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Nkebiwe PM, Stevens Lekfeldt JD, Symanczik S, Thonar C, Mäder P, Bar-Tal A, Halpern M, Biró B, Bradáčová K, Caniullan PC, Choudhary KK, Cozzolino V, Di Stasio E, Dobczinski S, Geistlinger J, Lüthi A, Gómez-Muñoz B, Kandeler E, Kolberg F, Kotroczó Z, Kulhanek M, Mercl F, Tamir G, Moradtalab N, Piccolo A, Maggio A, Nassal D, Szalai MZ, Juhos K, Fora CG, Florea A, Poşta G, Lauer KF, Toth B, Tlustoš P, Mpanga IK, Weber N, Weinmann M, Yermiyahu U, Magid J, Müller T, Neumann G, Ludewig U, de Neergaard A. Effectiveness of bio-effectors on maize, wheat and tomato performance and phosphorus acquisition from greenhouse to field scales in Europe and Israel: a meta-analysis. Front Plant Sci 2024; 15:1333249. [PMID: 38628362 PMCID: PMC11020074 DOI: 10.3389/fpls.2024.1333249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Accepted: 03/11/2024] [Indexed: 04/19/2024]
Abstract
Biostimulants (Bio-effectors, BEs) comprise plant growth-promoting microorganisms and active natural substances that promote plant nutrient-acquisition, stress resilience, growth, crop quality and yield. Unfortunately, the effectiveness of BEs, particularly under field conditions, appears highly variable and poorly quantified. Using random model meta-analyses tools, we summarize the effects of 107 BE treatments on the performance of major crops, mainly conducted within the EU-funded project BIOFECTOR with a focus on phosphorus (P) nutrition, over five years. Our analyses comprised 94 controlled pot and 47 field experiments under different geoclimatic conditions, with variable stress levels across European countries and Israel. The results show an average growth/yield increase by 9.3% (n=945), with substantial differences between crops (tomato > maize > wheat) and growth conditions (controlled nursery + field (Seed germination and nursery under controlled conditions and young plants transplanted to the field) > controlled > field). Average crop growth responses were independent of BE type, P fertilizer type, soil pH and plant-available soil P (water-P, Olsen-P or Calcium acetate lactate-P). BE effectiveness profited from manure and other organic fertilizers, increasing soil pH and presence of abiotic stresses (cold, drought/heat or salinity). Systematic meta-studies based on published literature commonly face the inherent problem of publication bias where the most suspected form is the selective publication of statistically significant results. In this meta-analysis, however, the results obtained from all experiments within the project are included. Therefore, it is free of publication bias. In contrast to reviews of published literature, our unique study design is based on a common standardized protocol which applies to all experiments conducted within the project to reduce sources of variability. Based on data of crop growth, yield and P acquisition, we conclude that application of BEs can save fertilizer resources in the future, but the efficiency of BE application depends on cropping systems and environments.
