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Hill D, Conte L, Nelson D, Hammond J, Bell L. Investigating the water availability hypothesis of pot binding: small pots and infrequent irrigation confound the effects of drought stress in potato ( Solanum tuberosum L.). FRONTIERS IN PLANT SCIENCE 2024; 15:1399250. [PMID: 38938631 PMCID: PMC11208687 DOI: 10.3389/fpls.2024.1399250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 05/20/2024] [Indexed: 06/29/2024]
Abstract
To maximise the throughput of novel, high-throughput phenotyping platforms, many researchers have utilised smaller pot sizes to increase the number of biological replicates that can be grown in spatially limited controlled environments. This may confound plant development through a process known as "pot binding", particularly in larger species including potato (Solanum tuberosum), and under water-restricted conditions. We aimed to investigate the water availability hypothesis of pot binding, which predicts that small pots have insufficient water holding capacities to prevent drought stress between irrigation periods, in potato. Two cultivars of potato were grown in small (5 L) and large (20 L) pots, were kept under polytunnel conditions, and were subjected to three irrigation frequencies: every other day, daily, and twice daily. Plants were phenotyped with two Phenospex PlantEye F500s and canopy and tuber fresh mass and dry matter were measured. Increasing irrigation frequency from every other day to daily was associated with a significant increase in fresh tuber yield, but only in large pots. This suggests a similar level of drought stress occurred between these treatments in the small pots, supporting the water availability hypothesis of pot binding. Further increasing irrigation frequency to twice daily was still not sufficient to increase yields in small pots but it caused an insignificant increase in yield in the larger pots, suggesting some pot binding may be occurring in large pots under daily irrigation. Canopy temperatures were significantly higher under each irrigation frequency in the small pots compared to large pots, which strongly supports the water availability hypothesis as higher canopy temperatures are a reliable indicator of drought stress in potato. Digital phenotyping was found to be less accurate for larger plants, probably due to a higher degree of self-shading. The research demonstrates the need to define the optimum pot size and irrigation protocols required to completely prevent pot binding and ensure drought treatments are not inadvertently applied to control plants.
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Affiliation(s)
- Dominic Hill
- School of Agriculture, Policy and Development, University of Reading, Reading, United Kingdom
| | - Lorenzo Conte
- School of Agriculture, Policy and Development, University of Reading, Reading, United Kingdom
| | | | - John Hammond
- School of Agriculture, Policy and Development, University of Reading, Reading, United Kingdom
| | - Luke Bell
- School of Agriculture, Policy and Development, University of Reading, Reading, United Kingdom
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Alvarez-Morezuelas A, Barandalla L, Ritter E, Ruiz de Galarreta JI. Genome-Wide Association Study of Agronomic and Physiological Traits Related to Drought Tolerance in Potato. PLANTS (BASEL, SWITZERLAND) 2023; 12:734. [PMID: 36840081 PMCID: PMC9963855 DOI: 10.3390/plants12040734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 02/02/2023] [Accepted: 02/04/2023] [Indexed: 06/18/2023]
Abstract
Potato (Solanum tuberosum L.) is often considered a water-sensitive crop and its production can be threatened by drought events, making water stress tolerance a trait of increasing interest. In this study, a panel of 144 tetraploid potato genotypes was evaluated for two consecutive years (2019 and 2020) to observe the variation of several physiological traits such as chlorophyll content and fluorescence, stomatal conductance, NDVI, and leaf area and circumference. In addition, agronomic parameters such as yield, tuber fresh weight, tuber number, starch content, dry matter and reducing sugars were determined. GGP V3 Potato array was used to genotype the population, obtaining a total of 18,259 high-quality SNP markers. Marker-trait association was performed using GWASpoly package in R software and Q + K linear mixed models were considered. This approach allowed us to identify eighteen SNP markers significantly associated with the studied traits in both treatments and years, which were related to genes with known functions. Markers related to chlorophyll content and number of tubers under control and stress conditions, and related to stomatal conductance, NDVI, yield and reducing sugar content under water stress, were identified. Although these markers were distributed throughout the genome, the SNPs associated with the traits under control conditions were found mainly on chromosome 11, while under stress conditions they were detected on chromosome 4. These results contribute to the knowledge of the mechanisms of potato tolerance to water stress and are useful for future marker-assisted selection programs.
