Get map unit properties from Soil Data Access

get_SDA_property(
  property,
  method = c("Dominant Component (Category)", "Weighted Average", "Min/Max",
    "Dominant Component (Numeric)", "Dominant Condition", "None"),
  areasymbols = NULL,
  mukeys = NULL,
  top_depth = 0,
  bottom_depth = 200,
  FUN = NULL,
  include_minors = FALSE,
  miscellaneous_areas = FALSE,
  query_string = FALSE
)

Arguments

property

character vector of labels from property dictionary tables (see details) OR physical column names from component or chorizon table.

method

one of: "Dominant Component (Category)", "Dominant Component (Numeric)", "Weighted Average", "MIN", "MAX", "Dominant Condition", or "None". If "None" is selected, the number of rows returned will depend on whether a component or horizon level property was selected, otherwise the result will be 1:1 with the number of map units.

areasymbols

vector of soil survey area symbols

mukeys

vector of map unit keys

top_depth

Default: 0 (centimeters); a numeric value for upper boundary (top depth) used only for method="weighted average" and "dominant component (numeric)"

bottom_depth

Default: 200 (centimeters); a numeric value for lower boundary (bottom depth) used only for method="weighted average" and "dominant component (numeric)"

FUN

Optional: character representing SQL aggregation function either "MIN" or "MAX" used only for method="min/max"; this argument is calculated internally if you specify method="MIN" or method="MAX"

include_minors

Include minor components in "Weighted Average" results?

miscellaneous_areas

Include miscellaneous areas (non-soil components) in "Weighted Average", "MIN" or "MAX" results?

query_string

Default: FALSE; if TRUE return a character string containing query that would be sent to SDA via SDA_query

Value

a data.frame with result

Details

The property argument refers to one of the property names or columns specified in the tables below. Note that property can be specified as either a character vector of labeled properties, such as "Bulk Density 0.33 bar H2O - Rep Value", OR physical column names such as "dbthirdbar_r". To get "low" and "high" values for a particular property, replace the _r with _l or _h in the physical column name; for example property = c("dbthirdbar_l","dbthirdbar_r","dbthirdbar_h"). You can view exhaustive lists of component and component horizon level properties in the Soil Data Access "Tables and Columns Report".

Selected Component-level Properties

Property (Component)Column
Range Production - Favorable Yearrsprod_h
Range Production - Normal Yearrsprod_r
Range Production - Unfavorable Yearrsprod_l
Corrosion of Steelcorsteel
Corrosion of Concretecorcon
Drainage Classdrainagecl
Hydrologic Grouphydgrp
Taxonomic Class Nametaxclname
Taxonomic Ordertaxorder
Taxonomic Subordertaxsuborder
Taxonomic Temperature Regimetaxtempregime
Wind Erodibility Groupweg
Wind Erodibility Indexwei
t Factortfact

