Model of the trophic state of lagoons in high Andean zones of Peru, applying remote sensing and GIS

Descripción del Articulo

The use of remote sensing is one of the most important tools for the evaluation of environmental problems, which are caused by humans or by natural activities and even driven by climate change. The objective of this research was to develop a model to determine the trophic state of lagoons in high An...

Descripción completa

Detalles Bibliográficos
Autores: Guzman Vila, Vivian Anyela, Perez Farfan, Cecilia Jenyfer, Ysla Huaman, Melania Haydee, Cornejo Tueros, Jose Vladimir
Formato: tesis de grado
Fecha de Publicación:2025
Institución:Universidad Continental
Repositorio:CONTINENTAL-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.continental.edu.pe:20.500.12394/18031
Enlace del recurso:https://hdl.handle.net/20.500.12394/18031
https://doi.org/10.1007/978-3-031-63901-2_1
Nivel de acceso:acceso abierto
Materia:Teledetección
Remote sensing
Satélites artificiales
Artificial satellites
Contaminación del agua
Water pollution
Calidad del agua
Water quality
Espacio y tiempo
Space and time
https://purl.org/pe-repo/ocde/ford#2.07.00
id UCON_640941160311ad5b8e9a024bbd5d23f8
oai_identifier_str oai:repositorio.continental.edu.pe:20.500.12394/18031
network_acronym_str UCON
network_name_str CONTINENTAL-Institucional
repository_id_str 4517
dc.title.es_PE.fl_str_mv Model of the trophic state of lagoons in high Andean zones of Peru, applying remote sensing and GIS
dc.title.alternative.es_PE.fl_str_mv Modelo del estado trófico de lagunas en zonas Altoandinas de Perú, aplicando teledetección y SIG
title Model of the trophic state of lagoons in high Andean zones of Peru, applying remote sensing and GIS
spellingShingle Model of the trophic state of lagoons in high Andean zones of Peru, applying remote sensing and GIS
Guzman Vila, Vivian Anyela
Teledetección
Remote sensing
Satélites artificiales
Artificial satellites
Contaminación del agua
Water pollution
Calidad del agua
Water quality
Espacio y tiempo
Space and time
https://purl.org/pe-repo/ocde/ford#2.07.00
title_short Model of the trophic state of lagoons in high Andean zones of Peru, applying remote sensing and GIS
title_full Model of the trophic state of lagoons in high Andean zones of Peru, applying remote sensing and GIS
title_fullStr Model of the trophic state of lagoons in high Andean zones of Peru, applying remote sensing and GIS
title_full_unstemmed Model of the trophic state of lagoons in high Andean zones of Peru, applying remote sensing and GIS
title_sort Model of the trophic state of lagoons in high Andean zones of Peru, applying remote sensing and GIS
author Guzman Vila, Vivian Anyela
author_facet Guzman Vila, Vivian Anyela
Perez Farfan, Cecilia Jenyfer
Ysla Huaman, Melania Haydee
Cornejo Tueros, Jose Vladimir
author_role author
author2 Perez Farfan, Cecilia Jenyfer
Ysla Huaman, Melania Haydee
Cornejo Tueros, Jose Vladimir
author2_role author
author
author
dc.contributor.advisor.fl_str_mv Huari Huaman, Olga Primavera
dc.contributor.author.fl_str_mv Guzman Vila, Vivian Anyela
Perez Farfan, Cecilia Jenyfer
Ysla Huaman, Melania Haydee
Cornejo Tueros, Jose Vladimir
dc.subject.es_PE.fl_str_mv Teledetección
Remote sensing
Satélites artificiales
Artificial satellites
Contaminación del agua
Water pollution
Calidad del agua
Water quality
Espacio y tiempo
Space and time
topic Teledetección
Remote sensing
Satélites artificiales
Artificial satellites
Contaminación del agua
Water pollution
Calidad del agua
Water quality
Espacio y tiempo
Space and time
https://purl.org/pe-repo/ocde/ford#2.07.00
dc.subject.ocde.es_PE.fl_str_mv https://purl.org/pe-repo/ocde/ford#2.07.00
description The use of remote sensing is one of the most important tools for the evaluation of environmental problems, which are caused by humans or by natural activities and even driven by climate change. The objective of this research was to develop a model to determine the trophic state of lagoons in high Andean zones of Peru, based on remote sensing and GIS (Geographic information systems), in such a way that the estimation of the trophic state of these bodies of water can be determined without the need for a periodic or in situ sampling process. As a result, the model to determine the trophic state of the Paca and Ñahuimpuquio lagoon was obtained, it is TRIX = 5.943 - 0.000480B1 - 0.000695B2 + 0.00032B3 + 0.000811B4 - 0.000465B5, which is applicable to determine trophic state indexes during low levels, the model allows the elaboration of maps that facilitate the identification of zones with different eutrophication states, with the option of extracting for a given point the value of the evaluated parameter and its Cartesian coordinates. Finally, the proposed study can be adapted to other regions with similar characteristics; however, water quality monitoring data is required to validate a new model.
