Advanced deep learning architectures for accurate detection of subsurface tile drainage pipes from remote sensing images

Author:

Breitkopf Tom-Lukas,Hackel Leonard,Ravanbakhsh Mahdyar,Cooke Anne-Karin,Willkommen Sandra,Broda Stefan,Demir Begüm

Publisher

SPIE

Reference20 articles.

1. Predicting national-scale tile drainage discharge in Denmark using machine learning algorithms;Motarjemi;Journal of Hydrology: Regional Studies,2021

2. Mapping of agricultural subsurface drainage systems using unmanned aerial vehicle imagery and ground penetrating radar;Koganti;Sensors,2021

3. Simultaneous Assessment of Sources, Processes, and Factors Influencing Herbicide Losses to Surface Waters in a Small Agricultural Catchment

4. Simulating seasonal variations of tile drainage discharge in an agricultural catchment

5. Detecting subsurface drainage pipes using a fully convolutional network with optical images

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