Selected Horizon-level Properties

Property (Horizon)Column
0.1 bar H2O - Rep Valuewtenthbar_r
0.33 bar H2O - Rep Valuewthirdbar_r
15 bar H2O - Rep Valuewfifteenbar_r
Available Water Capacity - Rep Valueawc_r
Bray 1 Phosphate - Rep Valuepbray1_r
Bulk Density 0.1 bar H2O - Rep Valuedbtenthbar_r
Bulk Density 0.33 bar H2O - Rep Valuedbthirdbar_r
Bulk Density 15 bar H2O - Rep Valuedbfifteenbar_r
Bulk Density oven dry - Rep Valuedbovendry_r
CaCO3 Clay - Rep Valueclaysizedcarb_r
Calcium Carbonate - Rep Valuecaco3_r
Cation Exchange Capacity - Rep Valuecec7_r
Coarse Sand - Rep Valuesandco_r
Coarse Silt - Rep Valuesiltco_r
Effective Cation Exchange Capacity - Rep Valueecec_r
Electrial Conductivity 1:5 by volume - Rep Valueec15_r
Electrical Conductivity - Rep Valueec_r
Exchangeable Sodium Percentage - Rep Valueesp_r
Extract Aluminum - Rep Valueextral_r
Extractable Acidity - Rep Valueextracid_r
Fine Sand - Rep Valuesandfine_r
Fine Silt - Rep Valuesiltfine_r
Free Iron - Rep Valuefreeiron_r
Gypsum - Rep Valuegypsum_r
Kfkffact
Kikifact
Krkrfact
Kwkwfact
LEP - Rep Valuelep_r
Liquid Limit - Rep Valuell_r
Medium Sand - Rep Valuesandmed_r
Organic Matter - Rep Valueom_r
Oxalate Aluminum - Rep Valuealoxalate_r
Oxalate Iron - Rep Valuefeoxalate_r
Oxalate Phosphate - Rep Valuepoxalate_r
Plasticity Index - Rep Valuepi_r
Rock Fragments 3 - 10 inches - Rep Valuefrag3to10_r
Rock Fragments > 10 inches - Rep Valuefraggt10_r
Rubbed Fiber % - Rep Valuefiberrubbedpct_r
Satiated H2O - Rep Valuewsatiated_r
Saturated Hydraulic Conductivity - Rep Valueksat_r
Sodium Adsorption Ratio - Rep Valuesar_r
Sum of Bases - Rep Valuesumbases_r
Total Clay - Rep Valueclaytotal_r
Total Phosphate - Rep Valueptotal_r
Total Sand - Rep Valuesandtotal_r
Total Silt - Rep Valuesilttotal_r
Unrubbed Fiber % - Rep Valuefiberunrubbedpct_r
Very Coarse Sand - Rep Valuesandvc_r
Very Fine Sand - Rep Valuesandvf_r
Water Soluble Phosphate - Rep Valueph2osoluble_r
no. 10 sieve - Rep Valuesieveno10_r
no. 200 sieve - Rep Valuesieveno200_r
no. 4 sieve - Rep Valuesieveno4_r
no. 40 sieve - Rep Valuesieveno40_r
pH .01M CaCl2 - Rep Valueph01mcacl2_r
pH 1:1 water - Rep Valueph1to1h2o_r
pH Oxidized - Rep Valuephoxidized_r

