hydropandas
0.18.1

Contents:

  • Getting started
    • What is hydropandas?
    • Key Features
    • Installation
    • Quick Start
    • Common Use Cases
    • Next Steps
    • Need Help?
  • Examples gallery
    • Hydropandas Objects: A Comprehensive Guide
      • The Obs Class
      • The ObsCollection Class
        • Tutorial Contents
        • Obs
      • Three Ways to Create Obs Objects
      • Accessing Metadata
      • Measurements
      • Obs types
      • Modify
      • Additional metadata
      • Read/write Obs
        • ObsCollection
      • ObsCollection metadata
      • ObsCollection observations
      • Slice ObsCollection
      • Modify ObsCollections
      • ObsCollection additional metadata
      • Read/write ObsCollection
      • Extensions
    • Reading groundwater observations
      • Notebook contents
      • GroundwaterObs
        • GroundwaterObs Attributes
        • GroundwaterObs methods
      • ObsCollections
        • ObsCollection methods
        • ObsCollection Attributes
      • Read ObsCollections
    • Read KNMI observations using hydropandas
      • Notebook contents
      • Observation types
      • Get KNMI data
      • Get ObsCollections
      • Precipitation
      • KNMI climate scenarios
      • Evaporation
        • Comparison Makkink
        • Comparison Penman, Makkink en Hargreaves
      • Spatial interpolation
    • Hydropandas and Pastas
      • Groundwater observations
      • Meteo observations
      • Pastas model
      • Surface water observations
      • Pastastore
        • Groundwater observations
        • Meteo
        • Creating and solving models
    • Merging observations
      • Notebook contents
      • Simple merge
      • Merge options
        • overlapping timeseries
        • metadata
        • all combinations
    • Merge observation collections
    • Reading Bronhouderportaal BRO data
      • Notebook contents
      • Read ObsCollection
      • Visualize
      • Analyse
      • Upload to Bronhouderportaal BRO
    • Exploring groundwater data from Lizard
      • Notebook contents
      • 1. Read groundwater timeseries
        • 1.1 Authentication
        • Which timeseries to include? (which_timeseries)
        • 1.1 Get observations from extent
      • 2. Analyse Groundwater observations
      • 3. Create a Pastas model
    • Exploring measurements from fews
      • Notebook contents
      • FEWS xml files
      • Directory with xml files
      • Connect to a FEWS database
    • Reading waterinfo observations
      • Water quality data
        • Find selection criteria
        • Retrieving data from WaterWebservices
    • Reading water connect observations
      • Find selection criteria
    • Boreholes
      • Borehole (Brodata)
      • Bodemkundig booronderzoek (geost)
    • Reading Matroos observations
      • Find selection criteria
  • User guide
    • Overview
    • The Obs Class
    • The ObsCollection Class
    • Data Sources and Import Methods
    • Advanced Features
    • Export and Integration
    • Configuration and Settings
  • FAQ
    • Installation & Setup
    • Data Sources & APIs
    • Data Analysis
    • Visualization
    • Export & Integration
    • Error Handling
    • Still Need Help?
  • Hydropandas API-docs
    • Subpackages
      • hydropandas.extensions package
        • hydropandas.extensions.accessor module
        • hydropandas.extensions.geo module
        • hydropandas.extensions.gwobs module
        • hydropandas.extensions.plots module
        • hydropandas.extensions.stats module
      • hydropandas.io package
        • hydropandas.io.bro module
        • hydropandas.io.dino module
        • hydropandas.io.fews module
        • hydropandas.io.knmi module
        • hydropandas.io.lizard module
        • hydropandas.io.menyanthes module
        • hydropandas.io.modflow module
        • hydropandas.io.pastas module
        • hydropandas.io.solinst module