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Hill D, Nelson D, Hammond J, Bell L. Morphophysiology of Potato ( Solanum tuberosum) in Response to Drought Stress: Paving the Way Forward. FRONTIERS IN PLANT SCIENCE 2021; 11:597554. [PMID: 33519850 PMCID: PMC7844204 DOI: 10.3389/fpls.2020.597554] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Accepted: 12/21/2020] [Indexed: 05/27/2023]
Abstract
The cultivated potato (Solanum tuberosum L.) is currently the third most important food crop in the world and is becoming increasingly important to the local economies of developing countries. Climate change threatens to drastically reduce potato yields in areas of the world where the growing season is predicted to become hotter and drier. Modern potato is well known as an extremely drought susceptible crop, which has primarily been attributed to its shallow root system. This review addresses this decades old consensus, and highlights other, less well understood, morphophysiological features of potato which likely contribute to drought susceptibility. This review explores the effects of drought on these traits and goes on to discuss phenotypes which may be associated with drought tolerance in potato. Small canopies which increase harvest index and decrease evapotranspiration, open stem-type canopies which increase light penetration, and shallow but densely rooted cultivars, which increase water uptake, have all been associated with drought tolerance in the past, but have largely been ignored. While individual studies on a limited number of cultivars may have examined these phenotypes, they are typically overlooked due to the consensus that root depth is the only significant cause of drought susceptibility in potato. We review this work, particularly with respect to potato morphology, in the context of a changing climate, and highlight the gaps in our understanding of drought tolerance in potato that such work implies.
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Affiliation(s)
- Dominic Hill
- School of Agriculture, Policy and Development, University of Reading, Reading, United Kingdom
| | | | - John Hammond
- School of Agriculture, Policy and Development, University of Reading, Reading, United Kingdom
| | - Luke Bell
- School of Agriculture, Policy and Development, University of Reading, Reading, United Kingdom
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Harris F, Moss C, Joy EJM, Quinn R, Scheelbeek PFD, Dangour AD, Green R. The Water Footprint of Diets: A Global Systematic Review and Meta-analysis. Adv Nutr 2020; 11:375-386. [PMID: 31756252 PMCID: PMC7442390 DOI: 10.1093/advances/nmz091] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 06/19/2019] [Accepted: 07/30/2019] [Indexed: 01/30/2023] Open
Abstract
Agricultural water requirements differ between foods. Population-level dietary preferences are therefore a major determinant of agricultural water use. The "water footprint" (WF) represents the volume of water consumed in the production of food items, separated by water source; blue WF represents ground and surface water use, and green WF represents rain water use. We systematically searched for published studies using the WF to assess the water use of diets. We used the available evidence to quantify the WF of diets in different countries, and grouped diets in patterns according to study definition. "Average" patterns equated to those currently consumed, whereas "healthy" patterns included those recommended in national dietary guidelines. We searched 7 online databases and identified 41 eligible studies that reported the dietary green WF, blue WF, or total WF (green plus blue) (1964 estimates for 176 countries). The available evidence suggests that, on average, European (170 estimates) and Oceanian (18 estimates) dietary patterns have the highest green WFs (median per capita: 2999 L/d and 2924 L/d, respectively), whereas Asian dietary patterns (98 estimates) have the highest blue WFs (median: 382 L/d per capita). Foods of animal origin are major contributors to the green WFs of diets, whereas cereals, fruits, nuts, and oils are major contributors to the blue WF of diets. "Healthy" dietary patterns (425 estimates) had green WFs that were 5.9% (95% CI: -7.7, -4.0) lower than those of "average" dietary patterns, but they did not differ in their blue WFs. Our review suggests that changes toward healthier diets could reduce total water use of agriculture, but would not affect blue water use. Rapid dietary change and increasing water security concerns underscore the need for a better understanding of the amount and type of water used in food production to make informed policy decisions.