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Affiliation(s)
- Peteh Mehdi Nkebiwe
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
| | - Jonas D. Stevens Lekfeldt
- Faculty of Science, Department of Plant and Environmental Sciences, University of Copenhagen, Frederiksberg C, Denmark
| | - Sarah Symanczik
- Department of Soil Sciences, Research Institute of Organic Agriculture FiBL, Frick, Switzerland
| | - Cécile Thonar
- Department of Soil Sciences, Research Institute of Organic Agriculture FiBL, Frick, Switzerland
| | - Paul Mäder
- Department of Soil Sciences, Research Institute of Organic Agriculture FiBL, Frick, Switzerland
| | - Asher Bar-Tal
- Institute of Plant Sciences, Agricultural Research Organization (ARO), Rishon LeZion, Israel
| | - Moshe Halpern
- Institute of Plant Sciences, Agricultural Research Organization (ARO), Rishon LeZion, Israel
- Gilat Research Center, Agricultural Research Organization, Gilat, Israel
| | - Borbala Biró
- Department of Agro-Environmental Studies, Hungarian University of Agriculture and Life Sciences, Budapest, Hungary
| | - Klára Bradáčová
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
| | - Pedro C. Caniullan
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
| | - Krishna K. Choudhary
- Institute of Plant Sciences, Agricultural Research Organization (ARO), Rishon LeZion, Israel
| | - Vincenza Cozzolino
- Centro Interdipartimentale di Ricerca sulla Risonanza Magnetica Nucleare per l’Ambiente, l’Agro-Alimentare ed i Nuovi Materiali (CERMANU), Università di Napoli Federico II, Portici, Italy
| | - Emilio Di Stasio
- Department of Agricultural Sciences, University of Napoli Federico II, Portici, Italy
| | - Stefan Dobczinski
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
| | - Joerg Geistlinger
- Institute of Bioanalytical Sciences, Anhalt University of Applied Sciences, Bernburg, Germany
| | - Angelika Lüthi
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
| | - Beatriz Gómez-Muñoz
- Faculty of Science, Department of Plant and Environmental Sciences, University of Copenhagen, Frederiksberg C, Denmark
| | - Ellen Kandeler
- Institute of Soil Science and Land Evaluation, Soil Biology Department, University of Hohenheim, Stuttgart, Germany
| | - Flora Kolberg
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
| | - Zsolt Kotroczó
- Department of Agro-Environmental Studies, Hungarian University of Agriculture and Life Sciences, Budapest, Hungary
| | - Martin Kulhanek
- Department of Agro-Environmental Chemistry and Plant Nutrition, Czech University of Life Sciences in Prague, Suchdol, Czechia
| | - Filip Mercl
- Department of Agro-Environmental Chemistry and Plant Nutrition, Czech University of Life Sciences in Prague, Suchdol, Czechia
| | - Guy Tamir
- Institute of Plant Sciences, Agricultural Research Organization (ARO), Rishon LeZion, Israel
- Gilat Research Center, Agricultural Research Organization, Gilat, Israel
| | - Narges Moradtalab
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
| | - Alessandro Piccolo
- Centro Interdipartimentale di Ricerca sulla Risonanza Magnetica Nucleare per l’Ambiente, l’Agro-Alimentare ed i Nuovi Materiali (CERMANU), Università di Napoli Federico II, Portici, Italy
| | - Albino Maggio
- Department of Agricultural Sciences, University of Napoli Federico II, Portici, Italy
| | - Dinah Nassal
- Institute of Soil Science and Land Evaluation, Soil Biology Department, University of Hohenheim, Stuttgart, Germany
| | - Magdolna Zita Szalai
- Department of Agro-Environmental Studies, Hungarian University of Agriculture and Life Sciences, Budapest, Hungary
| | - Katalin Juhos
- Department of Agro-Environmental Studies, Hungarian University of Agriculture and Life Sciences, Budapest, Hungary
| | - Ciprian G. Fora
- Department of Horticulture, Banat’s University of Agricultural Sciences and Veterinary Medicine “King Michael I of Romania”, Timișoara, Romania
| | - Andreea Florea
- Department of Horticulture, Banat’s University of Agricultural Sciences and Veterinary Medicine “King Michael I of Romania”, Timișoara, Romania
| | - Gheorghe Poşta
- Department of Horticulture, Banat’s University of Agricultural Sciences and Veterinary Medicine “King Michael I of Romania”, Timișoara, Romania
| | - Karl Fritz Lauer
- Department of Horticulture, Banat’s University of Agricultural Sciences and Veterinary Medicine “King Michael I of Romania”, Timișoara, Romania
| | - Brigitta Toth
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
- Institute of Food Science, Faculty of Agricultural and Food Sciences and Agricultural Management, University of Debrecen, Debrecen, Hungary
| | - Pavel Tlustoš
- Department of Agro-Environmental Chemistry and Plant Nutrition, Czech University of Life Sciences in Prague, Suchdol, Czechia
| | - Isaac K. Mpanga
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
| | - Nino Weber
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
| | - Markus Weinmann
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
| | - Uri Yermiyahu
- Gilat Research Center, Agricultural Research Organization, Gilat, Israel
| | - Jakob Magid
- Faculty of Science, Department of Plant and Environmental Sciences, University of Copenhagen, Frederiksberg C, Denmark
| | - Torsten Müller
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
