Nanotechnology and artificial intelligence to enable sustainable and precision agriculture

P Zhang, Z Guo, S Ullah, G Melagraki, A Afantitis… - Nature Plants, 2021 - nature.com
Climate change, increasing populations, competing demands on land for production of
biofuels and declining soil quality are challenging global food security. Finding sustainable …

[HTML][HTML] Hydroponic solutions for soilless production systems: issues and opportunities in a smart agriculture perspective

P Sambo, C Nicoletto, A Giro, Y Pii… - Frontiers in plant …, 2019 - frontiersin.org
Soilless cultivation represent a valid opportunity for the agricultural production sector,
especially in areas characterized by severe soil degradation and limited water availability …

[HTML][HTML] Effects of temperature, relative humidity, and carbon dioxide concentration on growth and glucosinolate content of kale grown in a plant factory

M Chowdhury, S Kiraga, MN Islam, M Ali, MN Reza… - Foods, 2021 - mdpi.com
The growth of plants and their glucosinolate content largely depend on the cultivation
environment; however, there are limited reports on the optimization of ambient …

[HTML][HTML] Technological trends and engineering issues on vertical farms: a review

MSN Kabir, MN Reza, M Chowdhury, M Ali… - Horticulturae, 2023 - mdpi.com
Vertical farming has emerged as a promising solution to cope with increasing food demand,
urbanization pressure, and limited resources and to ensure sustainable year-round urban …

Advanced monitoring of hydroponic solutions using ion-selective electrodes and the internet of things: a review

A Richa, M Fizir, S Touil - Environmental Chemistry Letters, 2021 - Springer
Hydroponic cultivation is a promising alternative that could address environmental and food
issues. Hydroponic cultivation allows farmers to reduce the amount of fertilizers and water …

[HTML][HTML] Development and testing of an IoT spectroscopic nutrient monitoring system for use in micro indoor smart hydroponics

JD Stevens, D Murray, D Diepeveen, D Toohey - Horticulturae, 2023 - mdpi.com
Nutrient monitoring in Micro Indoor Smart Hydroponics (MISH) relies on measuring electrical
conductivity or total dissolved solids to determine the amount of nutrients in a hydroponic …

HUM: A review of hydrochemical analysis using ultraviolet-visible absorption spectroscopy and machine learning

JB Carter, R Huffaker, A Singh, E Bean - Science of The Total Environment, 2023 - Elsevier
There is a need to develop improved methods for water quality analysis. Traditionally, water
quality analysis is performed in a laboratory on discrete samples or in the field with simple …

On-site ion monitoring system for precision hydroponic nutrient management

WJ Cho, HJ Kim, DH Jung, DW Kim, TI Ahn… - … and electronics in …, 2018 - Elsevier
Hydroponic solutions used in greenhouses or plant factories are usually evaluated based on
their electrical conductivity (EC) and pH. However, EC and pH cannot provide sufficient …

[HTML][HTML] Hybrid Signal-Processing Method Based on Neural Network for Prediction of NO3, K, Ca, and Mg Ions in Hydroponic Solutions Using an Array of Ion …

WJ Cho, HJ Kim, DH Jung, HJ Han, YY Cho - Sensors, 2019 - mdpi.com
In closed hydroponics, fast and continuous measurement of individual nutrient
concentrations is necessary to improve water-and nutrient-use efficiencies and crop …

Validation testing of an ion-specific sensing and control system for precision hydroponic macronutrient management

DH Jung, HJ Kim, WJ Cho, SH Park… - Computers and electronics …, 2019 - Elsevier
Ion-specific nutrient management systems would replace conventional electrical conductivity-
based management systems for more efficient maintenance of the concentration of each ion …