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The land, water, and energy requirements of hydroponics were compared to those of conventional agriculture by example of lettuce production in Yuma, Arizona, USA. Data were obtained from crop budgets and governmental agricultural statistics, and contrasted with theoretical data for hydroponic lettuce production derived by using engineering equations populated with literature values. Yields of lettuce per greenhouse unit (815 m2) of 41 ± 6.1 kg/m2/y had water and energy demands of 20 ± 3.8 L/kg/y and 90,000 ± 11,000 kJ/kg/y (±standard deviation), respectively. In comparison, conventional production yielded 3.9 ± 0.21 kg/m2/y of produce, with water and energy demands of 250 ± 25 L/kg/y and 1100 ± 75 kJ/kg/y, respectively. Hydroponics offered 11 ± 1.7 times higher yields but required 82 ± 11 times more energy compared to conventionally produced lettuce. To the authors' knowledge, this is the first quantitative comparison of conventional and hydroponic produce production by example of lettuce grown in the southwestern United States. It identified energy availability as a major factor in assessing the sustainability of hydroponics, and it points to water-scarce settings offering an abundance of renewable energy (e.g., from solar, geothermal, or wind power) as particularly attractive regions for hydroponic agriculture.
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... These semi-controlled environments can improve plant yield and quality, reduce pest and disease pressures, and extend growing seasons for crops when compared to conventional production methods. For example, lettuce grown hydroponically in a greenhouse used 13 ± 2.7 times less water and yielded 11 ± 1.7 times more than conventionally grown lettuce, though it did require 82 ± 11 times more energy (Barbosa et al., 2015). Vertical farms grow plants with soilless cultivation methods in air-tight, thermally insulated buildings with controlled lighting and environmental conditions which can provide great benefits when compared to greenhouses. ...
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Introduction This study investigates the quality of air temperature data collected from a small-scale Controlled Environment Agriculture (CEA) system using low-cost IoT sensors during lettuce cultivation at four different temperatures. Ensuring data quality in CEA systems is essential, as it affects system stability and operational efficiency. This research aims to assess system stability by analyzing the correlation between cumulative agricultural operations (Agr.Ops) and air temperature data variability. Methods The methodology involved collecting air temperature data from IoT sensors in the CEA system throughout lettuce cultivation trials. A generalized linear model regression analysis was conducted to examine the relationship between cumulative Agr.Ops and the z-scores of air temperature residuals, which served as an indicator of system stability. Outliers in the sensor data were identified and analyzed to evaluate their impact on system performance. Residual distribution and curve fitting techniques were used to determine the best distribution model for the sensor data, with a log-normal distribution found to be the best fit. Results Regression analysis indicated a strong inverse relationship between cumulative Agr.Ops and residual z-scores, suggesting that increased Agr.Ops correlated with a higher presence of outliers and a decrease in system stability. The residual analysis highlighted that outliers could be attributed to potential issues such as sensor noise, drift, or other sources of uncertainty in data collection. Across different trials, the system displayed varying degrees of resistance to cumulative Agr.Ops, with some trials showing increased resilience over time. Discussion The alternative decomposition method used effectively identified outliers and provided valuable insights into the functionality of the system under different operational loads. This study highlights the importance of addressing uncertainties in indoor farming systems by improving surrogate data models, refining sensor selection, and ensuring data redundancy. The proposed method offers a promising approach for enhancing monitoring and managing uncertainties in CEA systems, contributing to improved stability and efficiency in indoor farming.
... Soilless farming methods, such as hydroponics or aeroponics, allow for efficient cultivation without traditional soil-based approaches. These innovative techniques enhance resource utilization and sustainability in agriculture (Lages Barbosa et al. 2015). By utilizing soilless farming methods, plants can thrive indoors, freeing up land for alternative purposes. ...
