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L’Espérance E, Bouyoucef LS, Dozois JA, Yergeau E. Tipping the plant-microbe competition for nitrogen in agricultural soils. iScience 2024; 27:110973. [PMID: 39391734 PMCID: PMC11466649 DOI: 10.1016/j.isci.2024.110973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/12/2024] Open
Abstract
Nitrogen (N) is the most limiting nutrient in agroecosystems, and its indiscriminate application is at the center of the environmental challenges facing agriculture. To solve this dilemma, crops' nitrogen use efficiency (NUE) needs to increase - in other words, more of the applied nitrogen needs to reach humans. Microbes are the key to cracking this problem. Microbes use nitrogen as an energy source, an electron acceptor, or incorporate it in their biomass. These activities change the form and availability of nitrogen for crops' uptake, impacting its NUE, yields and produce quality. Plants (and microbes) have, however, evolved many mechanisms to compete for soil nitrogen. Understanding and harnessing these competitive mechanisms would enable us to tip the nitrogen balance to the advantage of crops. We will review these competitive mechanisms and highlight some approaches that were applied to reduce microbial competition for N in an agricultural context.
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Affiliation(s)
- Emmy L’Espérance
- Institut national de la recherche scientifique, Centre Armand-Frappier Santé Biotechnologie, 531 boulevard des Prairies, Laval, Québec H7V1B7, Canada
| | - Lilia Sabrina Bouyoucef
- Institut national de la recherche scientifique, Centre Armand-Frappier Santé Biotechnologie, 531 boulevard des Prairies, Laval, Québec H7V1B7, Canada
| | - Jessica A. Dozois
- Institut national de la recherche scientifique, Centre Armand-Frappier Santé Biotechnologie, 531 boulevard des Prairies, Laval, Québec H7V1B7, Canada
| | - Etienne Yergeau
- Institut national de la recherche scientifique, Centre Armand-Frappier Santé Biotechnologie, 531 boulevard des Prairies, Laval, Québec H7V1B7, Canada
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Jalloh AA, Mutyambai DM, Yusuf AA, Subramanian S, Khamis F. Maize edible-legumes intercropping systems for enhancing agrobiodiversity and belowground ecosystem services. Sci Rep 2024; 14:14355. [PMID: 38906908 PMCID: PMC11192945 DOI: 10.1038/s41598-024-64138-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 06/05/2024] [Indexed: 06/23/2024] Open
Abstract
Intensification of staple crops through conventional agricultural practices with chemical synthetic inputs has yielded positive outcomes in food security but with negative environmental impacts. Ecological intensification using cropping systems such as maize edible-legume intercropping (MLI) systems has the potential to enhance soil health, agrobiodiversity and significantly influence crop productivity. However, mechanisms underlying enhancement of biological soil health have not been well studied. This study investigated the shifts in rhizospheric soil and maize-root microbiomes and associated soil physico-chemical parameters in MLI systems of smallholder farms in comparison to maize-monoculture cropping systems (MMC). Maize-root and rhizospheric soil samples were collected from twenty-five farms each conditioned by MLI and MMC systems in eastern Kenya. Soil characteristics were assessed using Black oxidation and Walkley methods. High-throughput amplicon sequencing was employed to analyze fungal and bacterial communities, predicting their functional roles and diversity. The different MLI systems significantly impacted soil and maize-root microbial communities, resulting in distinct microbe sets. Specific fungal and bacterial genera and species were mainly influenced and enriched in the MLI systems (e.g., Bionectria solani, Sarocladium zeae, Fusarium algeriense, and Acremonium persicinum for fungi, and Bradyrhizobium elkanii, Enterobacter roggenkampii, Pantoea dispersa and Mitsuaria chitosanitabida for bacteria), which contribute to nutrient solubilization, decomposition, carbon utilization, plant protection, bio-insecticides/fertilizer production, and nitrogen fixation. Conversely, the MMC systems enriched phytopathogenic microbial species like Sphingomonas leidyi and Alternaria argroxiphii. Each MLI system exhibited a unique composition of fungal and bacterial communities that shape belowground biodiversity, notably affecting soil attributes, plant well-being, disease control, and agroecological services. Indeed, soil physico-chemical properties, including pH, nitrogen, organic carbon, phosphorus, and potassium were enriched in MLI compared to MMC cropping systems. Thus, diversification of agroecosystems with MLI systems enhances soil properties and shifts rhizosphere and maize-root microbiome in favor of ecologically important microbial communities.
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Affiliation(s)
- Abdul A Jalloh
- International Centre of Insect Physiology and Ecology, P.O. Box 30772-00100, Nairobi, Kenya
- Department of Zoology and Entomology, University of Pretoria, Private Bag x20 , Hatfield, Pretoria, South Africa
| | - Daniel Munyao Mutyambai
- International Centre of Insect Physiology and Ecology, P.O. Box 30772-00100, Nairobi, Kenya.
- Department of Life Sciences, South Eastern Kenya University, P.O Box 170-90200, Kitui, Kenya.
