Identificación de tipos de deslizamientos en la zona de acantilados entre Ancón y Anconcito, Santa Elena, Ecuador
Resumen
En las costas ecuatorianas, son frecuentes los deslizamientos que se presentan en acantilados que corresponden a una inestabilidad mantenida por las características mecánicas de suelos y rocas en la que se presentan discontinuidades, planos de falla que son activadas por las precipitaciones o erosión costera; por este motivo esta investigación estuvo enfocada en identificar los diferentes tipos de deslizamientos que se encuentran en las zonas de acantilados costeros de Ancón y Anconcito en la provincia de Santa Elena, este estudio se llevó a cabo mediante vuelos fotogramétricos con tecnología UAV, realizado por tres vuelos en la zona de estudio. Se encontró que el sector de estudio corresponde a una costa rocosa de tipo inclinada, en donde se hallaron deslizamientos de masas (suelos) y deslizamientos de rocas, tales como: rotacionales, flujos de tierra, cárcavas de erosión, caída de bloques, socavamientos, roturas planares y roturas en cuña. Los resultados identificados en las zonas estudiadas resaltan la importancia en conocer cuan susceptibles son a diferentes tipos de movimientos debido a la alta erosión costera por incidencia del oleaje y otros factores, por otro lado, se debe realizar investigaciones que denoten cuanto es el retroceso costero (m/año) producido por deslizamientos en estas zonas.
Texto completo:
PDFReferencias
Abbruzzese, J. M., & Labiouse, V. (2020). New Cadanav Methodology for Rock Fall Hazard Zoning Based on 3D Trajectory Modelling. Geosciences (Switzerland), 10(11), 1–25.
Abellán, A. J., Vilaplana, M., Calvet, J., García-Sellés, D., & Asensio, E. (2011). Rockfall Monitoring by Terrestrial Laser Scanning - Case Study of the Basaltic Rock Face at Castellfollit de La Roca (Catalonia, Spain). Natural Hazards and Earth System Science, 11(3), 829–41.
Abellán, A., Vilaplana, J. M., & Martínez, J. (2006). Application of a Long-Range Terrestrial Laser Scanner to a Detailed Rockfall Study at Vall de Núria (Eastern Pyrenees, Spain). Engineering Geology, 88(3–4), 136–48.
Agüero, E., Montilla, A., & Valero, G. (2018). Medición de Puntos GPS Por El Método Estático Con Equipo Diferencial. Una Experiencia Didáctica En El Instituto Pedagógico de Maturín. Tecné Episteme y Didaxis: TED, (43), 137–53.
Almaguer, Y., & Guardado, R. (2006). Tipologia de movimientos de masas desarrolladas en el territorio de Moa, Cuba. Mineria Y Geología, 22(1), 1–17.
Azañón, J., & Mateos R. (2005). Los Movimientos de Ladera En La Sierra de Tramuntana de La Isla de Mallorca: Tipos, Características y Factores Condicionantes. Revista de La Sociedad Geológica de España, 18(1), 89–99.
Azuz-Adeath, I., Rodríguez-Cardózo, L., & H. Alonso-Peinado. (2020). Ecosistemas Costeros Complejos. Gobernanza y Manejo de Las Costas y Mares Ante La Incertidumbre Una Guía Para Tomadores de Decisiones, (7), 517–30.
Ballantyne, C. (1986). Landslides and Slope Failures in Scotland: A Review. Scottish Geographical Magazine, 102(3), 134–50.
Barbasiewicz, A., Widerski, T., & Daliga, K. (2018). The Analysis of the Accuracy of Spatial Models Using Photogrammetric Software: Agisoft Photoscan and Pix4D. E3S Web of Conferences, 26.
Barnhart, K. R., Anderson, R., Overeem, I., Wobus, C., Clow, G., & Urban, F. (2014). Modeling Erosion of Ice-Rich Permafrost Bluffs along the Alaskan Beaufort Sea Coast. Journal of Geophysical Research: Earth Surface, 119(5), 1155–79.
Belova, N. G., Novikova, A., Günther, F., & Shabanova, N. (2020). Spatiotemporal Variability of Coastal Retreat Rates at Western Yamal Peninsula, Russia, Based on Remotely Sensed Data. Journal of Coastal Research, 95(1), 367–71.