Author

Jason Nemecek, Chad Ferguson, Andrew Brown

Examples

# \donttest{ if(requireNamespace("curl") & curl::has_internet()) { # get 1/3 bar bulk density [0,25] centimeter depth weighted average from dominant component get_SDA_property(property = c("dbthirdbar_l","dbthirdbar_r","dbthirdbar_h"), method = "Dominant Component (Numeric)", areasymbols = "CA630", top_depth = 0, bottom_depth = 25) }
#> areasymbol musym #> 1 CA630 1012 #> 2 CA630 1013 #> 3 CA630 1090 #> 4 CA630 1091 #> 5 CA630 128 #> 6 CA630 206 #> 7 CA630 207 #> 8 CA630 208 #> 9 CA630 209 #> 10 CA630 212 #> 11 CA630 220 #> 12 CA630 301 #> 13 CA630 3020 #> 14 CA630 3021 #> 15 CA630 3033 #> 16 CA630 3038 #> 17 CA630 3046 #> 18 CA630 3058 #> 19 CA630 401 #> 20 CA630 4040 #> 21 CA630 4046 #> 22 CA630 4048 #> 23 CA630 4136 #> 24 CA630 4200 #> 25 CA630 4201 #> 26 CA630 4202 #> 27 CA630 451 #> 28 CA630 475 #> 29 CA630 5012 #> 30 CA630 5013 #> 31 CA630 5015 #> 32 CA630 5016 #> 33 CA630 5051 #> 34 CA630 5053 #> 35 CA630 5057 #> 36 CA630 5100 #> 37 CA630 5101 #> 38 CA630 5201 #> 39 CA630 5202 #> 40 CA630 6029 #> 41 CA630 6033 #> 42 CA630 6034 #> 43 CA630 6036 #> 44 CA630 6037 #> 45 CA630 6038 #> 46 CA630 6039 #> 47 CA630 6041 #> 48 CA630 6043 #> 49 CA630 6054 #> 50 CA630 6055 #> 51 CA630 6070 #> 52 CA630 6071 #> 53 CA630 6072 #> 54 CA630 6074 #> 55 CA630 6075 #> 56 CA630 6076 #> 57 CA630 6078 #> 58 CA630 6079 #> 59 CA630 6202 #> 60 CA630 6205 #> 61 CA630 6206 #> 62 CA630 6207 #> 63 CA630 7065 #> 64 CA630 7066 #> 65 CA630 7074 #> 66 CA630 7076 #> 67 CA630 7078 #> 68 CA630 7079 #> 69 CA630 7083 #> 70 CA630 7085 #> 71 CA630 7086 #> 72 CA630 7087 #> 73 CA630 7088 #> 74 CA630 7089 #> 75 CA630 7091 #> 76 CA630 7092 #> 77 CA630 7096 #> 78 CA630 7155 #> 79 CA630 7156 #> 80 CA630 7159 #> 81 CA630 7165 #> 82 CA630 7166 #> 83 CA630 7207 #> 84 CA630 7210 #> 85 CA630 7211 #> 86 CA630 7212 #> 87 CA630 8026 #> 88 CA630 8033 #> 89 CA630 8034 #> 90 CA630 8036 #> 91 CA630 8110 #> 92 CA630 8111 #> 93 CA630 8115 #> 94 CA630 8120 #> 95 CA630 8160 #> 96 CA630 8161 #> 97 CA630 8162 #> 98 CA630 8171 #> 99 CA630 8172 #> 100 CA630 8173 #> 101 CA630 8175 #> 102 CA630 8176 #> 103 CA630 8177 #> 104 CA630 8178 #> 105 CA630 8190 #> 106 CA630 8194 #> 107 CA630 8286 #> 108 CA630 8287 #> 109 CA630 8289 #> 110 CA630 8302 #> 111 CA630 8307 #> 112 CA630 8312 #> 113 CA630 8314 #> 114 CA630 8317 #> 115 CA630 8318 #> 116 CA630 8319 #> 117 CA630 851 #> 118 CA630 9010 #> 119 CA630 9011 #> 120 CA630 9012 #> 121 CA630 9013 #> 122 CA630 9014 #> 123 CA630 9015 #> 124 CA630 9016 #> 125 CA630 9017 #> 126 CA630 9018 #> 127 CA630 DAM #> 128 CA630 W #> muname #> 1 Mined Land #> 2 Mined Land-Anthraltic Xerorthents complex, 1 to 15 percent slopes #> 3 Ultic Haploxeralfs-Mollic Haploxeralfs complex, 3 to 30 percent slopes #> 4 Ultic Haploxeralfs-Aquic Dystroxerepts complex, 2 to 8 percent slopes #> 