Quantitative Analysis and Correction of Temperature Effects on Fluorescent Tracer Concentration Measurement

To ensure an accurate evaluation of pesticide spray application efficiency and pesticide mixture uniformity, reliable and accurate measurements of fluorescence concentrations in spray solutions are critical. The objectives of this research were to examine the effects of solution temperature on measu...

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Main Authors: Zhihong Zhang, Heping Zhu, Huseyin Guler
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/12/11/4501
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spelling doaj-022dbeeabbf74d0586b5f3adc2cd5e222020-11-25T03:42:11ZengMDPI AGSustainability2071-10502020-06-01124501450110.3390/su12114501Quantitative Analysis and Correction of Temperature Effects on Fluorescent Tracer Concentration MeasurementZhihong Zhang0Heping Zhu1Huseyin Guler2College of Agriculture and Food, Kunming University of Science and Technology, Kunming 650500, ChinaUSDA-ARS Application Technology Research Unit, Wooster, OH 44691, USADepartment of Agricultural Engineering and Technology, Ege University, 35040 Izmir, TurkeyTo ensure an accurate evaluation of pesticide spray application efficiency and pesticide mixture uniformity, reliable and accurate measurements of fluorescence concentrations in spray solutions are critical. The objectives of this research were to examine the effects of solution temperature on measured concentrations of fluorescent tracers as the simulated pesticides and to develop models to correct the deviation of measurements caused by temperature variations. Fluorescent tracers (Brilliant Sulfaflavine (BSF), Eosin, Fluorescein sodium salt) were selected for tests with the solution temperatures ranging from 10.0 °C to 45.0 °C. The results showed that the measured concentrations of BSF decreased as the solution temperature increased, and the decrement rate was high at the beginning and then slowed down and tended to become constant. In contrast, the concentrations of Eosin decreased slowly at the beginning and then noticeably increased as temperatures increased. On the other hand, the concentrations of Fluorescein sodium salt had little variations with its solution temperature. To ensure the measurement accuracy, correction models were developed using the response surface methodology to numerically correct the measured concentration errors due to variations with the solution temperature. Corrected concentrations using the models agreed well with the actual concentrations, and the overall relative errors were reduced from 42.36% to 2.91% for BSF, 11.72% to 1.55% for Eosin, and 2.68% to 1.17% for Fluorescein sodium salt. Thus, this approach can be used to improve pesticide sprayer performances by accurately quantifying droplet deposits on target crops and off-target areas.https://www.mdpi.com/2071-1050/12/11/4501agricultural sprayerspray deposition and driftfluorescent tracerpesticidesconcentration measurementmixing uniformity
collection DOAJ
language English
format Article
sources DOAJ
author Zhihong Zhang
Heping Zhu
Huseyin Guler
spellingShingle Zhihong Zhang
Heping Zhu
Huseyin Guler
Quantitative Analysis and Correction of Temperature Effects on Fluorescent Tracer Concentration Measurement
Sustainability
agricultural sprayer
spray deposition and drift
fluorescent tracer
pesticides
concentration measurement
mixing uniformity
author_facet Zhihong Zhang
Heping Zhu
Huseyin Guler
author_sort Zhihong Zhang
title Quantitative Analysis and Correction of Temperature Effects on Fluorescent Tracer Concentration Measurement
title_short Quantitative Analysis and Correction of Temperature Effects on Fluorescent Tracer Concentration Measurement
title_full Quantitative Analysis and Correction of Temperature Effects on Fluorescent Tracer Concentration Measurement
title_fullStr Quantitative Analysis and Correction of Temperature Effects on Fluorescent Tracer Concentration Measurement
title_full_unstemmed Quantitative Analysis and Correction of Temperature Effects on Fluorescent Tracer Concentration Measurement
title_sort quantitative analysis and correction of temperature effects on fluorescent tracer concentration measurement
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2020-06-01
description To ensure an accurate evaluation of pesticide spray application efficiency and pesticide mixture uniformity, reliable and accurate measurements of fluorescence concentrations in spray solutions are critical. The objectives of this research were to examine the effects of solution temperature on measured concentrations of fluorescent tracers as the simulated pesticides and to develop models to correct the deviation of measurements caused by temperature variations. Fluorescent tracers (Brilliant Sulfaflavine (BSF), Eosin, Fluorescein sodium salt) were selected for tests with the solution temperatures ranging from 10.0 °C to 45.0 °C. The results showed that the measured concentrations of BSF decreased as the solution temperature increased, and the decrement rate was high at the beginning and then slowed down and tended to become constant. In contrast, the concentrations of Eosin decreased slowly at the beginning and then noticeably increased as temperatures increased. On the other hand, the concentrations of Fluorescein sodium salt had little variations with its solution temperature. To ensure the measurement accuracy, correction models were developed using the response surface methodology to numerically correct the measured concentration errors due to variations with the solution temperature. Corrected concentrations using the models agreed well with the actual concentrations, and the overall relative errors were reduced from 42.36% to 2.91% for BSF, 11.72% to 1.55% for Eosin, and 2.68% to 1.17% for Fluorescein sodium salt. Thus, this approach can be used to improve pesticide sprayer performances by accurately quantifying droplet deposits on target crops and off-target areas.
topic agricultural sprayer
spray deposition and drift
fluorescent tracer
pesticides
concentration measurement
mixing uniformity
url https://www.mdpi.com/2071-1050/12/11/4501
work_keys_str_mv AT zhihongzhang quantitativeanalysisandcorrectionoftemperatureeffectsonfluorescenttracerconcentrationmeasurement
AT hepingzhu quantitativeanalysisandcorrectionoftemperatureeffectsonfluorescenttracerconcentrationmeasurement
AT huseyinguler quantitativeanalysisandcorrectionoftemperatureeffectsonfluorescenttracerconcentrationmeasurement
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