TY - GEN
T1 - Neural network modelling for dissolved oxygen effects in extensive litopenaeus vannamei culture
AU - Carbajal-Hernández, José Juan
AU - Sánchez-Fernández, Luis Pastor
N1 - Publisher Copyright:
© Springer International Publishing AG 2017.
PY - 2017
Y1 - 2017
N2 - Shrimp aquaculture is an important activity currently practiced worldwide. Dissolved oxygen can be lethal in organisms when low concentrations are present in an extensive cultured pond. According to this, a new computational model for dissolved oxygen assessment using artificial neural networks is proposed. Measurements from environmental parameters related with dissolved oxygen were used, classifying those negative situations that can affect the environmental stability of the ecosystem. As a result, an indicator concerning the good or bad water quality condition is obtained. Finally, comparisons against models reported in literature show the good performance of the proposed model.
AB - Shrimp aquaculture is an important activity currently practiced worldwide. Dissolved oxygen can be lethal in organisms when low concentrations are present in an extensive cultured pond. According to this, a new computational model for dissolved oxygen assessment using artificial neural networks is proposed. Measurements from environmental parameters related with dissolved oxygen were used, classifying those negative situations that can affect the environmental stability of the ecosystem. As a result, an indicator concerning the good or bad water quality condition is obtained. Finally, comparisons against models reported in literature show the good performance of the proposed model.
KW - Aquaculture
KW - Dissolved oxygen
KW - Neural networks
KW - Shrimp
UR - http://www.scopus.com/inward/record.url?scp=85028465198&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-62428-0_10
DO - 10.1007/978-3-319-62428-0_10
M3 - Contribución a la conferencia
SN - 9783319624273
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 132
EP - 140
BT - Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Proceedings
A2 - Pichardo-Lagunas, Obdulia
A2 - Miranda-Jimenez, Sabino
PB - Springer Verlag
T2 - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016
Y2 - 23 October 2016 through 28 October 2016
ER -