5 Cogna loam, 0 to 2 percent slopes, overwash #> 6 Pentz sandy loam, 2 to 15 percent slopes #> 7 Pentz sandy loam, 15 to 50 percent slopes #> 8 Pentz cobbly sandy loam, 2 to 8 percent slopes #> 9 Pentz-Bellota complex, 2 to 15 percent slopes #> 10 Peters clay, 2 to 8 percent slopes #> 11 Redding gravelly loam, 0 to 8 percent slopes, dry #> 12 Archerdale-Hicksville association, 0 to 2 percent slopes #> 13 Iron Mountain-Rock outcrop complex, 3 to 15 percent slopes #> 14 Iron Mountain-Crozier-Rock outcrop complex, 15 to 60 percent slopes #> 15 Redapple-Lilygap complex, 15 to 30 percent slopes, low precipitation #> 16 Devilsnose-Lilygap complex, 30 to 60 percent slopes, low precipitation #> 17 Goldwall-Toomes-Rock outcrop complex, 1 to 8 percent slopes #> 18 Shawsflat-Angelscreek complex, 25 to 60 percent slopes #> 19 Peters-Pentz association, 2 to 8 percent slopes #> 20 Iron Mountain-Redapple-Devilsnose complex, 3 to 15 percent slopes #> 21 Redapple-Lilygap complex, 15 to 30 percent slopes #> 22 Devilsnose-Lilygap complex, 30 to 60 percent slopes #> 23 Ultic Haploxeralfs, shallow-Ultic Haploxeralfs, moderately deep complex, 10 to 35 percent slopes #> 24 Inks-Angelscreek complex, 3 to 15 percent slopes #> 25 Angelscreek-Pentz complex, 15 to 30 percent slopes #> 26 Angelscreek-Pentz complex, 30 to 60 percent slopes #> 27 Pentz-Peters association, 2 to 15 percent slopes #> 28 Pentz-Peters association, 2 to 50 percent slopes #> 29 Amador sandy loam, 2 to 15 percent slopes #> 30 Miltonhills-Amador complex, 15 to 45 percent slopes #> 31 Ospital-Jennylind complex, 2 to 15 percent slopes #> 32 Jennylind-Rock outcrop complex, 10 to 45 percent slopes #> 33 Fuches-Lithic Xerorthents complex, 3 to 15 percent slopes #> 34 Fuches-Lithic Xerorthents complex, 15 to 50 percent slopes #> 35 Supan loam, 5 to 30 percent slopes #> 36 Ultic Haploxeralfs-Typic Palexerults-Aquultic haploxeralfs complex, 1 to 12 percent slopes #> 37 Hornitos-Red Bluff-Ultic Haploxeralfs, shallow, complex, 3 to 25 percent slopes #> 38 Pardee cobbly loam, 2 to 15 percent slopes #> 39 Pardee-Amador complex, 15 to 40 percent slopes #> 40 Holland-Chawanakee-Rock outcrop complex, 45 to 90 percent slopes #> 41 Musick-Wukusick complex, 3 to 15 percent slopes, low precipitation #> 42 Musick-Wukusick complex, 3 to 15 percent slopes #> 43 Musick-Wukusick complex, 15 to 30 percent slopes, low precipitation #> 44 Musick-Wukusick complex, 15 to 30 percent slopes #> 45 Musick-Wukusick complex, 30 to 60 percent slopes, low precipitation #> 46 Holland-Wukusick-Mantree complex, 30 to 60 percent slopes #> 47 Mantree ashy sandy loam, 3 to 15 percent slopes #> 48 Mantree ashy sandy loam, 15 to 30 percent slopes #> 49 Shaver-Holland-Chawanakee complex, 8 to 30 percent slopes #> 50 Shaver-Lithic Humixerepts-Holland complex, 30 to 60 percent slopes #> 51 