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Rice cultivation is experiencing a groundbreaking change with introducing hydroponic nurseries, which offer a sustainable and efficient alternative to traditional soil-based seedling methods. This method of rice farming uses hydroponics principles to improve resource utilization and foster seedling growth. Hydroponic nurseries address various challenges in traditional rice cultivation. Soil-based nurseries require extensive land preparation, high water usage, and face risks from soil-borne diseases and pests. Hydroponic systems offer precise control over the growth conditions. Rice seedlings can benefit from customized nutrient solutions, promoting ideal growth conditions and minimizing water and fertilizer usage. Hydroponic rice nurseries are highly resource efficient, which is a major advantage. These systems recycle water and nutrients, reducing waste and runoff. This not only saves water, which is crucial in rice-growing areas, but also safeguards local ecosystems by preventing fertilizer runoff into natural waterways. Additionally, we can create hydroponic nurseries in locations that are not ideal for traditional farming, such as urban areas or regions with inadequate soil conditions. Enhanced seedling vigor is also a result of the controlled environment in hydroponic systems. Under these conditions, seedlings tend to be more consistent and stronger, with fully developed roots. The consistency in uniformity results in more even crop growth after transplanting seedlings. Additionally, the absence of soil reduces the likelihood of disease transmission during the nursery stage, resulting in healthier plants that are more resistant to stress after transplantation. Scalability and flexibility are also provided by hydroponic nurseries. We can design systems that can handle different production scales, ranging from small farms to big commercial operations. Hydroponics offers rice farmers a way to boost productivity without needing more land. Hydroponic nurseries offer an innovative approach to growing rice that focuses on conserving resources and promoting seedling well-being. Through adopting this technology, farmers can increase yields while reducing environmental impact, leading to a more sustainable future in agriculture.
... While aeroponics offers precise environmental control and year-round production of high-quality, pathogen-free minitubers, it faces economic challenges, such as high equipment costs and energy demands [69]. However, its benefits are notable in regions with limited water resources or poor soil quality, where aeroponics can significantly improve water efficiency and nutrient uptake [70,71]. ...
Article
Indoor farming in plant factories with artificial lighting (PFAL) offers optimized growing conditions and higher water, light, and land surface use efficiencies compared to greenhouses or open field agriculture but faces challenges related to energy consumption. The objective of this work is to evaluate the feasibility of using a rotational cultivation system for indoor-grown lettuce production. We compare a rotational cultivation system to a horizontal control cultivation system in terms of yields, resource efficiency, quality at harvest, and postharvest storage capacity. No significant differences were observed in yields, water use efficiency, light use efficiency, or postharvest storage capacity between the systems. Energy and land surface use efficiencies were higher in the rotational cultivation system compared to the control and consistent with the literature. However, a slight trend toward lower fresh and dry weights throughout the cultivation period in the rotational system was noted, correlating with reduced net photosynthesis during the first two hours and at the end of the lighting period. This effect was attributed to decreased stomatal conductance and photosystem II efficiency. Furthermore, the rotational cultivation system modified the quality by modifying the global polyphenol profile of the lettuce compared to the control. Based on yields and efficiencies, we show the feasibility of using a rotational cultivation system for indoor lettuce production.
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This paper explores hydroponic vertical systems as a sustainable solution to modern agricultural challenges, particularly those posed by climate change. Hydroponics, a method of growing plants without soil using nutrient-rich water solutions, offers significant advantages over traditional farming. Vertical systems maximize space efficiency by growing plants in stacked layers, making them ideal for urban environments with limited space. These systems provide a controlled environment that mitigates the impacts of extreme weather, ensuring consistent crop production. The paper reviews various hydroponic techniques, including deep water culture, nutrient film technique, flood and drain, and drip irrigation. It highlights the efficiency of water use in hydroponics, crucial for areas facing water scarcity. Advanced technologies, such as sensors, automated nutrient delivery, and LED lighting, are employed to optimize growing conditions, enhance resource use efficiency, and improve crop yields. LED lights, in particular, offer energy efficiency, customizable spectra, and low heat output. Mathematical models are used to maximize plant development and resource efficiency, providing a framework for understanding plant-environment interactions. Despite high initial setup costs and the need for technical expertise, hydroponic systems present long-term economic and environmental benefits. This paper underscores hydroponic vertical systems' potential to revolutionize urban agriculture, ensuring food security and sustainability amidst climate change challenges.