        • hydropandas.io.waterinfo module
        • hydropandas.io.wiski module
        • hydropandas.io.wow module
    • hydropandas.obs_collection module
      • ObsCollection
        • ObsCollection.add_meta_to_df()
        • ObsCollection.add_obs_collection()
        • ObsCollection.add_observation()
        • ObsCollection.copy()
        • ObsCollection.from_artdino_dir()
        • ObsCollection.from_bro()
        • ObsCollection.from_bronhouderportaal_bro()
        • ObsCollection.from_dataframe()
        • ObsCollection.from_dict()
        • ObsCollection.from_dino()
        • ObsCollection.from_excel()
        • ObsCollection.from_fews_xml()
        • ObsCollection.from_imod()
        • ObsCollection.from_json()
        • ObsCollection.from_knmi()
        • ObsCollection.from_knmi_scenarios()
        • ObsCollection.from_list()
        • ObsCollection.from_lizard()
        • ObsCollection.from_matroos()
        • ObsCollection.from_menyanthes()
        • ObsCollection.from_modflow()
        • ObsCollection.from_pastastore()
        • ObsCollection.from_waterconnect()
        • ObsCollection.from_waterinfo()
        • ObsCollection.from_wiski()
        • ObsCollection.geo
        • ObsCollection.get_obs()
        • ObsCollection.get_series()
        • ObsCollection.gwobs
        • ObsCollection.interpolate()
        • ObsCollection.plots
        • ObsCollection.set_metadata_value()
        • ObsCollection.stats
        • ObsCollection.to_csv()
        • ObsCollection.to_dict()
        • ObsCollection.to_excel()
        • ObsCollection.to_gdf()
        • ObsCollection.to_json()
        • ObsCollection.to_pastastore()
        • ObsCollection.to_pi_xml()
        • ObsCollection.to_shapefile()
      • read_bro()
      • read_bronhouderportaal_bro()
      • read_csv()
      • read_dino()
      • read_excel()
      • read_fews()
      • read_imod()
      • read_json()
      • read_knmi()
      • read_knmi_scenarios()
      • read_lizard()
      • read_matroos()
      • read_menyanthes()
      • read_modflow()
      • read_pastastore()
      • read_pickle()
      • read_waterconnect()
      • read_waterinfo()
      • read_wiski()
    • hydropandas.observation module
      • EvaporationObs
        • EvaporationObs.from_knmi()
      • GroundwaterObs
        • GroundwaterObs.from_artdino_file()
        • GroundwaterObs.from_bro()
        • GroundwaterObs.from_bronhouderportaal_bro()
        • GroundwaterObs.from_dino()
        • GroundwaterObs.from_lizard()
        • GroundwaterObs.from_pastastore()
        • GroundwaterObs.from_solinst()
        • GroundwaterObs.from_waterconnect()
        • GroundwaterObs.from_wiski()
        • GroundwaterObs.monitoring_well
      • MeteoObs
        • MeteoObs.from_knmi()
        • MeteoObs.from_wow()
      • ModelObs
      • Obs
        • Obs.copy()
        • Obs.from_csv()
        • Obs.from_dict()
        • Obs.from_json()
        • Obs.geo
        • Obs.gwobs
        • Obs.merge_metadata()
        • Obs.merge_observation()
        • Obs.plots
        • Obs.stats
        • Obs.to_collection_dict()
        • Obs.to_csv()
        • Obs.to_dict()
        • Obs.to_json()
      • PrecipitationObs
        • PrecipitationObs.from_knmi()
        • PrecipitationObs.from_wow()
      • WaterQualityObs
        • WaterQualityObs.from_dino()
        • WaterQualityObs.from_waterinfo()
        • WaterQualityObs.monitoring_well
      • WaterlvlObs
        • WaterlvlObs.from_dino()
        • WaterlvlObs.from_matroos()
        • WaterlvlObs.from_waterinfo()
        • WaterlvlObs.monitoring_well
      • read_csv_obs()
    • hydropandas.util module
      • ColoredFormatter
        • ColoredFormatter.format()
      • df2gdf()
      • get_color_logger()
      • get_files()
      • interpolate()
      • oc_to_df()
      • unzip_file()
  • Contribute
    • Questions, bug reports and feature requests
    • Version control, Git, and GitHub
    • Contributing guidelines

