Assessing the fidelity of neural network-based segmentation of soil XCT images based on pore-scale modelling of saturated flow properties
Author:
Funder
Russian Foundation for Basic Research
Russian Science Foundation
Publisher
Elsevier BV
Subject
Earth-Surface Processes,Soil Science,Agronomy and Crop Science
Reference72 articles.
1. Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scale;Albert;Proceedings of the 23rd ACM SIGKDD international conference on knowledge discovery and data mining,2017
2. Trainable Weka Segmentation: a machine learning tool for microscopy pixel classification;Arganda-Carreras;Bioinformatics,2017
3. Aggregate stability as an indicator of soil susceptibility to runoff and erosion; validation at several levels;Barthès;Catena,2002
4. Observer-dependent variability of the thresholding step in the quantitative analysis of soil images and X-ray microtomography data;Baveye;Geoderma,2010
5. Emergent properties of microbial activity in heterogeneous soil microenvironments: different research approaches are slowly converging, yet major challenges remain;Baveye;Frontiers in Microbiology,2018
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