| | - Abdullahi Ahmed Yusuf
- Department of Zoology and Entomology, University of Pretoria, Private Bag x20 , Hatfield, Pretoria, South Africa
- Forestry and Agricultural Biotechnology Institute, University of Pretoria, Private Bag x20, Hatfield, Pretoria, South Africa
| | - Sevgan Subramanian
- International Centre of Insect Physiology and Ecology, P.O. Box 30772-00100, Nairobi, Kenya
| | - Fathiya Khamis
- International Centre of Insect Physiology and Ecology, P.O. Box 30772-00100, Nairobi, Kenya
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Arenas-Salazar AP, Schoor M, Parra-Pacheco B, García-Trejo JF, Torres-Pacheco I, Feregrino-Pérez AA. Intercropping Systems to Modify Bioactive Compounds and Nutrient Profiles in Plants: Do We Have Enough Information to Take This as a Strategy to Improve Food Quality? A Review. PLANTS (BASEL, SWITZERLAND) 2024; 13:194. [PMID: 38256749 PMCID: PMC10818617 DOI: 10.3390/plants13020194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 12/17/2023] [Accepted: 01/05/2024] [Indexed: 01/24/2024]
Abstract
Various environmental, food security and population health problems have been correlated with the use of intensive agriculture production systems around the world. This type of system leads to the loss of biodiversity and natural habitats, high usage rates of agrochemicals and natural resources, and affects soil composition, human health, and nutritional plant quality in rural areas. Agroecological intercropping systems that respect agrobiodiversity, on the other hand, can significantly benefit ecosystems, human health, and food security by modifying the nutritional profile and content of some health-promoting bioactive compounds in the species cultivated in this system. However, research on intercropping strategies focuses more on the benefits they can offer to ecosystems, and less on plant nutrient composition, and the existing information is scattered. The topic merits further study, given the critical impact that it could have on human nutrition. The aim of this review is therefore to collect viable details on the status of research into the profile of nutrients and bioactive compounds in intercropping systems in different regions of the world with unique mixed crops using plant species, along with the criteria for combining them, as well as the nutrients and bioactive compounds analyzed, to exemplify the possible contributions of intercropping systems to food availability and quality.
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Sadafzadeh E, Javanmard A, Amani Machiani M, Sofo A. Application of Bio-Fertilizers Improves Forage Quantity and Quality of Sorghum ( Sorghum bicolor L.) Intercropped with Soybean ( Glycine max L.). PLANTS (BASEL, SWITZERLAND) 2023; 12:2985. [PMID: 37631196 PMCID: PMC10458552 DOI: 10.3390/plants12162985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 08/05/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023]
Abstract
In recent years, application of bio-fertilizers (BFs) in intercropping systems has become known as one of the main sustainable and eco-friendly strategies for improving the quantity and quality of forage crops. In order to evaluate the forage quantity and quality of sorghum intercropped with soybean, a two-year field experiment was carried out as factorial based on a randomized complete blocks design (RCBD) with three replications. The first factor was different cropping patterns including soybean monocultures with densities of 40 and 50 plants m-2 (G40 and G50), sorghum monocultures with densities of 10 and 15 plants m-2 (S10 and S15) and intercropping of two plants with the mentioned densities. The second factor was non-application (control) and application of bio-fertilizers. The results demonstrated that the highest dry forage yield of sorghum (21.22 t ha-1) was obtained in monoculture conditions with density of 15 plants m-2 and inoculation with bio-fertilizer (S15+BF). The maximum crude protein (CP = 149.6 g kg-1 DM), ash (113.2 g kg-1 DM), water soluble carbohydrates (WSC = 251.16 g kg-1 DM), dry matter intake (DMI = 26.83 g kg-1 of body weight), digestible dry matter (DDM = 668.01 g kg-1 DM), total digestible nutrients (TDN = 680.42 g kg-1 DM), relative feed value (RFV = 142.98%) and net energy for lactation (NEL = 1.625 Mcal kg-1) were observed in the intercropping of S10G50 inoculated with BF. Interestingly, application of bio-fertilizers enhanced the content of CP, ash, WSC, DMI, DDM, TDN, RFV and NEL by 7.5, 8, 11.7, 3.6, 2.3, 12.3, 5.9 and 3.5% when compared with the control (non-application of bio-fertilizers). In all intercropping patterns, the total land equivalent ratio (LER) value was greater than one, representing the advantage of these cropping patterns in comparison with sorghum monoculture. The highest total LER was recorded in the intercropping of S15G40 and S10G50 following application of BF. Additionally, the highest monetary advantage index (MAI) was calculated in the intercropping of S15G40+BF. Generally, it can be concluded that the intercropping of S10G50 along with bio-fertilizer inoculation could be suggested as an eco-friendly strategy for improving the forage quantity and quality under low-input conditions.
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Affiliation(s)
- Elnaz Sadafzadeh
- Department of Plant Production and Genetics, Faculty of Agriculture, University of Maragheh, Maragheh P.O. Box 55136-553, Iran (M.A.M.)
| | - Abdollah Javanmard
- Department of Plant Production and Genetics, Faculty of Agriculture, University of Maragheh, Maragheh P.O. Box 55136-553, Iran (M.A.M.)
| | - Mostafa Amani Machiani
- Department of Plant Production and Genetics, Faculty of Agriculture, University of Maragheh, Maragheh P.O. Box 55136-553, Iran (M.A.M.)
| | - Adriano Sofo
- Department of European and Mediterranean Cultures: Architecture, Environment, Cultural Heritage (DiCEM), Università degli Studi della Basilicata, Via Lanera 20, 75100 Matera, Italy
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Mekonen T, Tolera A, Nurfeta A, Bradford BJ, Yigrem S. Effects of substituting noug seed cake with pigeon pea leaves or desmodium hay on performance of male dairy calves. Trop Anim Health Prod 2023; 55:155. [PMID: 37041315 DOI: 10.1007/s11250-023-03538-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 03/06/2023] [Indexed: 04/13/2023]
Abstract
This experiment was conducted to evaluate the effects of substituting 50% of noug seed cake (NSC) in a concentrate mixture with pigeon pea leaves (PPL) or desmodium hay (DH) on feed intake, digestibility, body weight gain, carcass composition, and meat quality of crossbred male dairy calves. Twenty-seven male dairy calves at 7-8 months of age with an average initial body weight of 150 ± 31 kg (mean ± SD) were assigned to 3 treatments in a randomized complete block design with 9 replications. Calves were blocked based on their initial body weight and assigned to the 3 treatments. All calves were fed native pasture hay ad libitum (at ⁓10% refusal) supplemented with a concentrate containing 24% NSC (treatment 1) or supplemented with a concentrate where 50% of NSC was replaced with PPL (treatment 2) or a concentrate where 50% of NSC was replaced with DH (treatment 3). Feed and nutrient intake, apparent nutrient digestibility, body weight gain, feed conversion ratio, carcass composition, and meat quality (except texture) were similar (P > 0.05) among treatments. Treatments 2 and 3 had more (P < 0.05) tender loin and rib meat than treatment 1. It can be concluded that 50% of NSC in the concentrate mixture can be replaced with either PPL or DH in growing male crossbred dairy calves to achieve similar growth performance and carcass characteristics. Since the substitution of 50% NSC either with PPL or DH resulted in similar outcomes in almost all responses measured, it is recommended to evaluate the complete substitution of NSC either with PPL or DH on the performance of calves.
