Agroecological modeling of nitrogen and carbon transfers between decomposer micro-organisms, plant symbionts, soil and atmosphere in an intercropping system
•The 25% from N sequestration in nodules via symbiotic fixation was transferred to soil microorganisms.•The C allocations to root is increased for intercropped maize under P-deficiency conditions.•Minimizing of C loss through soil respiration contribute to improve C use efficiency by living microorg...
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description | •The 25% from N sequestration in nodules via symbiotic fixation was transferred to soil microorganisms.•The C allocations to root is increased for intercropped maize under P-deficiency conditions.•Minimizing of C loss through soil respiration contribute to improve C use efficiency by living microorganisms in intercropped plots.•Model calibration allows to link the N and C cycles to monitoring mechanisms, which control the agroecological functioning of micro-organisms in the agroecosystem.
The modeling of continuous transfers of carbon (C) and nitrogen (N) previously published in the literature has paid little attention to the functional role of micro-organisms. In general, only monoculture systems have been modeled. Furthermore, there have been few experiments under field conditions at farm scale, where clear evidence for the benefits of intercropping is lacking. This work focus on mechanistic modeling approaches based on the ecological functioning of the microbial biomass, to quantify the daily exchange of C and N between plant organs, micro-organisms, rhizobial symbionts, soil compartments and the atmosphere in an arable intercropping system. The MOMOS model was validated on C and N data collected from a common bean (Phaseolus vulgaris L. cv. El Djadida) and maize (Zea mays L. cv. Filou) intercropping system. The experiment was performed at two field sites that were chosen with farmers to represent both high and low soil P availability. The results show that all C and N exchanges were successfully predicted at 5% significance and that they depend on the phenological stage, especially the flowering stage. Increased C allocation from photosynthesis to roots contributed to increasing both grain yield and N grain for intercropped maize. C and N stocks in the common bean nodules were lower in intercropping than in monocultures, and this is associated with the decrease of total atmospheric nitrogen (N2) fixation by intercropped common beans, in particular with a high soil P. However, the rate of N2 fixation was higher in the intercrops than in the monoculture when the soil is P-deficient. Micro-organisms were responsible for most of the C losses from the soil to the atmosphere but intercropping significantly reduced the C losses by improving micro-organism C use efficiency. These results uncover the strong link between N and C stocks, confirming the robustness of the newly formulated MOMOS equations that are validated in this paper. This agroecological modelin |
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The modeling of continuous transfers of carbon (C) and nitrogen (N) previously published in the literature has paid little attention to the functional role of micro-organisms. In general, only monoculture systems have been modeled. Furthermore, there have been few experiments under field conditions at farm scale, where clear evidence for the benefits of intercropping is lacking. This work focus on mechanistic modeling approaches based on the ecological functioning of the microbial biomass, to quantify the daily exchange of C and N between plant organs, micro-organisms, rhizobial symbionts, soil compartments and the atmosphere in an arable intercropping system. The MOMOS model was validated on C and N data collected from a common bean (Phaseolus vulgaris L. cv. El Djadida) and maize (Zea mays L. cv. Filou) intercropping system. The experiment was performed at two field sites that were chosen with farmers to represent both high and low soil P availability. The results show that all C and N exchanges were successfully predicted at 5% significance and that they depend on the phenological stage, especially the flowering stage. Increased C allocation from photosynthesis to roots contributed to increasing both grain yield and N grain for intercropped maize. C and N stocks in the common bean nodules were lower in intercropping than in monocultures, and this is associated with the decrease of total atmospheric nitrogen (N2) fixation by intercropped common beans, in particular with a high soil P. However, the rate of N2 fixation was higher in the intercrops than in the monoculture when the soil is P-deficient. Micro-organisms were responsible for most of the C losses from the soil to the atmosphere but intercropping significantly reduced the C losses by improving micro-organism C use efficiency. These results uncover the strong link between N and C stocks, confirming the robustness of the newly formulated MOMOS equations that are validated in this paper. This agroecological modeling experiment demonstrated the functional role of microbial biomass, in both the growth of the intercrops crop and their symbiosis, improving the prediction of the daily C and N flows between plant organs, soil compartments and the atmosphere.</description><identifier>ISSN: 0304-3800</identifier><identifier>EISSN: 1872-7026</identifier><identifier>DOI: 10.1016/j.ecolmodel.2020.109390</identifier><language>eng</language><publisher>Elsevier B.V</publisher><subject>Agricultural sciences ; Continuous exchange ; Intercropping ; Life Sciences ; Mechanistic models ; Micro-organisms ; Plant symbionts ; Soil study</subject><ispartof>Ecological modelling, 2021-01, Vol.440, p.109390, Article 109390</ispartof><rights>2020 Elsevier B.V.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c349t-d8a4a953efa4d206183c3ee5dc05ff32c3f14d27efcfaa29d06f77f475e454b33</citedby><cites>FETCH-LOGICAL-c349t-d8a4a953efa4d206183c3ee5dc05ff32c3f14d27efcfaa29d06f77f475e454b33</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0304380020304543$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,776,780,881,3537,27903,27904,65309</link.rule.ids><backlink>$$Uhttps://hal.inrae.fr/hal-03100187$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Kherif, Omar</creatorcontrib><creatorcontrib>Keskes, Mohamed Islam</creatorcontrib><creatorcontrib>Pansu, Marc</creatorcontrib><creatorcontrib>Ouaret, Walid</creatorcontrib><creatorcontrib>Rebouh, Yacer-Nazih</creatorcontrib><creatorcontrib>Dokukin, Peter</creatorcontrib><creatorcontrib>Kucher, Dmitry</creatorcontrib><creatorcontrib>Latati, Mourad</creatorcontrib><title>Agroecological modeling of nitrogen and carbon transfers between decomposer micro-organisms, plant symbionts, soil and atmosphere in an intercropping system</title><title>Ecological modelling</title><description>•The 25% from N sequestration in nodules via symbiotic fixation was transferred to soil microorganisms.•The C allocations to root is increased for intercropped maize under P-deficiency conditions.•Minimizing of C loss through soil respiration contribute to improve C use efficiency by living microorganisms in intercropped plots.•Model calibration allows to link the N and C cycles to monitoring mechanisms, which control the agroecological functioning of micro-organisms in the agroecosystem.