Bernatchez, P., Boucher-Brossard, G., Maude, C. C., & Barnett, R. (2021). Long-Term Evolution and Monitoring at High Temporal Resolution of a Rapidly Retreating Cliff in a Cold Temperate Climate Affected by Cryogenic Processes, North Shore of the St. Lawrence Gulf, Quebec (Canada). Journal of Marine Science and Engineering, 9(12).
Bernatchez, P., & Dubois, J. M. (2004). A Review of Coastal Erosion Dynamics on Laurentian Maritime Quebec Coasts. Geographie Physique et Quaternaire, 58(1), 45–71.
Bezerra, M, M., Moura, D., Ferreira, O., & Taborda, R. (2011). Influence of Wave Action and Lithology on Sea Cliff Mass Movements in Central Algarve Coast, Portugal. Journal of Coastal Research, 27(6), 162–71.
Brambati, A. (2004). Coastal Zone Problems and Management: A Brief Review. Chemistry and Ecology, 20(1), 37–41.
Bruno, M. F., Motta, G., Barbanente, A., & Damiani, L. (2021). Understanding the Cognitive Components of Coastal Risk Assessment. Journal of Marine Science and Engineering, 9(7).
Calista, M., Mascioli, F., Menna, V., Miccadei, E., & Piacentini, T. (2019). Recent Geomorphological Evolution and 3d Numerical Modelling of Soft Clastic Rock Cliffs in the Mid-Western Adriatic Sea (Abruzzo, Italy). Geosciences (Switzerland), 9(7).
Castedo, R., Murphy, W., Lawrence, J., & Paredes, C. (2012). A New Process-Response Coastal Recession Model of Soft Rock Cliffs. Geomorphology, 177–178.
Cienciała, A., Sobura, Z., & Sobolewska-Mikulska, K. (2022). Optimising Land Consolidation by Implementing UAV Technology. Sustainability, 14, 4412.
Clemente, J. (2019). Análisis de Dinámicas Gravitacionales En Zonas Del Acantilado Costero Del Geoparke de La Costa Vasca En Zumaia (Gipuzkoa). Universidad del país Vasco.
Coca-Domínguez, O., & Ricaurte-Villota, C. (2019). Validation of the Hazard and Vulnerability Analysis of Coastal Erosion in the Caribbean and Pacific Coast of Colombia. Journal of Marine Science and Engineering, 7(8).
Conforti, M., Muto, F., Rago, V., & Critelli, S. (2014). Landslide Inventory Map of North-Eastern Calabria (South Italy). Journal of Maps, 10(1), 90–102.
Correa-Muños, N. A., & Cerón-Calderón, L. A., (2018). Precision and Accuracy of the Static Gnss Method for Surveying Networks Used in Civil Engineering. Ingenieria e Investigacion, 38(1), 52–59.
Costa, S., Maquaire, O., Letortu, P., Thirard, G., Compain, V., Roulland, T., Medjkane, M., Davidson, R., Graff, K., Lissak, C., Delacourt, C., Duguet, T., Fauchard, C., & Antoine, A. (2019). Sedimentary Coastal Cliffs of Normandy : Modalities and Quantification of Retreat. Journal of Coastal Research, 88, 46–60.
Crozier, M. J. (2010). Landslide Geomorphology: An Argument for Recognition, with Examples from New Zealand. Geomorphology, 120(1–2), 3–15.
Crucil, G., Zhang, H., Pauly, K., & Van Oost, K. (2022). A Semi-Empirical Anisotropy Correction Model for UAS-Based Multispectral Images of Bare Soil. Remote Sensing, 14(3), 1–15.
Cruden, D. M., & Varnes, D. J. (1996). Chapter 3 Landslide Types and Processes. Landslides: Investigation and Mitigation, Transportation Research Board Special Report 247, Washington D.C. (Bell 1992), 36–75.
Cuervas-Mons, J., Domínguez-Cuesta M. J., Mateos, F., Barra, A., Monserrat, O., Valenzuela, P., & Jiménez-Sánchez, M., (2021). Sentinel-1 Data Processing for Detecting and Monitoring of Ground Instabilities in the Rocky Coast of Central Asturias (N Spain). Remote Sensing, 13(16), 1–21.
De la Peña, J., & Sánchez, J. (2018). Respuesta de La Costa a Las Variaciones Del Nivel Del Mar : Efecto Sobre Las Playas En España. Ingeniería Civil, 191, 74–85.
