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Update internal isd_history file data
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adamhsparks committed Jan 17, 2019
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Fetch, Clean and Correct Altitude in GSOD ‘isd\_history.csv’ Data
================
Adam H. Sparks
2018-12-19
2019-01-18

# Introduction

Expand Down Expand Up @@ -281,7 +281,7 @@ isd_history <-
str(isd_history)
```

## Classes 'tbl_df', 'tbl' and 'data.frame': 28100 obs. of 13 variables:
## Classes 'tbl_df', 'tbl' and 'data.frame': 28104 obs. of 13 variables:
## $ USAF : chr "008268" "010010" "010014" "010015" ...
## $ WBAN : chr "99999" "99999" "99999" "99999" ...
## $ STN_NAME : chr "WXPOD8278" "JAN MAYEN(NOR-NAVY)" "SORSTOKKEN" "BRINGELAND" ...
Expand All @@ -292,15 +292,15 @@ str(isd_history)
## $ LON : num 65.57 -8.67 5.34 5.87 11.23 ...
## $ ELEV_M : num 1156.7 9 48.8 327 14 ...
## $ BEGIN : int 20100519 19310101 19861120 19870117 19870116 19880320 19861109 19850601 19730101 19310103 ...
## $ END : int 20120323 20181216 20181216 20081231 19910806 20050228 20181216 20181216 20140523 20041030 ...
## $ END : int 20120323 20190115 20190115 20081231 19910806 20050228 20190115 20190115 20140523 20041030 ...
## $ STNID : chr "008268-99999" "010010-99999" "010014-99999" "010015-99999" ...
## $ ELEV_M_SRTM_90m: num 1160 NA 48 NA NA 48 NA NA NA NA ...

``` r
isd_history
```

## # A tibble: 28,100 x 13
## # A tibble: 28,104 x 13
## USAF WBAN STN_NAME CTRY STATE CALL LAT LON ELEV_M BEGIN END
## <chr> <chr> <chr> <chr> <chr> <chr> <dbl> <dbl> <dbl> <int> <int>
## 1 0082… 99999 WXPOD82… AF <NA> <NA> 33.0 65.6 1157. 2.01e7 2.01e7
Expand All @@ -313,7 +313,7 @@ isd_history
## 8 0100… 99999 HORNSUND NO <NA> <NA> 77 15.5 12 1.99e7 2.02e7
## 9 0100… 99999 NY-ALES… NO <NA> ENAS 78.9 11.9 8 1.97e7 2.01e7
## 10 0100… 99999 ISFJORD… SV <NA> <NA> 78.1 13.6 9 1.93e7 2.00e7
## # ... with 28,090 more rows, and 2 more variables: STNID <chr>,
## # … with 28,094 more rows, and 2 more variables: STNID <chr>,
## # ELEV_M_SRTM_90m <dbl>

# Figures
Expand Down Expand Up @@ -376,85 +376,83 @@ website](http://www7.ncdc.noaa.gov/CDO/cdoselect.cmd?datasetabbv=GSOD&countryabb

## ─ Session info ──────────────────────────────────────────────────────────
## setting value
## version R version 3.5.1 (2018-07-02)
## os macOS 10.14.2
## version R version 3.5.2 (2018-12-20)
## os macOS Mojave 10.14.2
## system x86_64, darwin18.2.0
## ui X11
## language (EN)
## collate en_AU.UTF-8
## ctype en_AU.UTF-8
## tz Australia/Brisbane
## date 2018-12-19
## date 2019-01-18
##
## ─ Packages ──────────────────────────────────────────────────────────────
## package * version date lib source
## assertthat 0.2.0 2017-04-11 [1] CRAN (R 3.5.1)
## bindr 0.1.1 2018-03-13 [1] CRAN (R 3.5.1)
## bindrcpp * 0.2.2 2018-03-29 [1] CRAN (R 3.5.1)
## class 7.3-14 2015-08-30 [3] CRAN (R 3.5.1)