The modeling of continuous transfers of carbon (C) and nitrogen (N) previously published in the literature has paid little attention to the functional role of micro-organisms. In general, only monoculture systems have been modeled. Furthermore, there have been few experiments under field conditions at farm scale, where clear evidence for the benefits of intercropping is lacking. This work focus on mechanistic modeling approaches based on the ecological functioning of the microbial biomass, to quantify the daily exchange of C and N between plant organs, micro-organisms, rhizobial symbionts, soil compartments and the atmosphere in an arable intercropping system. The MOMOS model was validated on C and N data collected from a common bean (Phaseolus vulgaris L. cv. El Djadida) and maize (Zea mays L. cv. Filou) intercropping system. The experiment was performed at two field sites that were chosen with farmers to represent both high and low soil P availability. The results show that all C and N exchanges were successfully predicted at 5% significance and that they depend on the phenological stage, especially the flowering stage. Increased C allocation from photosynthesis to roots contributed to increasing both grain yield and N grain for intercropped maize. C and N stocks in the common bean nodules were lower in intercropping than in monocultures, and this is associated with the decrease of total atmospheric nitrogen (N2) fixation by intercropped common beans, in particular with a high soil P. However, the rate of N2 fixation was higher in the intercrops than in the monoculture when the soil is P-deficient. Micro-organisms were responsible for most of the C losses from the soil to the atmosphere but intercropping significantly reduced the C losses by improving micro-organism C use efficiency. These results uncover the strong link between N and C stocks, confirming the robustness of the newly formulated MOMOS equations that are validated in this paper. This agroecological modeling experiment demonstrated the functional role of microbial biomass, in both the growth of the intercrops crop and their symbiosis, improving the prediction of the daily C and N flows between plant organs, soil compartments and the atmosphere.</description><subject>Agricultural sciences</subject><subject>Continuous exchange</subject><subject>Intercropping</subject><subject>Life Sciences</subject><subject>Mechanistic models</subject><subject>Micro-organisms</subject><subject>Plant symbionts</subject><subject>Soil study</subject><issn>0304-3800</issn><issn>1872-7026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqFkcFOJCEQhslmTZxVn0Gum9hjAd3T3ceJcdVkEi96JgwULZNu6ADRzLv4sEs7G697geSv-r8q-Am5ZrBmwDa3hzXqME7B4LjmwBe1Fz38ICvWtbxqgW9-khUIqCvRAZyTXykdAIDxjq_I53aIYQGEwWk10i-O8wMNlnqXYxjQU-UN1Srug6c5Kp8sxkT3mD-wFE1xT3NIGOnkdAxViIPyLk3phs6j8pmm47R3wecipODGL5zKU0jzG0akbhlQzoyx2Od5mZ6OKeN0Sc6sGhNe_bsvyOuf-5e7x2r3_PB0t91VWtR9rkynatU3Aq2qDYcN64QWiI3R0FgruBaWlUKLVluleG9gY9vW1m2DdVPvhbggv0_cNzXKObpJxaMMysnH7U4uGghWPqxr31npbU-9ZdeUItpvAwO5BCIP8jsQuQQiT4EU5_bkxPKUd4dRJu3QazQuos7SBPdfxl9ubJ1R</recordid><startdate>20210115</startdate><enddate>20210115</enddate><creator>Kherif, Omar</creator><creator>Keskes, Mohamed Islam</creator><creator>Pansu, Marc</creator><creator>Ouaret, Walid</creator><creator>Rebouh, Yacer-Nazih</creator><creator>Dokukin, Peter</creator><creator>Kucher, Dmitry</creator><creator>Latati, Mourad</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>AAYXX</scope><scope>CITATION</scope><scope>1XC</scope></search><sort><creationdate>20210115</creationdate><title>Agroecological modeling of nitrogen and carbon transfers between decomposer micro-organisms, plant symbionts, soil and atmosphere in an intercropping system</title><author>Kherif, Omar ; Keskes, Mohamed Islam ; Pansu, Marc ; Ouaret, Walid ; Rebouh, Yacer-Nazih ; Dokukin, Peter ; Kucher, Dmitry ; Latati, Mourad</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c349t-d8a4a953efa4d206183c3ee5dc05ff32c3f14d27efcfaa29d06f77f475e454b33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Agricultural sciences</topic><topic>Continuous exchange</topic><topic>Intercropping</topic><topic>Life Sciences</topic><topic>Mechanistic models</topic><topic>Micro-organisms</topic><topic>Plant symbionts</topic><topic>Soil study</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kherif, Omar</creatorcontrib><creatorcontrib>Keskes, Mohamed