| | - Günter Neumann
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
| | - Uwe Ludewig
- Institute of Crop Science, Departments of Nutritional Crop Physiology and Fertilization and Soil Matter Dynamics, University of Hohenheim, Stuttgart, Germany
| | - Andreas de Neergaard
- Faculty of Science, Department of Plant and Environmental Sciences, University of Copenhagen, Frederiksberg C, Denmark
- Roskilde University, Roskilde, Denmark
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Massuela DC, Munz S, Hartung J, Nkebiwe PM, Graeff-Hönninger S. Cannabis Hunger Games: nutrient stress induction in flowering stage - impact of organic and mineral fertilizer levels on biomass, cannabidiol (CBD) yield and nutrient use efficiency. Front Plant Sci 2023; 14:1233232. [PMID: 37794933 PMCID: PMC10547009 DOI: 10.3389/fpls.2023.1233232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 08/11/2023] [Indexed: 10/06/2023]
Abstract
Indoor medicinal cannabis cultivation systems enable year-round cultivation and better control of growing factors, however, such systems are energy and resource intensive. Nutrient deprivation during flowering can trigger nutrient translocation and modulate the production of cannabinoids, which might increase agronomic nutrient use efficiency, and thus, a more sustainable use of fertilizers. This experiment compares two fertilizer types (mineral and organic) applied in three dilutions (80, 160 and 240 mg N L-1) to evaluate the effect of nutrient deprivation during flowering on biomass, Cannabidiol (CBD) yield and nutrient use efficiency of N, P and K. This is the first study showing the potential to reduce fertilizer input while maintaining CBD yield of medicinal cannabis. Under nutrient stress, inflorescence yield was significantly lower at the final harvest, however, this was compensated by a higher CBD concentration, resulting in 95% of CBD yield using one-third less fertilizer. The higher nutrient use efficiency of N, P, and K in nutrient-deprived plants was achieved by a larger mobilization and translocation of nutrients increasing the utilization efficiency of acquired nutrients. The agronomic nutrient use efficiency of CBD yield - for N and K - increased 34% for the organic fertilizers and 72% for the mineral fertilizers comparing the dilution with one-third less nutrients (160) with the highest nutrient concentration (240). Differences in CBD yield between fertilizer types occurred only at the final harvest indicating limitations in nutrient uptake due to nutrient forms in the organic fertilizer. Our results showed a lower acquisition and utilization efficiency for the organic fertilizer, proposing the necessity to improve either the timing of bio-availability of organic fertilizers or the use of soil amendments.
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Affiliation(s)
| | - Sebastian Munz
- Agronomy, Institute of Crop Science, University of Hohenheim, Stuttgart, Germany
| | - Jens Hartung
- Biostatistics, Institute of Crop Science, University of Hohenheim, Stuttgart, Germany
| | - Peteh Mehdi Nkebiwe
- Department of Fertilization and Soil Matter Dynamics, Institute of Crop Science, University of Hohenheim, Stuttgart, Germany
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Gong H, Guo Y, Wu J, Wu H, Nkebiwe PM, Pu Z, Feng G, Jiao X. Synergies in sustainable phosphorus use and greenhouse gas emissions mitigation in China: Perspectives from the entire supply chain from fertilizer production to agricultural use. Sci Total Environ 2022; 838:155997. [PMID: 35588830 DOI: 10.1016/j.scitotenv.2022.155997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 04/28/2022] [Accepted: 05/12/2022] [Indexed: 06/15/2023]
Abstract
Synergies to achieve high phosphorus (P) use efficiency (PUE) and mitigate greenhouse gas (GHG) emissions are critical for developing strategies aimed toward agricultural green development. However, the potential effects of such synergies in the entire P supply chain through optimizing P management in crop production are poorly understood. In this study, a partial life cycle of a GHG emissions model was developed to quantify the P-related GHG emissions in the entire P supply chain in China. Our results showed that 16.3 kg CO2-equivalent (CO2-eq) was produced from the entire P supply chain per unit of P used for grain agriculture (maize, rice, and wheat). P-related GHG emissions in China increased more than five-fold from 1980 (7.2 Tg CO2-eq) to 2018 (44.9 Tg CO2-eq). GHG emissions were found to be strongly associated with the intensity of grain production in China, and they varied considerably across production regions owing to the differences in the P fertilizer production efficiency. Mineral P fertilizer use in crop production was the primary source of P-related GHG emissions. The results suggest that sustainable P management by matching mineral P fertilizer rates and fertilizer types with crop needs can mitigate GHG emissions by 10.8-27.7 Tg (24.0-65.1%). Moreover, this can improve PUE and reduce mineral P input by 0.7-1.4 Tg (24.0-46.0%). These findings highlight that potential synergies between high PUE and low P-related GHG emissions can be achieved via sustainable P management, thereby enhancing green agricultural development in China and other regions worldwide.