## classInt 0.2-3 2018-04-16 [1] CRAN (R 3.5.1)
## cli 1.0.1 2018-09-25 [1] CRAN (R 3.5.1)
## codetools 0.2-15 2016-10-05 [3] CRAN (R 3.5.1)
## colorout * 1.2-0 2018-11-06 [1] local
## colorspace 1.3-2 2016-12-14 [1] CRAN (R 3.5.1)
## crayon 1.3.4 2017-09-16 [1] CRAN (R 3.5.1)
## curl 3.2 2018-03-28 [1] CRAN (R 3.5.1)
## DBI 1.0.0 2018-05-02 [1] CRAN (R 3.5.1)
## digest 0.6.18 2018-10-10 [1] CRAN (R 3.5.1)
## doParallel * 1.0.14 2018-09-24 [1] CRAN (R 3.5.1)
## dplyr * 0.7.8 2018-11-10 [1] CRAN (R 3.5.1)
## e1071 1.7-0 2018-07-28 [1] CRAN (R 3.5.1)
## evaluate 0.12 2018-10-09 [1] CRAN (R 3.5.1)
## extrafont 0.17 2014-12-08 [1] CRAN (R 3.5.1)
## extrafontdb 1.0 2012-06-11 [1] CRAN (R 3.5.1)
## fansi 0.4.0 2018-10-05 [1] CRAN (R 3.5.1)
## foreach * 1.4.4 2017-12-12 [1] CRAN (R 3.5.1)
## ggplot2 * 3.1.0 2018-10-25 [1] CRAN (R 3.5.1)
## glue 1.3.0 2018-07-17 [1] CRAN (R 3.5.1)
## gtable 0.2.0 2016-02-26 [1] CRAN (R 3.5.1)
## highr 0.7 2018-06-09 [1] CRAN (R 3.5.1)
## hms 0.4.2 2018-03-10 [1] CRAN (R 3.5.1)
## hrbrthemes * 0.5.0.1 2018-08-19 [1] CRAN (R 3.5.1)
## htmltools 0.3.6 2017-04-28 [1] CRAN (R 3.5.1)
## iterators * 1.0.10 2018-07-13 [1] CRAN (R 3.5.1)
## knitr 1.21 2018-12-10 [1] CRAN (R 3.5.1)
## labeling 0.3 2014-08-23 [1] CRAN (R 3.5.1)
## lattice 0.20-35 2017-03-25 [3] CRAN (R 3.5.1)
## lazyeval 0.2.1 2017-10-29 [1] CRAN (R 3.5.1)
## magrittr * 1.5 2014-11-22 [1] CRAN (R 3.5.1)
## munsell 0.5.0 2018-06-12 [1] CRAN (R 3.5.1)
## pillar 1.3.1 2018-12-15 [1] CRAN (R 3.5.1)
## pkgconfig 2.0.2 2018-08-16 [1] CRAN (R 3.5.1)
## plyr 1.8.4 2016-06-08 [1] CRAN (R 3.5.1)
## purrr 0.2.5 2018-05-29 [1] CRAN (R 3.5.1)
## R6 2.3.0 2018-10-04 [1] CRAN (R 3.5.1)
## raster * 2.8-4 2018-11-03 [1] CRAN (R 3.5.1)
## Rcpp 1.0.0 2018-11-07 [1] CRAN (R 3.5.1)
## readr * 1.3.0 2018-12-11 [1] CRAN (R 3.5.1)
## rgdal 1.3-6 2018-10-16 [1] CRAN (R 3.5.1)
## rlang 0.3.0.1 2018-10-25 [1] CRAN (R 3.5.1)
## rmarkdown 1.11 2018-12-08 [1] CRAN (R 3.5.1)
## rnaturalearth * 0.1.0 2017-03-21 [1] CRAN (R 3.5.1)
## assertthat 0.2.0 2017-04-11 [1] CRAN (R 3.5.2)
## bindr 0.1.1 2018-03-13 [1] CRAN (R 3.5.2)
## bindrcpp * 0.2.2 2018-03-29 [1] CRAN (R 3.5.2)
## class 7.3-14 2015-08-30 [3] CRAN (R 3.5.2)
## classInt 0.3-1 2018-12-18 [1] CRAN (R 3.5.2)
## cli 1.0.1 2018-09-25 [1] CRAN (R 3.5.2)
## codetools 0.2-15 2016-10-05 [3] CRAN (R 3.5.2)
## colorspace 1.4-0 2019-01-13 [1] CRAN (R 3.5.2)
## crayon 1.3.4 2017-09-16 [1] CRAN (R 3.5.2)
## curl 3.3 2019-01-10 [1] CRAN (R 3.5.2)
## DBI 1.0.0 2018-05-02 [1] CRAN (R 3.5.2)
## digest 0.6.18 2018-10-10 [1] CRAN (R 3.5.2)
## doParallel * 1.0.14 2018-09-24 [1] CRAN (R 3.5.2)
## dplyr * 0.7.8 2018-11-10 [1] CRAN (R 3.5.2)
## e1071 1.7-0 2018-07-28 [1] CRAN (R 3.5.2)
## evaluate 0.12 2018-10-09 [1] CRAN (R 3.5.2)
## extrafont 0.17 2014-12-08 [1] CRAN (R 3.5.2)
## extrafontdb 1.0 2012-06-11 [1] CRAN (R 3.5.2)
## fansi 0.4.0 2018-10-05 [1] CRAN (R 3.5.2)
