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Bulk soil moisture estimation using CosmOz cosmic ray sensor and ANFIS
Citation
Dutta, R and Terhorst, A and Hawdon, A and Cotching, W, 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]
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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: | Environmental Management |
| Objective Group: | Terrestrial systems and management |
| Objective Field: | Terrestrial systems and management not elsewhere classified |
| UTAS Author: | Cotching, W (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 |
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