Mapping Potential Population-Level Pesticide Exposures in Ecuador Using a Modular and Scalable Geospatial Strategy

Human populations and ecosystems are extensively exposed to pesticides. Most nations lack the capacity to control pesticide contamination and have limited availability of pesticide use information. Ecuador is a country with intense pesticide use with high exposure risks to humans and the environment...

Full description

Autores:
Andrade-Rivas, Federico
Paul, Naman
Spiegel, Jerry
Henderson, Sarah B.
Parrott, Lael
Delgado-Ron, Jorge Andrés
Echeverri, Alejandra
van den Bosch, Matilda
Tipo de recurso:
Article of journal
Fecha de publicación:
2023
Institución:
Universidad El Bosque
Repositorio:
Repositorio U. El Bosque
Idioma:
eng
OAI Identifier:
oai:repositorio.unbosque.edu.co:20.500.12495/11251
Acceso en línea:
http://hdl.handle.net/20.500.12495/11251
https://doi.org/10.1029/2022GH000775
Palabra clave:
Productos agroquímicos
Ecosistema
Contaminación medioambiental
Plaguicidas
Salud de la población
Análisis espacial
Agrochemicals
Ecosystem
Environmental pollution
Pesticides
Population health
Spatial analysis
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
id UNBOSQUE2_0f0acfd57788f0c5639aee92d4e21cb2
oai_identifier_str oai:repositorio.unbosque.edu.co:20.500.12495/11251
network_acronym_str UNBOSQUE2
network_name_str Repositorio U. El Bosque
repository_id_str
dc.title.spa.fl_str_mv Mapping Potential Population-Level Pesticide Exposures in Ecuador Using a Modular and Scalable Geospatial Strategy
title Mapping Potential Population-Level Pesticide Exposures in Ecuador Using a Modular and Scalable Geospatial Strategy
spellingShingle Mapping Potential Population-Level Pesticide Exposures in Ecuador Using a Modular and Scalable Geospatial Strategy
Productos agroquímicos
Ecosistema
Contaminación medioambiental
Plaguicidas
Salud de la población
Análisis espacial
Agrochemicals
Ecosystem
Environmental pollution
Pesticides
Population health
Spatial analysis
title_short Mapping Potential Population-Level Pesticide Exposures in Ecuador Using a Modular and Scalable Geospatial Strategy
title_full Mapping Potential Population-Level Pesticide Exposures in Ecuador Using a Modular and Scalable Geospatial Strategy
title_fullStr Mapping Potential Population-Level Pesticide Exposures in Ecuador Using a Modular and Scalable Geospatial Strategy
title_full_unstemmed Mapping Potential Population-Level Pesticide Exposures in Ecuador Using a Modular and Scalable Geospatial Strategy
title_sort Mapping Potential Population-Level Pesticide Exposures in Ecuador Using a Modular and Scalable Geospatial Strategy
dc.creator.fl_str_mv Andrade-Rivas, Federico
Paul, Naman
Spiegel, Jerry
Henderson, Sarah B.
Parrott, Lael
Delgado-Ron, Jorge Andrés
Echeverri, Alejandra
van den Bosch, Matilda
dc.contributor.author.none.fl_str_mv Andrade-Rivas, Federico
Paul, Naman
Spiegel, Jerry
Henderson, Sarah B.
Parrott, Lael
Delgado-Ron, Jorge Andrés
Echeverri, Alejandra
van den Bosch, Matilda
dc.contributor.orcid.none.fl_str_mv Andrade-Rivas, Federico [0000-0002-0928-9424]
Spiegel, Jerry [0000-0002-4699-3082]
Echeverri, Alejandra [0000-0002-8821-0509]
van den Bosch, Matilda [0000-0003-1410-0099]
dc.subject.spa.fl_str_mv Productos agroquímicos
Ecosistema
Contaminación medioambiental
Plaguicidas
Salud de la población
Análisis espacial
topic Productos agroquímicos
Ecosistema
Contaminación medioambiental
Plaguicidas
Salud de la población
Análisis espacial
Agrochemicals
Ecosystem
Environmental pollution
Pesticides
Population health
Spatial analysis
dc.subject.keywords.spa.fl_str_mv Agrochemicals
Ecosystem
Environmental pollution
Pesticides
Population health
Spatial analysis
description Human populations and ecosystems are extensively exposed to pesticides. Most nations lack the capacity to control pesticide contamination and have limited availability of pesticide use information. Ecuador is a country with intense pesticide use with high exposure risks to humans and the environment, although relative or combined risks are not well understood. Here, we analyzed the distribution of application rates in Ecuador and identified regions of concern because of high potential exposure. We used a geospatial analysis to identify grid cells (∼8 km × 8 km) where the highest pesticide application rates and density of human populations overlap. Furthermore, we identified other regions of concern based on the number of amphibian species as an indicator of ecosystem integrity and the location of natural protected areas. We found that 28% of Ecuador's population dwelled in areas with high pesticide application rate. We identified an area of ∼512 km2 in the Amazon region where high application rates, large human settlements, and a high number of amphibian species overlapped. Additionally, we distinguished clusters of pesticide application rates and human populations that intersected with natural protected areas. Ecuador exemplifies how pesticides are disproportionately applied in areas with the potential to affect human health and ecosystems' integrity. Global estimates of population dwelling, pesticide application rates, and environmental factors are key in prioritizing locations to conduct further exposure assessments. The modular and scalable nature of the geospatial tools we developed can be expanded and adapted to other regions of the world where data on pesticide use are limited.