Quick Links:

  • Installation Guide
    • What is hydropandas?
    • Key Features
    • Installation
    • Quick Start
    • Common Use Cases
    • Next Steps
    • Need Help?
  • Quick Start Tutorial
    • The Obs Class
    • The ObsCollection Class
      • Tutorial Contents
      • Obs
    • Three Ways to Create Obs Objects
    • Accessing Metadata
    • Measurements
    • Obs types
    • Modify
    • Additional metadata
    • Read/write Obs
      • ObsCollection
    • ObsCollection metadata
    • ObsCollection observations
    • Slice ObsCollection
    • Modify ObsCollections
    • ObsCollection additional metadata
    • Read/write ObsCollection
    • Extensions
  • Interactive Examples
    • Hydropandas Objects: A Comprehensive Guide
      • The Obs Class
      • The ObsCollection Class
        • Tutorial Contents
        • Obs
      • Three Ways to Create Obs Objects
      • Accessing Metadata
      • Measurements
      • Obs types
      • Modify
      • Additional metadata
      • Read/write Obs
        • ObsCollection
      • ObsCollection metadata
      • ObsCollection observations
      • Slice ObsCollection
      • Modify ObsCollections
      • ObsCollection additional metadata
      • Read/write ObsCollection
      • Extensions
    • Reading groundwater observations
      • Notebook contents
      • GroundwaterObs
        • GroundwaterObs Attributes
        • GroundwaterObs methods
      • ObsCollections
        • ObsCollection methods
        • ObsCollection Attributes
      • Read ObsCollections
    • Read KNMI observations using hydropandas
      • Notebook contents
      • Observation types
      • Get KNMI data
      • Get ObsCollections
      • Precipitation
      • KNMI climate scenarios
      • Evaporation
        • Comparison Makkink
        • Comparison Penman, Makkink en Hargreaves
      • Spatial interpolation
    • Hydropandas and Pastas
      • Groundwater observations
      • Meteo observations
      • Pastas model
      • Surface water observations
      • Pastastore
        • Groundwater observations
        • Meteo
        • Creating and solving models
    • Merging observations
      • Notebook contents
      • Simple merge
      • Merge options
        • overlapping timeseries
        • metadata
        • all combinations
    • Merge observation collections
    • Reading Bronhouderportaal BRO data
      • Notebook contents
      • Read ObsCollection
      • Visualize
      • Analyse
      • Upload to Bronhouderportaal BRO
    • Exploring groundwater data from Lizard
      • Notebook contents
      • 1. Read groundwater timeseries
        • 1.1 Authentication
        • Which timeseries to include? (which_timeseries)
        • 1.1 Get observations from extent
      • 2. Analyse Groundwater observations
      • 3. Create a Pastas model
    • Exploring measurements from fews
      • Notebook contents
      • FEWS xml files
      • Directory with xml files
      • Connect to a FEWS database
    • Reading waterinfo observations
      • Water quality data
        • Find selection criteria
        • Retrieving data from WaterWebservices
    • Reading water connect observations
      • Find selection criteria
    • Boreholes
      • Borehole (Brodata)
      • Bodemkundig booronderzoek (geost)
    • Reading Matroos observations
      • Find selection criteria
  • FAQ & Troubleshooting
    • Installation & Setup
    • Data Sources & APIs
    • Data Analysis
    • Visualization
    • Export & Integration
    • Error Handling
    • Still Need Help?
  • API Reference
    • Subpackages
      • hydropandas.extensions package
        • hydropandas.extensions.accessor module
        • hydropandas.extensions.geo module
        • hydropandas.extensions.gwobs module
        • hydropandas.extensions.plots module
        • hydropandas.extensions.stats module
      • hydropandas.io package
        • hydropandas.io.bro module
        • hydropandas.io.dino module
        • hydropandas.io.fews module
        • hydropandas.io.knmi module
        • hydropandas.io.lizard module
        • hydropandas.io.menyanthes module
        • hydropandas.io.modflow module
        • hydropandas.io.pastas module
        • hydropandas.io.solinst module
        • hydropandas.io.waterinfo module
        • hydropandas.io.wiski module
        • hydropandas.io.wow module
    • hydropandas.obs_collection module
      • ObsCollection
        • ObsCollection.add_meta_to_df()