Del Río, L., & Gracia, J. (2014). Análisis de La Vulnerabilidad de Los Acantilados Atlánticos de La Provincia de Cádiz Ante La Erosión Costera. Revista C & G, 21(1), 87–101.
Devoto, S., Hastewell, L., Prampolini, M., & Furlani, S. (2021). Dataset of Gravity-Induced Landforms and Sinkholes of the Northeast Coast of Malta (Central Mediterranean Sea). Data, 6(8), 1–16.
Dickson, M. E., & Perry, G. (2016). Identifying the Controls on Coastal Cliff Landslides Using Machine-Learning Approaches. Environmental Modelling and Software, 76, 117–27.
Dong, P., & Guzzetti, F. (2005). Frequency-Size Statistics of Coastal Soft-Cliff Erosion. Journal of Waterway, Port, Coastal, and Ocean Engineering, 131(1), 37–42.
Emery, K. O., & Kuhn., G. (1982). Sea Cliffs: Their Processes, Profiles, and Classification. Geological Society of America Bulletin, 93(7), 644–54.
Evelpidou, N., Petropoulos, A., Karkani, A., & Saitis, I. (2021). Evidence of Coastal Changes in the West Coast of Naxos Island, Cyclades, Greece. Journal of Marine Science and Engineering, 9(12).
Fanti, R., Gigli, G., Lombardi, L., Tapete, D., & Canuti, P. (2013). Terrestrial Laser Scanning for Rockfall Stability Analysis in the Cultural Heritage Site of Pitigliano (Italy). Landslides, 10(4), 409–20.
Fucks, E., Schnack, E., Scalise, A., Ahrendt, K., Vafeidis, N., & Sterr, H. (2015). Procesos Modeladores En Los Acantilados de Las Grutas, Provincia de Río Negro. Revista de Geología Aplicada a La Ingeniería y Al Ambiente, (34), 57–73.
Furlani, S., Vaccher, V., Macovaz, V., & Devoto, S. (2020). A Cost-Effective Method to Reproduce the Morphology of the Nearshore and Intertidal Zone in Microtidal Environments. Remote Sensing, 12(11).
Ghanavati, E., Shah-Hosseini, M., & Marriner, N. (2021). Analysis of the Makran Coastline of Iran’s Vulnerability to Global Sea-Level Rise. Journal of Marine Science and Engineering, 9(8).
Gómez-Gutiérrez, Á., & Gonçalves, G. (2020). Surveying Coastal Cliffs Using Two UAV Platforms (Multirotor and Fixed-Wing) and Three Different Approaches for the Estimation of Volumetric Changes. International Journal of Remote Sensing, 41(21).
Gómez-Pazo, A., & Pérez-Alberti, A. (2021). The Use of Uavs for the Characterization and Analysis of Rocky Coasts. Drones 5(1), 1–18.
Gómez, D. (2019). Cálculo de Cuencas Hidrográficas Mediante Mallas Irregulares. Universidad Politécnica de Madrid.
González, R., Ucán, J., Sánchez, I., Medina R., Árcega F., Zetina, C., and Casares, R. (2019). Civil Y Geociencias, 44(6).
Guerrero, J., Gutiérrez, F., Carbonel, D., Bonachea, J., Garcia-Ruiz, J., Galve, J., & Lucha, P. (2012). 1:5000 Landslide Map of the Upper Gállego Valley(Central Spanish Pyrenees). Journal of Maps, 8(4), 84–91.
Hapke, C. J. (2005). Estimation of Regional Material Yield from Coastal Landslides Based on Historical Digital Terrain Modelling. Earth Surface Processes and Landforms, 30(6), 79–97.
Haque, U., Da Silva, P., Devoli, G., Pilz, J., Zhao, B., Khaloua, A., Wilopo, W., Andersen, P., Lu, P., Lee, J., Yamamoto, T., Keellings, D., Jian-Hong, W., & Glass, G. (2019). The Human Cost of Global Warming: Deadly Landslides and Their Triggers (1995–2014), Science of the Total Environment, 682, 73–84.
Kennedy, D. M., Stephenson, W. J., & Naylor, L. A. (2014). Introduction to the Rock Coasts of the World. Geological Society Memoir, 40(1), 1–5.
Kline, S. W., Adams, P. N., & Limber, P. W. (2014). The Unsteady Nature of Sea Cliff Retreat Due to Mechanical Abrasion, Failure and Comminution Feedbacks. Geomorphology, 219, 53–67.