Sierra-Verjeles-Aquic Haploxeralfs complex, 0 to 8 percent slopes #> 52 Sierra-Flanly complex, 3 to 15 percent slopes #> 53 Flanly-Verjeles complex, 0 to 8 percent slopes #> 54 Sierra-Orose complex, 8 to 30 percent slopes #> 55 Sierra-Flanly complex, 30 to 60 percent slopes #> 56 Auberry-Hurleton-Rock outcrop complex, 20 to 60 percent slopes #> 57 Sierra-Flanly complex, 15 to 65 percent slopes #> 58 Flanly loam, 8 to 30 percent slopes #> 59 Musick-Ultic Haploxeralfs, moderately well drained, complex, 1 to 8 percent slopes #> 60 Musick fine sandy loam, 3 to 8 percent slopes #> 61 Musick-Hotaw complex, 8 to 30 percent slopes #> 62 Musick-Hotaw-Chawanakee complex, 30 to 60 percent slopes #> 63 Bonanza-Loafercreek complex, 3 to 15 percent slopes, low precipitation #> 64 Bonanza-Loafercreek-Jasperpeak complex, 15 to 30 percent slopes #> 65 Loafercreek-Bonanza complex, 3 to 15 percent slopes #> 66 Bonanza-Loafercreek-Gopheridge complex, 15 to 30 percent slopes #> 67 Jasperpeak-Gopheridge complex, 30 to 60 percent slopes #> 68 Gopheridge-Loafercreek complex, 30 to 60 percent slopes #> 69 Aquic Haploxeralfs-Loafercreek-Dunstone complex, 1 to 12 percent slopes #> 70 Bonanza-Loafercreek complex, 3 to 15 percent slopes #> 71 Loafercreek-Gopheridge complex, 15 to 30 percent slopes #> 72 Loafercreek-Gopheridge complex, cool, 15 to 30 percent slopes #> 73 Loafercreek-Gopheridge complex, 30 to 60 percent slopes #> 74 Gardellones-Gopheridge-Motherlode complex, 30 to 60 percent slopes #> 75 Trabuco-Jasperpeak-Rock outcrop complex, 8 to 30 percent slopes #> 76 Gopheridge-Jasperpeak-Rock outcrop complex, 30 to 60 percent slopes #> 77 Gopheridge-Jasperpeak complex, 50 to 90 percent slopes #> 78 Crimeahouse-Sixbit complex, 3 to 15 percent slopes #> 79 Crimeahouse-Sixbit complex, 15 to 30 percent slopes #> 80 Crimeahouse-Sixbit complex, 30 to 70 percent slopes #> 81 Sixbit-Crimeahouse complex, 5 to 20 percent slopes #> 82 Sixbit-Rock outcrop complex, 20 to 45 percent slopes #> 83 Millvilla-Copperopolis-Hetchy complex, 30 to 60 percent slopes #> 84 Deerflat-Millvilla complex, 3 to 15 percent slopes #> 85 Millvilla-Luckymine complex, 15 to 30 percent slopes #> 86 Wardsferry-Millvilla complex, 30 to 60 percent slopes #> 87 Moccasinhill-Copperopolis complex, 30 to 60 percent slopes #> 88 Copperopolis-Whiterock complex, 2 to 8 percent slopes, rocky #> 89 Copperopolis-Whiterock complex, 3 to 15 percent slopes, rocky #> 90 Copperopolis-Whiterock complex, 15 to 30 percent slopes, rocky #> 91 Cumulic Humixerepts-Riverwash complex, 0 to 8 percent slopes #> 92 Psammentic Haploxerolls-Mollic Fluvaquents-Riverwash-complex, 0 to 8 percent slopes #> 93 Sanguinetti-Copperopolis complex, 30 to 60 percent slopes #> 94 Fluventic Haploxerepts-Oxyaquic Xerofluvents complex, 0 to 8 percent slopes #> 95 Nedsgulch-Sites complex, 3 to 15 percent slopes #> 