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Affiliation(s)
- Francesca Harris
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Leverhulme Centre for Integrative Research on Agriculture and Health, London, United Kingdom
- Centre on Climate Change and Planetary Health, London School of Hygiene and Tropical Medicine, United Kingdom
| | - Cami Moss
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Leverhulme Centre for Integrative Research on Agriculture and Health, London, United Kingdom
- Centre on Climate Change and Planetary Health, London School of Hygiene and Tropical Medicine, United Kingdom
| | - Edward J M Joy
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Leverhulme Centre for Integrative Research on Agriculture and Health, London, United Kingdom
- Centre on Climate Change and Planetary Health, London School of Hygiene and Tropical Medicine, United Kingdom
| | - Ruth Quinn
- The School of Biological Sciences, University of Aberdeen, Aberdeen, United Kingdom
| | - Pauline F D Scheelbeek
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Leverhulme Centre for Integrative Research on Agriculture and Health, London, United Kingdom
- Centre on Climate Change and Planetary Health, London School of Hygiene and Tropical Medicine, United Kingdom
| | - Alan D Dangour
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Leverhulme Centre for Integrative Research on Agriculture and Health, London, United Kingdom
- Centre on Climate Change and Planetary Health, London School of Hygiene and Tropical Medicine, United Kingdom
| | - Rosemary Green
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Leverhulme Centre for Integrative Research on Agriculture and Health, London, United Kingdom
- Centre on Climate Change and Planetary Health, London School of Hygiene and Tropical Medicine, United Kingdom
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Kahramanoğlu İ, Usanmaz S, Alas T. Water footprint and irrigation use efficiency of important crops in Northern Cyprus from an environmental, economic and dietary perspective. Saudi J Biol Sci 2020; 27:134-141. [PMID: 31889827 PMCID: PMC6933246 DOI: 10.1016/j.sjbs.2019.06.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 06/03/2019] [Accepted: 06/08/2019] [Indexed: 11/05/2022] Open
Abstract
Availability of freshwater is currently one of the most important limiting factors for crop production and food security throughout the world. Northern Cyprus is one of the world’s most important countries that has been facing drought and salinization problems since the 1970 s. The present study aimed to determine the irrigation use efficiency (IUE), irrigation economic productivity (IEP), irrigation economic efficiency (IEE) and irrigation dietary efficiency (IDE) of some major crops in Northern Cyprus to ensure better planning for sustainable water management, not only for Northern Cyprus but also for all countries facing similar problems. The results of the present study showed that both carob and fig crops require the least amount (24 L) of irrigation to produce 1 kg of fruit, and “open field” lettuce and “greenhouse” eggplant require the least amount (10 and 16 L) of irrigation to produce 1 kg of vegetables in Northern Cyprus. The irrigation economic productivity (IEP) and irrigation dietary efficiency (IDE) of crops were also found to be significantly different and meaningful for different crops. Our results showed that reshaping the distribution of crops based on their water consumption would reduce the use of water resources while continuing to feed the population.
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Affiliation(s)
- İbrahim Kahramanoğlu
- European University of Lefke, Faculty of Agricultural Sciences and Technologies, Lefke, Northern Cyprus via Mersin 10, 99780, Turkey
| | - Serhat Usanmaz
- European University of Lefke, Faculty of Agricultural Sciences and Technologies, Lefke, Northern Cyprus via Mersin 10, 99780, Turkey
| | - Turgut Alas
- European University of Lefke, Faculty of Agricultural Sciences and Technologies, Lefke, Northern Cyprus via Mersin 10, 99780, Turkey
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Water Quantity and Quality under Future Climate and Societal Scenarios: A Basin-Wide Approach Applied to the Sorraia River, Portugal. WATER 2018. [DOI: 10.3390/w10091186] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Water resources are impacted by several stressors like over-population and over consumption that compromises their availability. These stressors are expected to progressively intensify due to climate change in most regions of the world, with direct impact on watersheds and river systems. This study investigates the effect of different watershed pressure scenarios due to climate change in the hydrological regime of the Sorraia River basin, Portugal. This catchment includes one of the largest irrigated areas in the country, thus being strongly influenced by anthropogenic activities, associated to hydrological (irrigation, flow regulation, damming) and nutrient stressors. The Soil Water Assessment Tool has been used to simulate water flow and nutrient dynamics in the watershed while considering inputs from two climate models and three societal scenarios. Results have shown that the predicted rainfall reductions will have a significant impact on river flow and nutrient concentrations when compared to baseline conditions. River flow will expectably decrease by 75%, while nitrogen and phosphorus concentrations in river water will expectably increase by 500% and 200%, respectively. These differences are more evident for storylines that consider increasing pressures such as population growth and agricultural expansion marked with unsustainable practices and increased reliance on technology. The results of this study indicate a possible future outcome and provide effective guidelines for the formulation of water management policies to counter the impacts of climate change and corresponding environmental pressures in the Sorraia River basin.
