eCite Digital Repository

Bulk soil moisture estimation using CosmOz cosmic ray sensor and ANFIS

Citation

Dutta, R and Terhorst, A and Hawdon, A and Cotching, WE, Bulk soil moisture estimation using CosmOz cosmic ray sensor and ANFIS, IEEE SENSORS 2012 Proceedings, 28-31 Oct 2012, Taipei, Taiwan, pp. 741-745. ISBN 978-1-4577-1766-6 (2012) [Non Refereed Conference Paper]


Preview
PDF
Not available
697Kb
  

DOI: doi:10.1109/ICSENS.2012.6411570

Abstract

This paper investigates a novel technique based on Fuzzy C means (FCM) algorithm and Adaptive Neuro-Fuzzy Inference System (ANFIS) to estimate soil moisture using cosmic ray soil moisture probes deployed across Australia. These probes are a brand new sensing technology still being evaluated. Preliminary results indicate ANFIS is able to estimate soil moisture with 90% accuracy.

Item Details

Item Type:Non Refereed Conference Paper
Keywords:soil moisture, cosmic ray sensor, Fuzzy C means algorithm, sensors
Research Division:Environmental Sciences
Research Group:Soil Sciences
Research Field:Soil Sciences not elsewhere classified
Objective Division:Environment
Objective Group:Soils
Objective Field:Soils not elsewhere classified
Author:Cotching, WE (Dr Bill Cotching)
ID Code:116467
Year Published:2012
Deposited By:Tasmanian Institute of Agriculture
Deposited On:2017-05-10
Last Modified:2017-05-10
Downloads:0

Repository Staff Only: item control page