def getParamData(ID):
obs = station.get(ID).data()
condition = (
obs['specLabel'] == 'ICOS ATC NRT CH4 growing time series') & (
obs['samplingheight'].astype(float) == 125)
obs = obs[condition]
return obs.set_index(pd.Index(range(len(obs)))).to_dict()
def get_data(self):
"""
"""
def preprocessing(data):
# make sure samplingheight type is float (otherwise object)
data['samplingheight'] = data['samplingheight'].astype(float, errors='ignore')
return data
data = station.get(self.ID).data()
data = data.loc[data.specLabel.isin(self.plabel)]
data = preprocessing(data)
return data
def fetch_station_metadata(self):
# logger.debug(f'{self.__class__.__name__} : station metadata : '
# f'... fetching data infos, including dobj (download link) ...')
def preprocessing(meta):
# make sure samplingheight type is float (otherwise object)
meta['samplingheight'] = meta['samplingheight'].astype(
float, errors='ignore')
return meta
meta = station.get(self.ID).data()
meta = meta.loc[meta.specLabel.isin(self.dataset)]
meta = preprocessing(meta)
# logger.debug(f'{self.__class__.__name__} : station metadata : '
# f'fetching metadata for {self.ID} successful.')
return meta
def getStationsInfo(ID):
obsTower = station.get(ID).info()
infoVars = {'name','lat','lon','country','project','uri'}
info = {key: obsTower[key] for key in obsTower.keys() & infoVars}
info.update({'dataVars': list(station.get(ID).products()[0])})
return info
def getData(self, ID):
"""Fetch height data for target station ID.
"""
data = station.get(ID).data()
return data[data.specLabel == self.pName]#.samplingheight