Mapping Drainage Ditches in Forested Landscapes Using Deep Learning and Aerial Laser Scanning

Overview of attention for article published in Journal of Irrigation & Drainage Engineering, December 2022

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In the top 25% of all research outputs scored by Altmetric
One of the highest-scoring outputs from this source (#9 of 265)
Good Attention Score compared to outputs of the same age (77th percentile)

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So far, Altmetric has seen 14 X posts from 11 X users, with an upper bound of 20,149 followers.

@aetius_rossa @giswqs This image has a 1 meter resolution. It is based on a point cloud with 1-2 points/m2. I have had some success using a Exception Unet to segment ditches before https://t.co/KL6NUv5SPd

20 Apr 2023

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Good news, the DitchNet web app is up and running again: https://t.co/2B92u3gB9S now you can try the model described in our latest paper (https://t.co/KL6NUv5SPd) on your own DEM.

13 Jan 2023

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RT @SiddS_Paul: Catching up after holidays - read our new paper on ditch detection using #LiDAR imagery and #AI. Also, try your #LiDAR imag…

03 Jan 2023

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RT @AgrenAnneli: Our method-article for mapping ditches is finally out! Merry christmas everybody! Mapping Drainage Ditches in Forested Lan…

21 Dec 2022

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