Article
About 40% of the world’s total energy consumption is related to buildings. Urban buildings need sustainable energy solutions to overcome this issue. This research aims to evaluate the performance of a novel building-integrated small-scale vertical green system that combines the buildings and the agri-food sectors, two significant energy-consuming sectors, to decrease total energy consumption and environmental hazards. The novelty of the manuscript lies in the proposal and exploration of an experimentally verified simulation model to assess the effects of using such building-integrated agricultural systems on societal energy consumption and environmental impact. For this purpose, a novel experimentally verified simulation of the system was conducted using DesignBuilder building simulation software. The results were analyzed to determine the changes in total energy consumption and annual CO 2 production values from a societal perspective. Moreover, the results were compared with the total outcomes of a separate building and a standard greenhouse under the same product and conditions. The findings indicated that the total energy consumption and CO 2 production reductions due to the use of the proposed novel system were 28.54% and 31.20%, respectively.
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During an eight month period, hydroponic lettuce growth experiments, consisting of 35 different supplemental lighting treatments, were conducted in five identical greenhouse sections in order to: (1) determine how supplemental lighting can be used to ensure consistent and timely year-round greenhouse lettuce production in New York State, and (2) provide greenhouse growers and researchers with a computer simulation program to study the effects of different daily integrated light levels, indoor temperature, and plant spacing on the growth and development of lettuce. The daily integrated photosynthetically active radiation (PAR) was kept constant during each of the treatments by supplementing the solar PAR with PAR from 400 Watt high pressure sodium (HPS) lamps. Among treatments, daily PAR varied between 4 and 22 mol m-2 d-1. The indoor greenhouse environment was computer controlled and carbon dioxide enrichment (up to 1000 ppm) was used during the light period, but only when no ventilation was needed to maintain the temperature set point. The temperature was maintained at 24 and 18.8 deg C during the light and dark periods respectively. During the first 11 days, the lettuce seedlings were kept in a growth chamber under fluorescent lamps. After transplant, the plants remained 24 days in the greenhouse. Maintaining a daily PAR of 17 mol m-2 d-1 in the greenhouse resulted in a marketable lettuce head with a fresh weight of 150 grams (nearly 7 grams of dry weight) at 35 days after seeding. Lettuce tipburn was prevented using an overhead fan which blew ambient air downward onto the lettuce plants. The computer simulation program predicts dry weight production based on environment conditions in the green¬house and plant parameters extracted from the literature. The universal crop growth model SUCROS87 was adjusted and incorporated in the simulation program. Using long-term average daily solar radiation data collected for Ithaca, NY, the simulation model successfully predicted dry weight production compared to plant dry weights measured during growth trials which were performed at Cornell University. The simulation program will be a helpful tool for commercial lettuce growers and future research.
