Democratize access to HAB related data in Lake Erie to be used for scientific research
Project description
habitat-fydp-package
Purpose of the Package
Democratize access to HAB related data in Lake Erie to be used for scientific research.
Features
Listed API function currently available are listed below:
| | SDK Function | Description | Purpose |
|---:|:-------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:-------------|
| 0 | list_stations() | List all the stations on Lake Erie with its respective coordinate | Consume Data |
| 1 | list_measurement_defintion(measurement = None) | List all the measurements that are measured | Consume Data |
| 2 | list_station_measurment_types(station_name) | List all the measurements taken at a specific station | Consume Data |
| 3 | get_most_recent_measurement(station_name, measurement) | Get the most up-to-date for given measurement and station | Consume Data |
| 4 | get_historical_measurements(station_name, measurement, start_date, end_date) | Get a range of measurements given a time range, measurement and station | Consume Data |
| 5 | plot_lake_depth() | Shows that different depth levels in Lake Erie | Consume Data |
| 6 | get_weather_variables(start_date, end_date, station_name, freq) | Returns the measured weather variables needed for HAB monitoring | Consume Data |
| 7 | aggregate_habnet_data(station_name, measurement, start_date, end_date,freq,path_) | Links all data sources together for a station into one dataframe | Consume Data |
| 8 | smooth_timeseries_measurement(station_name, measurement, start_date, end_date) | Smooths the time series for a specific measurement and station | Analyze Data |
| 9 | decomposition_timeseries_measurment(station_name, measurement, start_date, end_date) | Decomposes the time series for a specific measurement and station | Analyze Data |
| 10 | univariate_forecast_arima(series, horizon, frequency_of_obvs) | Forecasts a specific measurement for a given station based on its historical data | Analyze Data |
Getting Started
Getting started is easy! Just pip install our package as below:
pip install habitat-fydp-package
To test if the package downloaded try this!
import habitat_fydp_package
from habitat_fydp_package import list_station_measurment_types
list_station_measurment_types('Toledo Pump Station')
Usage
Call help on any of the functions listed in the table to return docstring and information on inputs / oupus for a particular function!
Project details
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