 -40 0.38 1.20 1.5 -31.5 0.04445528
#> 184 site_a 2021-11-01 CO2 -20 -23 0.45 1.05 1.6 -21.5 0.06141455
#> 185 site_a 2021-11-01 CO2 -15 -20 0.45 1.05 1.6 -17.5 0.06141455
#> 186 site_a 2021-11-01 CO2 -10 -15 0.45 1.05 1.6 -12.5 0.06293469
#> 187 site_a 2021-11-01 CO2 -7 -10 0.45 1.05 1.6 -8.5 0.06293469
#> 188 site_a 2021-11-01 CO2 0 -7 0.52 0.80 1.7 -3.5 0.06440254
#> 189 site_a 2021-11-01 CO2 5 0 0.84 0.35 1.2 2.5 0.10862922
#> 190 site_b 2021-11-01 CO2 -60 -100 0.35 1.20 1.5 -80.0 0.09464874
#> 191 site_b 2021-11-01 CO2 -40 -60 0.35 1.20 1.5 -50.0 0.06709121
#> 192 site_b 2021-11-01 CO2 -20 -40 0.20 0.80 1.3 -30.0 0.02979040
#> 193 site_b 2021-11-01 CO2 -13 -20 0.20 0.80 1.3 -16.5 0.02656958
#> 194 site_b 2021-11-01 CO2 -10 -13 0.61 0.70 1.4 -11.5 0.09197552
#> 195 site_b 2021-11-01 CO2 -5 -10 0.61 0.70 1.4 -7.5 0.09197552
#> 196 site_b 2021-11-01 CO2 0 -5 0.61 0.70 1.4 -2.5 0.07117977
#> 197 site_b 2021-11-01 CO2 3 0 0.80 0.40 1.5 1.5 0.09808550
#> 198 site_b 2021-11-01 CO2 7 3 0.80 0.40 1.5 5.0 0.07973527
#> 199 site_a 2021-12-01 CO2 -60 -100 0.38 1.20 1.5 -80.0 0.13516790
#> 200 site_a 2021-12-01 CO2 -40 -60 0.38 1.20 1.5 -50.0 0.11855012
#> 201 site_a 2021-12-01 CO2 -23 -40 0.38 1.20 1.5 -31.5 0.10601860
#> 202 site_a 2021-12-01 CO2 -20 -23 0.45 1.05 1.6 -21.5 0.11749614
#> 203 site_a 2021-12-01 CO2 -15 -20 0.45 1.05 1.6 -17.5 0.11749614
#> 204 site_a 2021-12-01 CO2 -10 -15 0.45 1.05 1.6 -12.5 0.07107141
#> 205 site_a 2021-12-01 CO2 -7 -10 0.45 1.05 1.6 -8.5 0.07107141
#> 206 site_a 2021-12-01 CO2 0 -7 0.52 0.80 1.7 -3.5 0.11012308
#> 207 site_a 2021-12-01 CO2 5 0 0.84 0.35 1.2 2.5 0.17177981
#> 208 site_b 2021-12-01 CO2 -60 -100 0.35 1.20 1.5 -80.0 0.13536420
#> 209 site_b 2021-12-01 CO2 -40 -60 0.35 1.20 1.5 -50.0 0.11924550
#> 210 site_b 2021-12-01 CO2 -20 -40 0.20 0.80 1.3 -30.0 0.03527563
#> 211 site_b 2021-12-01 CO2 -13 -20 0.20 0.80 1.3 -16.5 0.04465928
#> 212 site_b 2021-12-01 CO2 -10 -13 0.61 0.70 1.4 -11.5 0.12637355
#> 213 site_b 2021-12-01 CO2 -5 -10 0.61 0.70 1.4 -7.5 0.12637355
#> 214 site_b 2021-12-01 CO2 0 -5 0.61 0.70 1.4 -2.5 0.12219178
#> 215 site_b 2021-12-01 CO2 3 0 0.80 0.40 1.5 1.5 0.15002019
#> 216 site_b 2021-12-01 CO2 7 3 0.80 0.40 1.5 5.0 0.12185287
#> t p AFPS DSD0 D0 DS c_air
#> 1 -0.789903514 1013 0.2186472 0.12268662 1.373780e-05 1.685444e-06 44.73588
#> 2 -1.974758784 1013 0.2522025 0.15198660 1.362982e-05 2.071550e-06 44.93134
#> 3 -2.705419534 1013 0.2717526 0.16999723 1.356342e-05 2.305744e-06 45.05273
#> 4 -4.778507694 1013 0.3473057 0.19334299 1.337582e-05 2.586121e-06 45.40075
#> 5 -4.778507694 1013 0.3473057 0.19334299 1.337582e-05 2.586121e-06 45.40075
#> 6 -4.941950172 1013 0.3288894 0.17720221 1.336108e-05 2.367612e-06 45.42842