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Affiliation(s)
- Tefera Mekonen
- Hawassa University, P. O. Box 5, Hawassa, Ethiopia.
- Debre-Birhan Agricultural Research Center, P. O. Box 112, Debre Birhan, Ethiopia.
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Atumo TT. Maize-lablab intercropping date improves yield and suppress parthenium weed. COGENT FOOD & AGRICULTURE 2022; 8. [DOI: 10.1080/23311932.2022.2055270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 03/15/2022] [Indexed: 08/13/2024]
Affiliation(s)
- Tessema Tesfaye Atumo
- Southern Agricultural Research Institute (SARI), Arba Minch Agricultural Research Center, P.O.Box 2228, Arba Minch, Ethiopia
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Bo PT, Bai Y, Dong Y, Shi H, Soe Htet MN, Samoon HA, Zhang R, Tanveer SK, Hai J. Influence of Different Harvesting Stages and Cereals-Legume Mixture on Forage Biomass Yield, Nutritional Compositions, and Quality under Loess Plateau Region. PLANTS (BASEL, SWITZERLAND) 2022; 11:2801. [PMID: 36297825 PMCID: PMC9608651 DOI: 10.3390/plants11202801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 10/15/2022] [Accepted: 10/20/2022] [Indexed: 06/16/2023]
Abstract
One of the main problems in the animal industries currently is the constant provision of forage in sufficient amounts with acceptable nutritional content for large and small ruminants, as livestock is a significant source of income for rural people in the Loess Plateau region. Cereals and legumes are essential forage crops because of their nutritional significance, particularly the protein concentration in legumes and the fiber content in cereals. Therefore, combining cereal and legume crops may be a practical solution to the problems of inadequate forage nutrition, an insufficient amount of forage, unsustainable agricultural methods, and declining soil fertility. The current study predicts that mixed cropping of cereals and legumes at the harvesting stage of the soft dough stage and maturity stage based on the cereal growth stage will have different effects on forage biomass output, forage quality index, and nutritional value of the forage. In this study, wheat (Triticum aestivum) and ryegrass (Lolium multiflorum) are used as cereal crops and pea (Pisum sativum), and alfalfa (Medicago sativa) are used as legume crops. Three sample replicates and a split-plot design with a randomized block design are used. The study is conducted in the 2020−2021 and 2021−2022 cropping seasons. The experimental results show that cereal−legume mixed cropping, particularly the cereal−alfalfa combination, has a positive impact on the biomass yield and nutritional composition of the forage. However, adding peas to cereal has a negative impact on biomass yield, nutritional composition, mineral composition, and forage quality index. Among the treatments, ryegrass−alfalfa mixed cropping was shown to have higher values of WSC%, CP%, EE%, CF%, and ash% in both growing seasons. The values are WSC (15.82%), CP (10.78%), EE (2.30%), CF (32.06%), and ash (10.68%) for the 2020−2021 cropping seasons and WSC (15.03%), CP (11.68%), EE (3.30%), CF (32.92%), and ash (11.07%) for the 2021−2022 cropping seasons, respectively. On the other hand, the current study finds that cereal−alfalfa mixed cropping had a detrimental impact on NDF and ADF concentrations. All nutritional indices, including CP, WSC, EE, CF, ash, NDF, and ADF, have favorable correlations with one another. Furthermore, in both growing seasons, RA, ryegrass−alfalfa mixed cropping, has higher mineral compositions and forage quality indicators. Furthermore, harvesting times have a significant impact on the fresh biomass yield, dry matter yield, nutritional compositions, mineral compositions, and forage quality parameters (p < 0.001), with the highest values being shown when harvesting at the soft dough stage. The current study concludes that, based on chemical composition and quality analysis, the soft dough stage is the greatest harvesting period, and that the cereal−alfalfa mixed cropping is the most preferable due to its maximized quality forage production and nutritional content in livestock feedstuff in the Loess Plateau region.
