TY - JOUR
T1 - Evaluation of DualEM-II sensor for soil moisture content estimation in the potato fields of Atlantic Canada
AU - Farooque, Aitazaz A.
AU - Zare, Mahnaz
AU - Abbas, Farhat
AU - Zaman, Qamar
AU - Bos, Melanie
AU - Esau, Travis
AU - Acharya, Bishnu
AU - Schumann, Arnold W.
N1 - Publisher Copyright:
© Plant, Soil and Environment. All rights reserved.
PY - 2019
Y1 - 2019
N2 - The conventional gravimetric methods of estimating soil moisture content (θ) are laborious, time-consuming, and destructive to agricultural fields. We evaluated the performance of DualEM-II sensor in non-destructive way of θ prediction and for predicting θ variations within potato fields in Atlantic Canada. Values of θ were measured from four potato fields in New Brunswick and Prince Edward Island using a pre-calibrated (R2 = 0.98) time domain reflectometry (TDR) from root zone of potato tubers under grid sampling arrangements. Horizontal co-planar (HCP) and perpendicular co-planar (PRP) readings were taken using DualEM-II sensor from the same locations of θ measurements. There was a better correlation between PRP and θ (r: 0.64–0.83) was calculated than between HCP and θ (r: 0.41–0.79). There was no significant difference (R2: 0.60–0.69; RMSE (root mean square error): 2.32–4.02) between the θ values measured with TDR (θM) and those predicted with DualEM-II (θP) confirming that the use of electromagnetic induction technique, evaluated during this study, is labor saving, quick, non-destructive, and accurate and can be considered a precision agriculture tool for efficiently managing soil water in potato fields.
AB - The conventional gravimetric methods of estimating soil moisture content (θ) are laborious, time-consuming, and destructive to agricultural fields. We evaluated the performance of DualEM-II sensor in non-destructive way of θ prediction and for predicting θ variations within potato fields in Atlantic Canada. Values of θ were measured from four potato fields in New Brunswick and Prince Edward Island using a pre-calibrated (R2 = 0.98) time domain reflectometry (TDR) from root zone of potato tubers under grid sampling arrangements. Horizontal co-planar (HCP) and perpendicular co-planar (PRP) readings were taken using DualEM-II sensor from the same locations of θ measurements. There was a better correlation between PRP and θ (r: 0.64–0.83) was calculated than between HCP and θ (r: 0.41–0.79). There was no significant difference (R2: 0.60–0.69; RMSE (root mean square error): 2.32–4.02) between the θ values measured with TDR (θM) and those predicted with DualEM-II (θP) confirming that the use of electromagnetic induction technique, evaluated during this study, is labor saving, quick, non-destructive, and accurate and can be considered a precision agriculture tool for efficiently managing soil water in potato fields.
KW - irrigation management
KW - monitoring water stress
KW - precision farming
KW - soil variability
KW - tuberous crop
UR - http://www.scopus.com/inward/record.url?scp=85070480672&partnerID=8YFLogxK
U2 - 10.17221/72/2019-PSE
DO - 10.17221/72/2019-PSE
M3 - Article
AN - SCOPUS:85070480672
SN - 1214-1178
VL - 65
SP - 290
EP - 297
JO - Plant, Soil and Environment
JF - Plant, Soil and Environment
IS - 6
ER -