TY - JOUR
T1 - Fertilization rate optimization model for potato crops to maximize yield while reducing polluting nitrogen emissions
AU - Diaz-Gonzalez, Freddy A.
AU - Vuelvas, Jose
AU - Vallejo, Victoria E.
AU - Patino, D.
N1 - Publisher Copyright:
© 2023 Elsevier B.V.
PY - 2023/11
Y1 - 2023/11
N2 - Sustainable agriculture plays a crucial role in addressing climate change and pollution. Farmers must strive to strike a balance between increasing production and reducing environmental impacts. In Colombia, the limited use of technology in agriculture often results in a lack of timely and accurate information for decision making, including determining nitrogen fertilizer rates. To address this, we present a fertilization rate optimization model for potato crops aimed at maximizing yield and minimizing nitrogen emissions to the environment for Colombian potato farmers. In a central region of Colombia, four crop zones were identified and their responses to different fertilizers were studied. The optimization model was structured with two main constraints: limiting the total polluting nitrogen emissions (nitrous oxide N2O, ammonia NH3, Runoff, leaching) from applied nitrogenous fertilizer, and limiting the economic investment associated with the cost of the fertilizers. The model allows for analysis of different scenarios. The results indicate that emissions can be reduced by 7.5% through the use of 70.28 fewer kilograms of fertilizer, with only a 0.35% decrease in the final benefit.
AB - Sustainable agriculture plays a crucial role in addressing climate change and pollution. Farmers must strive to strike a balance between increasing production and reducing environmental impacts. In Colombia, the limited use of technology in agriculture often results in a lack of timely and accurate information for decision making, including determining nitrogen fertilizer rates. To address this, we present a fertilization rate optimization model for potato crops aimed at maximizing yield and minimizing nitrogen emissions to the environment for Colombian potato farmers. In a central region of Colombia, four crop zones were identified and their responses to different fertilizers were studied. The optimization model was structured with two main constraints: limiting the total polluting nitrogen emissions (nitrous oxide N2O, ammonia NH3, Runoff, leaching) from applied nitrogenous fertilizer, and limiting the economic investment associated with the cost of the fertilizers. The model allows for analysis of different scenarios. The results indicate that emissions can be reduced by 7.5% through the use of 70.28 fewer kilograms of fertilizer, with only a 0.35% decrease in the final benefit.
KW - Nitrogen emission
KW - Nitrogen fertilization rates
KW - Nonlinear optimization
KW - Over fertilization
KW - Precision agriculture
UR - http://www.scopus.com/inward/record.url?scp=85171161645&partnerID=8YFLogxK
U2 - 10.1016/j.ecolmodel.2023.110498
DO - 10.1016/j.ecolmodel.2023.110498
M3 - Article
AN - SCOPUS:85171161645
SN - 0304-3800
VL - 485
JO - Ecological Modelling
JF - Ecological Modelling
M1 - 110498
ER -