Welcome to hydropandas’s documentation!

Hydropandas is a Python package for reading, analyzing and writing (hydrological) timeseries data. Users can store a timeseries and metadata in a single object. This object inherits from a pandas DataFrame, with all its wonderful features, and is extended with custom methods and attributes related to hydrological timeseries.

Supported data sources

Currently supported datasources that can be read:

• BRO

• DINOLoket CSV

• FEWS PI-XML

• IMOD groundwater models

• KNMI data

• Matroos data

• Lizard

• MODFLOW groundwater models

• Pastastore, for managing Pastas timeseries and models

• Water connect

• Waterinfo

• WISKI csv files

ObsCollection can be exported to: - Excel (with one tab for each time series and a single tab with all metadata) - Pastastore - Pickle - Shapefile/geopackage/geojson

See the table of contents to get started with hydropandas.

Contents:

• Getting started
  • Installing hydropandas
  • Using hydropandas
• Examples gallery
  • Hydropandas Objects
  • Reading groundwater observations
  • Read KNMI observations using hydropandas
  • Hydropandas and Pastas
  • Merging observations
  • Merge observation collections
  • Reading Bronhouderportaal BRO data
  • Exploring groundwater data from Lizard
  • Exploring measurements from fews
  • Reading waterinfo observations
  • Reading water connect observations
  • Boreholes
  • Reading Matroos observations
• User guide
  • The Obs class
  • The ObsCollection class
• Hydropandas API-docs
  • Subpackages
  • hydropandas.obs_collection module
  • hydropandas.observation module
  • hydropandas.util module
• Contribute
  • Questions, bug reports and feature requests
  • Version control, Git, and GitHub
  • Contributing guidelines

Indices and tables

• Index

• Module Index

• Search Page