Kyprioti, A. P., Adeli, E., Taflanidis, A. A., Westerink, J. J., & Tolman, H. (2021). Probabilistic Storm Surge Estimation for Landfalling Hurricanes: Advancements in Computational Efficiency Using Quasi-Monte Carlo Techniques. Journal of Marine Science and Engineering, 9(12).
Laín, R., Oyanguren, P., & Alejano, L. (2004). Mecánica de Rocas: Fundamentos e Ingeniería de Taludes: Rotura Plana Y Rotura En Cuña, 86–90.
Lemke, L., & Miller, J. (2021). Role of Storm Erosion Potential and Beach Morphology in Controlling Dune Erosion. Journal of Marine Science and Engineering, 9(12).
León, P. (2021). Funciones de Vulnerabilidad Para Barreras Rígidas Tipo Voladizo de Concreto Reforzado, Ante Amenaza Por Caídas de Roca. Escuela Colombiana de Ingeniería Julio Garavito.
Lim, M., Rosser, N., Petley, D., & Keen, M. (2011). Quantifying the Controls and Influence of Tide and Wave Impacts on Coastal Rock Cliff Erosion. Journal of Coastal Research, 27(1), 46–56.
López, M., & Vidal C. (2012). Paisaje Patrimonial y Riesgo Ambiental. Reocupación Cultural y Turística Del Espacio Postminero En Lota, Chile. Revista de Geografia Norte Grande, 165(52), 145–165.
López, P., Qüense, J., Henríquez, C., & Martínez, C. (2021). Applicability of Spatial Prediction Models for Landslide Susceptibility in Land-Use Zoning Instruments: A Guideline in a Coastal Settlement in South-Central Chile. Geocarto International, 1–20.
Louisor, J., Rohmer, J., Bulteau, T., Boulahya, F., Pedreros, R., Maspataud, A., & Mugica, J. (2021). Deriving the 100-Year Total Water Level around the Coast of Corsica by Combining Trivariate Extreme Value Analysis and Coastal Hydrodynamic Models. Journal of Marine Science and Engineering, 9(12).
Lu, Z., & Kim, J. (2021). A Framework for Studying Hydrology-Driven Landslide Hazards in Northwestern US Using Satellite InSAR, Precipitation and Soil Moisture Observations: Early Results and Future Directions. GeoHazards, 2(2), 17–40.
Ma, D., Li, Y., Cai, J., Li, B., Liu, Y., & Chen, X. (2020). Real-Time Diagnosis of Island Landslides Based on GB-RAR. Journal of Marine Science and Engineering, 8(3), 1–16.
Matano, F., Pignalosa, A., Marino, E., Esposito, G., Caccavale, M. Caputo, T., Sacchi, M., Somma, R., Troise, C., & De Natale, G. (2015). Laser Scanning Application for Geostructural Analysis of Tuffaceous Coastal Cliffs: The Case of Punta Epitaffio, Pozzuoli Bay, Italy. European Journal of Remote Sensing, 48, 615–37.
Melis, M., Da Pelo, S., Erbì, I., Loche, M., Deiana, G., Demurtas, V., Alessio, M., Dessì, F., Funedda, A., Scaioni, M., & Scaringi, G. (2020). Thermal Remote Sensing from UAVs: A Review on Methods in Coastal Cliffs Prone to Landslides. Remote Sensing, 12(12), 1–29.
Merlotto, A., Ricardo, G., & Isla, F. (2017). Riesgo de Erosión Costera de La Provincia de Buenos Aires, Argentina. Anuario de Investigaciones, 7(2), 277–283.
Miccadei, E., Mascioli, F., Ricci, F., & Piacentini, T. (2019). Geomorphology of Soft Clastic Rock Coasts in the Mid-Western Adriatic Sea (Abruzzo, Italy). Geomorphology 324, 72–94.
Milheiro, P. (2007). Bayesian Statistical Methods for Modeling And. Coastal Engineeroing Journal, 49(1), 45–61.
Mineo, S., Pappalardo, G., Mangiameli, M., Campolo, S., & Mussumeci, G. (2018). Rockfall Analysis for Preliminary Hazard Assessment of the Cliff of Taormina Saracen Castle (Sicily). Sustainability (Switzerland), 10(2), 1–18.
