1
|
Ahdoot S, Baum CR, Cataletto MB, Hogan P, Wu CB, Bernstein A. Climate Change and Children's Health: Building a Healthy Future for Every Child. Pediatrics 2024; 153:e2023065505. [PMID: 38374808 DOI: 10.1542/peds.2023-065505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/19/2023] [Indexed: 02/21/2024] Open
Abstract
Observed changes in temperature, precipitation patterns, sea level, and extreme weather are destabilizing major determinants of human health. Children are at higher risk of climate-related health burdens than adults because of their unique behavior patterns; developing organ systems and physiology; greater exposure to air, food, and water contaminants per unit of body weight; and dependence on caregivers. Climate change harms children through numerous pathways, including air pollution, heat exposure, floods and hurricanes, food insecurity and nutrition, changing epidemiology of infections, and mental health harms. As the planet continues to warm, climate change's impacts will worsen, threatening to define the health and welfare of children at every stage of their lives. Children who already bear higher burden of disease because of living in low-wealth households and communities, lack of access to high quality education, and experiencing racism and other forms of unjust discrimination bear greater risk of suffering from climate change hazards. Climate change solutions, advanced through collaborative work of pediatricians, health systems, communities, corporations, and governments lead to immediate gains in child health and equity and build a foundation for generations of children to thrive. This technical report reviews the nature of climate change and its associated child health effects and supports the recommendations in the accompanying policy statement on climate change and children's health.
Collapse
Affiliation(s)
- Samantha Ahdoot
- University of Virginia School of Medicine, Charlottesville, Virginia
| | - Carl R Baum
- Section of Pediatric Emergency Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Mary Bono Cataletto
- Division of Pediatric Pulmonology and Sleep Medicine, Department of Pediatrics, New York University Long Island School of Medicine, Mineola, New York
| | - Patrick Hogan
- Pediatric Residency Program, Oregon Health & Science University, Portland, Oregon
| | - Christina B Wu
- O'Neill Center for Global and National Health Law, Georgetown University Law Center, Washington, District of Columbia
| | - Aaron Bernstein
- Division of General Pediatrics, Boston Children's Hospital, and Center for Climate, Health, and the Global Environment, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| |
Collapse
|
2
|
Wei Q, Pan H, Yang Y, Tan S, Zheng L, Wang H, Zhang J, Zhang Z, Wei Y, Wang X, Ma X, Xiong S. Effects of elevated atmospheric [CO 2] on grain starch characteristics in different specialized wheat. FRONTIERS IN PLANT SCIENCE 2024; 14:1334053. [PMID: 38304450 PMCID: PMC10830628 DOI: 10.3389/fpls.2023.1334053] [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: 11/06/2023] [Accepted: 12/29/2023] [Indexed: 02/03/2024]
Abstract
The increasing atmospheric [CO2] poses great challenges to wheat production. Currently, the response of starch characteristics in different specialized wheat cultivars to elevated [CO2], as well as the underlying physiological and molecular mechanisms remains unclear. Therefore, an experiment was conducted with open-top chambers to study the effects of ambient [CO2] [a(CO2)] and elevated [CO2] [e(CO2)] on photosynthetic performance, yield and starch characteristics of bread wheat (Zhengmai 369, ZM369) and biscuit wheat (Yangmai 15, YM15) from 2020 to 2022. The results demonstrated a significant improvement in photosynthetic performance, yield, amylose and amylopectin content, volume ratio of large granules under e[CO2]. Moreover, e[CO2] upregulated the gene expression and enzyme activities of GBSS (Granule-bound starch synthase) and SSS (Soluble starch synthase), increased starch pasting viscosity, gelatinization enthalpy and crystallinity. Compared to YM15, ZM369 exhibited a higher upregulation of GBSSI, greater increase in amylose content and volume ratio of large granules, as well as higher gelatinization enthalpy and crystallinity. However, ZM369 showed a lower increase in amylopectin content and a lower upregulation of SSSI and SSSII. Correlation analysis revealed amylose and amylopectin content had a positive correlation with GBSS and SSS, respectively, a significant positively correlation among the amylose and amylopectin content, starch granule volume, and pasting properties. In conclusion, these changes may enhance the utilization value of biscuit wheat but exhibit an opposite effect on bread wheat. The results provide a basis for selecting suitable wheat cultivars and ensuring food security under future climate change conditions.
Collapse
Affiliation(s)
- Qiongru Wei
- Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Huqiang Pan
- Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Yuxiu Yang
- Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Shichao Tan
- Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Liang Zheng
- Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Huali Wang
- Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Jie Zhang
- Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Zhiyong Zhang
- Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Yihao Wei
- Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Xiaochun Wang
- College of Life Science, Henan Agricultural University, Zhengzhou, China
| | - Xinming Ma
- Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Shuping Xiong
- Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural University, Zhengzhou, China
| |
Collapse
|
3
|
Zhang D, Liu J, Li D, Batchelor WD, Wu D, Zhen X, Ju H. Future climate change impacts on wheat grain yield and protein in the North China Region. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 902:166147. [PMID: 37562625 DOI: 10.1016/j.scitotenv.2023.166147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 07/28/2023] [Accepted: 08/06/2023] [Indexed: 08/12/2023]
Abstract
The threat of global climate change on wheat production may be underestimated by the limited capacity of many crop models to predict grain quality and protein composition. This study aimed to integrate a wheat quality module of protein components into the CROPSIM-CERES-Wheat model to investigate the impact of climate change on wheat grain yield and protein quality in the North China Region (NCR) using five Global Climate Models (GCMs) from CMIP6 under three shared socioeconomic pathways. The CERES-Wheat model with a quality module was developed and calibrated and validated using data from several sites in the NCR. The results of the calibration and validation showed that the modified CERES-Wheat model can accurately predict grain yield, protein content and its components in field experiments. Compared with the baseline period (1981-2010), the annual mean temperature and annual cumulative precipitation increased in the NCR in the 2030's, 2050's and 2080's. The radiation was higher under the SSP126 and SSP585 scenarios, and lower under the SSP370 scenario compared to the baseline period. The anthesis and maturity date occurred earlier under the three future scenarios. The average grain yield increased by 13.3-30.9 % under three future scenarios. However, the regional average grain protein content of winter wheat in the future decreased by 2.0 %- 3.5 %. The reduction in wheat grain protein at the regional was less pronounced under SSP370 than that under SSP126 and SSP585. The structural protein content of winter wheat decreased under future climate conditions compared with the baseline period, but the storage protein content showed the opposite tendency. The model provided a useful tool to study the effects of future climate on grain quality and protein composition. These findings are important for developing agricultural practices and strategies to mitigate the potential impacts of climate change on wheat production and wheat quality in the future.
Collapse
Affiliation(s)
- Di Zhang
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Science, Beijing 100081, China; Department of Biological Engineering, Yangling Vocational & Technical College, Xianyang 712000, China
| | - Jinna Liu
- Department of Biological Engineering, Yangling Vocational & Technical College, Xianyang 712000, China
| | - Dongxiao Li
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Crop Growth Regulation of Hebei Province, College of Agronomy, Hebei Agricultural University, Baoding 071000, China
| | | | - Dongxia Wu
- Natural Resources Institute Finland (Luke), Natural Resources, P.O. Box 68, FI-80100 Joensuu, Finland
| | - Xiaoxing Zhen
- Biosystems Engineering Department, Auburn University, Auburn, AL 36849, USA
| | - Hui Ju
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Science, Beijing 100081, China.
| |
Collapse
|
4
|
Zahra N, Hafeez MB, Wahid A, Al Masruri MH, Ullah A, Siddique KHM, Farooq M. Impact of climate change on wheat grain composition and quality. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2023; 103:2745-2751. [PMID: 36273267 DOI: 10.1002/jsfa.12289] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Revised: 09/10/2022] [Accepted: 10/20/2022] [Indexed: 06/16/2023]
Abstract
Wheat grain quality, an important determinant for human nutrition, is often overlooked when improving crop production for stressed environments. Climate change makes this task more difficult by imposing combined stresses. The scenarios relevant to climate change include elevated CO2 concentrations (eCO2 ) and extreme climatic events such as drought, heat waves, and salinity stresses. However, data on wheat quality in terms of climate change are limited, with no concerted efforts at the global level to provide an equitable and consistent climate risk assessment for wheat grain quality. Climate change induces changes in the quality and composition of wheat grain, a premier staple food crop globally. Climate-change events, such as eCO2 , heat, drought, salinity stress stresses, heat + drought, eCO2 + drought, and eCO2 + heat stresses, alter wheat grain quality in terms of grain weight, nutrient, anti-nutrient, fiber, and protein content and composition, starch granules, and free amino acid composition. Interestingly, in comparison with other stresses, heat stress and drought stress increase phytate content, which restricts the bioavailability of essential mineral elements. All climatic events, except for eCO2 + heat stress, increase grain gliadin content in different wheat varieties. However, grain quality components depend more on inter-varietal difference, stress type, and exposure time and intensity. The climatic events show differential regulation of protein and starch accumulation, and mineral metabolism in wheat grains. Rapid climate shifting impairs wheat productivity and causes grain quality to deteriorate by interrupting the allocation of essential nutrients and photoassimilates. © 2022 Society of Chemical Industry.
Collapse
Affiliation(s)
- Noreen Zahra
- Department of Botany, University of Agriculture, Faisalabad, Pakistan
- Department of Botany, Government College for Women University, Faisalabad, Pakistan
| | | | - Abdul Wahid
- Department of Botany, University of Agriculture, Faisalabad, Pakistan
| | - Muna Hamed Al Masruri
- Department of Plant Sciences, College of Agricultural and Marine Sciences, Sultan Qaboos University, Seeb, Oman
| | - Aman Ullah
- Department of Plant Sciences, College of Agricultural and Marine Sciences, Sultan Qaboos University, Seeb, Oman
| | - Kadambot H M Siddique
- The UWA Institute of Agriculture, The University of Western Australia, Perth, Australia
| | - Muhammad Farooq
- Department of Plant Sciences, College of Agricultural and Marine Sciences, Sultan Qaboos University, Seeb, Oman
- The UWA Institute of Agriculture, The University of Western Australia, Perth, Australia
| |
Collapse
|
5
|
Ferraz de Arruda H, Aleta A, Moreno Y. Food composition databases in the era of Big Data: Vegetable oils as a case study. Front Nutr 2023; 9:1052934. [PMID: 36687693 PMCID: PMC9851468 DOI: 10.3389/fnut.2022.1052934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 12/07/2022] [Indexed: 01/07/2023] Open
Abstract
Understanding the population's dietary patterns and their impacts on health requires many different sources of information. The development of reliable food composition databases is a key step in this pursuit. With them, nutrition and health care professionals can provide better public health advice and guide society toward achieving a better and healthier life. Unfortunately, these databases are full of caveats. Focusing on the specific case of vegetable oils, we analyzed the possible obsolescence of the information and the differences or inconsistencies among databases. We show that in many cases, the information is limited, incompletely documented, old or unreliable. More importantly, despite the many efforts carried out in the last decades, there is still much work to be done. As such, institutions should develop long-standing programs that can ensure the quality of the information on what we eat in the long term. In the face of climate change and complex societal challenges in an interconnected world, the full diversity of the food system needs to be recognized and more efforts should be put toward achieving a data-driven food system.