#> 7 -4.941950172 1013 0.3288894 0.17720221 1.336108e-05 2.367612e-06 45.42842
#> 8 -5.095177495 1013 0.4258460 0.18742147 1.334726e-05 2.501564e-06 45.45439
#> 9 -5.979843913 1013 0.6582904 0.21191860 1.326764e-05 2.811660e-06 45.60490
#> 10 -0.760136684 1013 0.1982265 0.10590682 1.374052e-05 1.455214e-06 44.73099
#> 11 -1.900341711 1013 0.2241109 0.12731386 1.363659e-05 1.736127e-06 44.91902
#> 12 -2.660478396 1013 0.1496168 0.06769622 1.356750e-05 9.184684e-07 45.04525
#> 13 -4.021340872 1013 0.1499992 0.06792124 1.344420e-05 9.131468e-07 45.27302
#> 14 -5.090781792 1013 0.4817369 0.25178618 1.334766e-05 3.360756e-06 45.45364
#> 15 -5.090781792 1013 0.4817369 0.25178618 1.334766e-05 3.360756e-06 45.45364
#> 16 -6.017630590 1013 0.4736492 0.24588815 1.326424e-05 3.261520e-06 45.61135
#> 17 -6.203144794 1013 0.6441258 0.20678356 1.324758e-05 2.739381e-06 45.64305
#> 18 -5.804223887 1013 0.6679433 0.21835814 1.328343e-05 2.900545e-06 45.57494
#> 19 0.005814771 1013 0.2560726 0.15549836 1.381053e-05 2.147515e-06 44.60556
#> 20 -1.056152663 1013 0.2579383 0.15720090 1.371350e-05 2.155775e-06 44.77965
#> 21 -1.711032581 1013 0.2695322 0.16791801 1.365382e-05 2.292722e-06 44.88769
#> 22 -2.760253024 1013 0.3583227 0.20324891 1.355844e-05 2.755739e-06 45.06187
#> 23 -2.760253024 1013 0.3583227 0.20324891 1.355844e-05 2.755739e-06 45.06187
#> 24 -3.450711479 1013 0.3654199 0.20972821 1.349584e-05 2.830459e-06 45.17723
#> 25 -3.450711479 1013 0.3654199 0.20972821 1.349584e-05 2.830459e-06 45.17723
#> 26 -4.098016281 1013 0.4244382 0.18636938 1.343727e-05 2.504296e-06 45.28592
#> 27 -4.354791034 1013 0.6938823 0.22574129 1.341407e-05 3.028109e-06 45.32918
#> 28 0.013657432 1013 0.2024599 0.10931749 1.381125e-05 1.509811e-06 44.60428
#> 29 -0.982639296 1013 0.2468893 0.14720913 1.372021e-05 2.019740e-06 44.76756
#> 30 -1.646837116 1013 0.1360008 0.05979899 1.365967e-05 8.168341e-07 44.87707
#> 31 -3.162888934 1013 0.1420066 0.06325443 1.352192e-05 8.553213e-07 45.12907
#> 32 -3.586434020 1013 0.4943098 0.26103389 1.348355e-05 3.519664e-06 45.19998
#> 33 -3.586434020 1013 0.4943098 0.26103389 1.348355e-05 3.519664e-06 45.19998
#> 34 -3.953506429 1013 0.4879943 0.25637681 1.345034e-05 3.448354e-06 45.26161
#> 35 -4.227370951 1013 0.6628710 0.21587558 1.342558e-05 2.898254e-06 45.30771
#> 36 -4.536964214 1013 0.6648920 0.21686361 1.339762e-05 2.905455e-06 45.35993
#> 37 2.059937865 1013 0.2577211 0.15700234 1.399908e-05 2.197889e-06 44.27263
#> 38 1.279122687 1013 0.2599439 0.15903790 1.392728e-05 2.214965e-06 44.39860
#> 39 0.797619994 1013 0.2794515 0.17727233 1.388308e-05 2.461085e-06 44.47663
#> 40 0.438113008 1013 0.3800260 0.22330092 1.385012e-05 3.092744e-06 44.53508
#> 41 0.438113008 1013 0.3800260 0.22330092 1.385012e-05 3.092744e-06 44.53508