96 Nedsgulch-Sites complex, 15 to 30 percent slopes #> 97 Nedsgulch-Arpatutu complex, 30 to 60 percent slopes #> 98 Nedsgulch-Wallyhill complex, 3 to 15 percent slopes #> 99 Nedsgulch-Wallyhill-Arpatutu complex, 15 to 30 percent slopes #> 100 Nedsgulch-Wallyhill-Arpatutu complex, 30 to 60 percent slopes #> 101 Copperopolis-Hetchy complex, 8 to 30 percent slopes #> 102 Sanguinetti-Moccasinhill-Deerflat complex, 60 to 90 percent slopes, cool #> 103 Moccasinhill-Copperopolis-Sanguinetti complex, 30 to 60 percent slopes #> 104 Moccasinhill-Copperopolis complex, 60 to 90 percent slopes #> 105 Lickinfork-Arpatutu complex, 40 to 90 percent slopes #> 106 Wallyhill, deep-Lickinfork complex, 40 to 90 percent slopes #> 107 Jocal gravelly silt loam, 8 to 30 percent slopes #> 108 Jocal-Fiddletown complex, 30 to 60 percent slopes #> 109 Fiddletown-Rock outcrop complex, 40 to 90 percent slopes #> 110 Tiger Creek-Nedsgulch complex, 3 to 15 percent slopes #> 111 Tiger Creek-Nedsgulch complex, 15 to 50 percent slopes #> 112 Aquariusmine-Millvilla complex, 3 to 30 percent slopes #> 113 Rock outcrop-Tiger Creek-Vertic Haploxerepts complex, 1 to 45 percent slopes #> 114 Beybek-Rock outcrop complex, 3 to 30 percent slopes #> 115 Aquariusmine-Hetchy-Rock outcrop complex, 30 to 60 percent slopes #> 116 Mollic Haploxeralfs-Pachic Argixerolls-Rock Outcrop complex, 50 to 90 percent slopes #> 117 Mckeonhills clay, 5 to 15 percent slopes #> 118 Urban land #> 119 Urban land-Sierra-Flanly complex, 3 to 25 percent slopes #> 120 Urban land-Copperopolis complex, 0 to 15 percent slopes #> 121 Urban land-Millvilla complex, 1 to 25 percent slopes #> 122 Urban land-Musick-Hotaw complex, 3 to 30 percent slopes #> 123 Urban land-Loafercreek-Dunstone complex, 3 to 15 percent slopes #> 124 Urban land-Nedsgulch-Wallyhill complex, 15 to 30 percent slopes #> 125 Urban land-Amador complex, 2 to 15 percent slopes #> 126 Urban land-Copperopolis-Whiterock complex, 8 to 30 percent slopes #> 127 Dams #> 128 Water #> mukey dbthirdbar_l dbthirdbar_r dbthirdbar_h #> 1 2403709 NA NA NA #> 2 2924914 NA NA NA #> 3 2924833 1.33 1.45 1.57 #> 4 2924834 1.45 1.52 1.60 #> 5 2924907 1.43 1.48 1.54 #> 6 2924879 1.38 1.48 1.58 #> 7 2924880 1.38 1.48 1.58 #> 8 2924881 1.40 1.48 1.57 #> 9 2924882 1.35 1.43 1.50 #> 10 2924883 1.19 1.28 1.38 #> 11 2924913 1.27 1.42 1.54 #> 12 2924908 1.37 1.38 1.39 #> 13 1913607 1.30 1.41 1.52 #> 14 2425107 1.28 1.39 1.50 #> 15 2480973 0.57 0.75 0.79 #> 16 2220266 0.39 0.48 0.66 #> 17 1865918 1.36 1.42 1.49 #> 18 2450845 1.15 1.31 1.47 #> 19 2924884 1.33 1.38 1.43 #> 20 2600460 1.33 1.46 1.58 #> 21 2220270 0.57 0.75 0.79 #> 22 2220269 0.39 0.48 0.66 #> 23 2374651 1.42 1.49 1.57 #> 24 2600527 1.32 1.42 1.52 #> 25 2600528 1.11 1.36 1.50 #> 26 2600538 1.12 1.40 1.50 #> 27 2924885 1.38 1.42 1.46 #> 28 2924886 1.38 1.42 1.46 #> 29 2766838 