Islam</creatorcontrib><creatorcontrib>Pansu, Marc</creatorcontrib><creatorcontrib>Ouaret, Walid</creatorcontrib><creatorcontrib>Rebouh, Yacer-Nazih</creatorcontrib><creatorcontrib>Dokukin, Peter</creatorcontrib><creatorcontrib>Kucher, Dmitry</creatorcontrib><creatorcontrib>Latati, Mourad</creatorcontrib><collection>CrossRef</collection><collection>Hyper Article en Ligne (HAL)</collection><jtitle>Ecological modelling</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kherif, Omar</au><au>Keskes, Mohamed Islam</au><au>Pansu, Marc</au><au>Ouaret, Walid</au><au>Rebouh, Yacer-Nazih</au><au>Dokukin, Peter</au><au>Kucher, Dmitry</au><au>Latati, Mourad</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Agroecological modeling of nitrogen and carbon transfers between decomposer micro-organisms, plant symbionts, soil and atmosphere in an intercropping system</atitle><jtitle>Ecological modelling</jtitle><date>2021-01-15</date><risdate>2021</risdate><volume>440</volume><spage>109390</spage><pages>109390-</pages><artnum>109390</artnum><issn>0304-3800</issn><eissn>1872-7026</eissn><abstract>•The 25% from N sequestration in nodules via symbiotic fixation was transferred to soil microorganisms.•The C allocations to root is increased for intercropped maize under P-deficiency conditions.•Minimizing of C loss through soil respiration contribute to improve C use efficiency by living microorganisms in intercropped plots.•Model calibration allows to link the N and C cycles to monitoring mechanisms, which control the agroecological functioning of micro-organisms in the agroecosystem.
The modeling of continuous transfers of carbon (C) and nitrogen (N) previously published in the literature has paid little attention to the functional role of micro-organisms. In general, only monoculture systems have been modeled. Furthermore, there have been few experiments under field conditions at farm scale, where clear evidence for the benefits of intercropping is lacking. This work focus on mechanistic modeling approaches based on the ecological functioning of the microbial biomass, to quantify the daily exchange of C and N between plant organs, micro-organisms, rhizobial symbionts, soil compartments and the atmosphere in an arable intercropping system. The MOMOS model was validated on C and N data collected from a common bean (Phaseolus vulgaris L. cv. El Djadida) and maize (Zea mays L. cv. Filou) intercropping system. The experiment was performed at two field sites that were chosen with farmers to represent both high and low soil P availability. The results show that all C and N exchanges were successfully predicted at 5% significance and that they depend on the phenological stage, especially the flowering stage. Increased C allocation from photosynthesis to roots contributed to increasing both grain yield and N grain for intercropped maize. C and N stocks in the common bean nodules were lower in intercropping than in monocultures, and this is associated with the decrease of total atmospheric nitrogen (N2) fixation by intercropped common beans, in particular with a high soil P. However, the rate of N2 fixation was higher in the intercrops than in the monoculture when the soil is P-deficient. Micro-organisms were responsible for most of the C losses from the soil to the atmosphere but intercropping significantly reduced the C losses by improving micro-organism C use efficiency. These results uncover the strong link between N and C stocks, confirming the robustness of the newly formulated MOMOS equations that are validated in this paper. This agroecological modeling experiment demonstrated the functional role of microbial biomass, in both the growth of the intercrops crop and their symbiosis, improving the prediction of the daily C and N flows between plant organs, soil compartments and the atmosphere.</abstract><pub>Elsevier B.V</pub><doi>10.1016/j.ecolmodel.2020.109390</doi></addata></record> |
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subjects | Agricultural sciences Continuous exchange Intercropping Life Sciences Mechanistic models Micro-organisms Plant symbionts Soil study |
title | Agroecological modeling of nitrogen and carbon transfers between decomposer micro-organisms, plant symbionts, soil and atmosphere in an intercropping system |
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