#> 42 0.045924822 1013 0.3684013 0.21247266 1.381420e-05 2.935140e-06 44.59901
#> 43 0.045924822 1013 0.3684013 0.21247266 1.381420e-05 2.935140e-06 44.59901
#> 44 -0.321751602 1013 0.4284077 0.18934214 1.378057e-05 2.609243e-06 44.65911
#> 45 -0.723156720 1013 0.6941134 0.22583152 1.374389e-05 3.103805e-06 44.72492
#> 46 2.069232975 1013 0.2250047 0.12807623 1.399994e-05 1.793059e-06 44.27113
#> 47 1.432492143 1013 0.2493781 0.14944066 1.394137e-05 2.083407e-06 44.37380
#> 48 1.007998255 1013 0.1579486 0.07263743 1.390238e-05 1.009833e-06 44.44250
#> 49 0.320792733 1013 0.1417644 0.06311426 1.383937e-05 8.734615e-07 44.55418
#> 50 -0.039957854 1013 0.4842729 0.25364381 1.380634e-05 3.501894e-06 44.61303
#> 51 -0.039957854 1013 0.4842729 0.25364381 1.380634e-05 3.501894e-06 44.61303
#> 52 -0.352608363 1013 0.4961738 0.26241300 1.377775e-05 3.615461e-06 44.66416
#> 53 -0.580427948 1013 0.6564716 0.21275702 1.375693e-05 2.926883e-06 44.70150
#> 54 -0.831423188 1013 0.6794457 0.22402274 1.373401e-05 3.076731e-06 44.74270
#> 55 4.725217894 1013 0.2353565 0.13701581 1.424543e-05 1.951850e-06 43.84798
#> 56 4.900923939 1013 0.2424534 0.14325954 1.426174e-05 2.043130e-06 43.82027
#> 57 5.009276001 1013 0.2868061 0.18431630 1.427180e-05 2.630526e-06 43.80320
#> 58 4.178396294 1013 0.3483436 0.19426827 1.419473e-05 2.757586e-06 43.93444
#> 59 4.178396294 1013 0.3483436 0.19426827 1.419473e-05 2.757586e-06 43.93444
#> 60 4.658218991 1013 0.3794132 0.22272513 1.423922e-05 3.171431e-06 43.85856
#> 61 4.658218991 1013 0.3794132 0.22272513 1.423922e-05 3.171431e-06 43.85856
#> 62 5.108052769 1013 0.4155195 0.17976095 1.428098e-05 2.567162e-06 43.78765
#> 63 5.317203251 1013 0.6831042 0.22154014 1.430041e-05 3.168115e-06 43.75477
#> 64 5.131912309 1013 0.2032556 0.10996264 1.428319e-05 1.570618e-06 43.78390
#> 65 5.248726225 1013 0.2200442 0.12386427 1.429405e-05 1.770522e-06 43.76553
#> 66 5.326602170 1013 0.1548909 0.07081471 1.430129e-05 1.012741e-06 43.75329
#> 67 4.975450052 1013 0.1676952 0.07851755 1.426866e-05 1.120340e-06 43.80853
#> 68 5.118653778 1013 0.4891318 0.25721385 1.428196e-05 3.673518e-06 43.78599
#> 69 5.118653778 1013 0.4891318 0.25721385 1.428196e-05 3.673518e-06 43.78599
#> 70 5.242763674 1013 0.4881084 0.25646070 1.429349e-05 3.665719e-06 43.76647
#> 71 5.378220427 1013 0.6425012 0.20600177 1.430608e-05 2.947079e-06 43.74518
#> 72 5.582905509 1013 0.6720448 0.22037247 1.432512e-05 3.156862e-06 43.71306
#> 73 8.825682240 1013 0.2655341 0.16419569 1.462819e-05 2.401886e-06 43.21035
#> 74 9.041512140 1013 0.2941123 0.19140402 1.464846e-05 2.803775e-06 43.17730
#> 75 9.174607245 1013 0.2854932 0.18305219 1.466097e-05 2.683723e-06 43.15694
#> 76 9.950314584 1013 0.3694475 0.21343896 1.473396e-05 3.144801e-06 43.03869
