Documentation and how-to

Integrations

DataStream is part of a broader data-sharing ecosystem. We connect with other data systems to facilitate data import, improve dataset discoverability and advance data use. 

Last updated: October 23, 2023

Data Import

DataStream can connect with other open data systems to extract, transform and load (ETL) data into DataStream in the DS-WQX standardized format.

Water Rangers

Monitoring groups using Water Rangers test kits and the Water Rangers data portal can choose to automatically share their data on DataStream too, eliminating the need to upload data twice.

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Water Reporter (pilot phase)

Monitoring groups sharing data via the Water Reporter app can choose to automatically share their data on DataStream too through our automated integration.

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Open Government Portals

DataStream is connecting with open government portals — from Municipal to Provincial/Territorial and Federal levels — bringing data together in one harmonized format across jurisdictions.

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Data Discovery

Find the data you need, when and where you need it. Datasets published on DataStream are indexed by other platforms making them easier to find and discover, including through:

Google Dataset Search

Open link

Federated Research Data Repository

Open link

DataCite

Open link

Seagull

Open link

POLDER Federated Search

Open link

Lunaris

Open link

API data use

DataStream’s API allows other tools to pull data from DataStream for use in research, machine-learning, analysis and reporting. Examples of tools using DataStream's API include:

WWF-Canada watershed reports

WWF-Canada Watershed reports (published in 2017 and 2020) were the first-ever national-scale assessments on the health and threats to freshwater in Canada. WWF-Canada used DataStream data to arrive at many of the health scores reported in these assessments.

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THREATS

Greenland Consulting’s modelling tool called THREATS (The Healthy Rivers Ecosystem AssessmenT System) incorporates DataStream data in a suite of modelling tools for trends in water quality, flow and climate.

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University of Waterloo CLAWAVE project (in development)

The Ecohydrology group’s CLAWAVE project (Chemical Load Assessments for Watersheds: Automation and Visualization Experience) will develop and apply new methods to extract, treat and visualize various water quality indicators at the watershed scale.

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University of Waterloo POSEIDON project (in development)

POSEIDON is an innovative water quality portal that will harness machine learning and AI to revolutionize how we monitor stream nutrient levels, loads, and landscape inputs. Once completed, it will provide crucial insights needed to drive conservation efforts.

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Mount Allison University, Campbell Lab

Researchers at Mount Allison University analyzed microbial water quality data collected over decades by diverse New Brunswick watershed groups and governments. This project identifies patterns of microbial contamination along the Northumberland Strait.

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University of Hamburg

The Aquatic Geochemistry research group focuses on chemical weathering in the Earth System at various scales and changes and variation of land-ocean matter fluxes.

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Custom third-party plugin

Screenshot of the plugin pulling data from DataStream onto Nashwaak Watershed Association's website.

Atlantic Water Network

Showcase your monitoring on your own website

Created by Atlantic Water Network (AWN) in collaboration with ACAP Saint John, this tool enables monitoring groups to pull from DataStream and embed data summaries directly on their websites. To learn how to create your own embedded map, contact the AWN team.

Connect with DataStream

Contact us to discuss opportunities for integrating with DataStream.

Data structure and format

Laboratory parameter mappings

API