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Affiliation(s)
- Haiqing Gong
- National Academy of Agriculture Green Development, Department of Plant Nutrition, College of Resources and Environmental Sciences, China Agricultural University, 100193 Beijing, China
| | - Yu Guo
- National Academy of Agriculture Green Development, Department of Plant Nutrition, College of Resources and Environmental Sciences, China Agricultural University, 100193 Beijing, China
| | - Jiechen Wu
- Department of Sustainable Development, Environmental Science and Engineering (SEED), KTH Royal Institute of Technology, SE-100 44 Stockholm, Sweden
| | - Huijun Wu
- School of Earth and Environment, Anhui University of Science and Technology, 232001 Huainan, China
| | - Peteh Mehdi Nkebiwe
- Department of Fertilization and Soil Matter Dynamics, Institute of Crop Science, University of Hohenheim, 70599 Stuttgart, Germany
| | - Zhengxian Pu
- Yunnan Yuntianhua Co., Ltd., 650228, Yunnan, China
| | - Gu Feng
- National Academy of Agriculture Green Development, Department of Plant Nutrition, College of Resources and Environmental Sciences, China Agricultural University, 100193 Beijing, China
| | - Xiaoqiang Jiao
- National Academy of Agriculture Green Development, Department of Plant Nutrition, College of Resources and Environmental Sciences, China Agricultural University, 100193 Beijing, China.
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Gong H, Xiang Y, Wu J, Nkebiwe PM, Feng G, Jiao X, Zhang F. Using knowledge-based management for sustainable phosphorus use in China. Sci Total Environ 2022; 814:152739. [PMID: 34974004 DOI: 10.1016/j.scitotenv.2021.152739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 12/04/2021] [Accepted: 12/23/2021] [Indexed: 06/14/2023]
Abstract
Sustainable phosphorus (P) management presents challenges in crop production and environmental protection; the current understanding of chemical P-fertilizer manufacturing, rock phosphate (RP) mining, P loss within supply chains, and strategies to mitigate loss is incomplete because of a fragmented understanding of P in the crop production supply chain. Therefore, we develop a knowledge-based management theoretical framework to analyze P supply chains to explore ways to mitigate China's P crisis. This framework connects upstream P industries and crop production, addressing knowledge gaps and stakeholder involvement. We demonstrate the potential to improve P use efficiency in the supply chain, thereby mitigating the P crisis using optimized P management. Our results showed that P footprint and grain production demand for RP can be reduced without yield penalty using a crop-demand-oriented P supply chain management that integrates P use in crop production, P-fertilizer manufacturing, and RP mining. Food security and P-related environment sustainability can be achieved by sharing responsibility and knowledge among stakeholders.
