Soil Water Sensor Performance and Corrections with Multiple Installation Orientations and Depths under Three Agricultural Irrigation Treatments

Performance evaluations and corrections of soil water sensors have not been studied using different installation orientations under various irrigation treatments in the Texas High Plains. This study evaluated the performance of four sensors using factory calibration and derived field corrections as...

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Main Authors: Yong Chen, Gary W. Marek, Thomas H. Marek, Kevin R. Heflin, Dana O. Porter, Jerry E. Moorhead, David K. Brauer
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/13/2872
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spelling doaj-d63e7f61f90449cc9941d20bad0bafe22020-11-24T21:35:13ZengMDPI AGSensors1424-82202019-06-011913287210.3390/s19132872s19132872Soil Water Sensor Performance and Corrections with Multiple Installation Orientations and Depths under Three Agricultural Irrigation TreatmentsYong Chen0Gary W. Marek1Thomas H. Marek2Kevin R. Heflin3Dana O. Porter4Jerry E. Moorhead5David K. Brauer6Department of Ecosystem Science and Management, Texas A&M University, College Station, TX 77843, USAUSDA-ARS Conservation and Production Research Laboratory, 300 Simmons Rd., Unit 10, Bushland, TX 79012, USATexas A&M AgriLife Research and Extension Center at Amarillo, 6500 Amarillo Blvd. W., Amarillo, TX 79106, USATexas A&M AgriLife Research and Extension Center at Amarillo, 6500 Amarillo Blvd. W., Amarillo, TX 79106, USATexas A&M AgriLife Research and Extension Center at Lubbock, 1102 E FM 1294, Lubbock, TX 79403, USAUSDA-ARS Conservation and Production Research Laboratory, 300 Simmons Rd., Unit 10, Bushland, TX 79012, USAUSDA-ARS Conservation and Production Research Laboratory, 300 Simmons Rd., Unit 10, Bushland, TX 79012, USAPerformance evaluations and corrections of soil water sensors have not been studied using different installation orientations under various irrigation treatments in the Texas High Plains. This study evaluated the performance of four sensors using factory calibration and derived field corrections as compared to calibrated neutron moisture meters (NMMs). Sensor performance was assessed using horizontal insertion, laid horizontal placement, and vertical insertion at 15.2, 45.7, and 76.2 cm depths in a clay loam soil with three irrigation treatments. Results indicated the factory-calibrated Acclima 315 L performed satisfactorily using horizontal insertion as compared to NMM measurements at 45.7 and 76.2 cm depths with a ±2% mean difference (MD) and <3.5% root mean square error (RMSE). The factory-calibrated Acclima 315 L using horizontal insertion also performed satisfactorily across all irrigation treatments according to soil profile water storage (MD = 0.36% and RMSE = 3.25%). Generally, the factory-calibrated Decagon GS1 and Campbell Scientific 655 using vertical insertion agreed more closely with NMM measurements compared with other installation orientations. There was a significant underestimation of water storage (>60 mm) in the 0.9 m soil profile using the Watermark 200SS. In summary, field corrections are required for Decagon GS1, Campbell Scientific 655, and Watermark 200SS sensors.https://www.mdpi.com/1424-8220/19/13/2872soil water sensorsoil water measurementsoil water contentneutron moisture metercornsemi-arid regionfactory calibrationfield correction
collection DOAJ
language English
format Article
sources DOAJ
author Yong Chen
Gary W. Marek
Thomas H. Marek
Kevin R. Heflin
Dana O. Porter
Jerry E. Moorhead
David K. Brauer
spellingShingle Yong Chen
Gary W. Marek
Thomas H. Marek
Kevin R. Heflin
Dana O. Porter
Jerry E. Moorhead
David K. Brauer
Soil Water Sensor Performance and Corrections with Multiple Installation Orientations and Depths under Three Agricultural Irrigation Treatments
Sensors
soil water sensor
soil water measurement
soil water content
neutron moisture meter
corn
semi-arid region
factory calibration
field correction
author_facet Yong Chen
Gary W. Marek
Thomas H. Marek
Kevin R. Heflin
Dana O. Porter
Jerry E. Moorhead
David K. Brauer
author_sort Yong Chen
title Soil Water Sensor Performance and Corrections with Multiple Installation Orientations and Depths under Three Agricultural Irrigation Treatments
title_short Soil Water Sensor Performance and Corrections with Multiple Installation Orientations and Depths under Three Agricultural Irrigation Treatments
title_full Soil Water Sensor Performance and Corrections with Multiple Installation Orientations and Depths under Three Agricultural Irrigation Treatments
title_fullStr Soil Water Sensor Performance and Corrections with Multiple Installation Orientations and Depths under Three Agricultural Irrigation Treatments
title_full_unstemmed Soil Water Sensor Performance and Corrections with Multiple Installation Orientations and Depths under Three Agricultural Irrigation Treatments
title_sort soil water sensor performance and corrections with multiple installation orientations and depths under three agricultural irrigation treatments
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2019-06-01
description Performance evaluations and corrections of soil water sensors have not been studied using different installation orientations under various irrigation treatments in the Texas High Plains. This study evaluated the performance of four sensors using factory calibration and derived field corrections as compared to calibrated neutron moisture meters (NMMs). Sensor performance was assessed using horizontal insertion, laid horizontal placement, and vertical insertion at 15.2, 45.7, and 76.2 cm depths in a clay loam soil with three irrigation treatments. Results indicated the factory-calibrated Acclima 315 L performed satisfactorily using horizontal insertion as compared to NMM measurements at 45.7 and 76.2 cm depths with a ±2% mean difference (MD) and <3.5% root mean square error (RMSE). The factory-calibrated Acclima 315 L using horizontal insertion also performed satisfactorily across all irrigation treatments according to soil profile water storage (MD = 0.36% and RMSE = 3.25%). Generally, the factory-calibrated Decagon GS1 and Campbell Scientific 655 using vertical insertion agreed more closely with NMM measurements compared with other installation orientations. There was a significant underestimation of water storage (>60 mm) in the 0.9 m soil profile using the Watermark 200SS. In summary, field corrections are required for Decagon GS1, Campbell Scientific 655, and Watermark 200SS sensors.
topic soil water sensor
soil water measurement
soil water content
neutron moisture meter
corn
semi-arid region
factory calibration
field correction
url https://www.mdpi.com/1424-8220/19/13/2872
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