#> 77 9.950314584 1013 0.3694475 0.21343896 1.473396e-05 3.144801e-06 43.03869
#> 78 10.056091363 1013 0.3769425 0.22040911 1.474393e-05 3.249696e-06 43.02262
#> 79 10.056091363 1013 0.3769425 0.22040911 1.474393e-05 3.249696e-06 43.02262
#> 80 10.155257092 1013 0.4457156 0.20252950 1.475327e-05 2.987973e-06 43.00756
#> 81 11.281448127 1013 0.7195701 0.23580651 1.485960e-05 3.503989e-06 42.83727
#> 82 7.977336506 1013 0.2629731 0.16182596 1.454863e-05 2.354346e-06 43.34074
#> 83 9.239455905 1013 0.2635553 0.16236364 1.466707e-05 2.381398e-06 43.14703
#> 84 10.080868838 1013 0.1541798 0.07039239 1.474626e-05 1.038025e-06 43.01885
#> 85 10.547663028 1013 0.1660559 0.07752120 1.479028e-05 1.146560e-06 42.94807
#> 86 10.892628777 1013 0.5075355 0.27086384 1.482285e-05 4.014974e-06 42.89591
#> 87 10.892628777 1013 0.5075355 0.27086384 1.482285e-05 4.014974e-06 42.89591
#> 88 11.191599092 1013 0.5199435 0.28017968 1.485110e-05 4.160976e-06 42.85081
#> 89 11.265885759 1013 0.6733928 0.22103582 1.485812e-05 3.284177e-06 42.83962
#> 90 11.170914622 1013 0.6926666 0.23059312 1.484914e-05 3.424111e-06 42.85393
#> 91 10.377836383 1013 0.2846261 0.18221885 1.477426e-05 2.692149e-06 42.97380
#> 92 11.049650601 1013 0.2891284 0.18655949 1.483768e-05 2.768111e-06 42.87221
#> 93 11.463936036 1013 0.3064568 0.20358002 1.487686e-05 3.028631e-06 42.80981
#> 94 11.910006233 1013 0.3852079 0.22819265 1.491908e-05 3.404425e-06 42.74282
#> 95 11.910006233 1013 0.3852079 0.22819265 1.491908e-05 3.404425e-06 42.74282
#> 96 11.386819636 1013 0.3950800 0.23762127 1.486956e-05 3.533324e-06 42.82141
#> 97 11.386819636 1013 0.3950800 0.23762127 1.486956e-05 3.533324e-06 42.82141
#> 98 10.896332201 1013 0.4717470 0.22304653 1.482320e-05 3.306263e-06 42.89535
#> 99 14.059040328 1013 0.7398367 0.24379855 1.512328e-05 3.687034e-06 42.42299
#> 100 10.092462468 1013 0.2444949 0.14507276 1.474735e-05 2.139439e-06 43.01709
#> 101 11.941627123 1013 0.2835867 0.18122164 1.492208e-05 2.704204e-06 42.73808
#> 102 13.174403560 1013 0.1750019 0.08299376 1.503908e-05 1.248149e-06 42.55407
#> 103 14.082632961 1013 0.1607313 0.07430543 1.512553e-05 1.123909e-06 42.41951
#> 104 14.590509433 1013 0.5252802 0.28421399 1.517397e-05 4.312656e-06 42.34464
#> 105 14.590509433 1013 0.5252802 0.28421399 1.517397e-05 4.312656e-06 42.34464
#> 106 15.030669043 1013 0.5329375 0.29003127 1.521601e-05 4.413119e-06 42.27996
#> 107 16.146877945 1013 0.6924837 0.23050182 1.532285e-05 3.531946e-06 42.11683
#> 108 18.356350349 1013 0.7086694 0.23863024 1.553533e-05 3.707199e-06 41.79761
#> 109 11.202861092 1013 0.3106433 0.20776590 1.485216e-05 3.085773e-06 42.84911
#> 110 12.872511761 1013 0.3111211 0.20824539 1.501039e-05 3.125844e-06 42.59898
