Adapting smartphone app used in water testing, for soil nutrient analysis
•Smartphone acts as a portable reflectometer.•Smartphone-mediated analysis of soil nitrate and phosphate concentration.•Challenges in utilizing smartphones as reflectometers to measure soil nutrient concentration.•Supports agronomic decision by balancing finance and environment. Smartphone technolog...
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Veröffentlicht in: | Computers and electronics in agriculture 2020-08, Vol.175, p.105532, Article 105532 |
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Zusammenfassung: | •Smartphone acts as a portable reflectometer.•Smartphone-mediated analysis of soil nitrate and phosphate concentration.•Challenges in utilizing smartphones as reflectometers to measure soil nutrient concentration.•Supports agronomic decision by balancing finance and environment.
Smartphone technology has now penetrated every aspect of modern life. At such high rates of access and utilization, there is today much potential for the development of smartphones as high-performing tools in a number of industries. Traditionally, smartphones have been used as e.g. point-of-care testing devices in developing countries; now a similar approach can be extended to agriculture. This paper assesses the viability of utilizing smartphones in soil analysis. An Android-based smartphone application, in conjunction with commercially available Quantofix® test strips, was employed to analyze 92 soil samples collected across Indonesia. The soils tested encompassed a wide range of different textures (with 13%, 60% and 25% of samples constituting sandy, loamy and clayey soils, respectively), soil organic matter contents (range: 0.8–19.7%) and nutrient concentrations (range for plant-available N: 0.1–137.4 mg kg−1 and P: 1.2 to 64.2 mg kg−1; on dry soil basis). The app utilizes the smartphone as a portable reflectometer, which relates the color of test strips to the concentration of particular nutrients present in the soil medium. Three mobile devices currently available on the market, representing low, mid- and high-end products, were used to test the application. The results obtained via the smartphone were compared against standard methods for determination of extractable nitrate-N and exchangeable phosphorus (Olsen-P) under laboratory conditions. The smartphone-mediated soil analysis was found to have a high degree of agreement with standard methods for nitrate-N determination (87% of samples with nitrate-N differed by less than 10 mg kg−1 from the standard method for the high-end smartphone) but not for phosphorus determination where chemical interferences to test strip colour development were noted. All three mobile devices were shown to be effective as portable reflectometers. However, color perception was found to differ amongst the devices, resulting in a consistent bias between the high-end phone and the remaining appliances. Whereas, it is essential to consider the inter-smartphone variability in readings and environmental factors such as temperature prior to the smartpho |
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ISSN: | 0168-1699 1872-7107 |
DOI: | 10.1016/j.compag.2020.105532 |