Collapse
Affiliation(s)
- Henrique Ferraz de Arruda
- ISI Foundation, Turin, Italy,CENTAI Institute, Turin, Italy,*Correspondence: Henrique Ferraz de Arruda ✉
| | - Alberto Aleta
- ISI Foundation, Turin, Italy,Institute for Biocomputation and Physics of Complex Systems (BIFI), University of Zaragoza, Zaragoza, Spain,Department of Theoretical Physics, Faculty of Sciences, University of Zaragoza, Zaragoza, Spain
| | - Yamir Moreno
- ISI Foundation, Turin, Italy,CENTAI Institute, Turin, Italy,Institute for Biocomputation and Physics of Complex Systems (BIFI), University of Zaragoza, Zaragoza, Spain,Department of Theoretical Physics, Faculty of Sciences, University of Zaragoza, Zaragoza, Spain
| |
Collapse
|
6
|
Jiang D, Mulero G, Bonfil DJ, Helman D. Early or late? The role of genotype phenology in determining wheat response to drought under future high atmospheric CO 2 levels. PLANT, CELL & ENVIRONMENT 2022; 45:3445-3461. [PMID: 36098352 PMCID: PMC9828765 DOI: 10.1111/pce.14430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 08/29/2022] [Indexed: 06/01/2023]
Abstract
The combination of a future rise in atmospheric carbon dioxide concentration ([CO2 ]) and drought will significantly impact wheat production and quality. Genotype phenology is likely to play an essential role in such an effect. Yet, its response to elevated [CO2 ] and drought has not been studied before. Here we conducted a temperature-controlled glasshouse [CO2 ] enrichment experiment in which two wheat cultivars with differing maturity timings and life cycle lengths were grown under ambient (aCO2 approximately 400 μmol mol-1 ) and elevated (eCO2 approximately 550 μmol mol-1 ) [CO2 ]. The two cultivars, bred under dry and warm Mediterranean conditions, were well-watered or exposed to drought at 40% pot holding capacity. We aimed to explore water × [CO2 ] × genotype interaction in terms of phenology, physiology, and agronomic trait response. Our results show that eCO2 had a significant effect on plants grown under drought. eCO2 boosted the booting stage of the late-maturing genotype (cv. Ruta), thereby prolonging its booting-to-anthesis period by approximately 3 days (p < 0.05) while unaffecting the phenological timing of the early-maturing genotype (cv. Zahir). The prolonged period resulted in a much higher carbon assimilation rate, particularly during pre-anthesis (+87% for Ruta vs. +22% for Zahir under eCO2 ). Surprisingly, there was no eCO2 effect on transpiration rate and grain protein content in both cultivars and under both water conditions. The higher photosynthesis (and transpiration efficiency) of Ruta was not translated into higher aboveground biomass or grain yield, whereas both cultivars showed a similar increase of approximately 20% in these two traits at eCO2 under drought. Overall, Zahir, the cultivar that responded the least to eCO2, had a more efficient source-to-sink balance with a lower sink limitation than Ruta. The complex water × [CO2 ] × genotype interaction found in this study implies that future projections should account for multifactor interactive effects in modeling wheat response to future climate.
Collapse
Affiliation(s)
- Duo Jiang
- Department of Soil & Water Sciences, Institute of Environmental Sciences, The Robert H. Smith Faculty of Agriculture, Food and EnvironmentThe Hebrew University of JerusalemRehovotIsrael
| | - Gabriel Mulero
- Department of Soil & Water Sciences, Institute of Environmental Sciences, The Robert H. Smith Faculty of Agriculture, Food and EnvironmentThe Hebrew University of JerusalemRehovotIsrael
| | - David J. Bonfil
- Department of Vegetable and Field Crop Research, Agricultural Research OrganizationGilat Research CenterGilatIsrael
| | - David Helman
- Department of Soil & Water Sciences, Institute of Environmental Sciences, The Robert H. Smith Faculty of Agriculture, Food and EnvironmentThe Hebrew University of JerusalemRehovotIsrael
- The Advanced School for Environmental StudiesThe Hebrew University of JerusalemJerusalemIsrael
| |
Collapse
|
7
|
Hay WT, Anderson JA, Garvin DF, McCormick SP, Vaughan MM. Fhb1 disease resistance QTL does not exacerbate wheat grain protein loss at elevated CO 2. FRONTIERS IN PLANT SCIENCE 2022; 13:1034406. [PMID: 36518513 PMCID: PMC9742602 DOI: 10.3389/fpls.2022.1034406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 11/11/2022] [Indexed: 06/17/2023]
Abstract
Fusarium head blight, a devastating cereal crop disease, can cause significant yield losses and contaminate grain with hazardous fungal toxins. Concerningly, recent evidence indicates that substantial grain protein content loss is likely to occur in wheat that is moderately resistant to head blight when it is grown at elevated CO2. Although wheat breeders in North America utilize a number of resistance sources and genes to reduce pathogen damage, the Fhb1 gene is widely deployed. To determine whether Fhb1 is associated with the protein content loss at elevated CO2, twelve near-isogenic spring wheat lines from either a susceptible or moderately susceptible genetic background, and with, or without the Fhb1 QTL, were grown at ambient and elevated CO2 conditions. The near-isogenic lines were evaluated for differences in physiology, productivity, and grain protein content. Our results showed that the Fhb1 QTL did not have any significant effect on plant growth, development, yield, or grain protein content at ambient or elevated CO2. Therefore, other factors in the moderately susceptible wheat genetic background are likely responsible for the more severe grain protein loss at elevated CO2.
Collapse
Affiliation(s)
- William T. Hay
- Mycotoxin Prevention and Applied Microbiology Unit, National Center for Agricultural Utilization Research, Agricultural Research Service, USDA, Peoria, IL, United States
| | - James A. Anderson
- Department of Agronomy & Plant Genetics, University of Minnesota, St. Paul, MN, United States
| | - David F. Garvin
- Department of Agronomy & Plant Genetics, University of Minnesota, St. Paul, MN, United States
| | - Susan P. McCormick
- Mycotoxin Prevention and Applied Microbiology Unit, National Center for Agricultural Utilization Research, Agricultural Research Service, USDA, Peoria, IL, United States
| | - Martha M. Vaughan
- Mycotoxin Prevention and Applied Microbiology Unit, National Center for Agricultural Utilization Research, Agricultural Research Service, USDA, Peoria, IL, United States
| |
Collapse
|
8
|
Wieser H, Koehler P, Scherf KA. Chemistry of wheat gluten proteins: Quantitative composition. Cereal Chem 2022. [DOI: 10.1002/cche.10553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Herbert Wieser
- Hamburg School of Food Science, Institute of Food Chemistry University of Hamburg Hamburg Germany
| | | | - Katharina A. Scherf
- Department of Bioactive and Functional Food Chemistry, Institute of Applied Biosciences Karlsruhe Institute of Technology (KIT) Karlsruhe Germany
| |
Collapse
|
9
|
Rettie FM, Gayler S, K. D. Weber T, Tesfaye K, Streck T. Climate change impact on wheat and maize growth in Ethiopia: A multi-model uncertainty analysis. PLoS One 2022; 17:e0262951. [PMID: 35061854 PMCID: PMC8782302 DOI: 10.1371/journal.pone.0262951] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 01/08/2022] [Indexed: 12/21/2022] Open
Abstract
Ethiopia’s economy is dominated by agriculture which is mainly rain-fed and subsistence. Climate change is expected to have an adverse impact particularly on crop production. Previous studies have shown large discrepancies in the magnitude and sometimes in the direction of the impact on crop production. We assessed the impact of climate change on growth and yield of maize and wheat in Ethiopia using a multi-crop model ensemble. The multi-model ensemble (n = 48) was set up using the agroecosystem modelling framework Expert-N. The framework is modular which facilitates combining different submodels for plant growth and soil processes. The multi-model ensemble was driven by climate change projections representing the mid of the century (2021–2050) from ten contrasting climate models downscaled to finer resolution. The contributions of different sources of uncertainty in crop yield prediction were quantified. The sensitivity of crop yield to elevated CO2, increased temperature, changes in precipitations and N fertilizer were also assessed. Our results indicate that grain yields were very sensitive to changes in [CO2], temperature and N fertilizer amounts where the responses were higher for wheat than maize. The response to change in precipitation was weak, which we attribute to the high water holding capacity of the soils due to high organic carbon contents at the study sites. This may provide the sufficient buffering capacity for extended time periods with low amounts of precipitation. Under the changing climate, wheat productivity will be a major challenge with a 36 to 40% reduction in grain yield by 2050 while the impact on maize was modest. A major part of the uncertainty in the projected impact could be attributed to differences in the crop growth models. A considerable fraction of the uncertainty could also be traced back to different soil water dynamics modeling approaches in the model ensemble, which is often ignored. Uncertainties varied among the studied crop species and cultivars as well. The study highlights significant impacts of climate change on wheat yield in Ethiopia whereby differences in crop growth models causes the large part of the uncertainties.
Collapse
Affiliation(s)
- Fasil Mequanint Rettie
- Institute of Soil Science and Land Evaluation, Biogeophysics, University of Hohenheim, Stuttgart, Germany
- Ethiopian Institute of Agricultural Research, Melkasa, Ethiopia
- * E-mail:
| | - Sebastian Gayler
- Institute of Soil Science and Land Evaluation, Biogeophysics, University of Hohenheim, Stuttgart, Germany
| | - Tobias K. D. Weber
- Institute of Soil Science and Land Evaluation, Biogeophysics, University of Hohenheim, Stuttgart, Germany
| | - Kindie Tesfaye
- International Maize and Wheat Improvement Centre (CIMMYT), Addis Ababa, Ethiopia
| | - Thilo Streck
- Institute of Soil Science and Land Evaluation, Biogeophysics, University of Hohenheim, Stuttgart, Germany
| |
Collapse
|
10
|
Does Climate Change Influence Russian Agriculture? Evidence from Panel Data Analysis. SUSTAINABILITY 2022. [DOI: 10.3390/su14020718] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Agriculture is one of the economic sectors primarily affected by climate change. This impact is very uneven, especially for countries with large territories. This paper examines the contribution of climate change to the improvement in agricultural productivity in Russia over the past two decades. Several ensembles of fixed effects regressions on yields and gross harvests of grain, fruits, and berries, potato, and vegetables were evaluated for a sample of 77 Russian regions over the 2002–2019 period. In contrast to similar studies of the climate impact on Russian agriculture, we considered a larger set of variables, including both Russian and global climate trends, technological factors, and producer prices. Russian weather trends such as winter softening and increase in summer heat have a significant but opposite effect on yields. An interesting finding is a significant and mostly positive influence of global climatic variables, such as the CO2 concentration, El Niño and La Niña events on both harvests and yields. Although technological factors are the main drivers of growth in Russian agricultural performance over the past 20 years, we found a strong positive effect on yield and gross harvest only for mineral fertilizers. The influence of the other variables is mixed, which is mainly due to data quality and aggregation errors.