Morante, Fernando., Carrión, P., Chávez, M. A., Aguilar, M., & Briones, J. (2019). Design of the Stabilization Solutions in the General Patrimonial Cemetery of Guayaquil, Ecuador. Proceedings of the LACCEI International Multi-Conference for Engineering, Education and Technology 2019, 24–26.
Moreno, L., Muñoz-Rosado, M. & Ramírez-Palma, R. (2019). Caracterización Mecánica De Suelos Del Perfil Costero Entre Ancón Y Anconcito. Ciencia UNEMI, 12(31), 13.
Moreno, L., Carrión, P., Deza, C., Muñoz, M., Grijalva-Endara, A., & Pincay, M. (2021). Modificación de La Línea de Costa a Nivel Mundial Coastline Modification at Worldwide. Manglar, 18(3), 317–328.
Mugnai, F., & Tucci, G. (2022). A Comparative Analysis of Unmanned Aircraft Systems in Low Altitude Photogrammetric Surveys. Remote Sensing, 14(3).
Nozal, F., & Montes, M. (2013). Geomorfología Del Dominio Público Marítimo-Terrestre En La Isla de Formentera. Geo-Temas, 15, 209–212.
Olympos, A., Chatzipavlis, A., Hasiotis, T., Monioudi, I., Manoutsoglou, E., & Velegrakis, A. (2021). Assessment of and Adaptation to Beach Erosion in Islands: An Integrated Approach. Journal of Marine Science and Engineering, 9(8).
Oniga, V., Breaban, A., Pfeifer, N., & Diac, M. (2022). 3D Modeling of Urban Area Based on Oblique UAS Images—An End-to-End Pipeline. Remote Sensing, 14(2).
Ordoqui, J., & Hernández, F. (2009). Caracterización Socioterritorial de Los Asentamientos Turísticos Balnearios Del Litoral Marítimo de La Provincia de Buenos Aires. Revista Universitaria de Geografía, 18, 105–140.
Pappalardo, G., Imposa, S., Mineo, S., & Grassi, S. (2016). Evaluation of the Stability of a Rock Cliff by Means of Geophysical and Geomechanical Surveys in a Cultural Heritage Site (South-Eastern Sicily). Italian Journal of Geosciences, 135(2), 308–323.
Paranunzio, R., Laio, F., Chiarle, M., Nigrelli, G., & Guzzetti, F. (2016). Climate Anomalies Associated with the Occurrence of Rockfalls at High-Elevation in the Italian Alps. Natural Hazards and Earth System Sciences, 16(9), 2085–2106.
Peruzzetto, M., Mangeney, A., Grandjean, G., Levy, C., Thiery, Y., Rohmer, J., & Lucas, A. (2020). Operational Estimation of Landslide Runout: Comparison of Empirical and Numerical Methods. Geosciences (Switzerland), 10(11), 1–35.
Pettinga, J. R. (1987). Ponui Landslide: A Deep-Seated Wedge Failure in Tertiary Weak-Rock Flysch, Southern Hawke’s Bay, New Zealand. New Zealand Journal of Geology and Geophysics, 30(4), 415–30.
Ramos-Galarza, C. (2020). Los Alcances de Una Investigación. CienciAmérica, 9(3), 1.
Rangel-Buitrago, N. G., & Posada-Posada, B. O. (2005). Geomorfología y Procesos Erosivos En La Costa Norte Del Departamento de Córdoba, Caribe Colombiano (Sector Paso Nuevo-Cristo Rey). Boletin de Investigaciones Marinas y Costeras, 34(895), 101–119.
Rangel-Buitrago, N., & Posada-Posada, B. O. (2013). Determinación de La Vulnerabilidad y El Riesgo Costero Mediante La Aplicación de Herramientas SIG y Métodos Multicriterio. Intropica, 8, 29–42.
Ricaurte, C., Santamaría, E., Coca, O., & Gonzalez, M. (2021). Determining Factors of the Hazard and Vulnerability By Coastal Erosion in Colombia. Revista Geográfica de Chile Terra Australis, 57(1), 129–139.
Rivera, O. (2020). Fotogrametría de Drones Para La Prevención de Deslizamientos de Tierra En La Ciudad de México. Reder, 4(2), 85.
Rivera, P., Rivera, J. E., Andrade, E., de la Garza, F., Castro, B., & Belmonte, F. (2014). Medicion de La Erosion En Carcavas Por Medio de Imagenes de Satelite. Terra Latinoamericana, 32(1), 13–21.