## foreach * 1.4.4 2017-12-12 [1] CRAN (R 3.5.2)
## ggplot2 * 3.1.0 2018-10-25 [1] CRAN (R 3.5.2)
## glue 1.3.0 2018-07-17 [1] CRAN (R 3.5.2)
## gtable 0.2.0 2016-02-26 [1] CRAN (R 3.5.2)
## highr 0.7 2018-06-09 [1] CRAN (R 3.5.2)
## hms 0.4.2 2018-03-10 [1] CRAN (R 3.5.2)
## hrbrthemes * 0.5.0.1 2018-08-19 [1] CRAN (R 3.5.2)
## htmltools 0.3.6 2017-04-28 [1] CRAN (R 3.5.2)
## iterators * 1.0.10 2018-07-13 [1] CRAN (R 3.5.2)
## knitr 1.21 2018-12-10 [1] CRAN (R 3.5.2)
## labeling 0.3 2014-08-23 [1] CRAN (R 3.5.2)
## lattice 0.20-38 2018-11-04 [3] CRAN (R 3.5.2)
## lazyeval 0.2.1 2017-10-29 [1] CRAN (R 3.5.2)
## magrittr * 1.5 2014-11-22 [1] CRAN (R 3.5.2)
## munsell 0.5.0 2018-06-12 [1] CRAN (R 3.5.2)
## pillar 1.3.1 2018-12-15 [1] CRAN (R 3.5.2)
## pkgconfig 2.0.2 2018-08-16 [1] CRAN (R 3.5.2)
## plyr 1.8.4 2016-06-08 [1] CRAN (R 3.5.2)
## purrr 0.2.5 2018-05-29 [1] CRAN (R 3.5.2)
## R6 2.3.0 2018-10-04 [1] CRAN (R 3.5.2)
## raster * 2.8-4 2018-11-03 [1] CRAN (R 3.5.2)
## Rcpp 1.0.0 2018-11-07 [1] CRAN (R 3.5.2)
## readr * 1.3.1 2018-12-21 [1] CRAN (R 3.5.2)
## rgdal 1.3-6 2018-10-16 [1] CRAN (R 3.5.2)
## rlang 0.3.1 2019-01-08 [1] CRAN (R 3.5.2)
## rmarkdown 1.11 2018-12-08 [1] CRAN (R 3.5.2)
## rnaturalearth * 0.1.0 2017-03-21 [1] CRAN (R 3.5.2)
## rnaturalearthhires 0.2.0 2018-11-19 [1] local
## Rttf2pt1 1.3.7 2018-06-29 [1] CRAN (R 3.5.1)
## scales 1.0.0 2018-08-09 [1] CRAN (R 3.5.1)
## sessioninfo * 1.1.1 2018-11-05 [1] CRAN (R 3.5.1)
## sf 0.7-1 2018-10-24 [1] CRAN (R 3.5.1)
## sp * 1.3-1 2018-06-05 [1] CRAN (R 3.5.1)
## spData 0.2.9.6 2018-12-03 [1] CRAN (R 3.5.1)
## stringi 1.2.4 2018-07-20 [1] CRAN (R 3.5.1)
## stringr 1.3.1 2018-05-10 [1] CRAN (R 3.5.1)
## tibble 1.4.2 2018-01-22 [1] CRAN (R 3.5.1)
## tidyselect 0.2.5 2018-10-11 [1] CRAN (R 3.5.1)
## units 0.6-2 2018-12-05 [1] CRAN (R 3.5.1)
## utf8 1.1.4 2018-05-24 [1] CRAN (R 3.5.1)
## withr 2.1.2 2018-03-15 [1] CRAN (R 3.5.1)
## xfun 0.4 2018-10-23 [1] CRAN (R 3.5.1)
## yaml 2.2.0 2018-07-25 [1] CRAN (R 3.5.1)
## Rttf2pt1 1.3.7 2018-06-29 [1] CRAN (R 3.5.2)
## scales 1.0.0 2018-08-09 [1] CRAN (R 3.5.2)
## sessioninfo * 1.1.1 2018-11-05 [1] CRAN (R 3.5.2)
## sf 0.7-2 2018-12-20 [1] CRAN (R 3.5.2)
## sp * 1.3-1 2018-06-05 [1] CRAN (R 3.5.2)
## stringi 1.2.4 2018-07-20 [1] CRAN (R 3.5.2)
## stringr 1.3.1 2018-05-10 [1] CRAN (R 3.5.2)
## tibble 2.0.1 2019-01-12 [1] CRAN (R 3.5.2)
## tidyselect 0.2.5 2018-10-11 [1] CRAN (R 3.5.2)
## units 0.6-2 2018-12-05 [1] CRAN (R 3.5.2)
## utf8 1.1.4 2018-05-24 [1] CRAN (R 3.5.2)
## withr 2.1.2 2018-03-15 [1] CRAN (R 3.5.2)
## xfun 0.4 2018-10-23 [1] CRAN (R 3.5.2)
## yaml 2.2.0 2018-07-25 [1] CRAN (R 3.5.2)
##
## [1] /Users/U8004755/Library/R/3.x/library
## [2] /usr/local/lib/R/3.5/site-library
## [3] /usr/local/Cellar/r/3.5.1/lib/R/library
## [3] /usr/local/Cellar/r/3.5.2/lib/R/library

# References

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