Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Kurt A. Donaldson"'
Publikováno v:
Remote Sensing, Vol 13, Iss 24, p 4991 (2021)
Machine learning (ML) methods, such as artificial neural networks (ANN), k-nearest neighbors (kNN), random forests (RF), support vector machines (SVM), and boosted decision trees (DTs), may offer stronger predictive performance than more traditional,
Externí odkaz:
https://doaj.org/article/063c0826ed424b96ada1379f3ec22b03
Autor:
Aaron E. Maxwell, Maneesh Sharma, J. Steven Kite, Kurt A. Donaldson, Shannon M. Maynard, Caleb M. Malay
Publikováno v:
ISPRS International Journal of Geo-Information, Vol 10, Iss 5, p 293 (2021)
Slope failure probabilistic models generated using random forest (RF) machine learning (ML), manually interpreted incident points, and light detection and ranging (LiDAR) digital terrain variables are assessed for predicting and generalizing to new g
Externí odkaz:
https://doaj.org/article/2ec3d9fc8ac14ea3b8e12ee36f3031d4
Autor:
Aaron E. Maxwell, Maneesh Sharma, James S. Kite, Kurt A. Donaldson, James A. Thompson, Matthew L. Bell, Shannon M. Maynard
Publikováno v:
Remote Sensing, Vol 12, Iss 3, p 486 (2020)
The probabilistic mapping of landslide occurrence at a high spatial resolution and over a large geographic extent is explored using random forests (RF) machine learning; light detection and ranging (LiDAR)-derived terrain variables; additional variab
Externí odkaz:
https://doaj.org/article/dd44a790d4584273bd5ca5dfd9c6ffc8