Influence of Spatial Aggregation on Prediction Accuracy of Green Vegetation Using Boosted Regression Trees

Influence of Spatial Aggregation on Prediction Accuracy of Green Vegetation Using Boosted Regression Trees

Data aggregation is a necessity when working with big data. Data reduction steps without loss of information are a scientific and computational challenge but are critical to enable effective data processing and information delineation in data-rich studies. We investigated the effect of four spatial...

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Bibliographic Details
Main Authors: Brigitte Colin, Michael Schmidt, Samuel Clifford, Alan Woodley, Kerrie Mengersen
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Remote Sensing
Subjects:
boosted regression trees
green vegetation
fractional cover imagery
spatial aggregation
data reduction
Online Access:http://www.mdpi.com/2072-4292/10/8/1260

Internet

http://www.mdpi.com/2072-4292/10/8/1260

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