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Affiliation(s)
- Poe Thinzar Bo
- State Key Laboratory of Crop Cultivation and Farming System in Northwestern Loess Plateau, College of Agronomy, Northwest A & F University, Yangling, Xianyang 712100, China
| | - Yinping Bai
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang 621010, China
| | - Yongli Dong
- State Key Laboratory of Crop Cultivation and Farming System in Northwestern Loess Plateau, College of Agronomy, Northwest A & F University, Yangling, Xianyang 712100, China
| | - Hongxia Shi
- State Key Laboratory of Crop Cultivation and Farming System in Northwestern Loess Plateau, College of Agronomy, Northwest A & F University, Yangling, Xianyang 712100, China
| | - Maw Ni Soe Htet
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A & F University, Yangling, Xianyang 712100, China
| | - Hamz Ali Samoon
- PARC-Water and Agricultural Waste Management Institute, Tando Jam 70060, Pakistan
| | - Ruifang Zhang
- State Key Laboratory of Crop Cultivation and Farming System in Northwestern Loess Plateau, College of Agronomy, Northwest A & F University, Yangling, Xianyang 712100, China
| | | | - Jiangbo Hai
- State Key Laboratory of Crop Cultivation and Farming System in Northwestern Loess Plateau, College of Agronomy, Northwest A & F University, Yangling, Xianyang 712100, China
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Li L, Duan R, Li R, Zou Y, Liu J, Chen F, Xing G. Impacts of corn intercropping with soybean, peanut and millet through different planting patterns on population dynamics and community diversity of insects under fertilizer reduction. FRONTIERS IN PLANT SCIENCE 2022; 13:936039. [PMID: 36330264 PMCID: PMC9623279 DOI: 10.3389/fpls.2022.936039] [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: 05/04/2022] [Accepted: 08/04/2022] [Indexed: 06/16/2023]
Abstract
Corn is one of the key grain crops in China and the excessive use of chemical fertilizers and pesticides seriously damages the ecological environment in fields. To explore a more scientific and reasonable way to plant corn and simultaneously reduce the overuse of chemical fertilizers and pesticides, the impact of corn intercropping with soybean, peanut, and millet, respectively, through five planting patterns, including three intercropping patterns (2 corn rows to 2, 3 and 4 rows of soybean/peanut or 2, 4 and 6 millet rows, respectively) and two monoculture patterns of corn and soybean, peanut or millet under normal (600 kg/ha) and reduced (375 kg/ha) levels of NPK (N:P2O5:K2O = 15:15:15) fertilization on the population abundance and community diversity of insects, leaf nutrients, and induced plant hormones jasmonic acid (JA) and salicylic acid (SA) was studied in 2018 and 2019. The results showed that the insect community indexes of the species number (S), the diversity index (H), and the uniformity index (E) generally increased under intercropping and were significantly higher than those under corn monoculture. The prevalence of Asian corn borer (Ostrinia furnacalis) on the intercropping corn plants decreased by based on the average of seven surveys per year for each treatment 2.9 to 17 heads per 30 plants compared with that on the monoculture corn plants. The number of natural enemy insect species on corn plants under intercropping was significantly higher than that under corn monoculture. That is, intercropping may decrease the population of Asian corn borers by increasing S, H, E, and natural enemy insect species (NEI). Moreover, intercropping type and fertilizer level significantly affected corn leaf nutrient contents. Compared with the normal fertilizer level, fertilizer reduction significantly reduced the foliar contents of amino acids, soluble protein, and soluble sugar in corn plants. In addition, corn-soybean and corn-peanut intercropping significantly increased the three nutrient contents in corn leaves compared with corn monoculture. In terms of corn nutrients, intercropping could compensate for the effects of fertilizer reduction. The foliar content of JA in corn-soybean intercropping was significantly higher than in corn monoculture. Under corn-soybean and corn-peanut intercropping, SA was significantly lower than under corn monoculture. Overall, intercropping, not fertilizer reduction, can significantly increase insect community diversity while reducing the population abundances of the key insect pest species on corn plants. Intercropping reduced the SA content, increased amino acids and thus reduced the susceptibility of corn to the pest insects.
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Affiliation(s)
- Likun Li
- Department of Entomology, College of Plant Protection, Nanjing Agricultural University, Nanjing, Jiangsu, China
| | - Ruichuan Duan
- Department of Entomology, College of Plant Protection, Nanjing Agricultural University, Nanjing, Jiangsu, China
| | - Runzhao Li
- Department of Entomology, College of Plant Protection, Nanjing Agricultural University, Nanjing, Jiangsu, China
| | - Yan Zou
- Department of Entomology, College of Plant Protection, Nanjing Agricultural University, Nanjing, Jiangsu, China
| | - Jiawen Liu
- Department of Entomology, College of Plant Protection, Nanjing Agricultural University, Nanjing, Jiangsu, China
| | - Fajun Chen
- Department of Entomology, College of Plant Protection, Nanjing Agricultural University, Nanjing, Jiangsu, China
| | - Guangnan Xing
- Soybean Research Institute & MARA National Center for Soybean Improvement & MARA Key Laboratory of Biology and Genetic Improvement of Soybean & National Key Laboratory for Crop Genetics and Germplasm Enhancement & Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing, China
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Varatharajan T, Dass A, Choudhary AK, Sudhishri S, Pooniya V, Das TK, Rajanna GA, Prasad S, Swarnalakshmi K, Harish MN, Dhar S, Singh R, Raj R, Kumari K, Singh A, Sachin KS, Kumar P. Integrated management enhances crop physiology and final yield in maize intercropped with blackgram in semiarid South Asia. FRONTIERS IN PLANT SCIENCE 2022; 13:975569. [PMID: 36212325 PMCID: PMC9538492 DOI: 10.3389/fpls.2022.975569] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 08/31/2022] [Indexed: 06/16/2023]
Abstract
Photosynthesis, crop health and dry matter partitioning are among the most important factors influencing crop productivity and quality. Identifying variation in these parameters may help discover the plausible causes for crop productivity differences under various management practices and cropping systems. Thus, a 2-year (2019-2020) study was undertaken to investigate how far the integrated crop management (ICM) modules and cropping systems affect maize physiology, photosynthetic characteristics, crop vigour and productivity in a holistic manner. The treatments included nine main-plot ICM treatments [ICM1 to ICM4 - conventional tillage (CT)-based; ICM5 to ICM8 - conservation agriculture (CA)-based; ICM9 - organic agriculture (OA)-based] and two cropping systems, viz., maize-wheat and maize + blackgram-wheat in subplots. The CA-based ICM module, ICM7 resulted in significant (p < 0.05) improvements in the physiological parameters, viz., photosynthetic rate (42.56 μ mol CO2 m-2 sec-1), transpiration rate (9.88 m mol H2O m-2 sec-1) and net assimilation rate (NAR) (2.81 mg cm-2 day-1), crop vigour [NDVI (0.78), chlorophyll content (53.0)], dry matter partitioning toward grain and finally increased maize crop productivity (6.66 t ha-1) by 13.4-14.2 and 27.3-28.0% over CT- and OA-based modules. For maize equivalent grain yield (MEGY), the ICM modules followed the trend as ICM7 > ICM8 > ICM5 > ICM6 > ICM3 > ICM4 > ICM1 > ICM2 > ICM9. Multivariate and PCA analyses also revealed a positive correlation between physiological parameters, barring NAR and both grain and stover yields. Our study proposes an explanation for improved productivity of blackgram-intercropped maize under CA-based ICM management through significant improvements in physiological and photosynthetic characteristics and crop vigour. Overall, the CA-based ICM module ICM7 coupled with the maize + blackgram intercropping system could be suggested for wider adoption to enhance the maize production in semiarid regions of India and similar agroecologies across the globe.
