2019
DOI: 10.1109/jsen.2018.2890462
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Microwave Sensor for Nitrate and Phosphate Concentration Sensing

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Cited by 27 publications
(4 citation statements)
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“…Among CPS for P monitoring, the few examples in the literature that propose smart systems with embedded data analytics either demonstrate poor selectivity or a lack of validation against gold standard analytical testing ( Akhter et al., 2022 ; Harnsoongnoen et al., 2019 ; Nag et al., 2019 ) (Table S1). To date, all CPS have focused on ortho-P in the peer reviewed literature, or more accurately soluble molybdate reactive phosphorus.…”
Section: Emergence Of Cyber Physical Systems For Monitoring Pmentioning
confidence: 99%
“…Among CPS for P monitoring, the few examples in the literature that propose smart systems with embedded data analytics either demonstrate poor selectivity or a lack of validation against gold standard analytical testing ( Akhter et al., 2022 ; Harnsoongnoen et al., 2019 ; Nag et al., 2019 ) (Table S1). To date, all CPS have focused on ortho-P in the peer reviewed literature, or more accurately soluble molybdate reactive phosphorus.…”
Section: Emergence Of Cyber Physical Systems For Monitoring Pmentioning
confidence: 99%
“…PCR method was used to divide samples into two groups using the S21 magnitude: sugars and organic acids (blue oval) and salts (red oval) in Figure 10. The following year Harnsoongnoen et al [58] proposed a novel approach to discriminate between phosphorus and nitrate using the transmission coefficient and the ratio between the resonance frequency and the frequency bandwidth at the magnitude of 10 dB. This proposed method offers high sensitivity for both nitrate and phosphates, but not yet the required specificity.…”
Section: Progresses and Challenges In Microwave Spectroscopymentioning
confidence: 99%
“…8 Although ion chromatography and spectrophotometry used in the conventional plant nitrate tests provide high sensitivity and selectivity, they are not suitable for field application due to high cost, poor portability, and considerable consumption of agent and reagent. Low-cost portable sensors have recently been reported for monitoring nitrate availability in soils based on various sensing mechanisms, including ionselective electrodes, 9,10 field-effect transistors, 11 microwave resonance, 12 reflectance spectrometers, 13 microfluidic electrophoresis chips, 14 and enzymatic electrochemical sensors. 15 However, tools are unavailable for direct measurement of the nitrate concentration in planta without complex sample preparations, which has limited our ability to evaluate the nitrogen needs of plants (deficient, marginal, optimal, or excessive) and benchmark the performance of nitrogen management.…”
Section: Introductionmentioning
confidence: 99%