Collapse
|
11
|
Fusarium head blight resistance exacerbates nutritional loss of wheat grain at elevated CO 2. Sci Rep 2022; 12:15. [PMID: 34996967 PMCID: PMC8741757 DOI: 10.1038/s41598-021-03890-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Accepted: 12/07/2021] [Indexed: 11/08/2022] Open
Abstract
The nutritional integrity of wheat is jeopardized by rapidly rising atmospheric carbon dioxide (CO2) and the associated emergence and enhanced virulence of plant pathogens. To evaluate how disease resistance traits may impact wheat climate resilience, 15 wheat cultivars with varying levels of resistance to Fusarium Head Blight (FHB) were grown at ambient and elevated CO2. Although all wheat cultivars had increased yield when grown at elevated CO2, the nutritional contents of FHB moderately resistant (MR) cultivars were impacted more than susceptible cultivars. At elevated CO2, the MR cultivars had more significant differences in plant growth, grain protein, starch, fructan, and macro and micro-nutrient content compared with susceptible wheat. Furthermore, changes in protein, starch, phosphorus, and magnesium content were correlated with the cultivar FHB resistance rating, with more FHB resistant cultivars having greater changes in nutrient content. This is the first report of a correlation between the degree of plant pathogen resistance and grain nutritional content loss in response to elevated CO2. Our results demonstrate the importance of identifying wheat cultivars that can maintain nutritional integrity and FHB resistance in future atmospheric CO2 conditions.
Collapse
|
12
|
Bloom AJ, Plant RE. Wheat grain yield decreased over the past 35 years, but protein content did not change. JOURNAL OF EXPERIMENTAL BOTANY 2021; 72:6811-6821. [PMID: 34318881 DOI: 10.1093/jxb/erab343] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 07/20/2021] [Indexed: 06/13/2023]
Abstract
The extent to which rising atmospheric CO2 concentration has already influenced food production and quality is uncertain. Here, we analyzed annual field trials of autumn-planted common wheat in California from 1985 to 2019, a period during which the global atmospheric CO2 concentration increased 19%. Even after accounting for other major factors (cultivar, location, degree-days, soil temperature, total water applied, nitrogen fertilization, and pathogen infestation), wheat grain yield and protein yield declined 13% over this period, but grain protein content did not change. These results suggest that exposure to gradual CO2 enrichment over the past 35 years has adversely affected wheat grain and protein yield, but not grain protein content.
Collapse
Affiliation(s)
- Arnold J Bloom
- Department of Plant Sciences, University of California at Davis, Davis, CA, USA
| | - Richard E Plant
- Department of Plant Sciences and Biological and Agricultural Engineering, University of California at Davis, Davis, CA, USA
| |
Collapse
|
13
|
Semba RD, Askari S, Gibson S, Bloem MW, Kraemer K. The Potential Impact of Climate Change on the Micronutrient-Rich Food Supply. Adv Nutr 2021; 13:80-100. [PMID: 34607354 PMCID: PMC8803495 DOI: 10.1093/advances/nmab104] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 07/27/2021] [Accepted: 08/25/2021] [Indexed: 11/13/2022] Open
Abstract
Micronutrient deficiencies are a major cause of morbidity and mortality in low- and middle-income countries worldwide. Climate change, characterized by increasing global surface temperatures and alterations in rainfall, has the capacity to affect the quality and accessibility of micronutrient-rich foods. The goals of this review are to summarize the potential effects of climate change and its consequences on agricultural yield and micronutrient quality, primarily zinc, iron, and vitamin A, of plant foods and upon the availability of animal foods, to discuss the implications for micronutrient deficiencies in the future, and to present possible mitigation and adaptive strategies. In general, the combination of increasing atmospheric carbon dioxide and rising temperature is predicted to reduce the overall yield of major staple crops, fruits, vegetables, and nuts, more than altering their micronutrient content. Crop yield is also reduced by elevated ground-level ozone and increased extreme weather events. Pollinator loss is expected to reduce the yield of many pollinator-dependent crops such as fruits, vegetables, and nuts. Sea-level rise resulting from melting of ice sheets and glaciers is predicted to result in coastal inundation, salt intrusion, and loss of coral reefs and mangrove forests, with an adverse impact upon coastal rice production and coastal fisheries. Global ocean fisheries catch is predicted to decline because of ocean warming and declining oxygen. Freshwater warming is also expected to alter ecosystems and reduce inland fisheries catch. In addition to limiting greenhouse gas production, adaptive strategies include postharvest fortification of foods; micronutrient supplementation; biofortification of staple crops with zinc and iron; plant breeding or genetic approaches to increase zinc, iron, and provitamin A carotenoid content of plant foods; and developing staple crops that are tolerant of abiotic stressors such as elevated carbon dioxide, elevated temperature, and increased soil salinity.
Collapse
Affiliation(s)
| | - Sufia Askari
- Children's Investment Fund Foundation, London, United Kingdom
| | - Sarah Gibson
- Children's Investment Fund Foundation, London, United Kingdom
| | - Martin W Bloem
- Johns Hopkins Center for a Livable Future, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA,Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Klaus Kraemer
- Sight and Life, Basel, Switzerland,Center for Human Nutrition, Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| |
Collapse
|
14
|
Ben Mariem S, Soba D, Zhou B, Loladze I, Morales F, Aranjuelo I. Climate Change, Crop Yields, and Grain Quality of C 3 Cereals: A Meta-Analysis of [CO 2], Temperature, and Drought Effects. PLANTS (BASEL, SWITZERLAND) 2021; 10:1052. [PMID: 34074065 PMCID: PMC8225050 DOI: 10.3390/plants10061052] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/20/2021] [Accepted: 05/21/2021] [Indexed: 12/17/2022]
Abstract
Cereal yield and grain quality may be impaired by environmental factors associated with climate change. Major factors, including elevated CO2 concentration ([CO2]), elevated temperature, and drought stress, have been identified as affecting C3 crop production and quality. A meta-analysis of existing literature was performed to study the impact of these three environmental factors on the yield and nutritional traits of C3 cereals. Elevated [CO2] stimulates grain production (through larger grain numbers) and starch accumulation but negatively affects nutritional traits such as protein and mineral content. In contrast to [CO2], increased temperature and drought cause significant grain yield loss, with stronger effects observed from the latter. Elevated temperature decreases grain yield by decreasing the thousand grain weight (TGW). Nutritional quality is also negatively influenced by the changing climate, which will impact human health. Similar to drought, heat stress decreases starch content but increases grain protein and mineral concentrations. Despite the positive effect of elevated [CO2], increases to grain yield seem to be counterbalanced by heat and drought stress. Regarding grain nutritional value and within the three environmental factors, the increase in [CO2] is possibly the more detrimental to face because it will affect cereal quality independently of the region.
Collapse
Affiliation(s)
- Sinda Ben Mariem
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain; (S.B.M.); (D.S.); (F.M.)
| | - David Soba
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain; (S.B.M.); (D.S.); (F.M.)
| | - Bangwei Zhou
- Key Laboratory of Vegetation Ecology, Institute of Grassland Science, Northeast Normal University, Ministry of Education, Changchun 130024, China;
| | - Irakli Loladze
- Bryan Medical Center, Bryan College of Health Sciences, Lincoln, NE 68506, USA;
| | - Fermín Morales
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain; (S.B.M.); (D.S.); (F.M.)
| | - Iker Aranjuelo
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain; (S.B.M.); (D.S.); (F.M.)
| |
Collapse
|
15
|
Ben Mariem S, Soba D, Zhou B, Loladze I, Morales F, Aranjuelo I. Climate Change, Crop Yields, and Grain Quality of C 3 Cereals: A Meta-Analysis of [CO 2], Temperature, and Drought Effects. PLANTS (BASEL, SWITZERLAND) 2021; 10:plants10061052. [PMID: 34074065 DOI: 10.3390/plants10061052`] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/20/2021] [Accepted: 05/21/2021] [Indexed: 05/26/2023]
Abstract
Cereal yield and grain quality may be impaired by environmental factors associated with climate change. Major factors, including elevated CO2 concentration ([CO2]), elevated temperature, and drought stress, have been identified as affecting C3 crop production and quality. A meta-analysis of existing literature was performed to study the impact of these three environmental factors on the yield and nutritional traits of C3 cereals. Elevated [CO2] stimulates grain production (through larger grain numbers) and starch accumulation but negatively affects nutritional traits such as protein and mineral content. In contrast to [CO2], increased temperature and drought cause significant grain yield loss, with stronger effects observed from the latter. Elevated temperature decreases grain yield by decreasing the thousand grain weight (TGW). Nutritional quality is also negatively influenced by the changing climate, which will impact human health. Similar to drought, heat stress decreases starch content but increases grain protein and mineral concentrations. Despite the positive effect of elevated [CO2], increases to grain yield seem to be counterbalanced by heat and drought stress. Regarding grain nutritional value and within the three environmental factors, the increase in [CO2] is possibly the more detrimental to face because it will affect cereal quality independently of the region.