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Affiliation(s)
- T. Varatharajan
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
| | - Anchal Dass
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
| | - Anil K. Choudhary
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
- Central Potato Research Institute, Indian Council of Agricultural Research, Shimla, India
| | - S. Sudhishri
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
| | - V. Pooniya
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
| | - T. K. Das
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
| | - G. A. Rajanna
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
- Directorate of Groundnut Research, Indian Council of Agricultural Research, Ananthapur, India
| | - Shiv Prasad
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
| | | | - M. N. Harish
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
- Farm Science Centre, Indian Institute of Horticultural Research, Indian Council of Agricultural Research, Gonikoppal, India
| | - Shiva Dhar
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
| | - Raj Singh
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
| | - Rishi Raj
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
| | - Kavita Kumari
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
| | - Arjun Singh
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
- National Research Centre for Banana, Indian Council of Agricultural Research, Tiruchirappalli, India
| | - K. S. Sachin
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
| | - Pramod Kumar
- Indian Agricultural Research Institute, Indian Council of Agricultural Research, New Delhi, India
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Bo PT, Dong Y, Zhang R, Soe Htet MN, Hai J. Optimization of Alfalfa-Based Mixed Cropping with Winter Wheat and Ryegrass in Terms of Forage Yield and Quality Traits. PLANTS 2022; 11:plants11131752. [PMID: 35807706 PMCID: PMC9269676 DOI: 10.3390/plants11131752] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 06/23/2022] [Accepted: 06/28/2022] [Indexed: 11/16/2022]
Abstract
Forage has a significant association with animal nutrition because it is an essential part of milk and meat production in the livestock industry. Thus, for the production of high-quality forage, cereal–legume mixed cropping is an efficient method for meat and milk production in the livestock sector. In a two-year experiment between 2020 and 2021, the forage yield, nutritional compositions, amino acid profile, and forage quality were evaluated in the mixed cropping of winter wheat and ryegrass with alfalfa. In this study, a split-plot design with a randomized block design was employed with three sampling replicates. Cultivars were harvested at three maturity stages, namely, flowering, milk, and soft dough, depending on the wheat growth stage. The experimental results show that wheat 2 (Baomai 9)–alfalfa and ryegrass–alfalfa mixed cropping produced higher fresh biomass output than mono-cropping of wheat and ryegrass harvested at the flowering stage. Furthermore, the dry matter (DM) percentage range increased from 20.18% to 36.39%. By contrast, crude protein, crude fiber, neutral detergent fiber, and acid detergent fiber were higher at the flowering stage than at other harvesting stages with DM values of 14.28%, 34.12%, 55.06%, and 32.55%, respectively. Ryegrass–alfalfa mixing yielded higher values of mineral compositions, and T5 (Baomai 9–alfalfa) generally achieved more extraordinary amino acid compositions. The results demonstrate that wheat and ryegrass with alfalfa mixed cropping, and harvesting at the flowering period produces high-quality forage. Additionally, mixed cropping with alfalfa remarkably affected forage quality parameters, while mixed cropping of wheat cultivar 2 (Baomai 9) and alfalfa obtained the highest dry matter intake, digestible dry matter, relative feed value, total digestible nutrient, relative forage quality, and quality index values of 2.56, 68.54, 136.49, 60.50, 127.41, and 1.69, respectively. Thus, the mixed-cropping of wheat and ryegrass with alfalfa forage is recommended for its maximized quality forage production and nutritional values in livestock feedstuff.
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Affiliation(s)
- Poe Thinzar Bo
- State Key Laboratory of Crop Cultivation and Farming System in Northwestern Loess Plateau, College of Agronomy, Northwest A&F University, Yangling, Xianyang 712100, China; (P.T.B.); (Y.D.); (R.Z.); (M.N.S.H.)
| | - Yongli Dong
- State Key Laboratory of Crop Cultivation and Farming System in Northwestern Loess Plateau, College of Agronomy, Northwest A&F University, Yangling, Xianyang 712100, China; (P.T.B.); (Y.D.); (R.Z.); (M.N.S.H.)
| | - Ruifang Zhang
- State Key Laboratory of Crop Cultivation and Farming System in Northwestern Loess Plateau, College of Agronomy, Northwest A&F University, Yangling, Xianyang 712100, China; (P.T.B.); (Y.D.); (R.Z.); (M.N.S.H.)
| | - Maw Ni Soe Htet
- State Key Laboratory of Crop Cultivation and Farming System in Northwestern Loess Plateau, College of Agronomy, Northwest A&F University, Yangling, Xianyang 712100, China; (P.T.B.); (Y.D.); (R.Z.); (M.N.S.H.)
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Xianyang 712100, China
- Rice Bio-Park Research Section, Post-Harvest Technology and Food Science Research Division, Department of Agricultural Research, Yezin, Zayarthiri Township, Nay Pyi Taw 15013, Myanmar
| | - Jiangbo Hai
- State Key Laboratory of Crop Cultivation and Farming System in Northwestern Loess Plateau, College of Agronomy, Northwest A&F University, Yangling, Xianyang 712100, China; (P.T.B.); (Y.D.); (R.Z.); (M.N.S.H.)
