commit 23789a894210a712745fb568d01962d7f4010430 Author: Dan Howe Date: Fri Jun 15 13:37:59 2018 +1000 Initial commit diff --git a/silo.py b/silo.py new file mode 100644 index 0000000..66afeef --- /dev/null +++ b/silo.py @@ -0,0 +1,125 @@ +import requests +import pandas as pd +from io import StringIO + + +def pointdata(variables, + api_key, + start, + finish, + station=None, + lat=None, + lon=None, + units=True): + """Request point data from SILO. + + Args: + variables: list containing variable name strings + api_key: SILO api key + start: start date (yyyymmdd) + finish: finish date (yyyymmdd) + station: weather station ID (or use 'lat' and 'lon') + lat: latitude (between -44° and -10°, in increments of 0.05°) + lon: longitude (between 112° and 154°, in increments of 0.05°) + units: include units in dataframe column names + + Returns: + Dataframe containing climate data time series + + + API tutorial: + https://silo.longpaddock.qld.gov.au/api-documentation/tutorial + + API documentation: + https://silo.longpaddock.qld.gov.au/api-documentation/reference + + API key registration: + https://silo.longpaddock.qld.gov.au/register + + Variable info: + + Code Units Name + --------------------------------------------------------------------------- + daily_rain mm Daily rainfall + monthly_rain mm Monthly rainfall + max_temp Celsius Maximum temperature + min_temp Celsius Minimum temperature + vp hPa Vapour pressure + vp_deficit hPa Vapour pressure deficit + evap_pan mm Evaporation - Class A pan + evap_syn mm Evaporation - synthetic estimate + evap_comb mm Evaporation - combination (synthetic estimate + pre-1970, class A pan 1970 onwards) + evap_morton_lake mm Evaporation - Morton's shallow lake evap. + radiation MJm-2 Solar radiation - total incoming downward + shortwave radiation on a horizontal surface + rh_tmax % Relative humidity at the time of max. temp. + rh_tmin % Relative humidity at the time of min. temp. + et_short_crop mm Evapotranspiration - FAO56 short crop + et_tall_crop mm Evapotranspiration - ASCE tall crop + et_morton_actual mm Evapotranspiration - Morton's areal actual + evapotranspiration + et_morton_potential mm Evapotranspiration - Morton's potential + evapotranspiration + et_morton_wet mm Evapotranspiration - Morton's wet-environment + areal evapotranspiration over land + mslp hPa Mean sea level pressure + + """ + + unit_defs = { + 'daily_rain': 'mm', + 'monthly_rain': 'mm', + 'max_temp': 'Celsius', + 'min_temp': 'Celsius', + 'vp': 'hPa', + 'vp_deficit': 'hPa', + 'evap_pan': 'mm', + 'evap_syn': 'mm', + 'evap_comb': 'mm', + 'evap_morton_lake': 'mm', + 'radiation': 'MJm-2', + 'rh_tmax': '%', + 'rh_tmin': '%', + 'et_short_crop': 'mm', + 'et_tall_crop': 'mm', + 'et_morton_actual': 'mm', + 'et_morton_potential': 'mm', + 'et_morton_wet': 'mm', + 'mslp': 'hPa', + } + + # Validate inputs + if (type(lat) and type(lon)) == type(station): + raise ValueError( + "'lat' and 'lon' must be provided if 'station' is not specified.") + + params = { + 'apikey': api_key, + 'format': 'csv', + 'start': start, + 'finish': finish, + 'variables': ','.join(variables) + } + + if station is not None: + # Get observations from specified weather station + params['station'] = station + else: + # Get observations from specified coordinates + params['lat'] = lat + params['lon'] = lon + + base_url = 'https://siloapi.longpaddock.qld.gov.au/pointdata' + r = requests.get(base_url, params=params) + text = r.content.decode() + df = pd.read_csv(StringIO(text)) + + # Add units to columns names + if units: + labels = {} + for key, val in unit_defs.items(): + labels[key] = '{}_{}'.format(key, val) + df = df.rename(columns=labels) + + return df