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Affiliation(s)
- Haiqing Gong
- National Academy of Agriculture Green Development, Department of Plant Nutrition, China Agricultural University, 100193 Beijing, China
| | - Yue Xiang
- National Academy of Agriculture Green Development, Department of Plant Nutrition, China Agricultural University, 100193 Beijing, China
| | - Jiechen Wu
- Department of Sustainable Development, Environmental Science and Engineering (SEED), KTH Royal Institute of Technology, SE-100 44 Stockholm, Sweden
| | - Peteh Mehdi Nkebiwe
- Department of Fertilization and Soil Matter Dynamics, Institute of Crop Science, University of Hohenheim, 70599 Stuttgart, Germany
| | - Gu Feng
- National Academy of Agriculture Green Development, Department of Plant Nutrition, China Agricultural University, 100193 Beijing, China
| | - Xiaoqiang Jiao
- National Academy of Agriculture Green Development, Department of Plant Nutrition, China Agricultural University, 100193 Beijing, China.
| | - Fusuo Zhang
- National Academy of Agriculture Green Development, Department of Plant Nutrition, China Agricultural University, 100193 Beijing, China
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Herrmann MN, Wang Y, Hartung J, Hartmann T, Zhang W, Nkebiwe PM, Chen X, Müller T, Yang H. A Global Network Meta-Analysis of the Promotion of Crop Growth, Yield, and Quality by Bioeffectors. Front Plant Sci 2022; 13:816438. [PMID: 35300013 PMCID: PMC8921507 DOI: 10.3389/fpls.2022.816438] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 01/31/2022] [Indexed: 05/05/2023]
Abstract
Bioeffector (BE) application is emerging as a strategy for achieving sustainable agricultural practices worldwide. However, the effect of BE on crop growth and quality is still controversial and there is still no adequate impact assessment that determines factors on the efficiency of BE application. Therefore, we carried out a network metaanalysis on the effect of BEs using 1,791 global observations from 186 studies to summarize influencing factors and the impact of BEs on crop growth, quality, and nutrient contents. The results show that BEs did not only improve plant growth by around 25% and yield by 30%, but also enhanced crop quality, e.g., protein (55% increase) and soluble solids content (75% increase) as well as aboveground nitrogen (N) and phosphate (P) content by 28 and 40%, respectively. The comparisons among BE types demonstrated that especially non-microbial products, such as extracts and humic/amino acids, have the potential to increase biomass growth by 40-60% and aboveground P content by 54-110%. The soil pH strongly influenced the efficiency of the applied BE with the highest effects in acidic soils. Our results showed that BEs are most suitable for promoting the quality of legumes and increasing the yield of fruits, herbs, and legumes. We illustrate that it is crucial to optimize the application of BEs with respect to the right application time and technique (e.g., placement, foliar). Our results provide an important basis for future research on the mechanisms underlying crop improvement by the application of BEs and on the development of new BE products.
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Affiliation(s)
- Michelle Natalie Herrmann
- College of Resources and Environment, Academy of Agricultural Sciences, Southwest University, Chongqing, China
- Institute of Crop Science, University of Hohenheim, Stuttgart, Germany
| | - Yuan Wang
- College of Resources and Environment, Academy of Agricultural Sciences, Southwest University, Chongqing, China
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin, Southwest University, Chongqing, China
| | - Jens Hartung
- Institute of Crop Science, University of Hohenheim, Stuttgart, Germany
| | - Tobias Hartmann
- Institute of Crop Science, University of Hohenheim, Stuttgart, Germany
- Crop Production, Landwirtschaftskammer des Saarlandes, Bexbach, Germany
| | - Wei Zhang
- College of Resources and Environment, Academy of Agricultural Sciences, Southwest University, Chongqing, China
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin, Southwest University, Chongqing, China
| | | | - Xinping Chen
- College of Resources and Environment, Academy of Agricultural Sciences, Southwest University, Chongqing, China
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin, Southwest University, Chongqing, China
| | - Torsten Müller
- Institute of Crop Science, University of Hohenheim, Stuttgart, Germany
| | - Huaiyu Yang
- College of Resources and Environment, Academy of Agricultural Sciences, Southwest University, Chongqing, China
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin, Southwest University, Chongqing, China
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