publishDate 2025
dc.date.accessioned.none.fl_str_mv 2025-09-24T15:19:36Z
dc.date.available.none.fl_str_mv 2025-09-24T15:19:36Z
dc.date.issued.fl_str_mv 2025
dc.type.es_PE.fl_str_mv info:eu-repo/semantics/bachelorThesis
dc.type.version.es_PE.fl_str_mv info:eu-repo/semantics/publishedVersion
format bachelorThesis
status_str publishedVersion
dc.identifier.citation.es_PE.fl_str_mv Guzman, V., Perez, C., Ysla, M., & Cornejo, J. (2025). Model of the trophic state of lagoons in high Andean zones of Peru, applying remote sensing and GIS [Tesis de licenciatura, Universidad Continental]. Repositorio Institucional Continental. https://repositorio.continental.edu.pe/handle/20.500.12394/18031
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12394/18031
dc.identifier.journal.es_PE.fl_str_mv Springer Nature Link
dc.identifier.doi.none.fl_str_mv https://doi.org/10.1007/978-3-031-63901-2_1
identifier_str_mv Guzman, V., Perez, C., Ysla, M., & Cornejo, J. (2025). Model of the trophic state of lagoons in high Andean zones of Peru, applying remote sensing and GIS [Tesis de licenciatura, Universidad Continental]. Repositorio Institucional Continental. https://repositorio.continental.edu.pe/handle/20.500.12394/18031
Springer Nature Link
url https://hdl.handle.net/20.500.12394/18031
https://doi.org/10.1007/978-3-031-63901-2_1
dc.language.iso.es_PE.fl_str_mv eng
language eng
dc.relation.es_PE.fl_str_mv https://link.springer.com/chapter/10.1007/978-3-031-63901-2_1
dc.relation.ispartof.fl_str_mv SUNEDU
dc.rights.es_PE.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.uri.es_PE.fl_str_mv https://creativecommons.org/licenses/by/4.0/
dc.rights.license.es_PE.fl_str_mv Attribution 4.0 International (CC BY 4.0)
dc.rights.accessRights.es_PE.fl_str_mv Acceso abierto
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0/
Attribution 4.0 International (CC BY 4.0)
Acceso abierto
dc.format.es_PE.fl_str_mv application/pdf
dc.format.extent.es_PE.fl_str_mv p. 3–13
dc.publisher.es_PE.fl_str_mv Universidad Continental
dc.publisher.country.es_PE.fl_str_mv PE
dc.source.es_PE.fl_str_mv Universidad Continental
Repositorio Institucional - Continental
dc.source.none.fl_str_mv reponame:CONTINENTAL-Institucional
instname:Universidad Continental
instacron:CONTINENTAL
instname_str Universidad Continental
instacron_str CONTINENTAL
institution CONTINENTAL
reponame_str CONTINENTAL-Institucional
collection CONTINENTAL-Institucional
bitstream.url.fl_str_mv https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/5/Informe_Turnitin.pdf.txt
https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/7/IV_FIN_107_Autorizaci%c3%b3n_2025.pdf.txt
https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/9/IV_FIN_107_TE_Guzman_Perez_Ysla_Cornejo_2025.pdf.txt
https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/3/IV_FIN_107_TE_Guzman_Perez_Ysla_Cornejo_2025.pdf
https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/11/IV_FIN_107_Autorizaci%c3%b3n_2025.pdf
https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/1/Informe_Turnitin.pdf
https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/4/license.txt
https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/6/Informe_Turnitin.pdf.jpg
