Assessing potential applications of multi-coil and multi-frequency electromagnetic induction sensors for agricultural soils in western Newfoundland

Ground-based electromagnetic induction (EMI) sensors play a significant role in shallow soil characterization in precision agriculture. Two different types of EMI sensors were used in this study: (i) a multi-coil and (ii) a multi-frequency. The potential applications of both EMI sensors have been as...

Full description

Bibliographic Details
Main Author: Sadatcharam, Kamaleswaran
Format: Thesis
Language:English
Published: Memorial University of Newfoundland 2019
Subjects:
Online Access:https://research.library.mun.ca/13806/
https://research.library.mun.ca/13806/1/thesis.pdf
id ftmemorialuniv:oai:research.library.mun.ca:13806
record_format openpolar
spelling ftmemorialuniv:oai:research.library.mun.ca:13806 2023-10-01T03:57:33+02:00 Assessing potential applications of multi-coil and multi-frequency electromagnetic induction sensors for agricultural soils in western Newfoundland Sadatcharam, Kamaleswaran 2019-03 application/pdf https://research.library.mun.ca/13806/ https://research.library.mun.ca/13806/1/thesis.pdf en eng Memorial University of Newfoundland https://research.library.mun.ca/13806/1/thesis.pdf Sadatcharam, Kamaleswaran <https://research.library.mun.ca/view/creator_az/Sadatcharam=3AKamaleswaran=3A=3A.html> (2019) Assessing potential applications of multi-coil and multi-frequency electromagnetic induction sensors for agricultural soils in western Newfoundland. Masters thesis, Memorial University of Newfoundland. thesis_license Thesis NonPeerReviewed 2019 ftmemorialuniv 2023-09-03T06:49:26Z Ground-based electromagnetic induction (EMI) sensors play a significant role in shallow soil characterization in precision agriculture. Two different types of EMI sensors were used in this study: (i) a multi-coil and (ii) a multi-frequency. The potential applications of both EMI sensors have been assessed through two different studies at the Pynn’s Brook Research Station, Pasadena, western Newfoundland. One study was on the development of relationships between apparent electrical conductivity (ECₐ) and soil properties, using geostatistical and multivariate statistical approaches, and the second study investigated the depth sensitivity (DS) of multi-coil and multi-frequency EMI sensors using small buried targets of known properties in shallow soils. Soil properties, such as sand, silt, soil moisture content (SMC), cation exchange capacity (CEC), and pore water electrical conductivity (ECw), were identified as significantly influenced soil properties on ECₐ measurements. The multi-frequency EMI sensor is more reliable on ECₐ variability for wet soils than dry soils and it could explore deeper soil compared to the multi-coil sensor. The second study revealed that the multi-coil EMI sensor was a more accurate and suitable sensor to detect small metallic targets in the shallow soils than the multi-frequency EMI sensor. Finally, I concluded that the multi-coil EMI sensor is a more appropriate compared to the multi-frequency sensor, to investigate depth sensitivity (DS) analysis as well as the spatiotemporal variability of ECₐ as a proxy of soil properties in shallow (agricultural) soils in western Newfoundland. Thesis Newfoundland Memorial University of Newfoundland: Research Repository
institution Open Polar
collection Memorial University of Newfoundland: Research Repository
op_collection_id ftmemorialuniv
language English
description Ground-based electromagnetic induction (EMI) sensors play a significant role in shallow soil characterization in precision agriculture. Two different types of EMI sensors were used in this study: (i) a multi-coil and (ii) a multi-frequency. The potential applications of both EMI sensors have been assessed through two different studies at the Pynn’s Brook Research Station, Pasadena, western Newfoundland. One study was on the development of relationships between apparent electrical conductivity (ECₐ) and soil properties, using geostatistical and multivariate statistical approaches, and the second study investigated the depth sensitivity (DS) of multi-coil and multi-frequency EMI sensors using small buried targets of known properties in shallow soils. Soil properties, such as sand, silt, soil moisture content (SMC), cation exchange capacity (CEC), and pore water electrical conductivity (ECw), were identified as significantly influenced soil properties on ECₐ measurements. The multi-frequency EMI sensor is more reliable on ECₐ variability for wet soils than dry soils and it could explore deeper soil compared to the multi-coil sensor. The second study revealed that the multi-coil EMI sensor was a more accurate and suitable sensor to detect small metallic targets in the shallow soils than the multi-frequency EMI sensor. Finally, I concluded that the multi-coil EMI sensor is a more appropriate compared to the multi-frequency sensor, to investigate depth sensitivity (DS) analysis as well as the spatiotemporal variability of ECₐ as a proxy of soil properties in shallow (agricultural) soils in western Newfoundland.
format Thesis
author Sadatcharam, Kamaleswaran
spellingShingle Sadatcharam, Kamaleswaran
Assessing potential applications of multi-coil and multi-frequency electromagnetic induction sensors for agricultural soils in western Newfoundland
author_facet Sadatcharam, Kamaleswaran
author_sort Sadatcharam, Kamaleswaran
title Assessing potential applications of multi-coil and multi-frequency electromagnetic induction sensors for agricultural soils in western Newfoundland
title_short Assessing potential applications of multi-coil and multi-frequency electromagnetic induction sensors for agricultural soils in western Newfoundland
title_full Assessing potential applications of multi-coil and multi-frequency electromagnetic induction sensors for agricultural soils in western Newfoundland
title_fullStr Assessing potential applications of multi-coil and multi-frequency electromagnetic induction sensors for agricultural soils in western Newfoundland
title_full_unstemmed Assessing potential applications of multi-coil and multi-frequency electromagnetic induction sensors for agricultural soils in western Newfoundland
title_sort assessing potential applications of multi-coil and multi-frequency electromagnetic induction sensors for agricultural soils in western newfoundland
publisher Memorial University of Newfoundland
publishDate 2019
url https://research.library.mun.ca/13806/
https://research.library.mun.ca/13806/1/thesis.pdf
genre Newfoundland
genre_facet Newfoundland
op_relation https://research.library.mun.ca/13806/1/thesis.pdf
Sadatcharam, Kamaleswaran <https://research.library.mun.ca/view/creator_az/Sadatcharam=3AKamaleswaran=3A=3A.html> (2019) Assessing potential applications of multi-coil and multi-frequency electromagnetic induction sensors for agricultural soils in western Newfoundland. Masters thesis, Memorial University of Newfoundland.
op_rights thesis_license
_version_ 1778529053921247232