Collapse
Affiliation(s)
- Sinda Ben Mariem
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain
| | - David Soba
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain
| | - Bangwei Zhou
- Key Laboratory of Vegetation Ecology, Institute of Grassland Science, Northeast Normal University, Ministry of Education, Changchun 130024, China
| | - Irakli Loladze
- Bryan Medical Center, Bryan College of Health Sciences, Lincoln, NE 68506, USA
| | - Fermín Morales
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain
| | - Iker Aranjuelo
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain
| |
Collapse
|
16
|
Ainsworth EA, Long SP. 30 years of free-air carbon dioxide enrichment (FACE): What have we learned about future crop productivity and its potential for adaptation? GLOBAL CHANGE BIOLOGY 2021; 27:27-49. [PMID: 33135850 DOI: 10.1111/gcb.15375] [Citation(s) in RCA: 121] [Impact Index Per Article: 40.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 09/17/2020] [Accepted: 09/22/2020] [Indexed: 05/03/2023]
Abstract
Free-air CO2 enrichment (FACE) allows open-air elevation of [CO2 ] without altering the microclimate. Its scale uniquely supports simultaneous study from physiology and yield to soil processes and disease. In 2005 we summarized results of then 28 published observations by meta-analysis. Subsequent studies have combined FACE with temperature, drought, ozone, and nitrogen treatments. Here, we summarize the results of now almost 250 observations, spanning 14 sites and five continents. Across 186 independent studies of 18 C3 crops, elevation of [CO2 ] by ca. 200 ppm caused a ca. 18% increase in yield under non-stress conditions. Legumes and root crops showed a greater increase and cereals less. Nitrogen deficiency reduced the average increase to 10%, as did warming by ca. 2°C. Two conclusions of the 2005 analysis were that C4 crops would not be more productive in elevated [CO2 ], except under drought, and that yield responses of C3 crops were diminished by nitrogen deficiency and wet conditions. Both stand the test of time. Further studies of maize and sorghum showed no yield increase, except in drought, while soybean productivity was negatively affected by early growing season wet conditions. Subsequent study showed reduced levels of nutrients, notably Zn and Fe in most crops, and lower nitrogen and protein in the seeds of non-leguminous crops. Testing across crop germplasm revealed sufficient variation to maintain nutrient content under rising [CO2 ]. A strong correlation of yield response under elevated [CO2 ] to genetic yield potential in both rice and soybean was observed. Rice cultivars with the highest yield potential showed a 35% yield increase in elevated [CO2 ] compared to an average of 14%. Future FACE experiments have the potential to develop cultivars and management strategies for co-promoting sustainability and productivity under future elevated [CO2 ].
Collapse
Affiliation(s)
- Elizabeth A Ainsworth
- USDA ARS Global Change and Photosynthesis Research Unit, Urbana, IL, USA
- Departments of Plant Biology and of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Stephen P Long
- Departments of Plant Biology and of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Lancaster Environment Centre, Lancaster University, Lancaster, UK
| |
Collapse
|
17
|
Toreti A, Deryng D, Tubiello FN, Müller C, Kimball BA, Moser G, Boote K, Asseng S, Pugh TAM, Vanuytrecht E, Pleijel H, Webber H, Durand JL, Dentener F, Ceglar A, Wang X, Badeck F, Lecerf R, Wall GW, van den Berg M, Hoegy P, Lopez-Lozano R, Zampieri M, Galmarini S, O'Leary GJ, Manderscheid R, Mencos Contreras E, Rosenzweig C. Narrowing uncertainties in the effects of elevated CO 2 on crops. NATURE FOOD 2020; 1:775-782. [PMID: 37128059 DOI: 10.1038/s43016-020-00195-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Accepted: 11/06/2020] [Indexed: 05/03/2023]
Abstract
Plant responses to rising atmospheric carbon dioxide (CO2) concentrations, together with projected variations in temperature and precipitation will determine future agricultural production. Estimates of the impacts of climate change on agriculture provide essential information to design effective adaptation strategies, and develop sustainable food systems. Here, we review the current experimental evidence and crop models on the effects of elevated CO2 concentrations. Recent concerted efforts have narrowed the uncertainties in CO2-induced crop responses so that climate change impact simulations omitting CO2 can now be eliminated. To address remaining knowledge gaps and uncertainties in estimating the effects of elevated CO2 and climate change on crops, future research should expand experiments on more crop species under a wider range of growing conditions, improve the representation of responses to climate extremes in crop models, and simulate additional crop physiological processes related to nutritional quality.
Collapse
Affiliation(s)
- Andrea Toreti
- European Commission, Joint Research Centre (JRC), Ispra, Italy.
| | - Delphine Deryng
- NewClimate Institute, Berlin, Germany.
- IRI THESys, Humboldt-Universität zu Berlin, Berlin, Germany.
- Leibniz Centre for Agricultural Landscape Research (ZALF), Müncheberg, Germany.
| | - Francesco N Tubiello
- Statistics Division, Food and Agriculture Organization of the United Nations, Rome, Italy
| | - Christoph Müller
- Potsdam Institute for Climate Impact Research PIK, Member of the Leibniz Association, Potsdam, Germany
| | - Bruce A Kimball
- US Arid-Land Agricultural Research Center, USDA-ARS, Maricopa, AZ, USA
| | - Gerald Moser
- Department of Plant Ecology, Justus Liebig University Giessen, Giessen, Germany
| | | | | | - Thomas A M Pugh
- School of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham, UK
- Birmingham Institute of Forest Research, University of Birmingham, Birmingham, UK
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | - Eline Vanuytrecht
- Flemish Institute for Technological Research (VITO), Mol, Belgium
- KU Leuven, Department of Earth and Environmental Science, Leuven, Belgium
| | - Håkan Pleijel
- Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Heidi Webber
- Leibniz Centre for Agricultural Landscape Research (ZALF), Müncheberg, Germany
| | | | - Frank Dentener
- European Commission, Joint Research Centre (JRC), Ispra, Italy
| | - Andrej Ceglar
- European Commission, Joint Research Centre (JRC), Ispra, Italy
| | - Xuhui Wang
- Laboratoire des Sciences du Climat et de l'Environment LSCE, CEA-CNRS-UVSQ, Gif-sur-Yvette, France
- Sino-French Institute of Earth System Sciences, College of Urban and Environmental Sciences, Peking University, Beijing, China
| | - Franz Badeck
- Council for Agricultural Research and Agricultural Economics, Research Centre for Genomics and Bioinformatics, CREA-GB, Fiorenzuola d'Arda, Italy
| | - Remi Lecerf
- European Commission, Joint Research Centre (JRC), Ispra, Italy
| | - Gerard W Wall
- US Arid-Land Agricultural Research Center, USDA-ARS, Maricopa, AZ, USA
| | | | | | | | - Matteo Zampieri
- European Commission, Joint Research Centre (JRC), Ispra, Italy
| | | | | | | | - Erik Mencos Contreras
- NASA Goddard Institute for Space Studies, New York, NY, USA
- Center for Climate Systems Research, Columbia University, New York, NY, USA
| | - Cynthia Rosenzweig
- NASA Goddard Institute for Space Studies, New York, NY, USA
- Center for Climate Systems Research, Columbia University, New York, NY, USA
| |
Collapse
|
18
|
Blandino M, Badeck FW, Giordano D, Marti A, Rizza F, Scarpino V, Vaccino P. Elevated CO 2 Impact on Common Wheat ( Triticum aestivum L.) Yield, Wholemeal Quality, and Sanitary Risk. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2020; 68:10574-10585. [PMID: 32865999 PMCID: PMC8011921 DOI: 10.1021/acs.jafc.0c02975] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The rising atmospheric CO2, concentration is expected to exert a strong impact on crop production, enhancing crop growth but threatening food security and safety. An improver wheat, a hybrid, and its parents were grown at elevated CO2, e[CO2] in open field, and their yield and rheological, nutritional, and sanitary quality were assessed. For all cultivars, grain yield increased (+16%) and protein content decreased (-7%), accompanied by a reduction in dough strength. Grain nitrogen yield increased (+24%) only in ordinary bread making cultivars. e[CO2] did not result in significant changes in phenolic acid content and composition, whereas it produced a significant increase in the deoxynivalenol content. Different responses to e[CO2] between cultivars were found for yield parameters, while the effect on qualitative traits was quite similar. In the upcoming wheat cropping systems, agronomic practices and cultivar selection suited to guarantee higher nitrogen responsiveness and minimization of sanitary risk are required.
Collapse
Affiliation(s)
- Massimo Blandino
- Department
of Agricultural, Forest and Food Sciences (DISAFA), Università degli Studi di Torino, Largo P. Braccini 2, 10095 Grugliasco (TO), Italy
- . Phone +39 0116708895
| | - Franz-W. Badeck
- Consiglio
per la ricerca in agricoltura e l’analisi dell’economia
agraria, Research Centre for Genomics and
Bioinformatics, via San
Protaso 302, 29017 Fiorenzuola d’Arda, Italy
| | - Debora Giordano
- Department
of Agricultural, Forest and Food Sciences (DISAFA), Università degli Studi di Torino, Largo P. Braccini 2, 10095 Grugliasco (TO), Italy
| | - Alessandra Marti
- Department
of Food, Environmental and Nutritional Sciences (DeFENS), Università degli Studi di Milano, via G. Celoria 2, 20133 Milan, Italy
| | - Fulvia Rizza
- Consiglio
per la ricerca in agricoltura e l’analisi dell’economia
agraria, Research Centre for Genomics and
Bioinformatics, via San
Protaso 302, 29017 Fiorenzuola d’Arda, Italy
| | - Valentina Scarpino
- Department
of Agricultural, Forest and Food Sciences (DISAFA), Università degli Studi di Torino, Largo P. Braccini 2, 10095 Grugliasco (TO), Italy
| | - Patrizia Vaccino
- Consiglio
per la ricerca in agricoltura e l’analisi dell’economia
agraria, Research Centre for Cereal and
Industrial Crops, S.S.
11 for Torino km 2,5, 13100 Vercelli, Italy
| |
Collapse
|
19
|
Hay WT, McCormick SP, Hojilla-Evangelista MP, Bowman MJ, Dunn RO, Teresi JM, Berhow MA, Vaughan MM. Changes in Wheat Nutritional Content at Elevated [CO 2] Alter Fusarium graminearum Growth and Mycotoxin Production on Grain. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2020; 68:6297-6307. [PMID: 32407107 DOI: 10.1021/acs.jafc.0c01308] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Rising atmospheric [CO2] has been shown to impact plant primary metabolism and the severity of Fusarium head blight (FHB) in wheat. In this study, we evaluated how changes in grain nutritional content due to growth at elevated [CO2] affected Fusarium graminearum growth and mycotoxin production. Susceptible (Norm) and moderately resistant (Alsen) hard spring wheat grains that had been grown at ambient (400 ppm) or elevated [CO2] (800 ppm) were independently inoculated with two F. graminearum fungal strains, which produce the trichothecene mycotoxin, deoxynivalenol. Under higher [CO2], FHB-susceptible and moderately resistant wheat had disproportionate losses in protein and mineral contents, with Alsen being more severely impacted. Furthermore, the F. graminearum strain 9F1 had increased mycotoxin biosynthesis in response to the loss of wheat nutritional content in Alsen. Our results demonstrate that future [CO2] conditions may provide a strain-specific pathogenic advantage on hosts, with greater losses in nutritional content.