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Hao Y, Xie Y, Ma J, Zhang W. The critical role of local policy effects in arid watershed groundwater resources sustainability: A case study in the Minqin oasis, China. THE SCIENCE OF THE TOTAL ENVIRONMENT 2017; 601-602:1084-1096. [PMID: 28599365 DOI: 10.1016/j.scitotenv.2017.04.177] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Revised: 04/18/2017] [Accepted: 04/23/2017] [Indexed: 06/07/2023]
Abstract
Designed as a watershed groundwater restoration policy (WGRP), the Comprehensive Treatment Program of the Shiyang River Basin (CTSRB) was launched in 2006 to restore the groundwater resources in the Minqin oasis, northwestern China. This study sought to verify the recovery effects of CTSRB implementation from the perspective of groundwater depth. We reconstructed the spatio-temporal distribution of groundwater depth at interannual and pixel scales by using digital groundwater depth models (DGDMs), based on the ordinary kriging interpolation method. Using DGDMs data, various measures of the groundwater table (e.g., regional depths, surface areas, depletion cones, and conditions in irrigated regions including Ba, Quanshan, and Hu) were quantitatively analyzed and compared for the pre-CTSRB (2001-2006), CTSRB I (2006-2010), and CTSRB II (2010-2015) periods, for which spatial trends in the annual amplitudes of groundwater depth were compared. Finally, strategies that impacted the groundwater behavior before and during the CTSRB periods, possible indirect and adverse effects, and long-term strategies and prospects were discussed. The results showed that groundwater depth first declined sharply, before increasing slowly and stabilizing after implementation of the CTSRB. Areas of greater groundwater depth (<-20m) and four groundwater depletion cones expanded during the pre-CTSRB period, whereas variable shrinking trends were detected during the CTSRB period. Spatial analysis showed that groundwater recovery mainly occurred along the periphery of the three irrigated regions, among which recovery effects in Hu were more obvious than those in Quanshan and Ba, with pumping-well densities the main reason for the difference. Therefore, various strategies (increasing the surface water supply, reducing groundwater mining, and some other auxiliary measures) of CTSRB together supported groundwater recovery in the Minqin oasis. Overall, this research demonstrates an innovative perspective to verify the effects of WGRPs in arid and semi-arid areas.
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Affiliation(s)
- Yuanyuan Hao
- College of Earth and Environmental Sciences, Lanzhou University, Lanzhou 730000, PR China; The Key Laboratory of Western China's Environmental Systems, Ministry of Education (MOE), Lanzhou 730000, PR China
| | - Yaowen Xie
- College of Earth and Environmental Sciences, Lanzhou University, Lanzhou 730000, PR China; The Key Laboratory of Western China's Environmental Systems, Ministry of Education (MOE), Lanzhou 730000, PR China.
| | - Jinhui Ma
- College of Earth and Environmental Sciences, Lanzhou University, Lanzhou 730000, PR China
| | - Wenpei Zhang
- College of Earth and Environmental Sciences, Lanzhou University, Lanzhou 730000, PR China
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Optimal Allocation Method of Irrigation Water from River and Lake by Considering the Field Water Cycle Process. WATER 2017. [DOI: 10.3390/w9120911] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Yue W, Cai Y, Xu L, Yang Z, Yin X, Su M. Industrial water resources management based on violation risk analysis of the total allowable target on wastewater discharge. Sci Rep 2017; 7:5055. [PMID: 28698579 PMCID: PMC5506039 DOI: 10.1038/s41598-017-04508-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Accepted: 05/17/2017] [Indexed: 12/03/2022] Open
Abstract
To improve the capabilities of conventional methodologies in facilitating industrial water allocation under uncertain conditions, an integrated approach was developed through the combination of operational research, uncertainty analysis, and violation risk analysis methods. The developed approach can (a) address complexities of industrial water resources management (IWRM) systems, (b) facilitate reflections of multiple uncertainties and risks of the system and incorporate them into a general optimization framework, and (c) manage robust actions for industrial productions in consideration of water supply capacity and wastewater discharging control. The developed method was then demonstrated in a water-stressed city (i.e., the City of Dalian), northeastern China. Three scenarios were proposed according to the city’s industrial plans. The results indicated that in the planning year of 2020 (a) the production of civilian-used steel ships and machine-made paper & paperboard would reduce significantly, (b) violation risk of chemical oxygen demand (COD) discharge under scenario 1 would be the most prominent, compared with those under scenarios 2 and 3, (c) the maximal total economic benefit under scenario 2 would be higher than the benefit under scenario 3, and (d) the production of rolling contact bearing, rail vehicles, and commercial vehicles would be promoted.