        • ObsCollection.add_obs_collection()
        • ObsCollection.add_observation()
        • ObsCollection.copy()
        • ObsCollection.from_artdino_dir()
        • ObsCollection.from_bro()
        • ObsCollection.from_bronhouderportaal_bro()
        • ObsCollection.from_dataframe()
        • ObsCollection.from_dict()
        • ObsCollection.from_dino()
        • ObsCollection.from_excel()
        • ObsCollection.from_fews_xml()
        • ObsCollection.from_imod()
        • ObsCollection.from_json()
        • ObsCollection.from_knmi()
        • ObsCollection.from_knmi_scenarios()
        • ObsCollection.from_list()
        • ObsCollection.from_lizard()
        • ObsCollection.from_matroos()
        • ObsCollection.from_menyanthes()
        • ObsCollection.from_modflow()
        • ObsCollection.from_pastastore()
        • ObsCollection.from_waterconnect()
        • ObsCollection.from_waterinfo()
        • ObsCollection.from_wiski()
        • ObsCollection.geo
        • ObsCollection.get_obs()
        • ObsCollection.get_series()
        • ObsCollection.gwobs
        • ObsCollection.interpolate()
        • ObsCollection.plots
        • ObsCollection.set_metadata_value()
        • ObsCollection.stats
        • ObsCollection.to_csv()
        • ObsCollection.to_dict()
        • ObsCollection.to_excel()
        • ObsCollection.to_gdf()
        • ObsCollection.to_json()
        • ObsCollection.to_pastastore()
        • ObsCollection.to_pi_xml()
        • ObsCollection.to_shapefile()
      • read_bro()
      • read_bronhouderportaal_bro()
      • read_csv()
      • read_dino()
      • read_excel()
      • read_fews()
      • read_imod()
      • read_json()
      • read_knmi()
      • read_knmi_scenarios()
      • read_lizard()
      • read_matroos()
      • read_menyanthes()
      • read_modflow()
      • read_pastastore()
      • read_pickle()
      • read_waterconnect()
      • read_waterinfo()
      • read_wiski()
    • hydropandas.observation module
      • EvaporationObs
        • EvaporationObs.from_knmi()
      • GroundwaterObs
        • GroundwaterObs.from_artdino_file()
        • GroundwaterObs.from_bro()
        • GroundwaterObs.from_bronhouderportaal_bro()
        • GroundwaterObs.from_dino()
        • GroundwaterObs.from_lizard()
        • GroundwaterObs.from_pastastore()
        • GroundwaterObs.from_solinst()
        • GroundwaterObs.from_waterconnect()
        • GroundwaterObs.from_wiski()
        • GroundwaterObs.monitoring_well
      • MeteoObs
        • MeteoObs.from_knmi()
        • MeteoObs.from_wow()
      • ModelObs
      • Obs
        • Obs.copy()
        • Obs.from_csv()
        • Obs.from_dict()
        • Obs.from_json()
        • Obs.geo
        • Obs.gwobs
        • Obs.merge_metadata()
        • Obs.merge_observation()
        • Obs.plots
        • Obs.stats
        • Obs.to_collection_dict()
        • Obs.to_csv()
        • Obs.to_dict()
        • Obs.to_json()
      • PrecipitationObs
        • PrecipitationObs.from_knmi()
        • PrecipitationObs.from_wow()
      • WaterQualityObs
        • WaterQualityObs.from_dino()
        • WaterQualityObs.from_waterinfo()
        • WaterQualityObs.monitoring_well
      • WaterlvlObs
        • WaterlvlObs.from_dino()
        • WaterlvlObs.from_matroos()
        • WaterlvlObs.from_waterinfo()
        • WaterlvlObs.monitoring_well
      • read_csv_obs()
    • hydropandas.util module
      • ColoredFormatter
        • ColoredFormatter.format()
      • df2gdf()
      • get_color_logger()
      • get_files()
      • interpolate()
      • oc_to_df()
      • unzip_file()
  • Contributing
    • Questions, bug reports and feature requests
    • Version control, Git, and GitHub
    • Contributing guidelines
  • Report Issues
hydropandas
  • Overview: module code

All modules for which code is available

  • hydropandas.extensions.accessor
  • hydropandas.extensions.geo
  • hydropandas.extensions.gwobs
  • hydropandas.extensions.plots
  • hydropandas.extensions.stats
  • hydropandas.io.bro
  • hydropandas.io.dino
  • hydropandas.io.fews
  • hydropandas.io.knmi
  • hydropandas.io.lizard
  • hydropandas.io.menyanthes
  • hydropandas.io.modflow
  • hydropandas.io.pastas
  • hydropandas.io.solinst
  • hydropandas.io.waterinfo
  • hydropandas.io.wiski
  • hydropandas.io.wow
  • hydropandas.obs_collection
  • hydropandas.observation
  • hydropandas.util

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