#> 111 13.902129673 1013 0.3224016 0.21967317 1.510833e-05 3.318895e-06 42.44618
#> 112 14.510511310 1013 0.3890115 0.23180840 1.516634e-05 3.515685e-06 42.35641
#> 113 14.510511310 1013 0.3890115 0.23180840 1.516634e-05 3.515685e-06 42.35641
#> 114 13.493560406 1013 0.3978432 0.24028597 1.506943e-05 3.620973e-06 42.50668
#> 115 13.493560406 1013 0.3978432 0.24028597 1.506943e-05 3.620973e-06 42.50668
#> 116 12.540168934 1013 0.4786192 0.22859840 1.497883e-05 3.424137e-06 42.64854
#> 117 17.249086822 1013 0.7484424 0.24720548 1.542868e-05 3.814055e-06 41.95698
#> 118 9.298023160 1013 0.2682642 0.16673441 1.467257e-05 2.446423e-06 43.13809
#> 119 10.736706519 1013 0.2858342 0.18338027 1.480812e-05 2.715518e-06 42.91947
#> 120 11.695828759 1013 0.1722762 0.08131726 1.489880e-05 1.211530e-06 42.77495
#> 121 15.709877051 1013 0.1780197 0.08485910 1.528099e-05 1.296731e-06 42.18055
#> 122 15.197550175 1013 0.5405259 0.29582925 1.523197e-05 4.506061e-06 42.25549
#> 123 15.197550175 1013 0.5405259 0.29582925 1.523197e-05 4.506061e-06 42.25549
#> 124 14.753533549 1013 0.5523920 0.30496104 1.518954e-05 4.632217e-06 42.32066
#> 125 15.830225898 1013 0.7213743 0.24507613 1.529251e-05 3.747830e-06 42.16298
#> 126 18.740984505 1013 0.7210394 0.24490548 1.557245e-05 3.813778e-06 41.74253
#> 127 10.009073112 1013 0.3190235 0.21622968 1.473950e-05 3.187117e-06 43.02976
#> 128 10.640454211 1013 0.3135295 0.21066816 1.479904e-05 3.117686e-06 42.93403
#> 129 11.029805889 1013 0.3270407 0.22443157 1.483581e-05 3.329624e-06 42.87521
#> 130 13.833408605 1013 0.4034627 0.24573937 1.510179e-05 3.711103e-06 42.45635
#> 131 13.833408605 1013 0.4034627 0.24573937 1.510179e-05 3.711103e-06 42.45635
#> 132 14.932568341 1013 0.4017496 0.24407204 1.520664e-05 3.711515e-06 42.29436
#> 133 14.932568341 1013 0.4017496 0.24407204 1.520664e-05 3.711515e-06 42.29436
#> 134 15.963030593 1013 0.4644244 0.21719289 1.530523e-05 3.324188e-06 42.14361
#> 135 16.956101791 1013 0.7648260 0.25371328 1.540052e-05 3.907317e-06 41.99935
#> 136 10.447606285 1013 0.2832927 0.18093993 1.478084e-05 2.674444e-06 42.96322
#> 137 12.658908520 1013 0.2956319 0.19288931 1.499010e-05 2.891431e-06 42.63082
#> 138 14.133110009 1013 0.1842755 0.08875603 1.513034e-05 1.342909e-06 42.41206
#> 139 12.315149405 1013 0.1778036 0.08472520 1.495749e-05 1.267276e-06 42.68215
#> 140 12.594039210 1013 0.5551834 0.30712072 1.498395e-05 4.601880e-06 42.64050
#> 141 12.594039210 1013 0.5551834 0.30712072 1.498395e-05 4.601880e-06 42.64050
#> 142 12.835743708 1013 0.5515763 0.30433077 1.500689e-05 4.567060e-06 42.60446
#> 143 14.275232537 1013 0.7154877 0.24208241 1.514389e-05 3.666070e-06 42.39109
#> 144 17.417125513 1013 0.7373428 0.25325856 1.544485e-05 3.911540e-06 41.93271