- Correspondence: ; Tel.: +86-133-8922-1092
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11
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Jiang Y, Khan MU, Lin X, Lin Z, Lin S, Lin W. Evaluation of maize/peanut intercropping effects on microbial assembly, root exudates and peanut nitrogen uptake. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2022; 171:75-83. [PMID: 34973502 DOI: 10.1016/j.plaphy.2021.12.024] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 12/19/2021] [Accepted: 12/22/2021] [Indexed: 06/14/2023]
Abstract
Legume/cereal intercropping has been widely studied within ecosystem function, owing to its overyield potential, predominantly by dinitrogen (N2) fixation. In our 2-year peanut/maize intercropping field experiment, land equivalent ratio (LER) showed an average yield-increase by 41.48%. Performance index of intercropped peanut (IP) functional leaves exhibited significant improvement (2.02-fold). Moreover, IP increased dry nodule weight by 58.82% as compared to mono-cropped. Also, the ratio of nodules to aboveground biomass in IP reduced by 65.8%. In pot experiment, higher urease activity was found in rhizosphere (22.73%). The abundance of Rhizobium and niƒH gene in the rhizosphere of IP were significantly enhanced by 71.91% and 208%, respectively. To analyze root exudates, we performed hydroponic coculture, the proportion of total isoflavonoids in peanut root exudates were increased distinctly by 22.4%. Our findings certainly helped in filling one the information gaps, that how intercropping increases nitrogen fixation in rhizosphere. Lastly, it can further facilitate to understand functional significance of intercropping system for agricultural ecological sustainability and efficient resource utilization.
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Affiliation(s)
- Yuhang Jiang
- Agricultural College, Fujian Agriculture and Forestry University, Fuzhou, 350002, PR China; College of Life Science, Fujian Agricultural and Forestry University, Fuzhou, 350002, PR China; Key Laboratory of Fujian Province for Agroecological Process and Safety Monitoring, Fujian Agriculture and Forestry University, Fuzhou, 350002, PR China; Key Laboratory of Ministry of Education for Crop Genetics/Breeding and Integrative Utilization, Fujian Agriculture and Forestry University, Fuzhou, 350002, PR China.
| | - Muhammad Umar Khan
- Agricultural College, Fujian Agriculture and Forestry University, Fuzhou, 350002, PR China; Key Laboratory of Fujian Province for Agroecological Process and Safety Monitoring, Fujian Agriculture and Forestry University, Fuzhou, 350002, PR China; Key Laboratory of Ministry of Education for Crop Genetics/Breeding and Integrative Utilization, Fujian Agriculture and Forestry University, Fuzhou, 350002, PR China.
| | - Xiaoqin Lin
- School of Resource Engineering, Longyan University, Longyan, 364000, PR China.
| | - Zhimin Lin
- College of Life Science, Fujian Agricultural and Forestry University, Fuzhou, 350002, PR China.
| | - Sheng Lin
- College of Life Science, Fujian Agricultural and Forestry University, Fuzhou, 350002, PR China; Key Laboratory of Fujian Province for Agroecological Process and Safety Monitoring, Fujian Agriculture and Forestry University, Fuzhou, 350002, PR China; Key Laboratory of Ministry of Education for Crop Genetics/Breeding and Integrative Utilization, Fujian Agriculture and Forestry University, Fuzhou, 350002, PR China.
| | - Wenxiong Lin
- Agricultural College, Fujian Agriculture and Forestry University, Fuzhou, 350002, PR China; College of Life Science, Fujian Agricultural and Forestry University, Fuzhou, 350002, PR China; Key Laboratory of Fujian Province for Agroecological Process and Safety Monitoring, Fujian Agriculture and Forestry University, Fuzhou, 350002, PR China; Key Laboratory of Ministry of Education for Crop Genetics/Breeding and Integrative Utilization, Fujian Agriculture and Forestry University, Fuzhou, 350002, PR China.
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Li D, Shu G, Wang H, Xu Y, Adni J, Zhang Y, MacAdam JW, Villalba JJ, Dai X, Chen L. In vitro fermentation performance of alfalfa (Medicago sativa L.) mixed with different proportions of paper mulberry (Broussonetia papyrifera) leaves (PML) or condensed tannins extracted from PML. ITALIAN JOURNAL OF ANIMAL SCIENCE 2021. [DOI: 10.1080/1828051x.2021.1990144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Daojie Li
- College of Animal Science and Technology, Anhui Agricultural University, Hefei, China
| | - Gangqin Shu
- College of Animal Science and Technology, Anhui Agricultural University, Hefei, China
| | - Hui Wang
- College of Animal Science and Technology, Anhui Agricultural University, Hefei, China
| | - Yuan Xu
- College of Animal Science and Technology, Anhui Agricultural University, Hefei, China
| | - Jannati Adni
- College of Animal Science and Technology, Anhui Agricultural University, Hefei, China
| | - Yunhua Zhang
- School of Resources and Environment, Anhui Agricultural University, Hefei, China
| | - Jennifer W. MacAdam
- Department of Plants, Soils & Climate, Utah State University, Logan, UT, USA
| | - Juan J. Villalba
- Department of Wildland Resources, Utah State University, Logan, UT, USA
| | - Xin Dai
- Department of Plants, Soils & Climate, Utah State University, Logan, UT, USA
| | - Lijuan Chen
- College of Animal Science and Technology, Anhui Agricultural University, Hefei, China
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Extract Methods, Molecular Characteristics, and Bioactivities of Polysaccharide from Alfalfa ( Medicago sativa L.). Nutrients 2019; 11:nu11051181. [PMID: 31137802 PMCID: PMC6567097 DOI: 10.3390/nu11051181] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Revised: 05/15/2019] [Accepted: 05/23/2019] [Indexed: 12/26/2022] Open
Abstract
The polysaccharide isolated from alfalfa was considered to be a kind of macromolecule with some biological activities; however, its molecular structure and effects on immune cells are still unclear. The objectives of this study were to explore the extraction and purifying methods of alfalfa (Medicago sativa L.) polysaccharide (APS) and decipher its composition and molecular characteristics, as well as its activation to lymphocytes. The crude polysaccharides isolated from alfalfa by water extraction and alcohol precipitation methods were purified by semipermeable membrane dialysis. Five batches of alfalfa samples were obtained from five farms (one composite sample per farm) and three replicates were conducted for each sample in determination. The results from ion chromatography (IC) analysis showed that the APS was composed of fucose, arabinose, galactose, glucose, xylose, mannose, galactose, galacturonic acid (GalA), and glucuronic acid (GlcA) with a molar ratio of 2.6:8.0:4.7:21.3:3.2:1.0:74.2:14.9. The weight-average molecular weight (Mw), number-average molecular weight (Mn), and Z-average molecular weight (Mz) of APS were calculated to be 3.30 × 106, 4.06 × 105, and 1.43 × 108 g/mol, respectively, according to the analysis by gel permeation chromatography-refractive index-multiangle laser light scattering (GPC-RI-MALS). The findings of electron ionization mass spectrometry (EI-MS) suggest that APS consists of seven linkage residues, namely 1,5-Araf, galactose (T-D-Glc), glucose (T-D-Gal), 1,4-Gal-Ac, 1,4-Glc, 1,6-Gal, and 1,3,4-GalA, with molar proportions of 10.30%, 4.02%, 10.28%, 52.29%, 17.02%, 3.52%, and 2.57%, respectively. Additionally, APS markedly increased B-cell proliferation and IgM secretion in a dose- and time-dependent manner but not the proliferation and cytokine (IL-2, -4, and IFN-γ) expression of T cells. Taken together, the present results suggest that APS are macromolecular polymers with a molar mass (indicated by Mw) of 3.3 × 106 g/mol and may be a potential candidate as an immunopotentiating pharmaceutical agent or functional food.
