Identifying Soil Erosion Processes in Alpine Grasslands on Aerial Imagery with a U-Net Convolutional Neural Network

Identifying Soil Erosion Processes in Alpine Grasslands on Aerial Imagery with a U-Net Convolutional Neural Network

Erosion in alpine grasslands is a major threat to ecosystem services of alpine soils. Natural causes for the occurrence of soil erosion are steep topography and prevailing climate conditions in combination with soil fragility. To increase our understanding of ongoing erosion processes and support su...

Full description

Bibliographic Details
Main Authors: Maxim Samarin, Lauren Zweifel, Volker Roth, Christine Alewell
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Remote Sensing
Subjects:
deep learning
semantic segmentation
remote sensing
object-based image analysis
erosion mapping
landslides
Online Access:https://www.mdpi.com/2072-4292/12/24/4149

Internet

https://www.mdpi.com/2072-4292/12/24/4149

Similar Items