Translation of Irrigation, Drainage, and Electrical Conductivity Data in a Soilless Culture System into Plant Growth Information for the Development of an Online Indicator Related to Plant Nutritional Aspects
Electrical conductivity of the growing media or drainage indicates the nutritional conditions in the cultivation system. However, the nutrient uptake phenomenon has not been related well to the soilless culture system. Herein, we report on the design, theoretical analyses, and verification of a meth...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2020-09-01
|
| Series: | Agronomy |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2073-4395/10/9/1306 |
| _version_ | 1827707023964241920 |
|---|---|
| author | Tae In Ahn Jung-Seok Yang Soo Hyun Park Heon Woo Moon Ju Young Lee |
| author_facet | Tae In Ahn Jung-Seok Yang Soo Hyun Park Heon Woo Moon Ju Young Lee |
| author_sort | Tae In Ahn |
| collection | DOAJ |
| description | Electrical conductivity of the growing media or drainage indicates the nutritional conditions in the cultivation system. However, the nutrient uptake phenomenon has not been related well to the soilless culture system. Herein, we report on the design, theoretical analyses, and verification of a method for an online indicator related to plant nutritional aspects. Models for simulating nutrient and water transport in a porous medium were constructed for analyses of the nutrient uptake estimation method. In simulation analyses, we summarized the theoretical relationships between flow rates of total nutrients in a substrate and nutrient uptake. For concept validation, we conducted a greenhouse experiment for correlation analysis with the growth of tomato plants, conventional nutrient, and water management indicators, and developed online indicators related to plant nutritional aspects. Onsite application of the indicator showed a higher correlation with tomato yield than conventional management indicators, such as transpiration, irrigation, drainage ratio, leaching fraction, and electrical conductivity of drainage. In addition, to assess the usability of a nutrient uptake indicator as an onsite decision-making technique, data normalization was conducted. Through this, the time series responsiveness of a nutrient uptake indicator to the yield change was confirmed. |
| first_indexed | 2024-03-10T16:37:47Z |
| format | Article |
| id | doaj.art-5c4677d4ee6e4609ac33aa0ee625cfef |
| institution | Directory Open Access Journal |
| issn | 2073-4395 |
| language | English |
| last_indexed | 2024-03-10T16:37:47Z |
| publishDate | 2020-09-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Agronomy |
| spelling | doaj.art-5c4677d4ee6e4609ac33aa0ee625cfef2023-11-20T12:15:11ZengMDPI AGAgronomy2073-43952020-09-01109130610.3390/agronomy10091306Translation of Irrigation, Drainage, and Electrical Conductivity Data in a Soilless Culture System into Plant Growth Information for the Development of an Online Indicator Related to Plant Nutritional AspectsTae In Ahn0Jung-Seok Yang1Soo Hyun Park2Heon Woo Moon3Ju Young Lee4Smart Farm Research Center, KIST Gangneung Institute of Natural Products, Gangneung 25451, KoreaSmart Farm Research Center, KIST Gangneung Institute of Natural Products, Gangneung 25451, KoreaSmart Farm Research Center, KIST Gangneung Institute of Natural Products, Gangneung 25451, KoreaSmart Farm Research Center, KIST Gangneung Institute of Natural Products, Gangneung 25451, KoreaSmart Farm Research Center, KIST Gangneung Institute of Natural Products, Gangneung 25451, KoreaElectrical conductivity of the growing media or drainage indicates the nutritional conditions in the cultivation system. However, the nutrient uptake phenomenon has not been related well to the soilless culture system. Herein, we report on the design, theoretical analyses, and verification of a method for an online indicator related to plant nutritional aspects. Models for simulating nutrient and water transport in a porous medium were constructed for analyses of the nutrient uptake estimation method. In simulation analyses, we summarized the theoretical relationships between flow rates of total nutrients in a substrate and nutrient uptake. For concept validation, we conducted a greenhouse experiment for correlation analysis with the growth of tomato plants, conventional nutrient, and water management indicators, and developed online indicators related to plant nutritional aspects. Onsite application of the indicator showed a higher correlation with tomato yield than conventional management indicators, such as transpiration, irrigation, drainage ratio, leaching fraction, and electrical conductivity of drainage. In addition, to assess the usability of a nutrient uptake indicator as an onsite decision-making technique, data normalization was conducted. Through this, the time series responsiveness of a nutrient uptake indicator to the yield change was confirmed.https://www.mdpi.com/2073-4395/10/9/1306nutrient uptakedecision supportwater use efficiencynutrient use efficiency |
| spellingShingle | Tae In Ahn Jung-Seok Yang Soo Hyun Park Heon Woo Moon Ju Young Lee Translation of Irrigation, Drainage, and Electrical Conductivity Data in a Soilless Culture System into Plant Growth Information for the Development of an Online Indicator Related to Plant Nutritional Aspects Agronomy nutrient uptake decision support water use efficiency nutrient use efficiency |
| title | Translation of Irrigation, Drainage, and Electrical Conductivity Data in a Soilless Culture System into Plant Growth Information for the Development of an Online Indicator Related to Plant Nutritional Aspects |
| title_full | Translation of Irrigation, Drainage, and Electrical Conductivity Data in a Soilless Culture System into Plant Growth Information for the Development of an Online Indicator Related to Plant Nutritional Aspects |
| title_fullStr | Translation of Irrigation, Drainage, and Electrical Conductivity Data in a Soilless Culture System into Plant Growth Information for the Development of an Online Indicator Related to Plant Nutritional Aspects |
| title_full_unstemmed | Translation of Irrigation, Drainage, and Electrical Conductivity Data in a Soilless Culture System into Plant Growth Information for the Development of an Online Indicator Related to Plant Nutritional Aspects |
| title_short | Translation of Irrigation, Drainage, and Electrical Conductivity Data in a Soilless Culture System into Plant Growth Information for the Development of an Online Indicator Related to Plant Nutritional Aspects |
| title_sort | translation of irrigation drainage and electrical conductivity data in a soilless culture system into plant growth information for the development of an online indicator related to plant nutritional aspects |
| topic | nutrient uptake decision support water use efficiency nutrient use efficiency |
| url | https://www.mdpi.com/2073-4395/10/9/1306 |
| work_keys_str_mv | AT taeinahn translationofirrigationdrainageandelectricalconductivitydatainasoillessculturesystemintoplantgrowthinformationforthedevelopmentofanonlineindicatorrelatedtoplantnutritionalaspects AT jungseokyang translationofirrigationdrainageandelectricalconductivitydatainasoillessculturesystemintoplantgrowthinformationforthedevelopmentofanonlineindicatorrelatedtoplantnutritionalaspects AT soohyunpark translationofirrigationdrainageandelectricalconductivitydatainasoillessculturesystemintoplantgrowthinformationforthedevelopmentofanonlineindicatorrelatedtoplantnutritionalaspects AT heonwoomoon translationofirrigationdrainageandelectricalconductivitydatainasoillessculturesystemintoplantgrowthinformationforthedevelopmentofanonlineindicatorrelatedtoplantnutritionalaspects AT juyounglee translationofirrigationdrainageandelectricalconductivitydatainasoillessculturesystemintoplantgrowthinformationforthedevelopmentofanonlineindicatorrelatedtoplantnutritionalaspects |