Collapse
Affiliation(s)
- William T Hay
- Mycotoxin Prevention and Applied Microbiology Unit, National Center for Agricultural Utilization Research, Agricultural Research Service, USDA, 1815 North, University Street, Peoria, Illinois 61604, United States
| | - Susan P McCormick
- Mycotoxin Prevention and Applied Microbiology Unit, National Center for Agricultural Utilization Research, Agricultural Research Service, USDA, 1815 North, University Street, Peoria, Illinois 61604, United States
| | - Milagros P Hojilla-Evangelista
- Plant Polymer Research Unit, National Center for Agricultural Utilization Research, Agricultural Research Service, USDA, Peoria, Illinois 61604, United States
| | - Michael J Bowman
- Bioenergy Research Unit, National Center for Agricultural Utilization Research, Agricultural Research Service, USDA, Peoria, Illinois 61604, United States
| | - Robert O Dunn
- Bio-oils Research Unit, National Center for Agricultural Utilization Research, Agricultural Research Service, USDA, Peoria, Illinois 61604, United States
| | - Jennifer M Teresi
- Mycotoxin Prevention and Applied Microbiology Unit, National Center for Agricultural Utilization Research, Agricultural Research Service, USDA, 1815 North, University Street, Peoria, Illinois 61604, United States
| | - Mark A Berhow
- Functional Foods Research Unit, National Center for Agricultural Utilization Research, Agricultural Research Service, USDA, Peoria, Illinois 61604, United States
| | - Martha M Vaughan
- Mycotoxin Prevention and Applied Microbiology Unit, National Center for Agricultural Utilization Research, Agricultural Research Service, USDA, 1815 North, University Street, Peoria, Illinois 61604, United States
| |
Collapse
|
20
|
Agrimonti C, Lauro M, Visioli G. Smart agriculture for food quality: facing climate change in the 21st century. Crit Rev Food Sci Nutr 2020; 61:971-981. [PMID: 32270688 DOI: 10.1080/10408398.2020.1749555] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Climate change, with increasing temperatures and atmospheric carbon dioxide levels, constitutes a severe threat to the environment and all living organisms. In particular, numerous studies suggest severe consequences for the health of crop plants, affecting both the productivity and quality of raw material destined to the food industry. Of particular concern is the reduction of proteins and essential micronutrients as iron and zinc in crops. Fighting this alarming trends is the challenge of Climate-Smart Agriculture with the double goal of reducing environmental impacts (use of pesticides, nitrogen and phosphorus leaching, soil erosion, water depletion and contamination) and improving raw material and consequently food quality. Organic farming, biofertilizers and to a lesser extent nano-carriers, improve the antioxidant properties of fruits, but the data about proteins and micronutrients are rather contradictory. On the other hand, advanced devices and Precision Agriculture allow the cultivations to be more profitable, efficient, contributing more and more to reduce pest diseases and to increase the quality of agricultural products and food safety. Thus, nowadays adoption of technologies applied to sustainable farming systems is a challenging and dynamic issue for facing negative trends due to environmental impacts and climate changes.
Collapse
Affiliation(s)
- Caterina Agrimonti
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Marta Lauro
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Giovanna Visioli
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| |
Collapse
|
21
|
The Effectiveness of Foliar Applications of Zinc and Biostimulants to Increase Zinc Concentration and Bioavailability of Wheat Grain. AGRONOMY-BASEL 2020. [DOI: 10.3390/agronomy10020178] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Increasing zinc (Zn) concentration in wheat grain is an important global challenge due to high incidence of Zn deficiency in human populations. In this study, a two-year field experiment was conducted to investigate the effects of foliar ZnSO4 combined with various biostimulants (fulvic acid (FA), seaweed extract (SE), amino acids (AA), and microbial incubates (MI)) on Zn concentration and bioavailability in wheat grain under different soil nitrogen (N) levels (0, 120, and 240 kg N/ha). Grain Zn concentration and bioavailability were significantly enhanced by foliar Zn plus various biostimulants and soil N supply. Compared to foliar Zn alone, foliar Zn + FA resulted in 16% increase in grain Zn, mainly from insoluble Zn increases, while foliar Zn + AA caused 11% increase in grain Zn, mainly from soluble (at N0) and insoluble Zn increases (at N120). Foliar Zn + FA and Zn + AA generally resulted in higher Zn bioavailability than foliar Zn alone. Additionally, N concentration and Fe concentration and bioavailability in grain were enhanced with foliar Zn + AA and soil N application. Thus, foliar ZnSO4 plus FA and AA under optimal soil N rate (120 kg N/ha) can be an effective and economically friendly approach for achieving agronomic biofortification.
Collapse
|
22
|
Singer SD, Soolanayakanahally RY, Foroud NA, Kroebel R. Biotechnological strategies for improved photosynthesis in a future of elevated atmospheric CO 2. PLANTA 2019; 251:24. [PMID: 31784816 DOI: 10.1007/s00425-019-03301-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Accepted: 10/11/2019] [Indexed: 06/10/2023]
Abstract
The improvement of photosynthesis using biotechnological approaches has been the focus of much research. It is now vital that these strategies be assessed under future atmospheric conditions. The demand for crop products is expanding at an alarming rate due to population growth, enhanced affluence, increased per capita calorie consumption, and an escalating need for plant-based bioproducts. While solving this issue will undoubtedly involve a multifaceted approach, improving crop productivity will almost certainly provide one piece of the puzzle. The improvement of photosynthetic efficiency has been a long-standing goal of plant biotechnologists as possibly one of the last remaining means of achieving higher yielding crops. However, the vast majority of these studies have not taken into consideration possible outcomes when these plants are grown long-term under the elevated CO2 concentrations (e[CO2]) that will be evident in the not too distant future. Due to the considerable effect that CO2 levels have on the photosynthetic process, these assessments should become commonplace as a means of ensuring that research in this field focuses on the most effective approaches for our future climate scenarios. In this review, we discuss the main biotechnological research strategies that are currently underway with the aim of improving photosynthetic efficiency and biomass production/yields in the context of a future of e[CO2], as well as alternative approaches that may provide further photosynthetic benefits under these conditions.
Collapse
Affiliation(s)
- Stacy D Singer
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, AB, T1J 4B1, Canada.
| | - Raju Y Soolanayakanahally
- Saskatoon Research and Development Centre, Agriculture and Agri-Food Canada, Saskatoon, SK, S7N 0X2, Canada
| | - Nora A Foroud
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, AB, T1J 4B1, Canada
| | - Roland Kroebel
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, AB, T1J 4B1, Canada
| |
Collapse
|
23
|
Soba D, Ben Mariem S, Fuertes-Mendizábal T, Méndez-Espinoza AM, Gilard F, González-Murua C, Irigoyen JJ, Tcherkez G, Aranjuelo I. Metabolic Effects of Elevated CO 2 on Wheat Grain Development and Composition. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2019; 67:8441-8451. [PMID: 31339045 DOI: 10.1021/acs.jafc.9b01594] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
The increase in the atmospheric CO2 concentration is predicted to influence wheat production and grain quality and nutritional properties. In the present study, durum wheat (Triticum durum Desf. cv. Sula) was grown under two different CO2 (400 versus 700 μmol mol-1) concentrations to examine effects on the crop yield and grain quality at different phenological stages (from grain filling to maturity). Exposure to elevated CO2 significantly increased aboveground biomass and grain yield components. Growth at elevated CO2 diminished the elemental N content as well as protein and free amino acids, with a typical decrease in glutamine, which is the most represented amino acid in grain proteins. Such a general decrease in nitrogenous compounds was associated with altered kinetics of protein accumulation, N remobilization, and N partitioning. Our results highlight important modifications of grain metabolism that have implications for its nutritional quality.
Collapse
Affiliation(s)
- David Soba
- Instituto de Agrobiotecnología (IdAB) , Consejo Superior de Investigaciones Científicas-Gobierno de Navarra , Avenida Pamplona 123 , 31006 Mutilva , Spain
| | - Sinda Ben Mariem
- Instituto de Agrobiotecnología (IdAB) , Consejo Superior de Investigaciones Científicas-Gobierno de Navarra , Avenida Pamplona 123 , 31006 Mutilva , Spain
| | - Teresa Fuertes-Mendizábal
- Department of Plant Biology and Ecology , University of the Basque Country (UPV/EHU) , 48940 Bilbao , Spain
| | - Ana María Méndez-Espinoza
- Plant Breeding and Phenomic Center, Faculty of Agricultural Sciences , Universidad de Talca , Talca 3460000 , Chile
| | - Françoise Gilard
- Plateforme Métabolisme-Métabolome, Institut de Biologie des Plantes, CNRS UMR 8618 , Université Paris-Sud , Bâtiment 630, 91405 Orsay Cedex, France
- INRA, UMR INRA/UCBN 950 Ecophysiologie Végétale, Agronomie et Nutritions NCS, IFR 146 ICORE, Institut de Biologie Fondamentale et Appliquée , Université de Caen Basse-Normandie , 14032 Caen , France
| | - Carmen González-Murua
- Department of Plant Biology and Ecology , University of the Basque Country (UPV/EHU) , 48940 Bilbao , Spain
| | - Juan J Irigoyen
- Grupo de Fisiología del Estrés en Plantas (Departamento de Biología Ambiental), Unidad Asociada al CSIC, EEAD, Zaragoza e ICVV, Logroño, Facultades de Ciencias y Farmacia , Universidad de Navarra , Irunlarrea 1 , 31008 Pamplona , Spain
| | - Guillaume Tcherkez
- Research School of Biology, Joint College of Sciences , Australian National University , 2601 Canberra , Australian Capital Territory , Australia
| | - Iker Aranjuelo
- Instituto de Agrobiotecnología (IdAB) , Consejo Superior de Investigaciones Científicas-Gobierno de Navarra , Avenida Pamplona 123 , 31006 Mutilva , Spain
- Department of Plant Biology and Ecology , University of the Basque Country (UPV/EHU) , 48940 Bilbao , Spain
| |
Collapse
|
24
|
Loladze I, Nolan JM, Ziska LH, Knobbe AR. Rising Atmospheric CO2Lowers Concentrations of Plant Carotenoids Essential to Human Health: A Meta‐Analysis. Mol Nutr Food Res 2019; 63:e1801047. [DOI: 10.1002/mnfr.201801047] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 05/07/2019] [Indexed: 01/27/2023]
Affiliation(s)
- Irakli Loladze
- Bryan College of Health SciencesBryan Medical Center Lincoln NE 68506 USA
- School of Mathematical and Statistical SciencesArizona State University Temple AZ 85281 USA
| | - John M. Nolan
- Nutrition Research Centre Ireland, School of Health Science, Carriganore HouseWaterford Institute of Technology West Campus Waterford Ireland
| | - Lewis H. Ziska
- USDA‐ARSAdaptive Cropping Systems Laboratory Beltsville MD 20705 USA
- Mailman School of Public HealthColumbia University New York NY 10025 USA
| | - Amy R. Knobbe
- Bryan College of Health SciencesBryan Medical Center Lincoln NE 68506 USA
| |
Collapse
|
25
|
|
26
|
Al‐Hadeethi I, Li Y, Odhafa AKH, Al‐Hadeethi H, Seneweera S, Lam SK. Assessment of grain quality in terms of functional group response to elevated [CO 2], water, and nitrogen using a meta-analysis: Grain protein, zinc, and iron under future climate. Ecol Evol 2019; 9:7425-7437. [PMID: 31346413 PMCID: PMC6635941 DOI: 10.1002/ece3.5210] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Revised: 04/02/2019] [Accepted: 04/05/2019] [Indexed: 11/23/2022] Open
Abstract
The increasing [CO2] in the atmosphere increases crop productivity. However, grain quality of cereals and pulses are substantially decreased and consequently compromise human health. Meta-analysis techniques were employed to investigate the effect of elevated [CO2] (e[CO2]) on protein, zinc (Zn), and iron (Fe) concentrations of major food crops (542 experimental observations from 135 studies) including wheat, rice, soybean, field peas, and corn considering different levels of water and nitrogen (N). Each crop, except soybean, had decreased protein, Zn, and Fe concentrations when grown at e[CO2] concentration (≥550 μmol/mol) compared to ambient [CO2] (a[CO2]) concentration (≤380 μmol/mol). Grain protein, Zn, and Fe concentrations were reduced under e[CO2]; however, the responses of protein, Zn, and Fe concentrations to e[CO2] were modified by water stress and N. There was an increase in Fe concentration in soybean under medium N and wet conditions but nonsignificant. The reductions in protein concentrations for wheat and rice were ~5%-10%, and the reductions in Zn and Fe concentrations were ~3%-12%. For soybean, there was a small and nonsignificant increase of 0.37% in its protein concentration under medium N and dry water, while Zn and Fe concentrations were reduced by ~2%-5%. The protein concentration of field peas decreased by 1.7%, and the reductions in Zn and Fe concentrations were ~4%-10%. The reductions in protein, Zn, and Fe concentrations of corn were ~5%-10%. Bias in the dataset was assessed using a regression test and rank correlation. The analysis indicated that there are medium levels of bias within published meta-analysis studies of crops responses to free-air [CO2] enrichment (FACE). However, the integration of the influence of reporting bias did not affect the significance or the direction of the [CO2] effects.