1.50 1.56 1.62 #> 30 2600529 1.42 1.47 1.52 #> 31 2766850 1.42 1.47 1.51 #> 32 2924887 1.45 1.49 1.53 #> 33 2600465 1.36 1.47 1.57 #> 34 2600467 1.35 1.46 1.58 #> 35 2600469 0.98 1.12 1.25 #> 36 2403696 1.51 1.74 1.74 #> 37 2450478 1.40 1.47 1.53 #> 38 2766836 1.37 1.42 1.47 #> 39 2766837 1.37 1.46 1.56 #> 40 1913590 1.14 1.26 1.39 #> 41 2924832 1.10 1.17 1.24 #> 42 1913591 1.10 1.17 1.24 #> 43 2924831 1.22 1.32 1.42 #> 44 1913592 1.22 1.32 1.42 #> 45 1900697 1.37 1.45 1.53 #> 46 2482710 0.79 0.87 0.94 #> 47 2220273 0.82 0.82 1.05 #> 48 2220271 0.82 0.82 1.05 #> 49 2924756 1.21 1.28 1.36 #> 50 2924755 1.47 1.50 1.53 #> 51 2399766 1.37 1.45 1.52 #> 52 2441253 1.31 1.40 1.49 #> 53 2924738 1.40 1.50 1.60 #> 54 2399769 1.34 1.47 1.59 #> 55 2399770 1.34 1.43 1.52 #> 56 2399771 1.33 1.41 1.48 #> 57 2924701 1.38 1.46 1.54 #> 58 2924739 1.31 1.41 1.51 #> 59 2403747 1.24 1.36 1.48 #> 60 2399773 1.15 1.26 1.38 #> 61 2399774 1.33 1.43 1.53 #> 62 2399775 1.29 1.42 1.55 #> 63 3225132 1.37 1.45 1.48 #> 64 3225133 1.38 1.48 1.52 #> 65 2924751 1.28 1.40 1.52 #> 66 2924752 1.33 1.43 1.54 #> 67 2924753 1.37 1.46 1.55 #> 68 2924754 1.33 1.41 1.49 #> 69 2450844 1.24 1.37 1.51 #> 70 2441798 1.33 1.45 1.57 #> 71 2440240 1.39 1.46 1.53 #> 72 2440242 1.17 1.25 1.33 #> 73 1865926 1.31 1.38 1.46 #> 74 2450843 1.26 1.37 1.48 #> 75 3225134 1.30 1.40 1.49 #> 76 3225135 1.33 1.44 1.50 #> 77 2426483 1.38 1.44 1.50 #> 78 1865927 1.29 1.40 1.51 #> 79 1865928 1.37 1.41 1.45 #> 80 1906347 1.32 1.42 1.53 #> 81 2600534 1.36 1.45 1.54 #> 82 2766830 1.36 1.43 1.50 #> 83 1913600 1.32 1.41 1.50 #> 84 2600456 1.30 1.47 1.55 #> 85 2600457 1.32 1.44 1.56 #> 86 2600458 1.30 1.39 1.48 #> 87 2426355 1.30 1.35 1.39 #> 88 1865929 1.36 1.43 1.50 #> 89 1865930 1.36 1.43 1.50 #> 90 1865931 1.36 1.43 1.50 #> 91 2399780 1.20 1.30 1.41 #> 92 2924955 1.46 1.52 1.58 #> 93 2399783 1.24 1.36 1.46 #> 94 2924909 1.39 1.46 1.54 #> 95 1913602 1.07 1.14 1.21 #> 96 2220301 1.02 1.10 1.17 #> 97 2452459 1.05 1.16 1.27 #> 98 2383083 1.30 1.30 1.43 #> 99 2383084 1.31 1.38 1.46 #> 100 1913601 1.26 1.35 1.45 #> 101 2424962 1.31 1.38 1.45 #> 102 2424963 1.18 1.29 1.39 #> 103 1913605 1.33 1.40 1.47 #> 104 1913606 1.32 1.41 1.50 #> 105 2455490 1.29 1.37 1.46 #> 106 2483494 0.98 1.09 1.20 #> 107 2455492 1.01 1.08 1.16 #> 108 2455495 0.79 0.86 1.02 #> 109 2455494 0.82 0.92 1.02 #> 110 2436792 1.24 1.34 1.44 #> 111 2436790 1.11 1.27 1.42 #> 112 2403711 1.33 1.44 1.55 #> 113 2403710 NA NA NA #> 114 2424959 1.13 1.37 1.48 #> 115 2424960 1.23 1.35 1.47 #> 116 2424961 1.34 1.44 1.54 #> 117 2924890 1.06 1.11 1.30 #> 118 2403722 NA NA NA #> 119 2403721 NA NA NA #> 120 2403720 NA NA NA #> 121 2403719 NA NA NA #> 122 2424975 NA NA NA #> 123 2600480 NA NA NA #> 124 2600481 NA NA NA #> 125 2600537 NA NA NA #> 126 2924835 NA NA NA #> 127 2924912 NA NA NA #> 128 2462630 NA NA NA
# }