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 ? accessible by using a great toolset, that let you select your area of interest on a map interactively.
Custom dataset is downloadable by the use of the map tool of NOAA:
http://www.ncdc.noaa.gov/cdo-web/datasets
The detailed, experiment dataset 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.
- 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