23 - use case: phenology data
Located here: https://opendata.dwd.de/climate_environment/CDC/observations_germany/phenology
This example uses data in the subfolder annual/crops/hist
phenocrop_base <- paste0(sub("climate$", "phenology", dwdbase),
"/annual_reporters/crops/historical/")
# pheno_urls <- indexFTP("", base=phenocrop_base, dir="Pheno")
kohl_url <- "PH_Jahresmelder_Landwirtschaft_Kulturpflanze_Weisskohl_1951_1990_hist.txt"# 9 MB
kohl_file <- dataDWD(base=phenocrop_base, url=kohl_url, joinbf=TRUE, read=FALSE)
kohl <- read.table(kohl_file, sep=";", header=TRUE)
summary(kohl)
## Stations_id Referenzjahr Qualitaetsniveau Objekt_id Phase_id
## Min. : 98 Min. :1951 Min. : 1.000 Min. :244 Min. :11.00
## 1st Qu.: 9079 1st Qu.:1969 1st Qu.: 7.000 1st Qu.:244 1st Qu.:11.00
## Median :10234 Median :1977 Median :10.000 Median :244 Median :24.00
## Mean :10074 Mean :1975 Mean : 8.859 Mean :244 Mean :17.52
## 3rd Qu.:11206 3rd Qu.:1983 3rd Qu.:10.000 3rd Qu.:244 3rd Qu.:24.00
## Max. :19488 Max. :1990 Max. :10.000 Max. :244 Max. :24.00
## Eintrittsdatum Eintrittsdatum_QB Jultag eor
## Min. :19510406 Min. :1.000 Min. : 29.0 Length:47402
## 1st Qu.:19690623 1st Qu.:1.000 1st Qu.:146.0 Class :character
## Median :19770919 Median :1.000 Median :229.0 Mode :character
## Mean :19751882 Mean :1.109 Mean :213.5
## 3rd Qu.:19831022 3rd Qu.:1.000 3rd Qu.:282.0
## Max. :19901113 Max. :5.000 Max. :329.0
## X
## Mode:logical
## NA's:47402
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