#> 145 7.940632454 1013 0.3101238 0.20724488 1.454519e-05 3.014416e-06 43.34640
#> 146 7.837381218 1013 0.3215825 0.21883659 1.453552e-05 3.180904e-06 43.36233
#> 147 7.773709622 1013 0.3307771 0.22828872 1.452956e-05 3.316935e-06 43.37216
#> 148 10.468082402 1013 0.4118414 0.25395532 1.478277e-05 3.754164e-06 42.96012
#> 149 10.468082402 1013 0.4118414 0.25395532 1.478277e-05 3.754164e-06 42.96012
#> 150 10.345954855 1013 0.4055695 0.24779571 1.477125e-05 3.660253e-06 42.97863
#> 151 10.345954855 1013 0.4055695 0.24779571 1.477125e-05 3.660253e-06 42.97863
#> 152 10.231460278 1013 0.4776488 0.22781101 1.476046e-05 3.362595e-06 42.99599
#> 153 12.157481114 1013 0.7647263 0.25367360 1.494254e-05 3.790527e-06 42.70574
#> 154 7.482481342 1013 0.2984940 0.19569726 1.450231e-05 2.838062e-06 43.41717
#> 155 8.032934896 1013 0.2962285 0.19347350 1.455384e-05 2.815782e-06 43.33217
#> 156 8.399903932 1013 0.1712639 0.08069668 1.458823e-05 1.177222e-06 43.27569
#> 157 10.462670598 1013 0.1804428 0.08636376 1.478226e-05 1.276652e-06 42.96094
#> 158 11.201612308 1013 0.5573888 0.30883005 1.485205e-05 4.586758e-06 42.84930
#> 159 11.201612308 1013 0.5573888 0.30883005 1.485205e-05 4.586758e-06 42.84930
#> 160 11.842028457 1013 0.5586635 0.30981933 1.491265e-05 4.620226e-06 42.75301
#> 161 12.268583588 1013 0.7356576 0.25239084 1.495307e-05 3.774018e-06 42.68912
#> 162 12.689146454 1013 0.7397986 0.25452489 1.499297e-05 3.816085e-06 42.62631
#> 163 5.093914320 1013 0.3098590 0.20697957 1.427966e-05 2.955599e-06 43.78988
#> 164 5.167411136 1013 0.3155544 0.21271230 1.428649e-05 3.038912e-06 43.77832
#> 165 5.212734172 1013 0.3281610 0.22558577 1.429070e-05 3.223779e-06 43.77119
#> 166 4.666227261 1013 0.3969404 0.23941413 1.423996e-05 3.409248e-06 43.85729
#> 167 4.666227261 1013 0.3969404 0.23941413 1.423996e-05 3.409248e-06 43.85729
#> 168 4.431750849 1013 0.4086469 0.25081088 1.421821e-05 3.566083e-06 43.89434
#> 169 4.431750849 1013 0.4086469 0.25081088 1.421821e-05 3.566083e-06 43.89434
#> 170 4.211929213 1013 0.4795439 0.22934970 1.419784e-05 3.256271e-06 43.92913
#> 171 4.538994367 1013 0.7646822 0.25365605 1.422816e-05 3.609058e-06 43.87739
#> 172 5.980034473 1013 0.2779347 0.17583097 1.436208e-05 2.525299e-06 43.65087
#> 173 5.423667933 1013 0.2840916 0.18170579 1.431031e-05 2.600266e-06 43.73804
#> 174 5.052756906 1013 0.1764712 0.08390077 1.427584e-05 1.197754e-06 43.79636
#> 175 5.596401189 1013 0.1826359 0.08773075 1.432637e-05 1.256864e-06 43.71094
#> 176 5.383928248 1013 0.5431391 0.29783347 1.430661e-05 4.260989e-06 43.74428
#> 177 5.383928248 1013 0.5431391 0.29783347 1.430661e-05 4.260989e-06 43.74428
#> 178 5.199785032 1013 0.5357146 0.29214931 1.428950e-05 4.174667e-06 43.77322
#> 179 5.178563225 1013 0.7238913 0.24635989 1.428753e-05 3.519874e-06 43.77656
