Observations Python Packages

hydrotools-nwis-client

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

hydrotools-metrics

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

hydrotools-events

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

arcsecond

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

hydrotools-restclient

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

hydropandas

Package for loading hydrological time series into custom DataFrames

cdm-reader-mapper

Common Data Model reader and mapper toolbox

titanlib

A quality control toolbox

searvey

Sea state observational data retrieval

hydrotools

Suite of tools for retrieving USGS NWIS observations and evaluating National Water Model (NWM) data.

modelskill

Compare results from MIKE and other simulations with measurements

hydrotools-nwm-client

Retrieve National Water Model data from various sources.

marine-qc

Marine Quality Control toolbox

fmskill

Compare results from MIKE simulations with observations.

hydrotools-svi-client

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

nucleivuln

A client designed to retrieve vulnerability-related observations from the Nuclei Git repository of templates and pushes them to a Vulnerability-Lookup instance.

mispsight

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

hydrotools-nwm-client-new

Retrieve National Water Model data from various sources.

hydrotools-waterdata-client

A convenient interface for USGS WaterData APIs.

exploitdbsighting

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

hydrotools-caches

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

hydrotools-gcp-client

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

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.

py-causalflow

CausalFlow: a Unified Framework for Causality in Time-Series