Urban soil management in the strategies for adaptation to climate change of cities in the Tropical Andes

The unique characteristics of a city amplify the impacts of climate change; therefore, urban planning in the 21st century is challenged to apply mitigation and adaptation strategies that ensure the collective well-being. Despite advances in monitoring urban environmental change, research on the appl...

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محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Bonilla-Bedoya, Santiago (author)
مؤلفون آخرون: Herrera, Miguel Ángel (author), Vaca, Angélica (author), Salazar, Laura (author), Zalakeviciute, Rasa (author), Mejía, Danilo (author), López-Ulloa, Magdalena (author)
التنسيق: article
اللغة:eng
منشور في: 2022
الوصول للمادة أونلاين:https://www.sciencedirect.com/science/article/abs/pii/S0016706122001471
https://hdl.handle.net/20.500.14809/2986
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author Bonilla-Bedoya, Santiago
author2 Herrera, Miguel Ángel
Vaca, Angélica
Salazar, Laura
Zalakeviciute, Rasa
Mejía, Danilo
López-Ulloa, Magdalena
author2_role author
author
author
author
author
author
author_facet Bonilla-Bedoya, Santiago
Herrera, Miguel Ángel
Vaca, Angélica
Salazar, Laura
Zalakeviciute, Rasa
Mejía, Danilo
López-Ulloa, Magdalena
author_role author
collection Repositorio Universidad Tecnológica Indoamérica
dc.creator.none.fl_str_mv Bonilla-Bedoya, Santiago
Herrera, Miguel Ángel
Vaca, Angélica
Salazar, Laura
Zalakeviciute, Rasa
Mejía, Danilo
López-Ulloa, Magdalena
dc.date.none.fl_str_mv 2022-06-10T20:04:31Z
2022-06-10T20:04:31Z
2022
dc.identifier.none.fl_str_mv https://www.sciencedirect.com/science/article/abs/pii/S0016706122001471
https://hdl.handle.net/20.500.14809/2986
dc.language.none.fl_str_mv eng
dc.publisher.none.fl_str_mv Geoderma. Volume 417
dc.rights.none.fl_str_mv closedAccess
https://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:Repositorio Universidad Tecnológica Indoamérica
instname:Universidad Tecnológica Indoamérica
instacron:UTI
dc.title.none.fl_str_mv Urban soil management in the strategies for adaptation to climate change of cities in the Tropical Andes
dc.type.none.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
description The unique characteristics of a city amplify the impacts of climate change; therefore, urban planning in the 21st century is challenged to apply mitigation and adaptation strategies that ensure the collective well-being. Despite advances in monitoring urban environmental change, research on the application of adaptation-oriented criteria remains a challenge in urban planning in the Global South. This study proposes to include urban land management as a criterion and timely strategy for climate change adaptation in the cities of the Tropical Andes. Here, we estimate the distribution of the soil organic carbon stock (OCS) of the city of Quito (2,815 m.a.s.l.; population 2,011,388; 197.09 km2) in the following three methodological moments: i) field/laboratory: city-wide sampling design established to collect 300 soil samples (0–15 cm) and obtain data on organic carbon (OC) concentrations in addition to 30 samples for bulk density (BD); ii) predictors: geographic, spectral and anthropogenic dimensions established from 17 co-variables; and iii) spatial modeling: simple multiple regression (SMRM) and random forest (RFM) models of organic carbon concentrations and density as well as OCS stock estimation. We found that the spatial modeling techniques were complementary; however, SMRM showed a relatively higher fit both (OC: r2 = 20%, BD: r2 = 16%) when compared to RFM (OC: r2 = 8% and BD: r2 = 5%). Thus, soil carbon stock (0–0.15 m) was estimated with a spatial variation that fluctuated between 9.89 and 21.48 kg/m2; whereas, RFM showed fluctuations between 10.38 and 17.67 kg/m2. We found that spatial predictors (topography, relative humidity, precipitation, temperature) and anthropogenic predictors (population density, roads, vehicle traffic, land cover) positively influence the model, while spatial predictors have little influence and show multicollinearity with relative humidity. Our research suggests that urban land management in the 21st century provides key information for adaptation and mitigation strategies aimed at coping with global and local climate variations in the cities of the Tropical Andes.