https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/8/IV_FIN_107_Autorizaci%c3%b3n_2025.pdf.jpg
https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/10/IV_FIN_107_TE_Guzman_Perez_Ysla_Cornejo_2025.pdf.jpg
bitstream.checksum.fl_str_mv a9888ce542e2c0e30089d12baa2abc39
260bf428fc3c16deb80ae3326b0c24a6
baf7ee6992a5a8ed67d74defd59137dc
891e8b6e072266237677182f5b588c8d
63de4f12229d801f5570bee6e3535b06
eb8fbbee912cacd43a937fa7dbc76329
8a4605be74aa9ea9d79846c1fba20a33
9693c15368ceca1fb2d1c20444e9563b
6c1a476b3a5329d879f6073db8c4c493
683ce193ca85221d0ccd5a85f631bd74
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositorio Continental
repository.mail.fl_str_mv dspaceconti@continental.edu.pe
_version_ 1845700570903478272
spelling Huari Huaman, Olga PrimaveraGuzman Vila, Vivian AnyelaPerez Farfan, Cecilia JenyferYsla Huaman, Melania HaydeeCornejo Tueros, Jose Vladimir2025-09-24T15:19:36Z2025-09-24T15:19:36Z2025Guzman, V., Perez, C., Ysla, M., & Cornejo, J. (2025). Model of the trophic state of lagoons in high Andean zones of Peru, applying remote sensing and GIS [Tesis de licenciatura, Universidad Continental]. Repositorio Institucional Continental. https://repositorio.continental.edu.pe/handle/20.500.12394/18031https://hdl.handle.net/20.500.12394/18031Springer Nature Linkhttps://doi.org/10.1007/978-3-031-63901-2_1The use of remote sensing is one of the most important tools for the evaluation of environmental problems, which are caused by humans or by natural activities and even driven by climate change. The objective of this research was to develop a model to determine the trophic state of lagoons in high Andean zones of Peru, based on remote sensing and GIS (Geographic information systems), in such a way that the estimation of the trophic state of these bodies of water can be determined without the need for a periodic or in situ sampling process. As a result, the model to determine the trophic state of the Paca and Ñahuimpuquio lagoon was obtained, it is TRIX = 5.943 - 0.000480B1 - 0.000695B2 + 0.00032B3 + 0.000811B4 - 0.000465B5, which is applicable to determine trophic state indexes during low levels, the model allows the elaboration of maps that facilitate the identification of zones with different eutrophication states, with the option of extracting for a given point the value of the evaluated parameter and its Cartesian coordinates. Finally, the proposed study can be adapted to other regions with similar characteristics; however, water quality monitoring data is required to validate a new model.application/pdfp. 3–13engUniversidad ContinentalPEhttps://link.springer.com/chapter/10.1007/978-3-031-63901-2_1SUNEDUinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Attribution 4.0 International (CC BY 4.0)Acceso abiertoUniversidad ContinentalRepositorio Institucional - Continentalreponame:CONTINENTAL-Institucionalinstname:Universidad Continentalinstacron:CONTINENTALTeledetecciónRemote sensingSatélites artificialesArtificial satellitesContaminación del aguaWater pollutionCalidad del aguaWater qualityEspacio y tiempoSpace and timehttps://purl.org/pe-repo/ocde/ford#2.07.00Model of the trophic state of lagoons