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This review article describes the highlights of ten years of hydroponic lettuce (Lactuca sativa; butterhead lettuce) research conducted at Cornell University (Ithaca, NY, USA) throughout most of the nineties. Both the nutrient film technique (NFT) and the deep flow system were used for experimentation. Supplemental lighting and CO 2 enrichment strategies were developed in an attempt to minimize the crop production cycle while producing tipburn-free lettuce. A computer model was developed to simulate hydroponic lettuce production under different environment conditions and plant spacings. Based on the research findings, a commercially scaled pilot greenhouse facility was designed, constructed, and operated to demonstrate the economic feasibility of hydroponic lettuce production in upstate New York, USA. Introduction Cornell University's Controlled Environment Agriculture (CEA) Program has been involved in greenhouse hydroponic lettuce production research since 1991. This research and development effort has received major financial support from local utility companies and state energy organizations because these organizations were interested in identifying industries that could use electricity during off-peak hours. One of the main goals of the research has been to develop a production system for fresh, high-quality, pesticide-free hydroponic lettuce that is produced close to the final retail market. This proximity to final market would increase product freshness and reduce the transportation costs involved with shipping produce over large distances as is customary in the United States. Year-round and rapid production is made possible with accurate greenhouse climate control, including the integration of supplemental lighting, shading, and CO 2 enrichment of the greenhouse air. Especially during the darker winter months, supplemental lighting is needed to sustain sufficiently rapid plant growth required for profitable production. One of the challenges of the location (Ithaca, NY, USA) was to deal with the significant fluctuation in daily light integrals from day-to-day and from season-to-season (Figure 1). Without consistent light integrals, consistent year -round production (i.e., following the same production cycle independent of the outside weather conditions) will be difficult to realize. From Figure 1, it is clear that both supplemental lighting and shading systems are needed throughout the year in order to provide the plants with a consistent daily integrated light level.
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Com o objetivo de avaliar a ação do regime de irrigação na produção da alface cv. "Regina" em sistema hidropônico NFT, foi conduzido um experimento no Departamento de Fitotecnia da Universidade Federal de Santa Maria, de maio a junho (outono) de 2005. Os tratamentos constituíram-se de três diferentes intervalos entre irrigações; 15min, 30min e 45min a cada irrigação de 15min. O delineamento experimental foi o de blocos ao acaso com três repetições. Foram realizadas as medidas fenométricas área foliar, fitomassa seca da parte aérea e fitomassa seca total, no momento do transplante e aos seis, nove, 16, 20 e 23 dias após o transplante. Não houve diferença significativa entre as variáveis fenométricas. O intervalo de 45 min entre irrigações destacou-se por ter proporcionado diminuição no custo da energia elétrica de 42,1%, sem prejuízos à produtividade.
Article
Recent irradiance level improvements in light-emitting diode (LED) technology has allowed this equipment to compete as suitable replacements to traditional highpressure sodium (HPS) lamps in hydroponics growth environments. The current study compares LED and HPS lighting technologies for supplemental lighting in a greenhouse at HydroSerre Mirabel (Mirabel, Quebec, Canada) for the growth of Boston lettuce (Lactuca sativa var. capitata). The light treatments were applied for 2 hours before sunset and 8.5 hours after sunset to extend the photoperiod to 18 hours. An average total light irradiance (natural and supplemental) of 71.3 mol·m-2 for HPS and 35.8 mol·m-2 for LED were recorded over the 4 weeks of each experimental run. Wet and dry biomass of the shoots was recorded. On average, HPS light treatments produced significantly similar shoot biomass compared with LED light treatment, although the LED lamps provided roughly half the amount of supplemental light compared with the HPS lamps during the 4 weeks of the experimental treatment. Analysis of the lettuce samples showed no significant difference in concentrations of β-carotene, chlorophyll a, chlorophyll b, neoxanthin, lutein, and antheraxanthin among the light treatments; however, violaxanthin concentrations showed a statistical difference resulting from light treatment. When measured on an energy basis, the LED lamps provide an energy savings of at least 33.8% and the minimal "regular" HPS provided an energy savings of 77.8% over the HPS treatment.