Collapse
Affiliation(s)
- Ikhlas Al‐Hadeethi
- School of Agricultural, Computational and Environmental SciencesUniversity of Southern QueenslandToowoombaQueenslandAustralia
- Department of Statistics, Faculty of Administration and EconomicsUniversity of WasitKutIraq
| | - Yan Li
- School of Agricultural, Computational and Environmental SciencesUniversity of Southern QueenslandToowoombaQueenslandAustralia
| | - Abdul Kareem H. Odhafa
- Department of Soil Chemistry and Salinity, Faculty of AgricultureUniversity of WasitKutIraq
| | - Hanan Al‐Hadeethi
- School of Agricultural, Computational and Environmental SciencesUniversity of Southern QueenslandToowoombaQueenslandAustralia
- Department of Statistics, Faculty of Administration and EconomicsUniversity of WasitKutIraq
| | - Saman Seneweera
- Centre for Crop HealthUniversity of Southern QueenslandToowoombaQueenslandAustralia
- National Institute of Fundamental StudiesKandySri Lanka
| | - Shu K. Lam
- Melbourne School of Land and EnvironmentThe University of MelbourneParkvilleVictoriaAustralia
| |
Collapse
|
27
|
Effects of Elevated CO2 on Wheat Yield: Non-Linear Response and Relation to Site Productivity. AGRONOMY-BASEL 2019. [DOI: 10.3390/agronomy9050243] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Elevated carbon dioxide (eCO2) is well known to stimulate plant photosynthesis and growth. Elevated carbon dioxide’s effects on crop yields are of particular interest due to concerns for future food security. We compiled experimental data where field-grown wheat (Triticum aestivum Linnaeus) was exposed to different CO2 concentrations. Yield and yield components were analyzed by meta-analysis to estimate average effects, and response functions derived to assess effect size in relation to CO2 concentration. Grain yield increased by 26% under eCO2 (average ambient concentration of 372 ppm and elevated 605 ppm), mainly due to the increase in grain number. The response function for grain yield with CO2 concentration strongly suggests a non-linear response, where yield stimulation levels off at ~600 ppm. This was supported by the meta-analysis, which did not indicate any significant difference in yield stimulation in wheat grown at 456–600 ppm compared to 601–750 ppm. Yield response to eCO2 was independent of fumigation technique and rooting environment, but clearly related to site productivity, where relative CO2 yield stimulation was stronger in low productive systems. The non-linear yield response, saturating at a relatively modest elevation of CO2, was of large importance for crop modelling and assessments of future food production under rising CO2.
Collapse
|
28
|
Thompson M, Gamage D, Ratnasekera D, Perera A, Martin A, Seneweera S. Effect of elevated carbon dioxide on plant biomass and grain protein concentration differs across bread, durum and synthetic hexaploid wheat genotypes. J Cereal Sci 2019. [DOI: 10.1016/j.jcs.2019.03.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
29
|
Pleijel H, Broberg MC, Högy P, Uddling J. Nitrogen application is required to realize wheat yield stimulation by elevated CO 2 but will not remove the CO 2 -induced reduction in grain protein concentration. GLOBAL CHANGE BIOLOGY 2019; 25:1868-1876. [PMID: 30737900 DOI: 10.1111/gcb.14586] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Accepted: 01/31/2019] [Indexed: 05/03/2023]
Abstract
Elevated CO2 (eCO2 ) generally promotes increased grain yield (GY) and decreased grain protein concentration (GPC), but the extent to which these effects depend on the magnitude of fertilization remains unclear. We collected data on the eCO2 responses of GY, GPC and grain protein yield and their relationships with nitrogen (N) application rates across experimental data covering 11 field grown wheat (Triticum aestivum) cultivars studied in eight countries on four continents. The eCO2 -induced stimulation of GY increased with N application rates up to ~200 kg/ha. At higher N application, stimulation of GY by eCO2 stagnated or even declined. This was valid both when the yield stimulation was expressed as the total effect and using per ppm CO2 scaling. GPC was decreased by on average 7% under eCO2 and the magnitude of this effect did not depend on N application rate. The net effect of responses on GY and protein concentration was that eCO2 typically increased and decreased grain protein yield at N application rates below and above ~100 kg/ha respectively. We conclude that a negative effect on wheat GPC seems inevitable under eCO2 and that substantial N application rates may be required to sustain wheat protein yields in a world with rising CO2 .
Collapse
Affiliation(s)
- Håkan Pleijel
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Malin C Broberg
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Petra Högy
- Institute of Landscape and Plant Ecology, University of Hohenheim, Stuttgart, Germany
| | - Johan Uddling
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
| |
Collapse
|
30
|
Köhler IH, Huber SC, Bernacchi CJ, Baxter IR. Increased temperatures may safeguard the nutritional quality of crops under future elevated CO 2 concentrations. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2019; 97:872-886. [PMID: 30447177 PMCID: PMC6850270 DOI: 10.1111/tpj.14166] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 10/19/2018] [Accepted: 10/30/2018] [Indexed: 05/20/2023]
Abstract
Iron (Fe) and zinc (Zn) deficiencies are a global human health problem that may worsen by the growth of crops at elevated atmospheric CO2 concentration (eCO2 ). However, climate change will also involve higher temperature, but it is unclear how the combined effect of eCO2 and higher temperature will affect the nutritional quality of food crops. To begin to address this question, we grew soybean (Glycine max) in a Temperature by Free-Air CO2 Enrichment (T-FACE) experiment in 2014 and 2015 under ambient (400 μmol mol-1 ) and elevated (600 μmol mol-1 ) CO2 concentrations, and under ambient and elevated temperatures (+2.7°C day and +3.4°C at night). In our study, eCO2 significantly decreased Fe concentration in soybean seeds in both seasons (-8.7 and -7.7%) and Zn concentration in one season (-8.9%), while higher temperature (at ambient CO2 concentration) had the opposite effect. The combination of eCO2 with elevated temperature generally restored seed Fe and Zn concentrations to levels obtained under ambient CO2 and temperature conditions, suggesting that the potential threat to human nutrition by increasing CO2 concentration may not be realized. In general, seed Fe concentration was negatively correlated with yield, suggesting inherent limitations to increasing seed Fe. In addition, we confirm our previous report that the concentration of seed storage products and several minerals varies with node position at which the seeds developed. Overall, these results demonstrate the complexity of predicting climate change effects on food and nutritional security when various environmental parameters change in an interactive manner.
Collapse
Affiliation(s)
- Iris H. Köhler
- Global Change and Photosynthesis Research UnitAgricultural Research ServiceUnited States Department of AgricultureUrbanaIL61801USA
- Carl R. Woese Institute for Genomic BiologyUniversity of IllinoisUrbanaIL61801USA
- Present address:
Graduate School HIGRADEHelmholtz Centre for Environmental Research – UFZLeipzigGermany
| | - Steven C. Huber
- Global Change and Photosynthesis Research UnitAgricultural Research ServiceUnited States Department of AgricultureUrbanaIL61801USA
- Department of Plant BiologyUniversity of IllinoisUrbanaIL61801USA
| | - Carl J. Bernacchi
- Global Change and Photosynthesis Research UnitAgricultural Research ServiceUnited States Department of AgricultureUrbanaIL61801USA
- Carl R. Woese Institute for Genomic BiologyUniversity of IllinoisUrbanaIL61801USA
- Department of Plant BiologyUniversity of IllinoisUrbanaIL61801USA
| | | |
Collapse
|
31
|
Abdalla Filho AL, Costa Junior GT, Lima PM, Soltangheisi A, Abdalla AL, Ghini R, Piccolo MC. Fiber fractions, multielemental and isotopic composition of a tropical C 4 grass grown under elevated atmospheric carbon dioxide. PeerJ 2019; 7:e5932. [PMID: 30809426 PMCID: PMC6385687 DOI: 10.7717/peerj.5932] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Accepted: 10/15/2018] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Brazil has the largest commercial herd of ruminants with approximately 211 million head, representing 15% of world's beef production, in an area of 170 million hectares of grasslands, mostly cultivated with Brachiaria spp. Although nutrient reduction due to increased atmospheric carbon dioxide (CO2) concentration has already been verified in important crops, studies evaluating its effects on fiber fractions and elemental composition of this grass genus are still scarce. Therefore, a better understanding of the effects of elevated CO2 on forage quality can elucidate the interaction between forage and livestock production and possible adaptations for a climate change scenario. The objective of this study was to evaluate the effects of contrasting atmospheric CO2 concentrations on biomass production, morphological characteristics, fiber fractions, and elemental composition of Brachiaria decumbens (cv. Basilisk). METHODS A total of 12 octagonal rings with 10 m diameter were distributed in a seven-ha coffee plantation and inside each of them, two plots of 0.25 m2 were seeded with B. decumbens (cv. Basilisk) in a free air carbon dioxide enrichment facility. Six rings were kept under natural conditions (≈390 μmol mol-1 CO2; Control) and other six under pure CO2 flux to achieve a higher concentration (≈550 μmol mol-1 CO2; Elevated CO2). After 30 months under contrasting atmospheric CO2 concentration, grass samples were collected, and then splitted into two portions: in the first, whole forage was kept intact and in the second portion, the leaf, true stem, inflorescence and senescence fractions were manually separated to determine their proportions (%). All samples were then analyzed to determine the fiber fractions (NDF, hemicellulose, ADF, cellulose, and Lignin), carbon (C), nitrogen (N), potassium (K), calcium (Ca), sulfur (S), phosphorus (P), iron (Fe), and manganese (Mn) contents and N isotopic composition. RESULTS Elevated atmospheric CO2 concentration did not influence biomass productivity, average height, leaf, stem, senescence and inflorescence proportions, and fiber fractions (p > 0.05). Calcium content of the leaf and senescence portion of B. decumbens were reduced under elevated atmospheric CO2 (p < 0.05). Despite no effect on total C and N (p > 0.05), lower C:N ratio was observed in the whole forage grown under elevated CO2 (p < 0.05). The isotopic composition was also affected by elevated CO2, with higher values of δ15N in the leaf and stem portions of B. decumbens (p < 0.05). DISCUSSION Productivity and fiber fractions of B. decumbens were not influenced by CO2 enrichment. However, elevated CO2 resulted in decreased forage Ca content which could affect livestock production under a climate change scenario.