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Kulkarni KP, Tayade R, Asekova S, Song JT, Shannon JG, Lee JD. Harnessing the Potential of Forage Legumes, Alfalfa, Soybean, and Cowpea for Sustainable Agriculture and Global Food Security. FRONTIERS IN PLANT SCIENCE 2018; 9:1314. [PMID: 30283466 PMCID: PMC6157451 DOI: 10.3389/fpls.2018.01314] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Accepted: 08/20/2018] [Indexed: 05/18/2023]
Abstract
Substantial improvements in access to food and increased purchasing power are driving many people toward consuming nutrition-rich foods causing an unprecedented demand for protein food worldwide, which is expected to rise further. Forage legumes form an important source of feed for livestock and have potential to provide a sustainable solution for food and protein security. Currently, alfalfa is a commercially grown source of forage and feed in many countries. However, soybean and cowpea also have the potential to provide quality forage and fodder for animal use. The cultivation of forage legumes is under threat from changing climatic conditions, indicating the need for breeding cultivars that can sustain and acclimatize to the negative effects of climate change. Recent progress in genetic and genomic tools have facilitated the identification of quantitative trait loci and genes/alleles that can aid in developing forage cultivars through genomics-assisted breeding. Furthermore, transgenic technology can be utilized to manipulate the genetic makeup of plants to improve forage digestibility for better animal performance. In this article, we assess the genetic potential of three important legume crops, alfalfa, soybean, and cowpea in supplying quality fodder and feed for livestock. In addition, we examine the impact of climate change on forage quality and discuss efforts made in enhancing the adaptation of the plant to the abiotic stress conditions. Subsequently, we suggest the application of integrative approaches to achieve adequate forage production amid the unpredictable climatic conditions.
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Affiliation(s)
| | - Rupesh Tayade
- School of Applied Biosciences, Kyungpook National University, Daegu, South Korea
| | - Sovetgul Asekova
- Department of Southern Area Crop Science, National Institute of Crop Science, Rural Development Administration, Miryang, South Korea
| | - Jong Tae Song
- School of Applied Biosciences, Kyungpook National University, Daegu, South Korea
| | - J. Grover Shannon
- National Center for Soybean Biotechnology and Division of Plant Sciences, University of Missouri, Columbia, MO, United States
| | - Jeong-Dong Lee
- School of Applied Biosciences, Kyungpook National University, Daegu, South Korea
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15
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Shi Y, Cheng Y, Wang Y, Zhang G, Gao R, Xiang C, Feng J, Lou D, Liu Y. Investigation of the fungal community structures of imported wheat using high-throughput sequencing technology. PLoS One 2017; 12:e0171894. [PMID: 28241020 PMCID: PMC5328263 DOI: 10.1371/journal.pone.0171894] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2016] [Accepted: 01/26/2017] [Indexed: 11/24/2022] Open
Abstract
This study introduced the application of high-throughput sequencing techniques to the investigation of microbial diversity in the field of plant quarantine. It examined the microbial diversity of wheat imported into China, and established a bioinformatics database of wheat pathogens based on high-throughput sequencing results. This study analyzed the nuclear ribosomal internal transcribed spacer (ITS) region of fungi through Illumina Miseq sequencing to investigate the fungal communities of both seeds and sieve-through. A total of 758,129 fungal ITS sequences were obtained from ten samples collected from five batches of wheat imported from the USA. These sequences were classified into 2 different phyla, 15 classes, 33 orders, 41 families, or 78 genera, suggesting a high fungal diversity across samples. Apairwise analysis revealed that the diversity of the fungal community in the sieve-through is significantly higher than those in the seeds. Taxonomic analysis showed that at the class level, Dothideomycetes dominated in the seeds and Sordariomycetes dominated in the sieve-through. In all, this study revealed the fungal community composition in the seeds and sieve-through of the wheat, and identified key differences in the fungal community between the seeds and sieve-through.