publishDate 2023
dc.date.accessioned.none.fl_str_mv 2023-08-03T17:28:29Z
dc.date.available.none.fl_str_mv 2023-08-03T17:28:29Z
dc.date.issued.none.fl_str_mv 2023
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.local.none.fl_str_mv Artículo de revista
dc.type.hasversion.none.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.coar.none.fl_str_mv http://purl.org/coar/resource_type/c_6501
dc.type.driver.none.fl_str_mv info:eu-repo/semantics/article
dc.type.coarversion.none.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
format http://purl.org/coar/resource_type/c_6501
status_str publishedVersion
dc.identifier.issn.none.fl_str_mv 2471-1403
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12495/11251
dc.identifier.doi.none.fl_str_mv https://doi.org/10.1029/2022GH000775
dc.identifier.instname.spa.fl_str_mv instname:Universidad El Bosque
dc.identifier.reponame.spa.fl_str_mv reponame:Repositorio Institucional Universidad El Bosque
dc.identifier.repourl.none.fl_str_mv repourl:https://repositorio.unbosque.edu.co
identifier_str_mv 2471-1403
instname:Universidad El Bosque
reponame:Repositorio Institucional Universidad El Bosque
repourl:https://repositorio.unbosque.edu.co
url http://hdl.handle.net/20.500.12495/11251
https://doi.org/10.1029/2022GH000775
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.ispartofseries.spa.fl_str_mv GeoHealth, 2471-1403, 7 (7), 2023
dc.relation.uri.none.fl_str_mv https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2022GH000775
dc.rights.*.fl_str_mv Atribución-NoComercial 4.0 Internacional
dc.rights.uri.*.fl_str_mv http://creativecommons.org/licenses/by-nc/4.0/
dc.rights.local.spa.fl_str_mv Acceso abierto
dc.rights.accessrights.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
http://creativecommons.org/licenses/by-nc/4.0/
Acceso abierto
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.none.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Wiley-Blackwell
dc.publisher.journal.spa.fl_str_mv GeoHealth
institution Universidad El Bosque
bitstream.url.fl_str_mv https://repositorio.unbosque.edu.co/bitstreams/0eac8b59-5d4f-4159-9c79-af041b29db27/download
https://repositorio.unbosque.edu.co/bitstreams/eb293dd7-5854-4ae0-9337-53c4ba73db09/download
https://repositorio.unbosque.edu.co/bitstreams/4d9aff83-85b4-4336-a933-3d9af17bd49b/download
https://repositorio.unbosque.edu.co/bitstreams/ccb9699f-c481-4e67-b35b-fe944015376c/download
https://repositorio.unbosque.edu.co/bitstreams/f57ff1f5-c3ac-4058-9f55-a000dbcbdc85/download
bitstream.checksum.fl_str_mv 24013099e9e6abb1575dc6ce0855efd5
17cc15b951e7cc6b3728a574117320f9
46252543b1db1d374b5cf405e9a8806e
9251e3774dc58262218b36da46cc7a45
aaa02e81aa0e68e935d49f9f811f8964
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositorio Institucional Universidad El Bosque
repository.mail.fl_str_mv bibliotecas@biteca.com
_version_ 1814100764843311104
spelling Andrade-Rivas, FedericoPaul, NamanSpiegel, JerryHenderson, Sarah B.Parrott, LaelDelgado-Ron, Jorge AndrésEcheverri, Alejandravan den Bosch, MatildaAndrade-Rivas, Federico [0000-0002-0928-9424]Spiegel, Jerry [0000-0002-4699-3082]Echeverri, Alejandra [0000-0002-8821-0509]van den Bosch, Matilda [0000-0003-1410-0099]2023-08-03T17:28:29Z2023-08-03T17:28:29Z20232471-1403http://hdl.handle.net/20.500.12495/11251https://doi.org/10.1029/2022GH000775instname:Universidad El Bosquereponame:Repositorio Institucional Universidad El Bosquerepourl:https://repositorio.unbosque.edu.coapplication/pdfengWiley-BlackwellGeoHealthGeoHealth, 2471-1403, 7 (7), 2023https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2022GH000775Atribución-NoComercial 4.0 Internacionalhttp://creativecommons.org/licenses/by-nc/4.0/Acceso abiertohttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessProductos agroquímicosEcosistemaContaminación medioambientalPlaguicidasSalud de la poblaciónAnálisis espacialAgrochemicalsEcosystemEnvironmental pollutionPesticidesPopulation healthSpatial analysisMapping Potential Population-Level Pesticide Exposures in Ecuador Using a Modular and Scalable Geospatial StrategyArtículo de revistainfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/articlehttp://purl.org/coar/version/c_970fb48d4fbd8a85Human populations and ecosystems are extensively exposed to pesticides. Most nations lack the capacity to control pesticide contamination and have limited availability of pesticide use information. Ecuador is a country with intense pesticide use with high exposure risks to humans and the environment, although relative or combined risks are not well understood. Here, we analyzed the distribution of application rates in Ecuador and identified regions of concern because of high potential exposure. We used a geospatial analysis to identify grid cells (∼8 km × 8 km) where the highest pesticide application rates and density of human populations overlap. Furthermore, we identified other regions of concern based on the number of amphibian species as an indicator of ecosystem integrity and the location of natural protected areas. We found that 28% of Ecuador's population dwelled in areas with high pesticide application rate. We identified an area of ∼512 km2 in the Amazon region where high application rates, large human settlements, and a high number of amphibian species overlapped. Additionally, we distinguished clusters of pesticide application rates and human populations that intersected with natural protected areas. Ecuador exemplifies how pesticides are disproportionately applied in areas with the potential to affect human health and ecosystems' integrity. Global estimates of population dwelling, pesticide application rates, and environmental factors are key in prioritizing locations to conduct further exposure assessments. The modular and scalable nature of the geospatial tools we developed can be expanded and adapted to other regions of the world where data on pesticide use are limited.CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8914https://repositorio.unbosque.edu.co/bitstreams/0eac8b59-5d4f-4159-9c79-af041b29db27/download24013099e9e6abb1575dc6ce0855efd5MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82000https://repositorio.unbosque.edu.co/bitstreams/eb293dd7-5854-4ae0-9337-53c4ba73db09/download17cc15b951e7cc6b3728a574117320f9MD53ORIGINALGeoHealth - 2023 - Andrade‐Rivas.pdfGeoHealth - 2023 - Andrade‐Rivas.pdfMapping Potential Population-Level Pesticide Exposures in Ecuador Using a Modular and Scalable Geospatial Strategyapplication/pdf5441466https://repositorio.unbosque.edu.co/bitstreams/4d9aff83-85b4-4336-a933-3d9af17bd49b/download46252543b1db1d374b5cf405e9a8806eMD51THUMBNAILGeoHealth - 2023 - Andrade‐Rivas.pdf.jpgGeoHealth - 2023 - Andrade‐Rivas.pdf.jpgIM Thumbnailimage/jpeg11809https://repositorio.unbosque.edu.co/bitstreams/ccb9699f-c481-4e67-b35b-fe944015376c/download9251e3774dc58262218b36da46cc7a45MD54TEXTGeoHealth - 2023 - Andrade‐Rivas.pdf.txtGeoHealth - 2023 - Andrade‐Rivas.pdf.txtExtracted texttext/plain99323https://repositorio.unbosque.edu.co/bitstreams/f57ff1f5-c3ac-4058-9f55-a000dbcbdc85/downloadaaa02e81aa0e68e935d49f9f811f8964MD5520.500.12495/11251oai:repositorio.unbosque.edu.co:20.500.12495/112512024-02-07 03:51:01.957http://creativecommons.org/licenses/by-nc/4.0/Atribución-NoComercial 4.0 Internacionalopen.accesshttps://repositorio.unbosque.edu.coRepositorio Institucional Universidad El Bosquebibliotecas@biteca.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