Collapse
Affiliation(s)
- Adibe L. Abdalla Filho
- Universidade de São Paulo, Centro de Energia Nuclear na Agricultura—Laboratório de Ciclagem de Nutrientes, Piracicaba, São Paulo, Brazil
| | - Geovani T. Costa Junior
- Universidade de São Paulo, Centro de Energia Nuclear na Agricultura—Laboratório de Instrumentação Nuclear, Piracicaba, São Paulo, Brazil
| | - Paulo M.T. Lima
- Universidade de São Paulo, Centro de Energia Nuclear na Agricultura—Laboratório de Nutrição Animal, Piracicaba, São Paulo, Brazil
| | - Amin Soltangheisi
- Universidade de São Paulo, Centro de Energia Nuclear na Agricultura—Laboratório de Ecologia Isotópica, Piracicaba, São Paulo, Brazil
| | - Adibe L. Abdalla
- Universidade de São Paulo, Centro de Energia Nuclear na Agricultura—Laboratório de Nutrição Animal, Piracicaba, São Paulo, Brazil
| | - Raquel Ghini
- Embrapa Meio Ambiente, Jaguariúna, Sao Paulo, Brazil
| | - Marisa C. Piccolo
- Universidade de São Paulo, Centro de Energia Nuclear na Agricultura—Laboratório de Ciclagem de Nutrientes, Piracicaba, São Paulo, Brazil
| |
Collapse
|
32
|
Asseng S, Martre P, Maiorano A, Rötter RP, O'Leary GJ, Fitzgerald GJ, Girousse C, Motzo R, Giunta F, Babar MA, Reynolds MP, Kheir AMS, Thorburn PJ, Waha K, Ruane AC, Aggarwal PK, Ahmed M, Balkovič J, Basso B, Biernath C, Bindi M, Cammarano D, Challinor AJ, De Sanctis G, Dumont B, Eyshi Rezaei E, Fereres E, Ferrise R, Garcia-Vila M, Gayler S, Gao Y, Horan H, Hoogenboom G, Izaurralde RC, Jabloun M, Jones CD, Kassie BT, Kersebaum KC, Klein C, Koehler AK, Liu B, Minoli S, Montesino San Martin M, Müller C, Naresh Kumar S, Nendel C, Olesen JE, Palosuo T, Porter JR, Priesack E, Ripoche D, Semenov MA, Stöckle C, Stratonovitch P, Streck T, Supit I, Tao F, Van der Velde M, Wallach D, Wang E, Webber H, Wolf J, Xiao L, Zhang Z, Zhao Z, Zhu Y, Ewert F. Climate change impact and adaptation for wheat protein. GLOBAL CHANGE BIOLOGY 2019; 25:155-173. [PMID: 30549200 DOI: 10.1111/gcb.14481] [Citation(s) in RCA: 126] [Impact Index Per Article: 25.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Accepted: 09/06/2018] [Indexed: 05/20/2023]
Abstract
Wheat grain protein concentration is an important determinant of wheat quality for human nutrition that is often overlooked in efforts to improve crop production. We tested and applied a 32-multi-model ensemble to simulate global wheat yield and quality in a changing climate. Potential benefits of elevated atmospheric CO2 concentration by 2050 on global wheat grain and protein yield are likely to be negated by impacts from rising temperature and changes in rainfall, but with considerable disparities between regions. Grain and protein yields are expected to be lower and more variable in most low-rainfall regions, with nitrogen availability limiting growth stimulus from elevated CO2 . Introducing genotypes adapted to warmer temperatures (and also considering changes in CO2 and rainfall) could boost global wheat yield by 7% and protein yield by 2%, but grain protein concentration would be reduced by -1.1 percentage points, representing a relative change of -8.6%. Climate change adaptations that benefit grain yield are not always positive for grain quality, putting additional pressure on global wheat production.
Collapse
Affiliation(s)
- Senthold Asseng
- Agricultural & Biological Engineering Department, University of Florida, Gainesville, Florida
| | - Pierre Martre
- LEPSE, Université Montpellier INRA, Montpellier SupAgro, Montpellier, France
| | - Andrea Maiorano
- LEPSE, Université Montpellier INRA, Montpellier SupAgro, Montpellier, France
| | - Reimund P Rötter
- Tropical Plant Production and Agricultural Systems Modelling (TROPAGS), University of Göttingen, Göttingen, Germany
- Centre of Biodiversity and Sustainable Land Use (CBL), University of Göttingen, Göttingen, Germany
| | - Garry J O'Leary
- Department of Economic Development Jobs, Transport and Resources, Grains Innovation Park, Agriculture Victoria Research, Horsham, Victoria, Australia
| | - Glenn J Fitzgerald
- Department of Economic Development, Jobs, Transport and Resources, Agriculture Victoria Research, Horsham, Victoria, Australia
- Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Creswick, Victoria, Australia
| | | | - Rosella Motzo
- Department of Agricultural Sciences, University of Sassari, Sassari, Italy
| | - Francesco Giunta
- Department of Agricultural Sciences, University of Sassari, Sassari, Italy
| | - M Ali Babar
- World Food Crops Breeding, Department of Agronomy, IFAS, University of Florida, Gainesville, Florida
| | | | - Ahmed M S Kheir
- Soils, Water and Environment Research Institute, Agricultural Research Center, Giza, Egypt
| | | | - Katharina Waha
- CSIRO Agriculture and Food, Brisbane, Queensland, Australia
| | - Alex C Ruane
- NASA Goddard Institute for Space Studies, New York, New York
| | - Pramod K Aggarwal
- CGIAR Research Program on Climate Change, Agriculture and Food Security, BISA-CIMMYT, New Delhi, India
| | - Mukhtar Ahmed
- Biological Systems Engineering, Washington State University, Pullman, Washington
- Department of Agronomy, Pir Mehr Ali Shah Arid Agriculture University, Rawalpindi, Pakistan
| | - Juraj Balkovič
- International Institute for Applied Systems Analysis, Ecosystem Services and Management Program, Laxenburg, Austria
- Department of Soil Science, Faculty of Natural Sciences, Comenius University in Bratislava, Bratislava, Slovakia
| | - Bruno Basso
- Department of Earth and Environmental Sciences, Michigan State University, East Lansing, Michigan
- W.K. Kellogg Biological Station, Michigan State University, East Lansing, Michigan
| | - Christian Biernath
- Institute of Biochemical Plant Pathology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany
| | - Marco Bindi
- Department of Agri-food Production and Environmental Sciences (DISPAA), University of Florence, Florence, Italy
| | | | - Andrew J Challinor
- Institute for Climate and Atmospheric Science, School of Earth and Environment, University of Leeds, Leeds, UK
- Collaborative Research Program from CGIAR and Future Earth on Climate Change, Agriculture and Food Security (CCAFS), International Centre for Tropical Agriculture (CIAT), Cali, Colombia
| | | | - Benjamin Dumont
- Department Terra & AgroBioChem, Gembloux Agro-Bio Tech, University of Liege, Gembloux, Belgium
| | - Ehsan Eyshi Rezaei
- Institute of Crop Science and Resource Conservation INRES, University of Bonn, Bonn, Germany
- Department of Crop Sciences, University of Göttingen, Göttingen, Germany
| | | | - Roberto Ferrise
- Department of Agri-food Production and Environmental Sciences (DISPAA), University of Florence, Florence, Italy
| | | | - Sebastian Gayler
- Institute of Soil Science and Land Evaluation, University of Hohenheim, Stuttgart, Germany
| | - Yujing Gao
- Agricultural & Biological Engineering Department, University of Florida, Gainesville, Florida
| | - Heidi Horan
- CSIRO Agriculture and Food, Brisbane, Queensland, Australia
| | - Gerrit Hoogenboom
- Agricultural & Biological Engineering Department, University of Florida, Gainesville, Florida
- Institute for Sustainable Food Systems, University of Florida, Gainesville, Florida
| | - R César Izaurralde
- Department of Geographical Sciences, University of Maryland, College Park, Maryland
- Texas A&M AgriLife Research and Extension Center, Texas A&M University, Temple, Texas
| | - Mohamed Jabloun
- Department of Agroecology, Aarhus University, Tjele, Denmark
| | - Curtis D Jones
- Department of Geographical Sciences, University of Maryland, College Park, Maryland
| | - Belay T Kassie
- Agricultural & Biological Engineering Department, University of Florida, Gainesville, Florida
| | | | - Christian Klein
- Institute of Biochemical Plant Pathology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany
| | - Ann-Kristin Koehler
- Institute for Climate and Atmospheric Science, School of Earth and Environment, University of Leeds, Leeds, UK
| | - Bing Liu
- Agricultural & Biological Engineering Department, University of Florida, Gainesville, Florida
- National Engineering and Technology Center for Information Agriculture, Key Laboratory for Crop System Analysis and Decision Making, Ministry of Agriculture, Jiangsu Key Laboratory for Information Agriculture, Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing, China
| | - Sara Minoli
- Potsdam Institute for Climate Impact Research, Member of the Leibniz Association, Potsdam, Germany
| | | | - Christoph Müller
- Potsdam Institute for Climate Impact Research, Member of the Leibniz Association, Potsdam, Germany
| | - Soora Naresh Kumar
- Centre for Environment Science and Climate Resilient Agriculture, Indian Agricultural Research Institute, IARI PUSA, New Delhi, India
| | - Claas Nendel
- Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany
| | | | - Taru Palosuo
- Montpellier SupAgro, INRA, CIHEAM-IAMM, CIRAD, University Montpellier, Montpellier, France
| | - John R Porter
- Plant & Environment Sciences, University Copenhagen, Taastrup, Denmark
- Lincoln University, Lincoln, New Zealand
- Montpellier SupAgro, INRA, CIHEAM-IAMM, CIRAD, University Montpellier, Montpellier, France
| | - Eckart Priesack
- Institute of Biochemical Plant Pathology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany
| | | | | | - Claudio Stöckle
- Biological Systems Engineering, Washington State University, Pullman, Washington
| | | | - Thilo Streck
- Institute of Soil Science and Land Evaluation, University of Hohenheim, Stuttgart, Germany
| | - Iwan Supit
- Water & Food and Water Systems & Global Change Group, Wageningen University, Wageningen, The Netherlands
| | - Fulu Tao
- Natural Resources Institute Finland (Luke), Helsinki, Finland
- Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Science, Beijing, China
| | | | | | - Enli Wang