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Affiliation(s)
- Yaqian Shi
- Shenzhen Entry-Exit Inspection and Quarantine Bureau, Shenzhen, China
- * E-mail:
| | - Yinghui Cheng
- Shenzhen Entry-Exit Inspection and Quarantine Bureau, Shenzhen, China
- Shenzhen Key Laboratory of Inspection Research & Development of Alien Pests, Shenzhen Scientific Academy of Inspection and Quarantine, Shenzhen, China
- Kunming University of Science and Technology, Kunming, China
| | - Ying Wang
- Shenzhen Entry-Exit Inspection and Quarantine Bureau, Shenzhen, China
- Shenzhen Key Laboratory of Inspection Research & Development of Alien Pests, Shenzhen Scientific Academy of Inspection and Quarantine, Shenzhen, China
| | - Guiming Zhang
- Shenzhen Entry-Exit Inspection and Quarantine Bureau, Shenzhen, China
- Shenzhen Key Laboratory of Inspection Research & Development of Alien Pests, Shenzhen Scientific Academy of Inspection and Quarantine, Shenzhen, China
| | - Ruifang Gao
- Shenzhen Entry-Exit Inspection and Quarantine Bureau, Shenzhen, China
- Shenzhen Key Laboratory of Inspection Research & Development of Alien Pests, Shenzhen Scientific Academy of Inspection and Quarantine, Shenzhen, China
| | - Caiyu Xiang
- Shenzhen Entry-Exit Inspection and Quarantine Bureau, Shenzhen, China
- Shenzhen Key Laboratory of Inspection Research & Development of Alien Pests, Shenzhen Scientific Academy of Inspection and Quarantine, Shenzhen, China
| | - Jianjun Feng
- Shenzhen Entry-Exit Inspection and Quarantine Bureau, Shenzhen, China
- Shenzhen Key Laboratory of Inspection Research & Development of Alien Pests, Shenzhen Scientific Academy of Inspection and Quarantine, Shenzhen, China
| | - Dingfeng Lou
- Shenzhen Entry-Exit Inspection and Quarantine Bureau, Shenzhen, China
- Shenzhen Key Laboratory of Inspection Research & Development of Alien Pests, Shenzhen Scientific Academy of Inspection and Quarantine, Shenzhen, China
| | - Ying Liu
- Shenzhen Entry-Exit Inspection and Quarantine Bureau, Shenzhen, China
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16
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Giles CD, Brown LK, Adu MO, Mezeli MM, Sandral GA, Simpson RJ, Wendler R, Shand CA, Menezes-Blackburn D, Darch T, Stutter MI, Lumsdon DG, Zhang H, Blackwell MSA, Wearing C, Cooper P, Haygarth PM, George TS. Response-based selection of barley cultivars and legume species for complementarity: Root morphology and exudation in relation to nutrient source. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2017; 255:12-28. [PMID: 28131338 DOI: 10.1016/j.plantsci.2016.11.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Revised: 09/26/2016] [Accepted: 11/04/2016] [Indexed: 05/18/2023]
Abstract
Phosphorus (P) and nitrogen (N) use efficiency may be improved through increased biodiversity in agroecosystems. Phenotypic variation in plants' response to nutrient deficiency may influence positive complementarity in intercropping systems. A multicomponent screening approach was used to assess the influence of P supply and N source on the phenotypic plasticity of nutrient foraging traits in barley (H. vulgare L.) and legume species. Root morphology and exudation were determined in six plant nutrient treatments. A clear divergence in the response of barley and legumes to the nutrient treatments was observed. Root morphology varied most among legumes, whereas exudate citrate and phytase activity were most variable in barley. Changes in root morphology were minimized in plants provided with ammonium in comparison to nitrate but increased under P deficiency. Exudate phytase activity and pH varied with legume species, whereas citrate efflux, specific root length, and root diameter lengths were more variable among barley cultivars. Three legume species and four barley cultivars were identified as the most responsive to P deficiency and the most contrasting of the cultivars and species tested. Phenotypic response to nutrient availability may be a promising approach for the selection of plant combinations for minimal input cropping systems.
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Affiliation(s)
- Courtney D Giles
- James Hutton Institute, The James Hutton Institute, Aberdeen, AB15 8QH and Dundee, DD2 5DA, Scotland, UK.
| | - Lawrie K Brown
- James Hutton Institute, The James Hutton Institute, Aberdeen, AB15 8QH and Dundee, DD2 5DA, Scotland, UK
| | - Michael O Adu
- James Hutton Institute, The James Hutton Institute, Aberdeen, AB15 8QH and Dundee, DD2 5DA, Scotland, UK
| | - Malika M Mezeli
- James Hutton Institute, The James Hutton Institute, Aberdeen, AB15 8QH and Dundee, DD2 5DA, Scotland, UK
| | | | | | - Renate Wendler
- James Hutton Institute, The James Hutton Institute, Aberdeen, AB15 8QH and Dundee, DD2 5DA, Scotland, UK
| | - Charles A Shand
- James Hutton Institute, The James Hutton Institute, Aberdeen, AB15 8QH and Dundee, DD2 5DA, Scotland, UK
| | | | - Tegan Darch
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - Marc I Stutter
- James Hutton Institute, The James Hutton Institute, Aberdeen, AB15 8QH and Dundee, DD2 5DA, Scotland, UK
| | - David G Lumsdon
- James Hutton Institute, The James Hutton Institute, Aberdeen, AB15 8QH and Dundee, DD2 5DA, Scotland, UK
| | - Hao Zhang
- Lancaster University, Lancaster Environment Centre, Lancaster, LA1 4YQ, UK
| | | | - Catherine Wearing
- Lancaster University, Lancaster Environment Centre, Lancaster, LA1 4YQ, UK
| | - Patricia Cooper
- James Hutton Institute, The James Hutton Institute, Aberdeen, AB15 8QH and Dundee, DD2 5DA, Scotland, UK
| | - Philip M Haygarth
- Lancaster University, Lancaster Environment Centre, Lancaster, LA1 4YQ, UK
| | - Timothy S George
- James Hutton Institute, The James Hutton Institute, Aberdeen, AB15 8QH and Dundee, DD2 5DA, Scotland, UK
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