#> 180 5.294302406 1013 0.7289400 0.24894171 1.429828e-05 3.559439e-06 43.75837
#> 181 1.513765537 1013 0.2880040 0.18547232 1.394884e-05 2.587123e-06 44.36067
#> 182 1.156822624 1013 0.3090665 0.20618600 1.391604e-05 2.869293e-06 44.41839
#> 183 0.936707828 1013 0.3355447 0.23324206 1.389584e-05 3.241094e-06 44.45406
#> 184 0.474415162 1013 0.3885854 0.23140234 1.385344e-05 3.205720e-06 44.52917
#> 185 0.474415162 1013 0.3885854 0.23140234 1.385344e-05 3.205720e-06 44.52917
#> 186 0.067754406 1013 0.3870653 0.22995566 1.381620e-05 3.177114e-06 44.59545
#> 187 0.067754406 1013 0.3870653 0.22995566 1.381620e-05 3.177114e-06 44.59545
#> 188 -0.313490052 1013 0.4555975 0.21022201 1.378133e-05 2.897138e-06 44.65776
#> 189 -0.769278882 1013 0.7313708 0.24045465 1.373968e-05 3.303771e-06 44.73249
#> 190 1.816129076 1013 0.2553513 0.15484181 1.397664e-05 2.164169e-06 44.31189
#> 191 1.301116278 1013 0.2829088 0.18057221 1.392930e-05 2.515244e-06 44.39504
#> 192 0.957774412 1013 0.1702096 0.08005146 1.389777e-05 1.112537e-06 44.45065
#> 193 0.278406107 1013 0.1734304 0.08202625 1.383549e-05 1.134873e-06 44.56109
#> 194 -0.077424856 1013 0.5180245 0.27873303 1.380292e-05 3.847328e-06 44.61915
#> 195 -0.077424856 1013 0.5180245 0.27873303 1.380292e-05 3.847328e-06 44.61915
#> 196 -0.385811691 1013 0.5388202 0.29452318 1.377471e-05 4.056973e-06 44.66960
#> 197 -0.570407603 1013 0.7019145 0.23522654 1.375785e-05 3.236210e-06 44.69985
#> 198 -0.724373984 1013 0.7202647 0.24451090 1.374378e-05 3.360505e-06 44.72512
#> 199 -0.138361143 1013 0.2448321 0.14537301 1.379734e-05 2.005761e-06 44.62911
#> 200 -1.379337638 1013 0.2614499 0.16042199 1.368403e-05 2.195220e-06 44.83290
#> 201 -2.144606477 1013 0.2739814 0.17209287 1.361437e-05 2.342936e-06 44.95950
#> 202 -2.452538053 1013 0.3325039 0.18032835 1.358638e-05 2.450010e-06 45.01065
#> 203 -2.452538053 1013 0.3325039 0.18032835 1.358638e-05 2.450010e-06 45.01065
#> 204 -3.557185253 1013 0.3789286 0.22227013 1.348620e-05 2.997579e-06 45.19508
#> 205 -3.557185253 1013 0.3789286 0.22227013 1.348620e-05 2.997579e-06 45.19508
#> 206 -4.592792003 1013 0.4098769 0.17563088 1.339258e-05 2.352150e-06 45.36936
#> 207 -5.461548369 1013 0.6682202 0.21576031 1.331426e-05 2.872690e-06 45.51660
#> 208 -0.059126606 1013 0.2146358 0.11932584 1.380459e-05 1.647244e-06 44.61617
#> 209 -1.166417621 1013 0.2307545 0.13301680 1.370345e-05 1.822788e-06 44.79781
#> 210 -1.904611631 1013 0.1647244 0.07671410 1.363620e-05 1.046089e-06 44.91972
#> 211 -2.889328092 1013 0.1553407 0.07108221 1.354673e-05 9.629314e-07 45.08339
#> 212 -3.608523637 1013 0.4836264 0.25316992 1.348155e-05 3.413123e-06 45.20368
#> 213 -3.608523637 1013 0.4836264 0.25316992 1.348155e-05 3.413123e-06 45.20368