- CSIRO Agriculture and Food, Canberra, Australian Capital Territory, Australia
| | - Heidi Webber
- Institute of Crop Science and Resource Conservation INRES, University of Bonn, Bonn, Germany
- Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany
| | - Joost Wolf
- Plant Production Systems, Wageningen University, Wageningen, The Netherlands
| | - Liujun Xiao
- National Engineering and Technology Center for Information Agriculture, Key Laboratory for Crop System Analysis and Decision Making, Ministry of Agriculture, Jiangsu Key Laboratory for Information Agriculture, Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing, China
| | - Zhao Zhang
- State Key Laboratory of Earth Surface Processes and Resource Ecology, Faculty of Geographical Science, Beijing Normal University, Beijing, China
| | - Zhigan Zhao
- CSIRO Agriculture and Food, Canberra, Australian Capital Territory, Australia
- Department of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Yan Zhu
- National Engineering and Technology Center for Information Agriculture, Key Laboratory for Crop System Analysis and Decision Making, Ministry of Agriculture, Jiangsu Key Laboratory for Information Agriculture, Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing, China
| | - Frank Ewert
- Institute of Crop Science and Resource Conservation INRES, University of Bonn, Bonn, Germany
- Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany
| |
Collapse
|
33
|
Elevated CO2 and O3 Levels Influence the Uptake and Leaf Concentration of Mineral N, P, K in Phyllostachys edulis (Carrière) J.Houz. and Oligostachyum lubricum (wen) King f. FORESTS 2018. [DOI: 10.3390/f9040195] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
34
|
Hellemans T, Landschoot S, Dewitte K, Van Bockstaele F, Vermeir P, Eeckhout M, Haesaert G. Impact of Crop Husbandry Practices and Environmental Conditions on Wheat Composition and Quality: A Review. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:2491-2509. [PMID: 29488761 DOI: 10.1021/acs.jafc.7b05450] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
The increasing interest in the production of bread wheat ( Triticum aestivum L.) with specific quality traits requires a shift from the current breeding goal, being yield, to improved compositional and, consequently, functional traits. Since wheat is a key food crop, this must be attained while maintaining or even further increasing yield. Furthermore, as compositional requirements for specific applications are not well-defined, both protein and gluten content as well as the enzymatic activity remain most important. Given that these traits are majorly impacted by both genotype and environment, it is very complex to predict and ultimately control them. Different strategies, such as applying optimized agronomic practices, can temper these uncontrollable determinants which are equally important to steer wheat quality. As current research on their contribution to specific traits is highly fragmented, this report provides a comprehensive review of the influence of crop husbandry and environmental conditions on wheat yield and composition.
Collapse
Affiliation(s)
- T Hellemans
- Department of Food Technology, Safety and Health, Faculty of Bioscience Engineering , Ghent University , Valentin Vaerwyckweg 1 , BE-9000 Ghent , Belgium
| | - S Landschoot
- Department of Data-Analysis and Mathematical Modelling, Faculty of Bioscience Engineering , Ghent University , Coupure Links 653 , BE-9000 Ghent , Belgium
- Department of Plants and Crops, Faculty of Bioscience Engineering , Ghent University , Diepestraat 1 , BE-9820 Bottelare , Merelbeke , Belgium
| | - K Dewitte
- Department of Plants and Crops, Faculty of Bioscience Engineering , Ghent University , Diepestraat 1 , BE-9820 Bottelare , Merelbeke , Belgium
| | - F Van Bockstaele
- Department of Food Technology, Safety and Health, Faculty of Bioscience Engineering , Ghent University , Valentin Vaerwyckweg 1 , BE-9000 Ghent , Belgium
| | - P Vermeir
- Department of Green Chemistry and Technology, Faculty of Bioscience Engineering , Ghent University , Valentin Vaerwyckweg 1 , BE-9000 Ghent , Belgium
| | - M Eeckhout
- Department of Food Technology, Safety and Health, Faculty of Bioscience Engineering , Ghent University , Valentin Vaerwyckweg 1 , BE-9000 Ghent , Belgium
| | - G Haesaert
- Department of Plants and Crops, Faculty of Bioscience Engineering , Ghent University , Diepestraat 1 , BE-9820 Bottelare , Merelbeke , Belgium
| |
Collapse
|
35
|
Beleggia R, Fragasso M, Miglietta F, Cattivelli L, Menga V, Nigro F, Pecchioni N, Fares C. Mineral composition of durum wheat grain and pasta under increasing atmospheric CO 2 concentrations. Food Chem 2017; 242:53-61. [PMID: 29037725 DOI: 10.1016/j.foodchem.2017.09.012] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Revised: 08/29/2017] [Accepted: 09/04/2017] [Indexed: 11/15/2022]
Abstract
The concentrations of 10 minerals were investigated in the grain of 12 durum wheat genotypes grown under free air CO2 enrichment conditions, and in four of their derived pasta samples, using inductively coupled plasma mass spectrometry. Compared to ambient CO2 (400ppm; AMB), under elevated CO2 (570ppm; ELE), the micro-element and macro-element contents showed strong and significant decreases in the grain: Mn, -28.3%; Fe, -26.7%; Zn, -21.9%; Mg, -22.7%; Mo, -40.4%; K, -22.4%; and Ca, -19.5%. These variations defined the 12 genotypes as sensitive or non-sensitive to ELE. The pasta samples under AMB and ELE showed decreased mineral contents compared to the grain. Nevertheless, the contributions of the pasta to the recommended daily allowances remained relevant, also for the micro-elements under ELE conditions (range, from 18% of the recommended daily allowance for Zn, to 70% for Mn and Mo).
Collapse
Affiliation(s)
- Romina Beleggia
- Consiglio per la Ricerca in Agricoltura e l'Analisi dell'Economia Agraria, Centro di Ricerca per la Cerealicoltura (CREA-CER), Foggia, Italy
| | - Mariagiovanna Fragasso
- Consiglio per la Ricerca in Agricoltura e l'Analisi dell'Economia Agraria, Centro di Ricerca per la Cerealicoltura (CREA-CER), Foggia, Italy
| | - Franco Miglietta
- CNR-IBIMET, Istituto di Biometeorologia, Via Giovanni Caproni, 8, 50145 Firenze, Italy; IMèRA - Institut d'Etudes Avancèes, 2, Place Le Verrier, 13004 Marseille, France
| | - Luigi Cattivelli
- Consiglio per la Ricerca in Agricoltura e l'Analisi dell'Economia Agraria, Centro di Ricerca per la Genomica Vegetale (CREA-GPG), Fiorenzuola D'Arda, Italy
| | - Valeria Menga
- Consiglio per la Ricerca in Agricoltura e l'Analisi dell'Economia Agraria, Centro di Ricerca per la Cerealicoltura (CREA-CER), Foggia, Italy
| | - Franca Nigro
- Consiglio per la Ricerca in Agricoltura e l'Analisi dell'Economia Agraria, Centro di Ricerca per la Cerealicoltura (CREA-CER), Foggia, Italy
| | - Nicola Pecchioni
- Consiglio per la Ricerca in Agricoltura e l'Analisi dell'Economia Agraria, Centro di Ricerca per la Cerealicoltura (CREA-CER), Foggia, Italy
| | - Clara Fares
- Consiglio per la Ricerca in Agricoltura e l'Analisi dell'Economia Agraria, Centro di Ricerca per la Cerealicoltura (CREA-CER), Foggia, Italy.
| |
Collapse
|
36
|
Thompson M, Gamage D, Hirotsu N, Martin A, Seneweera S. Effects of Elevated Carbon Dioxide on Photosynthesis and Carbon Partitioning: A Perspective on Root Sugar Sensing and Hormonal Crosstalk. Front Physiol 2017; 8:578. [PMID: 28848452 PMCID: PMC5550704 DOI: 10.3389/fphys.2017.00578] [Citation(s) in RCA: 93] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Accepted: 07/26/2017] [Indexed: 01/14/2023] Open
Abstract
Plant responses to atmospheric carbon dioxide will be of great concern in the future, as carbon dioxide concentrations ([CO2]) are predicted to continue to rise. Elevated [CO2] causes increased photosynthesis in plants, which leads to greater production of carbohydrates and biomass. Which organ the extra carbohydrates are allocated to varies between species, but also within species. These carbohydrates are a major energy source for plant growth, but they also act as signaling molecules and have a range of uses beyond being a source of carbon and energy. Currently, there is a lack of information on how the sugar sensing and signaling pathways of plants are affected by the higher content of carbohydrates produced under elevated [CO2]. Particularly, the sugar signaling pathways of roots are not well understood, along with how they are affected by elevated [CO2]. At elevated [CO2], some plants allocate greater amounts of sugars to roots where they are likely to act on gene regulation and therefore modify nutrient uptake and transport. Glucose and sucrose also promote root growth, an effect similar to what occurs under elevated [CO2]. Sugars also crosstalk with hormones to regulate root growth, but also affect hormone biosynthesis. This review provides an update on the role of sugars as signaling molecules in plant roots and thus explores the currently known functions that may be affected by elevated [CO2].
Collapse
Affiliation(s)
- Michael Thompson
- Faculty of Health, Engineering and Sciences, Centre for Crop Health, University of Southern QueenslandToowoomba, QLD, Australia
| | - Dananjali Gamage
- Faculty of Health, Engineering and Sciences, Centre for Crop Health, University of Southern QueenslandToowoomba, QLD, Australia
| | - Naoki Hirotsu
- Faculty of Health, Engineering and Sciences, Centre for Crop Health, University of Southern QueenslandToowoomba, QLD, Australia
- Faculty of Life Sciences, Toyo UniversityItakura-machi, Japan
| | - Anke Martin
- Faculty of Health, Engineering and Sciences, Centre for Crop Health, University of Southern QueenslandToowoomba, QLD, Australia
| | - Saman Seneweera
- Faculty of Health, Engineering and Sciences, Centre for Crop Health, University of Southern QueenslandToowoomba, QLD, Australia
| |
Collapse
|