A Machine Learning-Based Approach for Spatial Estimation Using the Spatial Features of Coordinate Information

With the development of machine learning technology, research cases for spatial estimation through machine learning approach (MLA) in addition to the traditional geostatistical techniques are increasing. MLA has the advantage that spatial estimation is possible without stationary hypotheses of data,...

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Bibliographic Details
Main Authors: Seongin Ahn, Dong-Woo Ryu, Sangho Lee
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/9/10/587