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Phil Taylor @ScienceAndMaps Connecting the data dots – from APIs to Hydroscapes

Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

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Page 1: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

Phil Taylor@ScienceAndMaps

Connecting the data dots – from APIs to Hydroscapes

Page 2: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -
Page 3: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -
Page 4: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

contours.org.uk/bathymetry/morar/3d/

Page 5: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -
Page 6: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -
Page 7: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -
Page 8: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

Common Reed…

Page 9: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

Reed Bunting…

Page 10: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

Bloomin’ Algae App

Combining data

Collecting data

Connecting data

UK Lakes Portal

Correcting data?

Page 11: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

Bloomin’ Algae App

Collecting data

Page 12: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -
Page 13: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

GPS location, date, size, picture, information of recreational activities.

Further information can be left as comments (e.g. warning signs)

Cyanobacteria Cyanobacteria Filamentous algae Duckweed

Unconfirmed records:- unclear / no photo- record uploaded elsewhere- location error

Page 14: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

“Win Win”

Page 15: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

Combining data

Page 16: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

How does hydrological / landscape connectivityaffect species abundance?

600+ ConnectivityMetrics

Page 17: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

1) Regional scale: site-specific, more complex metrics

2) National scale: simplermetrics using a 1km grid

Page 18: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

UK Lakes DatabaseIntelligent River Network Land Cover DataObstacles / BarriersCEH Flow Grid / DTM

The challenge…

A very manual process…

Page 19: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

Connectivity Metrics

1. Hydrological Connectivity 2. Landscape connectivity:

- Waterbody buffer zones- Riparian zone (100m)- Site neighbourhood metrics

3. Vector connectivity (human activity) 4. Vector connectivity (birds)

+ Stressors (land cover 2007/15, humans, birds)

Page 20: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

Digging into the data

Page 21: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -
Page 22: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

Connecting data

UK Lakes Portal

Page 23: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

Over 217 million records for the UK

Page 24: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

UK Lakes Portalhttps://eip.ceh.ac.uk/apps/lakes/

- How can we integrate NBN Atlas data into the portal?- How can we improve recording of freshwater species?- How can we link up future research outputs?

Page 25: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -
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Page 27: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -
Page 28: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -
Page 29: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -
Page 30: Connecting the data dots from APIs to Hydroscapes · Connectivity Metrics 1. Hydrological Connectivity 2. Landscape connectivity: - Waterbody buffer zones - Riparian zone (100m) -

Phil Taylor@ScienceAndMaps

- Linking to existing data is great value

- Connect outputs to where they’ll be seen

- Publish open data / APIs

- Future maintenance in contracts…