TY - JOUR
T1 - Climate Change and Management Impacts on Soybean N Fixation, Soil N Mineralization, N2O Emissions, and Seed Yield
AU - Elli, Elvis F.
AU - Ciampitti, Ignacio A.
AU - Castellano, Michael J.
AU - Purcell, Larry C.
AU - Naeve, Seth
AU - Grassini, Patricio
AU - La Menza, Nicolas C.
AU - Moro Rosso, Luiz
AU - de Borja Reis, André F.
AU - Kovács, Péter
AU - Archontoulis, Sotirios V.
N1 - Funding Information:
This work was mainly funded by the United Soybean Board (2020-152-0104), Environmental Defense Fund, FFAR (#534264; improving the simulation of soil moisture and crop yields in the United States Corn Belt), the Plant Sciences Institute of Iowa State University, Iowa Soybean Association and USDA Hatch project (IOW10480), the South Dakota Soybean Research and Promotional Council.
Publisher Copyright:
Copyright © 2022 Elli, Ciampitti, Castellano, Purcell, Naeve, Grassini, La Menza, Moro Rosso, de Borja Reis, Kovács and Archontoulis.
PY - 2022/4/27
Y1 - 2022/4/27
N2 - Limited knowledge about how nitrogen (N) dynamics are affected by climate change, weather variability, and crop management is a major barrier to improving the productivity and environmental performance of soybean-based cropping systems. To fill this knowledge gap, we created a systems understanding of agroecosystem N dynamics and quantified the impact of controllable (management) and uncontrollable (weather, climate) factors on N fluxes and soybean yields. We performed a simulation experiment across 10 soybean production environments in the United States using the Agricultural Production Systems sIMulator (APSIM) model and future climate projections from five global circulation models. Climate change (2020–2080) increased N mineralization (24%) and N2O emissions (19%) but decreased N fixation (32%), seed N (20%), and yields (19%). Soil and crop management practices altered N fluxes at a similar magnitude as climate change but in many different directions, revealing opportunities to improve soybean systems’ performance. Among many practices explored, we identified two solutions with great potential: improved residue management (short-term) and water management (long-term). Inter-annual weather variability and management practices affected soybean yield less than N fluxes, which creates opportunities to manage N fluxes without compromising yields, especially in regions with adequate to excess soil moisture. This work provides actionable results (tradeoffs, synergies, directions) to inform decision-making for adapting crop management in a changing climate to improve soybean production systems.
AB - Limited knowledge about how nitrogen (N) dynamics are affected by climate change, weather variability, and crop management is a major barrier to improving the productivity and environmental performance of soybean-based cropping systems. To fill this knowledge gap, we created a systems understanding of agroecosystem N dynamics and quantified the impact of controllable (management) and uncontrollable (weather, climate) factors on N fluxes and soybean yields. We performed a simulation experiment across 10 soybean production environments in the United States using the Agricultural Production Systems sIMulator (APSIM) model and future climate projections from five global circulation models. Climate change (2020–2080) increased N mineralization (24%) and N2O emissions (19%) but decreased N fixation (32%), seed N (20%), and yields (19%). Soil and crop management practices altered N fluxes at a similar magnitude as climate change but in many different directions, revealing opportunities to improve soybean systems’ performance. Among many practices explored, we identified two solutions with great potential: improved residue management (short-term) and water management (long-term). Inter-annual weather variability and management practices affected soybean yield less than N fluxes, which creates opportunities to manage N fluxes without compromising yields, especially in regions with adequate to excess soil moisture. This work provides actionable results (tradeoffs, synergies, directions) to inform decision-making for adapting crop management in a changing climate to improve soybean production systems.
KW - APSIM
KW - N balance
KW - NO emissions
KW - biological N fixation
KW - climate change
KW - soil N mineralization
KW - soybean yield
KW - weather variability
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U2 - 10.3389/fpls.2022.849896
DO - 10.3389/fpls.2022.849896
M3 - Article
C2 - 35574134
AN - SCOPUS:85130154350
SN - 1664-462X
VL - 13
JO - Frontiers in Plant Science
JF - Frontiers in Plant Science
M1 - 849896
ER -