Article
The effect of pre-harvest light intensity on the quality of hydroponically-grown lettuce (Lactuca sativa var. capitata L.) was studied by growing lettuce under 48 h of continuous illumination delivered by red- or blue-light-emitting diodes (LEDs) with a red:blue ratio of 4.0. Four light intensity treatments (50, 100, 150, or 200 μmol m-2 s-1) were applied.The results showed that the nitrate concentrations in lettuce shoots decreased significantly after treatment with 48 h of continuous light, while the contents of soluble sugars and vitamin C increased substantially. It was observed that the effect of pre-harvest short-duration continuous light (PSCL) on improving lettuce quality was significantly influenced by the intensity of the light. The decrease in nitrate concentration and the increases in soluble sugars and vitamin C contents were relatively low at a light intensity of 50 μmol m-2 s-1, but increased gradually as the light intensity increased from 50 μmol m-2 s-1 to 200 μmol m-2 s-1. However, the marginal benefit of increased light intensity in lowering nitrate concentration and increaseing vitamin C content declined rapidly when the light intensity increased beyond 100 μmol m-2 s-1. In conclusion, PSCL offers an effective method by which to improve the quality of lettuce, and a light intensity of between 100 μmol m-2 s-1 - 150 μmol m-2 s-1 is the economic optimum.
Article
In 1976, a method of growing lettuce and other leafy vegetables on a floating raft of expanded plastic was developed independently by researchers at the University of Arizona and the University of Pisa in Italy. Today facilities exist in a number of countries including the United States, Japan and Canada. Termed "Deep Flow Hydroponics," the system consists of horizontal, rectangular shaped tanks lined with plastic and filled with nutrient solutions. Those developed in Arizona measured 4 m x 70 m, and 30 cm deep. This method of hydroponics continues to grow in popularity due to the ability to control root temperatures, either by heating the nutrient solutions or chilling the solutions to reduce bolting, especially important in tropical and desert regions of the world. Concurrent with the development of the production system, were harvesting and packaging experiments. Packaging individual heads in air-sealed plastic bags extended the shelf-life up to three weeks, plus provided protection during transportation. Today, with the introduction of new specialty, leafy vegetables as those common in Mesclun (a variety of tender leafy salad greens) a renewed interest has been created in deep flow hydroponics.
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Ecosystem services are the benefits people obtain from ecosystems, such as provisioning of fresh water, food, feed, fiber, biodiversity, energy, and nutrient cycling. Agricultural production can substantially affect the functioning of ecosystems, both positively and negatively. Growth in global food production over the past half century has required trade offs between ecosystem services, resulting in an overall decline in the supply of services other than food, feed, and fiber. 1 The purpose of this report is to provide an overview of the impacts of agricultural technologies and practices on ecosystem services such as soil fertility, water, biodiversity, air, and climate. Intensification allows farmers to obtain greater yields per unit time and area by planting more crops each year, specializing in repetitive cultivation of modern varieties, and using higher amounts of external inputs. 2 The report describes the environmental impacts of different aspects of intensification in the following sections. Table 1 contains a summary of technologies and their environmental impacts. Section One describes the impacts of intensive cropping practices, including monoculture, continuous cropping, conventional tillage, intensive livestock systems, and cultivation in fragile hillside areas. Section Two covers the impacts of using inputs associated with intensification, such as inorganic fertilizers, pesticides, irrigation systems, and new seed varieties.
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Increasing energy and water concerns in Arizona are the driving forces to improve the efficiency of agricultural production within the state. In this article we address the energy and water uses in growing a variety of crops in Arizona. The goal of the research project is to identify and quantify all energy and water uses from the production of the initial seed, through the treatments of the soil and various chemical introductions, all the way until the crop is harvested in the field. Thus, the analysis is “from seed to the edge of the field.” Using a series of secondary data sources, the article provides ranges for the energy and water consumption for the predominant crops grown in the major agriculture areas of the state.
Chapter 15: Soil-less Culture for Greenhouse Crops in the Mediterranean Countries. Methyl Bromide Alternatives for North African and Southern European Countries. United Nations Publication
  • F Tognoni
  • A Pardossi
Tognoni, F.; Pardossi, A. Chapter 15: Soil-less Culture for Greenhouse Crops in the Mediterranean Countries. Methyl Bromide Alternatives for North African and Southern European Countries. United Nations Publication. ISBN: 92-807-1803-3. Available online: http://www.unep.fr/ ozonaction/information/mmcfiles/3204-e.pdf (accessed on 30 January 2015).