Observations Python Packages

arcsecond

The Command Line Interface (CLI) & Python Module for Arcsecond.io.

hydrotools-events

Suite of tools for retrieving hydrological data and evaluating model output.

hydropandas

Package for loading hydrological time series into custom DataFrames

modelskill

Compare results from MIKE and other simulations with measurements

titanlib

Automatic data quality control software library

hydrotools-nwis-client

Suite of tools for retrieving hydrological data and evaluating model output.

hydrotools-restclient

Suite of tools for retrieving hydrological data and evaluating model output.

hydrotools-metrics

Suite of tools for retrieving hydrological data and evaluating model output.

searvey

Sea state observational data retrieval

marine-qc

Marine Quality Control toolbox

cdm-reader-mapper

Common Data Model reader and mapper toolbox

hydrotools-nwm-client

Suite of tools for retrieving hydrological data and evaluating model output.

hydrotools

Suite of tools for retrieving hydrological data and evaluating model output.

mispsight

A client that retrieves vulnerability observations from a MISP server and pushes them to a Vulnerability Lookup instance.

hydrotools-svi-client

Suite of tools for retrieving hydrological data and evaluating model output.

nucleivuln

A client designed to retrieve vulnerability-related information from the Nuclei Git repository of templates. The gathered data is subsequently transmitted to the Vulnerability-Lookup API.

hydrotools-waterdata-client

Suite of tools for retrieving hydrological data and evaluating model output.

hydrotools-nwm-client-new

Suite of tools for retrieving hydrological data and evaluating model output.

exploitdbsighting

A client that retrieves vulnerability observations from Exploit-DB and pushes them to a Vulnerability-Lookup instance.

hydrotools-gcp-client

Suite of tools for retrieving hydrological data and evaluating model output.

hydrotools-caches

Suite of tools for retrieving hydrological data and evaluating model output.

oceandatastore

A Python library to streamline writing, updating and accessing ocean data stored in cloud object storage.

py-causalflow

CausalFlow: a Unified Framework for Causality in Time-Series

sondera

sondera is a python package providing clients for accessing Swedish hydrology and meteorology related open data. Data sources currently include SMHI open data API and SGU groundwater API.