Roös, P. B., & Jones, D. (2015). Beyond Standard Practice: The Adaptation by Design Coastal Communities’ Workshop. Australian Journal of Maritime & Ocean Affairs, 7(1), 52–65.
Santamaría, J., & Sanz, T. (2011). Fundamentos De Fotogrametria.
Silveira, F., Lopes, C., Pinheiro, J., Pereira, H., & Dias, J. (2021). Coastal Floods Induced by Mean Sea Level Rise—Ecological and Socioeconomic Impacts on a Mesotidal Lagoon. Journal of Marine Science and Engineering, 9(12).
Sinitsyn, A. O., Guegan, E., Shabanova, N., Kokin, O., & Stanislav O. (2020). Fifty Four Years of Coastal Erosion and Hydrometeorological Parameters in the Varandey Region, Barents Sea. Coastal Engineering, 157, 103610.
Stephens, S. A., Paulik, R., Reeve, G., Wadhwa, S., Popovich, B., Shand, T. & Haughey, R. (2021). Future Changes in Built Environment Risk to Coastal Flooding, Permanent Inundation and Coastal Erosion Hazards. Journal of Marine Science and Engineering, 9(9).
Sunamura, T. (1993). Geomorphology of Rocky Coasts. Choice Reviews Online, 30(7), 3830–3843.
Sunamura, T. (2015). Rocky Coast Processes: With Special Reference to the Recession of Soft Rock Cliffs. 91(9), 481–500.
Troiani, F., Martino, S., Marmoni, G. M., Menichetti, M., Torre, D., Iacobucci, G., & Piacentini. D. (2020). Integrated Field Surveying and Land Surface Quantitative Analysis to Assess Landslide Proneness in the Conero Promontory Rocky Coast (Italy). Applied Sciences (Switzerland), 10(14).
Ubaidulloev, A., Kaiheng, H., Rustamov, M., & Kurbanova, M. (2021). Landslide Inventory along a National Highway Corridor in the Hissar-Allay Mountains, Central Tajikistan. GeoHazards, 2(3), 212–27.
Useros, J. (2013). El Cambio Climático: Sus Causas y Efectos Medioambientales. Real Academia de Medicina y Cirugía de Valladolid, 50, 71–98.
Varnes, D. (1978). Slope Movement Types and Processes. Special Report, 176, 11–33.
Violante, C. (2009). Rocky Coast: Geological Constraints for Hazard Assessment. Geological Society Special Publication, 322, 1–31.
Von Huene, R., Miller, J., & Dartnell, P. (2016). A Possible Transoceanic Tsunami Directed toward the U.S. West Coast from the Semidi Segment, Alaska Convergent Margin. Geochemistry, Geophysics, Geosystems, 17(3), 45–59.
Walkden, J. A., & Hall, J. 2005. A Predictive Mesoscale Model of the Erosion and Profile Development of Soft Rock Shores. Coastal Engineering, 52(6), 535–563.
Wu, S. Y., Yarnal, B., & Fisher, A. (2002). Vulnerability of Coastal Communities to Sea-Level Rise: A Case Study of Cape May County, New Jersey, USA. Climate Research, 22(3), 255–270.
Xiang, T., & Istrati, D. (2021). Assessment of Extreme Wave Impact on Coastal Decks with Different Geometries via the Arbitrary Lagrangian-Eulerian Method. Journal of Marine Science and Engineering, 9(12).
Young, A. P., & Ashford, S. (2008). Instability Investigation of Cantilevered Seacliffs. Earth Surface Processes and Landforms, 33, 1661–1677.
Zhang, L., Zhang, S., Liu, X., & Sun, Y. (2021). Characterizing the Effect of Water Content on Small-Strain Shear Modulus of Qiantang Silt. Journal of Marine Science and Engineering, 9(12).
DOI: http://dx.doi.org/10.17268/manglar.2022.031
Enlaces refback
- No hay ningún enlace refback.
Copyright (c) 2022 Lucrecia Cristina Moreno Alcivar

Este trabajo está licenciado bajo una Licencia Internacional Creative Commons 4.0 Atribución .

Dirección: Av. Universitaria s/n Pampa Grande - Tumbes - Ciudad Universitaria. Universidad Nacional de Tumbes, Tumbes, Perú.
ISSN: 2414-1046 (electrónico); 1816-7667 (impreso)
DOI: 10.17268/manglar
Contacto: revistamanglar@untumbes.edu.pe