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Affiliation(s)
- Wencong Yue
- Research Center for Eco-environmental Engineering, Dongguan University of Technology, Dongguan, 523808, China.,State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing, 100875, China.,School of Environment and Energy, South China University of Technology, Guangzhou, Guangdong, 510006, China
| | - Yanpeng Cai
- State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing, 100875, China. .,Institute for Energy, Environment and Sustainable Communities, University of Regina, Regina, Saskatchewan, S4S 7H9, Canada. .,Beijing Engineering Research Center for Watershed Environmental Restoration & Integrated Ecological Regulation, School of Environment, Beijing Normal University, Beijing, 100875, China.
| | - Linyu Xu
- State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing, 100875, China
| | - Zhifeng Yang
- Research Center for Eco-environmental Engineering, Dongguan University of Technology, Dongguan, 523808, China. .,State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing, 100875, China.
| | - Xin'An Yin
- State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing, 100875, China
| | - Meirong Su
- Research Center for Eco-environmental Engineering, Dongguan University of Technology, Dongguan, 523808, China
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Vanham D, Del Pozo S, Pekcan AG, Keinan-Boker L, Trichopoulou A, Gawlik BM. Water consumption related to different diets in Mediterranean cities. THE SCIENCE OF THE TOTAL ENVIRONMENT 2016; 573:96-105. [PMID: 27552733 DOI: 10.1016/j.scitotenv.2016.08.111] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Revised: 08/16/2016] [Accepted: 08/16/2016] [Indexed: 06/06/2023]
Abstract
Providing the sustainable development goals (SDGs) water, food and energy security to cities relies strongly on resource use outside city borders. Many modern cities have recently invested in a sustainable urban water system, and score high in international city rankings regarding water management and direct urban water use. However, these rankings generally neglect external resource use for cities. Here we quantify the water resources related to food consumption in thirteen cities located in Mediterranean countries, by means of the water footprint (WF) concept. These WFs amount from 3277l per capita per day (l/cap/d) to 5789l/cap/d. These amounts are about thirty times higher than their direct urban water use. We additionally analyse the WF of three diet scenarios, based upon a Mediterranean dietary pattern. Many authors identify the Mediterranean diet as cultural heritage, being beneficial for human health and a model for a sustainable food system. The first diet scenario, a healthy Mediterranean diet including meat, leads to WF reductions of -19% to -43%. The second diet scenario (pesco-vegetarian), leads to WF reductions of -28% to -52%. The third diet scenario (vegetarian), leads to WF reductions of -30% to -53%. In other words, if urban citizens want to save water, they need to look at their diets.
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Affiliation(s)
- D Vanham
- European Commission, Joint Research Centre, Directorate for Sustainable Resources, Water and Marine Resources Unit, Via E. Fermi 2749, 21027 Ispra, VA, Italy.
| | - S Del Pozo
- Departamento de Nutrición y Bromatología I, Universidad Complutense de Madrid, Madrid, Spain
| | - A G Pekcan
- Department of Nutrition and Dietetics, Hasan Kalyoncu University, School of Health Sciences, Gaziantep, Turkey
| | - L Keinan-Boker
- Israel Center for Disease Control, Israel Ministry of Health, Israel
| | | | - B M Gawlik
- European Commission, Joint Research Centre, Directorate for Sustainable Resources, Water and Marine Resources Unit, Via E. Fermi 2749, 21027 Ispra, VA, Italy
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