Bulk soil moisture estimation using CosmOz cosmic ray sensor and ANFIS
conference contribution
posted on 2023-05-23, 18:36authored byDutta, R, Terhorst, A, Hawdon, A, Cotching, W
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.
History
Publication title
IEEE SENSORS 2012 Proceedings
Editors
IEEE
Pagination
741-745
ISBN
978-1-4577-1766-6
Department/School
Tasmanian Institute of Agriculture (TIA)
Publisher
IEEE
Place of publication
Taipei, Taiwan
Event title
SENSORS IEEE 2012
Event Venue
Taipei, Taiwan
Date of Event (Start Date)
2012-10-28
Date of Event (End Date)
2012-10-31
Repository Status
Restricted
Socio-economic Objectives
Terrestrial systems and management not elsewhere classified