Acuicultura e innovación basada en procesos de aprendizaje interactivo: Proyecto Pacu en Terenos, MS

Pache, Marcio Carneiro Brito; Bourlegat, Cleonice Alexandre Le; Dias, Jefferson Levy Espindola; Sant’Ana, Diego André; Pistori, Hemerson; Naka, Marco Hiroshi

Marcio Carneiro Brito Pache

Dom Bosco Catholic University (UCDB), Campo Grande, Mato Grosso do Sul, Brazil

Marcio Carneiro Brito Pache: PhD in Local Development from the Universidade Católica Dom Bosco (UCDB). Master in Electrical Engineering from the Universidade Federal of Mato Grosso do Sul (UFMS). Graduated in Computer Engineering from the Universidade para o Desenvolvimento do Estado e Região do Pantanal – Anhanguera Uniderp. EBTT Professor at the Insituto Federal de Educação, Ciência e Tecnologia de Mato Grosso do Sul, Aquidauana campus. E-mail: marciocbcb@gmail.com

https://orcid.org/0000-0002-2374-2926

Cleonice Alexandre Le Bourlegat

Dom Bosco Catholic University (UCDB), Campo Grande, Mato Grosso do Sul, Brazil

Cleonice Alexandre Le Bourlegat: PhD in Geography (Regional Development) from the São Paulo State University (UNESP), President Prudente. Master’s in Geography (Human-Urban Geography) from the University of São Paulo (USP). Graduated in Geography from the UNESP. Professor in the Local Development Program at the Dom Bosco Catholic University (UCDB). Coordinator in Brazil and lecturer at the Erasmus Mundus International Master in Sustainable Territorial Development. Researcher at the Research Network on Local Productive and Innovative Systems (RedeSist/UFRJ). Associate emeritus of the Historical and Geographical Institute of Mato Grosso do Sul. E-mail: clebourlegat@ucdb.br

https://orcid.org/0000-0003-0814-0334

Jefferson Levy Espindola Dias

Dom Bosco Catholic University (UCDB), Campo Grande, Mato Grosso do Sul, Brazil

Jefferson Levy Espindola Dias: PhD student in Local Development at the Universidade Católica Dom Bosco (UCDB). Sandwich Doctorate Project at the University of Saskatchewan (Canada) sponsored by CAPES/MEC. Master’s degree in Administration from RSM Erasmus University (Netherlands). Economist with specializations in Financial Administration, Digital Marketing and Management, and MBA in Finance and Controlling. University Professor in undergraduate and graduate courses in business management (on-site and distance learning) at UCDB. E-mail: jdias@jogodenegocios.com.br

https://orcid.org/0000-0002-7481-0108

Diego André Sant’Ana

Dom Bosco Catholic University (UCDB), Campo Grande, Mato Grosso do Sul, Brazil

Diego André Sant’Ana: PhD in Local Development from the Universidade Católica Dom Bosco (UCDB). Master in Local Development from the Universidade Católica Dom Bosco (UCDB). Postgraduate in Component Engineering using Java at UCDB, and Special Program of Pedagogical Training in Computing- equivalent to a bachelor’s degree from Claretiano. Graduated in Technology in Internet Systems by the Centro Universitário Anhanguera. EBTT Professor at the Instituto Federal de Educação, Ciência e Tecnologia de Mato Grosso do Sul (IFMS), Aquidauana campus. E-mail: diego.santana@ifms.edu.br

https://orcid.org/0000-0002-9209-9129

Hemerson Pistori

Dom Bosco Catholic University (UCDB), Campo Grande, Mato Grosso do Sul, Brazil

Hemerson Pistori: Post-doctorate from the University of Bristol, England. PhD in Electrical Engineering from the Universidade de São Paulo (USP). M.Sc. in Computer Science from the Universidade Estadual de Campinas (Unicamp). Graduated in Computer Science from Universidade Federal de Mato Grosso do Sul (UFMS). Professor at Universidade Católica Dom Bosco (UCDB). E-mail: pistori@ucdb.br

https://orcid.org/0000-0001-8181-760X

Marco Hiroshi Naka

Federal Institute of Education, Science and Technology of Mato Grosso do Sul (IFMS), Campo Grande, Mato Grosso do Sul, Brazil

Marco Hiroshi Naka: PhD in Mechanical Engineering (Biomechanics) from Kyoto University. MSc in Mechanical Engineering from the Universidade Federal do Rio de Janeiro. Graduated in Mechanical Engineering from Universidade Estadual Paulista Júlio de Mesquita Filho, Ilha Solteira. Professor of the Masters and PhD Programs in Biotechnology and in Local Development of the Universidade Católica Dom Bosco (UCDB), through technical cooperation IFMS-UCDB. Professor at the Instituto Federal de Mato Grosso do Sul (IFMS), in the area of Mechanics- Machine Elements. E-mail: marco.naka@ifms.edu.br

https://orcid.org/0000-0002-1440-8985

Sobre os autores:

Marcio Carneiro Brito Pache: PhD in Local Development from the Universidade Católica Dom Bosco (UCDB). Master in Electrical Engineering from the Universidade Federal of Mato Grosso do Sul (UFMS). Graduated in Computer Engineering from the Universidade para o Desenvolvimento do Estado e Região do Pantanal – Anhanguera Uniderp. EBTT Professor at the Insituto Federal de Educação, Ciência e Tecnologia de Mato Grosso do Sul, Aquidauana campus. E-mail: marciocbcb@gmail.com

Cleonice Alexandre Le Bourlegat: PhD in Geography (Regional Development) from the São Paulo State University (UNESP), President Prudente. Master’s in Geography (Human-Urban Geography) from the University of São Paulo (USP). Graduated in Geography from the UNESP. Professor in the Local Development Program at the Dom Bosco Catholic University (UCDB). Coordinator in Brazil and lecturer at the Erasmus Mundus International Master in Sustainable Territorial Development. Researcher at the Research Network on Local Productive and Innovative Systems (RedeSist/UFRJ). Associate emeritus of the Historical and Geographical Institute of Mato Grosso do Sul. E-mail: clebourlegat@ucdb.br

Jefferson Levy Espindola Dias: PhD student in Local Development at the Universidade Católica Dom Bosco (UCDB). Sandwich Doctorate Project at the University of Saskatchewan (Canada) sponsored by CAPES/MEC. Master’s degree in Administration from RSM Erasmus University (Netherlands). Economist with specializations in Financial Administration, Digital Marketing and Management, and MBA in Finance and Controlling. University Professor in undergraduate and graduate courses in business management (on-site and distance learning) at UCDB. E-mail: jdias@jogodenegocios.com.br

Diego André Sant’Ana: PhD in Local Development from the Universidade Católica Dom Bosco (UCDB). Master in Local Development from the Universidade Católica Dom Bosco (UCDB). Postgraduate in Component Engineering using Java at UCDB, and Special Program of Pedagogical Training in Computing- equivalent to a bachelor’s degree from Claretiano. Graduated in Technology in Internet Systems by the Centro Universitário Anhanguera. EBTT Professor at the Instituto Federal de Educação, Ciência e Tecnologia de Mato Grosso do Sul (IFMS), Aquidauana campus. E-mail: diego.santana@ifms.edu.br

Hemerson Pistori: Post-doctorate from the University of Bristol, England. PhD in Electrical Engineering from the Universidade de São Paulo (USP). M.Sc. in Computer Science from the Universidade Estadual de Campinas (Unicamp). Graduated in Computer Science from Universidade Federal de Mato Grosso do Sul (UFMS). Professor at Universidade Católica Dom Bosco (UCDB). E-mail: pistori@ucdb.br

Marco Hiroshi Naka: PhD in Mechanical Engineering (Biomechanics) from Kyoto University. MSc in Mechanical Engineering from the Universidade Federal do Rio de Janeiro. Graduated in Mechanical Engineering from Universidade Estadual Paulista Júlio de Mesquita Filho, Ilha Solteira. Professor of the Masters and PhD Programs in Biotechnology and in Local Development of the Universidade Católica Dom Bosco (UCDB), through technical cooperation IFMS-UCDB. Professor at the Instituto Federal de Mato Grosso do Sul (IFMS), in the area of Mechanics- Machine Elements. E-mail: marco.naka@ifms.edu.br

1 - Can you stipulate different moments in the conduction of this business since its creation? If yes, identify in the chart below the years that marked these moments, their characteristics, and observations that you think are interesting to point out about these moments.
Years	Characterization of the stage experienced by the business	Obs:

2 - Aquaculture in the Pacu Project, for having been a pioneer in the place and even in Brazil, must have required various forms of learning. First, write in the box below, at the beginning of the business, who did you use to incorporate specific knowledge related to aquaculture/pisciculture, such as research organizations and institutions, or contact with other producers (name them) or others (specify). On the other hand, put beside it how this learning happened, such as training courses, search for information in literature or in specialized institutions, partnership relations, research carried out in the enterprise, technical visits to other fish farms, participation in events in the sector, among others (specify):
Type of knowledge about	From whom you learned	How did you learn

3 - List below the partnerships you considered fundamental to the advancement of the business: 4 - Include in the chart below the types of specific competencies that the company has subsequently gained through contacts and partnerships related to precision aquaculture, including equipment that could provide more accurate information and decisions, to achieve a more efficient production system, with higher productivity and profitability:
Competencies on	From whom you learned	How did you learn

5 - Would you classify your business as precision aquaculture? ( ) yes ( ) no. Why? 6 - How have you been doing to find skilled labor or to train it? 7 - What has been the way to ensure environmental sustainability in the practice of aquaculture? 8 - What are the positive impacts of economic, social, among others, the Pacu Project already provides to Terenos? 9 - Besides the practices in precision aquaculture, what nature of innovation has been introduced at Santa Rosa Farm related to aquaculture? 10 - Are there future projects related to the Pacu Project? ( ) yes ( ) no. Can you tell us what it is about?

