Tutorial big data analysis: Weather changes in the Carpathian-Basin from 1900 to 2014 - Part 2/9
Preparation - Dataset
Weather data from NOAA — National Climatic Center — is accessible using a great toolset that lets you select your area of interest on a map interactively. Custom dataset is downloadable via the NOAA map tool.
The detailed experiment dataset used in this tutorial is downloadable here: Weather.zip.
The experiment weather dataset covers:
Weather stations and their location of the Carpathian Basin, daily historical data from 01.01.1900 to 14.02.2014.
| Station ID | Location |
|---|---|
| GHCND:UPM00033397 | SAMBOR, UP |
| GHCND:UPM00033631 | UZHHOROD, UP |
| GHCND:ROM00015085 | BISTRITA, RO |
| GHCND:UPM00033634 | BEREGOVO, UP |
| GHCND:LOE00105562 | HURBANOVO, LO |
| GHCND:UPM00033398 | DROHOBYCH, UP |
| GHCND:UPM00033633 | MEJGOR E, UP |
| GHCND:ROM00015280 | VARFU OMUL, RO |
| GHCND:ROE00100898 | BAIA MARE, RO |
| GHCND:UPM00033638 | KHUST, UP |
| GHCND:SIE00115196 | MURSKA SOBOTA RAKICAN, SI |
| GHCND:ROE00108890 | CARANSEBES, RO |
| GHCND:ROE00108891 | CEAHLAU TOACA, RO |
| GHCND:UPM00033524 | DOLINA, UP |
| GHCND:SIE00115096 | VELIKI DOLENCI, SI |
| GHCND:ROE00100903 | DROBETA TURNU S., RO |
| GHCND:ROE00100902 | CLUJ NAPOCA, RO |
| GHCND:LO000011934 | POPRAD TATRY, LO |
| GHCND:ROE00100904 | TG JIU, RO |
| GHCND:UPM00033645 | YAREMCHA, UP |
| GHCND:RIE00111909 | NOVI SAD, RB |
| GHCND:AUW00034165 | VIENNA, AU |
| GHCND:HU000012942 | PECS POGANY, HU |
| GHCND:ROE00108899 | RAMNICU VALCEA, RO |
| GHCND:ROE00100829 | ARAD, RO |
| GHCND:ROE00108898 | OCNA SUGATAG, RO |
| GHCND:HRE00105203 | OSIJEK, HR |
| GHCND:ROE00108894 | DEVA, RO |
| GHCND:UPM00033647 | RAKHOV, UP |
| GHCND:ROE00108897 | MIERCUREA CIUC, RO |
| GHCND:UPM00033646 | POGEGEVSKAYA, UP |
| GHCND:UPM00033518 | NIGNIY STUDENIY, UP |
| GHCND:ROE00108901 | SIBIU, RO |
| GHCND:UPM00033514 | VELIKIY BEREZNY, UP |
| GHCND:LOE00116344 | KOSICE, LO |
| GHCND:UPM00033515 | PLAY, UP |
| GHCND:UPM00033516 | SLAVSKO, UP |
| GHCND:UPM00033657 | SELIATYN, UP |
| GHCND:UPM00033517 | NIGNIE VOROTA, UP |
| GHCND:AU000005901 | WIEN, AU |
| GHCND:UPM00033511 | TURKA, UP |
| GHCND:RIE00100818 | BELGRADE OBSERVATORY, RB |
| GHCND:UPM00033513 | STPIY, UP |
| GHCND:UPM00033651 | KOLOMYIA, UP |
| GHCND:LOE00116364 | ORAVSKA LESNA, LO |
The data format of the rows of the experiment dataset: STATION,STATION_NAME,ELEVATION,LATITUDE,LONGITUDE,DATE,PRCP,SNWD,SNOW,TMAX,TMIN,WESD Where:
- WESD - Water equivalent of snow on the ground (tenths of mm)
- TMAX - Maximum temperature (tenths of degrees C)
- SNWD - Snow depth (mm)
- SNOW - Snowfall (mm)
- PRCP - Precipitation (tenths of mm)
- TMIN - Minimum temperature (tenths of degrees C)
Example from the CSV: Remark: -9999 marks no measurement data is available, rows with all -9999 measurement data are not in the CSV
GHCND:ROE00108901,SIBIU RO,444,45.8,24.15,19610101,0,-9999,-9999,24,-14,-9999
GHCND:ROE00108901,SIBIU RO,444,45.8,24.15,19610102,0,-9999,-9999,53,-21,-9999
GHCND:ROE00108901,SIBIU RO,444,45.8,24.15,19610103,0,-9999,-9999,102,-20,-9999
GHCND:ROE00108901,SIBIU RO,444,45.8,24.15,19610104,0,-9999,-9999,124,-18,-9999
GHCND:ROE00108901,SIBIU RO,444,45.8,24.15,19610105,0,-9999,-9999,132,44,-9999
GHCND:ROE00108901,SIBIU RO,444,45.8,24.15,19610106,0,-9999,-9999,60,-13,-9999
GHCND:ROE00108901,SIBIU RO,444,45.8,24.15,19610107,0,-9999,-9999,67,-16,-9999
GHCND:ROE00108901,SIBIU RO,444,45.8,24.15,19610108,0,-9999,-9999,8,-46,-9999
GHCND:ROE00108901,SIBIU RO,444,45.8,24.15,19610109,0,-9999,-9999,-8,-55,-9999
GHCND:ROE00108901,SIBIU RO,444,45.8,24.15,19610110,15,-9999,-9999,6,-18,-9999