in high Andean zones of Peru, applying remote sensing and GISModelo del estado trófico de lagunas en zonas Altoandinas de Perú, aplicando teledetección y SIGinfo:eu-repo/semantics/bachelorThesisinfo:eu-repo/semantics/publishedVersionIngeniero AmbientalUniversidad Continental. Facultad de Ingeniería.Ingeniería AmbientalPregrado presencial regular76613084https://orcid.org/0009-0005-9068-243270345240771660347622194241588643521066https://purl.org/pe-repo/renati/level#tituloProfesionalhttps://purl.org/pe-repo/renati/type#tesisTEXTInforme_Turnitin.pdf.txtInforme_Turnitin.pdf.txtExtracted texttext/plain1659https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/5/Informe_Turnitin.pdf.txta9888ce542e2c0e30089d12baa2abc39MD55IV_FIN_107_Autorización_2025.pdf.txtIV_FIN_107_Autorización_2025.pdf.txtExtracted texttext/plain3802https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/7/IV_FIN_107_Autorizaci%c3%b3n_2025.pdf.txt260bf428fc3c16deb80ae3326b0c24a6MD57IV_FIN_107_TE_Guzman_Perez_Ysla_Cornejo_2025.pdf.txtIV_FIN_107_TE_Guzman_Perez_Ysla_Cornejo_2025.pdf.txtExtracted texttext/plain23341https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/9/IV_FIN_107_TE_Guzman_Perez_Ysla_Cornejo_2025.pdf.txtbaf7ee6992a5a8ed67d74defd59137dcMD59ORIGINALIV_FIN_107_TE_Guzman_Perez_Ysla_Cornejo_2025.pdfIV_FIN_107_TE_Guzman_Perez_Ysla_Cornejo_2025.pdfGuzman Vila, Vivian Anyela; Perez Farfan, Cecilia Jenyfer; Ysla Huaman, Melania Haydee; Cornejo Tueros, Jose Vladimirapplication/pdf1301288https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/3/IV_FIN_107_TE_Guzman_Perez_Ysla_Cornejo_2025.pdf891e8b6e072266237677182f5b588c8dMD53IV_FIN_107_Autorización_2025.pdfIV_FIN_107_Autorización_2025.pdfAutorizaciónapplication/pdf181545https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/11/IV_FIN_107_Autorizaci%c3%b3n_2025.pdf63de4f12229d801f5570bee6e3535b06MD511Informe_Turnitin.pdfInforme_Turnitin.pdfInforme de turnitinapplication/pdf3426869https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/1/Informe_Turnitin.pdfeb8fbbee912cacd43a937fa7dbc76329MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/4/license.txt8a4605be74aa9ea9d79846c1fba20a33MD54THUMBNAILInforme_Turnitin.pdf.jpgInforme_Turnitin.pdf.jpgGenerated Thumbnailimage/jpeg1641https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/6/Informe_Turnitin.pdf.jpg9693c15368ceca1fb2d1c20444e9563bMD56IV_FIN_107_Autorización_2025.pdf.jpgIV_FIN_107_Autorización_2025.pdf.jpgGenerated Thumbnailimage/jpeg4013https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/8/IV_FIN_107_Autorizaci%c3%b3n_2025.pdf.jpg6c1a476b3a5329d879f6073db8c4c493MD58IV_FIN_107_TE_Guzman_Perez_Ysla_Cornejo_2025.pdf.jpgIV_FIN_107_TE_Guzman_Perez_Ysla_Cornejo_2025.pdf.jpgGenerated Thumbnailimage/jpeg2621https://repositorio.continental.edu.pe/bitstream/20.500.12394/18031/10/IV_FIN_107_TE_Guzman_Perez_Ysla_Cornejo_2025.pdf.jpg683ce193ca85221d0ccd5a85f631bd74MD51020.500.12394/18031oai:repositorio.continental.edu.pe:20.500.12394/180312025-09-30 11:42:03.038Repositorio Continentaldspaceconti@continental.edu.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
score 13.361153
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).