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Weidner, Luke, Walton, Gabriel, Kromer, Ryan (2020) Generalization considerations and solutions for point cloud hillslope classifiers. Geomorphology, 354. 107039 doi:10.1016/j.geomorph.2020.107039

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Reference TypeJournal (article/letter/editorial)
TitleGeneralization considerations and solutions for point cloud hillslope classifiers
JournalGeomorphology
AuthorsWeidner, LukeAuthor
Walton, GabrielAuthor
Kromer, RyanAuthor
Year2020 (April)Volume354
PublisherElsevier BV
DOIdoi:10.1016/j.geomorph.2020.107039Search in ResearchGate
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Mindat Ref. ID950069Long-form Identifiermindat:1:5:950069:7
GUID0
Full ReferenceWeidner, Luke, Walton, Gabriel, Kromer, Ryan (2020) Generalization considerations and solutions for point cloud hillslope classifiers. Geomorphology, 354. 107039 doi:10.1016/j.geomorph.2020.107039
Plain TextWeidner, Luke, Walton, Gabriel, Kromer, Ryan (2020) Generalization considerations and solutions for point cloud hillslope classifiers. Geomorphology, 354. 107039 doi:10.1016/j.geomorph.2020.107039
In(2020) Geomorphology Vol. 354. Elsevier BV

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Bolkas, Dimitrios, Walton, Gabriel, Kromer, Ryan, Sichler, Timothy (2021) Registration of multi-platform point clouds using edge detection for rockfall monitoring. ISPRS Journal of Photogrammetry and Remote Sensing, 175. 366-385 doi:10.1016/j.isprsjprs.2021.03.017
Weidner, Luke, Walton, Gabriel (2021) The influence of training data variability on a supervised machine learning classifier for Structure from Motion (SfM) point clouds of rock slopes. Engineering Geology, 294. 106344pp. doi:10.1016/j.enggeo.2021.106344
Weidner, Luke, Walton, Gabriel, Krajnovich, Ashton (2021) Classifying rock slope materials in photogrammetric point clouds using robust color and geometric features. ISPRS Journal of Photogrammetry and Remote Sensing, 176. 15-29 doi:10.1016/j.isprsjprs.2021.04.001
Weidner, L., Walton, G., Kromer, R. (2019) Classification methods for point clouds in rock slope monitoring: A novel machine learning approach and comparative analysis. Engineering Geology, 263. 105326pp. doi:10.1016/j.enggeo.2019.105326
Schovanec, Heather, Walton, Gabriel, Kromer, Ryan, Malsam, Adam (2021) Development of Improved Semi-Automated Processing Algorithms for the Creation of Rockfall Databases. Remote Sensing, 13 (8). doi:10.3390/rs13081479
Cañón-Tapia, Edgardo (2020) Influence of method selection on clustering analyses of point-like features: Examples from three zones of distributed volcanism. Geomorphology, 354. 107063 doi:10.1016/j.geomorph.2020.107063
Weidner, Luke, Walton, Gabriel (2021) Monitoring the Effects of Slope Hazard Mitigation and Weather on Rockfall along a Colorado Highway Using Terrestrial Laser Scanning. Remote Sensing, 13 (22). doi:10.3390/rs13224584
Spreitzer, Gabriel, Tunnicliffe, Jon, Friedrich, Heide (2020) Porosity and volume assessments of large wood (LW) accumulations. Geomorphology, 358. 107122 doi:10.1016/j.geomorph.2020.107122
Hinton, John, Weidner, Luke, Walton, Gabriel, Neutzling, Doug (2023) The Validation of a Look-Ahead Geophysical System at the Rondout West-Branch Bypass Tunnel. Geotechnical and Geological Engineering, 41 (2) 803-818 doi:10.1007/s10706-022-02306-3
Fuchs, M., Lang, A. (2009) Luminescence dating of hillslope deposits—A review. Geomorphology, 109 (1) 17-26 doi:10.1016/j.geomorph.2008.08.025
Amundson, Ronald, Heimsath, Arjun, Owen, Justine, Yoo, Kyungsoo, Dietrich, William E. (2015) Hillslope soils and vegetation. Geomorphology, 234. 122-132 doi:10.1016/j.geomorph.2014.12.031
 
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