eu_rights_str_mv openAccess
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publisher.none.fl_str_mv Geoderma. Volume 417
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spelling Urban soil management in the strategies for adaptation to climate change of cities in the Tropical AndesBonilla-Bedoya, SantiagoHerrera, Miguel ÁngelVaca, AngélicaSalazar, LauraZalakeviciute, RasaMejía, DaniloLópez-Ulloa, MagdalenaThe unique characteristics of a city amplify the impacts of climate change; therefore, urban planning in the 21st century is challenged to apply mitigation and adaptation strategies that ensure the collective well-being. Despite advances in monitoring urban environmental change, research on the application of adaptation-oriented criteria remains a challenge in urban planning in the Global South. This study proposes to include urban land management as a criterion and timely strategy for climate change adaptation in the cities of the Tropical Andes. Here, we estimate the distribution of the soil organic carbon stock (OCS) of the city of Quito (2,815 m.a.s.l.; population 2,011,388; 197.09 km2) in the following three methodological moments: i) field/laboratory: city-wide sampling design established to collect 300 soil samples (0–15 cm) and obtain data on organic carbon (OC) concentrations in addition to 30 samples for bulk density (BD); ii) predictors: geographic, spectral and anthropogenic dimensions established from 17 co-variables; and iii) spatial modeling: simple multiple regression (SMRM) and random forest (RFM) models of organic carbon concentrations and density as well as OCS stock estimation. We found that the spatial modeling techniques were complementary; however, SMRM showed a relatively higher fit both (OC: r2 = 20%, BD: r2 = 16%) when compared to RFM (OC: r2 = 8% and BD: r2 = 5%). Thus, soil carbon stock (0–0.15 m) was estimated with a spatial variation that fluctuated between 9.89 and 21.48 kg/m2; whereas, RFM showed fluctuations between 10.38 and 17.67 kg/m2. We found that spatial predictors (topography, relative humidity, precipitation, temperature) and anthropogenic predictors (population density, roads, vehicle traffic, land cover) positively influence the model, while spatial predictors have little influence and show multicollinearity with relative humidity. Our research suggests that urban land management in the 21st century provides key information for adaptation and mitigation strategies aimed at coping with global and local climate variations in the cities of the Tropical Andes.Geoderma. Volume 4172022-06-10T20:04:31Z2022-06-10T20:04:31Z2022info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttps://www.sciencedirect.com/science/article/abs/pii/S0016706122001471https://hdl.handle.net/20.500.14809/2986engclosedAccesshttps://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessreponame:Repositorio Universidad Tecnológica Indoaméricainstname:Universidad Tecnológica Indoaméricainstacron:UTI2022-07-06T03:14:22Zoai:repositorio.uti.edu.ec:20.500.14809/2986Institucionalhttps://repositorio.uti.edu.ec/Institución privadahttps://indoamerica.edu.ec/https://repositorio.uti.edu.ec/oai.Ecuador...opendoar:02022-07-06T03:14:22Repositorio Universidad Tecnológica Indoamérica - Universidad Tecnológica Indoaméricafalse
spellingShingle Urban soil management in the strategies for adaptation to climate change of cities in the Tropical Andes
Bonilla-Bedoya, Santiago
status_str publishedVersion
title Urban soil management in the strategies for adaptation to climate change of cities in the Tropical Andes
title_full Urban soil management in the strategies for adaptation to climate change of cities in the Tropical Andes
title_fullStr Urban soil management in the strategies for adaptation to climate change of cities in the Tropical Andes
title_full_unstemmed Urban soil management in the strategies for adaptation to climate change of cities in the Tropical Andes
title_short Urban soil management in the strategies for adaptation to climate change of cities in the Tropical Andes
title_sort Urban soil management in the strategies for adaptation to climate change of cities in the Tropical Andes
url https://www.sciencedirect.com/science/article/abs/pii/S0016706122001471
https://hdl.handle.net/20.500.14809/2986