Technologicals Advances and Skills	Description
Larvae Production	On-demand production of larvae of the various native species, with safe and reliable packaging and transportation.
Species hybridization (genetic improvements)	The Pintado Real is an excellent hybrid species developed by the Pacu Project, with high commercialization potential.
Tanks and cages	Construction of tanks and cages for producers who want to start fish farming, providing all the necessary advice.
Earthwork and construction	It has a comprehensive operational structure of machinery and equipment that helps new producers who want to invest in fish farming. Besides mentoring, they have workshops for maintenance and repairs.
Self-cleaning filters, bio-filters (SBP), recirculation system (RAS)	They are equipment developed to assist in the management and raising of fingerlings. The self-cleaning filters assist in the removal of solid waste in expanding tank water; the single pass biofilters (SBP) increase water oxygenation; and the recirculation system (RAS) enables the farmer to save water.
Classifiers	It develops classifiers for fingerlings and juveniles that make it possible to separate them into different size classes.
Water Monitoring	Although they have them in books usually in English and Spanish, they have learned from the American technicians who arrived in 1998 onwards.
Fingerlings weight control	Evaluation and construction of the growth curve that makes it possible to follow the growth of the fish and verify whether it is within the expected size and weight or not.
Feed supply	In partnership with Nutron, they formulated the first fish feed in Brazil that did not exist at the time. In the beginning they did it because they had no one to buy it from. They used chicken feed.
Transportation and Packaging	All the technique came with Americans.
Fingerling traceability counting (*ALBUQUERQUE et al.,* 2019ALBUQUERQUE, P. L. F.; GARCIA, V.; OLIVEIRA JR., A. S.; LEWANDOWSKI, T; DETWEILER C.; GONÇALVES, A. B.; COSTA, C. S.; NAKA, M. H.; PISTORI, H. Automatic Live Fingerlings Counting Using Computer Vision. Computers and Electronics in Agriculture, [s.l.], v. 167, p. 105015, dez. 2019. [Elsevier BV]. doi: http://dx.doi.org/10.1016/j.compag.2019.105015 http://dx.doi.org/10.1016/j.compag.2019.... ; GARCIA et al. 2020GARCIA, V.; SANTANA, D. A.; ZANONI, V. A. G.; PACHE, M. C. B.; NAKA, M. H.; ALBUQUERQUE, P. L. F.; LEWANDOWSKI, T.; OLIVEIRA JUNIOR, A. S.; ROZALES, J. V. A.; FERREIRA, M. W.; QUEIROZ, E. Q. A.; ALMANZA, J. C. M.; PISTORI, H. A new image dataset for the evaluation of automatic fingerlings counting. Aquacultural Engineering, v. 89, n. 102064, 2020. Doi: https://doi.org/10.1016/j.aquaeng.2020.102064 https://doi.org/10.1016/j.aquaeng.2020.1... ) and weighing (OLIVEIRA JUNIOR et al., 2021OLIVEIRA JUNIOR, A. S.; SANTANA, D. A.; PACHE, M. C. B.; GARCIA, V.; WEBER, V. A. M.; ASTOLFI, G.; WEBER, F. L.; MENEZES, G. V.; MENEZES, G. K.; ALBUQUERQUE, P. L. F.; COSTA, C. S.; QUEIROZ, E. Q. A.; ROZALES, J. V. A.; FERREIRA, M. W.; NAKA, M. H.; PISTORI, H. Fingerlings mass estimation: A comparison between deep and shallow learning algorithms, Smart Agricultural Technology, Athens, v. 1, p. 100020, 2021. Doi: https://doi.org/10.1016/j.atech.2021.100020 https://doi.org/10.1016/j.atech.2021.100... ; PACHE et al., 2022**PACHE, M. C. B.; SANTANA, D. A.; REZENDE, F. P. C.; PORTO, J. V. A.; ROZALES, J. V. A.; WEBER, V. A. M.; OLIVEIRA JUNIOR, A. S.; GARCIA, V.; NAKA, M. H.; PISTORI, H. Non-intrusively estimating the live body biomass of Pintado Real® fingerlings: A feature selection approach, Ecological Informatics, Ontario, v. 68, n. 101509, 2022. Doi: https://doi.org/10.1016/j.ecoinf.2021.101509 https://doi.org/10.1016/j.ecoinf.2021.10... )	These are techniques that have been developed in partnerships with universities (UCDB and UFMS) and the Federal Institute of Mato Grosso do Sul (IFMS).

[1] Marcio Carneiro Brito Pache: PhD in Local Development from the Universidade Católica Dom Bosco (UCDB). Master in Electrical Engineering from the Universidade Federal of Mato Grosso do Sul (UFMS). Graduated in Computer Engineering from the Universidade para o Desenvolvimento do Estado e Região do Pantanal – Anhanguera Uniderp. EBTT Professor at the Insituto Federal de Educação, Ciência e Tecnologia de Mato Grosso do Sul, Aquidauana campus. E-mail: marciocbcb@gmail.com

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Acuicultura e innovación basada en procesos de aprendizaje interactivo: Proyecto Pacu en Terenos, MS

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