#> 214 -4.231826442 1013 0.4878082 0.25623993 1.342518e-05 3.440066e-06 45.30846
#> 215 -4.491658964 1013 0.6499798 0.20960893 1.340171e-05 2.809117e-06 45.35228
#> 216 -4.538560535 1013 0.6781471 0.22338082 1.339747e-05 2.992738e-06 45.36020
#> height
#> 1 0.40
#> 2 0.20
#> 3 0.17
#> 4 0.03
#> 5 0.05
#> 6 0.05
#> 7 0.03
#> 8 0.07
#> 9 0.05
#> 10 0.40
#> 11 0.20
#> 12 0.20
#> 13 0.07
#> 14 0.03
#> 15 0.05
#> 16 0.05
#> 17 0.03
#> 18 0.04
#> 19 0.40
#> 20 0.20
#> 21 0.17
#> 22 0.03
#> 23 0.05
#> 24 0.05
#> 25 0.03
#> 26 0.07
#> 27 0.05
#> 28 0.40
#> 29 0.20
#> 30 0.20
#> 31 0.07
#> 32 0.03
#> 33 0.05
#> 34 0.05
#> 35 0.03
#> 36 0.04
#> 37 0.40
#> 38 0.20
#> 39 0.17
#> 40 0.03
#> 41 0.05
#> 42 0.05
#> 43 0.03
#> 44 0.07
#> 45 0.05
#> 46 0.40
#> 47 0.20
#> 48 0.20
#> 49 0.07
#> 50 0.03
#> 51 0.05
#> 52 0.05
#> 53 0.03
#> 54 0.04
#> 55 0.40
#> 56 0.20
#> 57 0.17
#> 58 0.03
#> 59 0.05
#> 60 0.05
#> 61 0.03
#> 62 0.07
#> 63 0.05
#> 64 0.40
#> 65 0.20
#> 66 0.20
#> 67 0.07
#> 68 0.03
#> 69 0.05
#> 70 0.05
#> 71 0.03
#> 72 0.04
#> 73 0.40
#> 74 0.20
#> 75 0.17
#> 76 0.03
#> 77 0.05
#> 78 0.05
#> 79 0.03
#> 80 0.07
#> 81 0.05
#> 82 0.40
#> 83 0.20
#> 84 0.20
#> 85 0.07
#> 86 0.03
#> 87 0.05
#> 88 0.05
#> 89 0.03
#> 90 0.04
#> 91 0.40
#> 92 0.20
#> 93 0.17
#> 94 0.03
#> 95 0.05
#> 96 0.05
#> 97 0.03
#> 98 0.07
#> 99 0.05
#> 100 0.40
#> 101 0.20
#> 102 0.20
#> 103 0.07
#> 104 0.03
#> 105 0.05
#> 106 0.05
#> 107 0.03
#> 108 0.04
#> 109 0.40
#> 110 0.20
#> 111 0.17
#> 112 0.03
#> 113 0.05
#> 114 0.05
#> 115 0.03
#> 116 0.07
#> 117 0.05
#> 118 0.40
#> 119 0.20
#> 120 0.20
#> 121 0.07
#> 122 0.03
#> 123 0.05
#> 124 0.05
#> 125 0.03
#> 126 0.04
#> 127 0.40
#> 128 0.20
#> 129 0.17
#> 130 0.03
#> 131 0.05
#> 132 0.05
#> 133 0.03
#> 134 0.07
#> 135 0.05
#> 136 0.40
#> 137 0.20
#> 138 0.20
#> 139 0.07
#> 140 0.03
#> 141 0.05
#> 142 0.05
#> 143 0.03
#> 144 0.04
#> 145 0.40
#> 146 0.20
#> 147 0.17
#> 148 0.03
#> 149 0.05
#> 150 0.05
#> 151 0.03
#> 152 0.07
#> 153 0.05
#> 154 0.40
#> 155 0.20
#> 156 0.20
#> 157 0.07
#> 158 0.03
#> 159 0.05
#> 160 0.05
#> 161 0.03
#> 162 0.04
#> 163 0.40
#> 164 0.20
#> 165 0.17
#> 166 0.03
#> 167 0.05
#> 168 0.05
#> 169 0.03
#> 170 0.07
#> 171 0.05
#> 172 0.40
#> 173 0.20
#> 174 0.20
#> 175 0.07
#> 176 0.03
#> 177 0.05
#> 178 0.05
#> 179 0.03
#> 180 0.04
#> 181 0.40
#> 182 0.20
#> 183 0.17
#> 184 0.03
#> 185 0.05
#> 186 0.05
#> 187 0.03
#> 188 0.07
#> 189 0.05
#> 190 0.40
#> 191 0.20
#> 192 0.20
#> 193 0.07
#> 194 0.03
#> 195 0.05
#> 196 0.05
#> 197 0.03
#> 198 0.04
#> 199 0.40
#> 200 0.20
#> 201 0.17
#> 202 0.03
#> 203 0.05
#> 204 0.05
#> 205 0.03
#> 206 0.07
#> 207 0.05
#> 208 0.40
#> 209 0.20
#> 210 0.20
#> 211 0.07
#> 212 0.03
#> 213 0.05
#> 214 0.05
#> 215 0.03
#> 216 0.04