DSpace Unitus DSpace

Unitus DSpace >
Dipartimento di Scienze dell'Ambiente Forestale e delle sue Risorse >
DiSAFRi - Archivio della produzione scientifica >

Please use this identifier to cite or link to this item: http://hdl.handle.net/2067/2333

Title: K-NN FOREST: a software for the non-parametric prediction and mapping of environmental variables by the k-Nearest Neighbors algorithm
Authors: Chirici, Gherardo
Corona, Piermaria
Marchetti, Marco
Mastronardi, Alessandro
Maselli, Fabio
Bottai, Lorenzo
Travaglini, Davide
Keywords: Environmental Inventory and Mapping
Prediction
Remote Sensing
k-Nearest Neighbors
Issue Date: 2012
Publisher: Associazione Italiana di Telerilevamento
Citation: Chirici, G. et al. 2012. K-NN FOREST: a software for the non-parametric prediction and mapping of environmental variables by the k-Nearest Neighbors algorithm. "European Journal of Remote Sensing " 45: 433-442
Abstract: In the last decades researchers investigated the possibility of extending the information collected in sampling units during a field survey to wider geographical areas through the use of remotely sensed images. One of the most widely adopted approaches is based on the non-parametric k-Nearest Neighbors (k-NN) algorithm. This contribution describes the software K-NN FOREST we developed to provide a complete tool for the implementation of the k-NN technique to generate spatially explicit estimatio
...more
DOI: 10.5721/EuJRS20124536
URI: http://hdl.handle.net/2067/2333
ISSN: 2279-7254
Appears in Collections:DiSAFRi - Archivio della produzione scientifica

Files in This Item:

File Description SizeFormat
EJRS_knn software.pdf738.26 kBAdobe PDFView/Open


This item is protected by original copyright

Recommend this item

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.

 

Valid XHTML 1.0! Unitus DSpace  © 2005 Università degli Studi della Tuscia - Feedback