Decision support Researchers Data Mapping of new methods for - - PowerPoint PPT Presentation

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Decision support Researchers Data Mapping of new methods for - - PowerPoint PPT Presentation

Nov 28, 2022 338 likes •548 views

SLU Environmental monitoring and assessment Program: Built environment Decision support Researchers Data Mapping of new methods for inventory of Urban Green Spaces Crowdsourcing Computer vision Crowdsourcing in environmental

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SLU Environmental monitoring and assessment

Program: Built environment

Decision support Researchers Data

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Mapping of new methods for inventory

  • f Urban Green Spaces
  • Crowdsourcing
  • Computer vision
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SLU Artdatabanken – 70 million reports

Crowdsourcing in environmental monitoring

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Computer vision

Image: Courtesy of medium.com

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Crowdsourcing and computer vision

Image: Courtesy of PlantNet Environmental monitoring – Amateurs may report

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Crowdsourcing

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Crowdsourcing

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Photogrammetry - 3D

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Photogrammetry and augmented reality

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Operative forest mapping with drones and artificiell intelligens height, diameter, volume, species Jonas Bohlin, SLU forest Jörgen Wallerman, SLU forest

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Object detection – 97 classes

Crowdsourcing and computer vision – 2D

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MIT, World economic forum

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Neural Networks for tree species classification using Sentinel‐2, NFI and Google Earth Engine André Wästlund, SLU

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Image: Courtesy of Curio

Crowdsourced training data

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Thank you!

Harald Klein harald.klein@slu.se +46 (0)706 25 80 17