2022
DOI: 10.1016/j.geoderma.2022.115840
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Urban soil management in the strategies for adaptation to climate change of cities in the Tropical Andes

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Cited by 13 publications
(4 citation statements)
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References 57 publications
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“…It is a recognized technique in the eld of machine learning [17], [114], [117]- [119] that is more e cient compared with linear prediction methods when analyzing a large volume of data. The RF technique does not require prior assumptions of distribution and stationarity of the variable, and it does not restrict the use of different types of co-variables [17], [119].…”
Section: Sampling and Modelsmentioning
confidence: 99%
“…It is a recognized technique in the eld of machine learning [17], [114], [117]- [119] that is more e cient compared with linear prediction methods when analyzing a large volume of data. The RF technique does not require prior assumptions of distribution and stationarity of the variable, and it does not restrict the use of different types of co-variables [17], [119].…”
Section: Sampling and Modelsmentioning
confidence: 99%
“…Some ideas of how social processes affect nutrient cycling have emerged as biogeo-socio-chemistry especially for urban settings (Pataki et al, 2011;Kaushal et al, 2014), and others may help address additional soil ecological dimensions of multi-functionality (Creamer et al, 2022) beyond nutrients like spatial patterns of faunal diversity and soil food web network structures. Recent studies of urban ecology already point to interesting patterns that challenge deficit narratives of societal relationships with local soils and agriculture (Bonilla-Bedoya et al, 2022;Nugent and Allison, 2022;Pindral et al, 2022;Zhang et al, 2022). Novel insights on soil socio-ecological dynamics may help guide how to tailor sustainable development initiatives by individual countries to achieve international soil governance initiatives (Farnese, 2022;García et al, 2022) like through the UN FAO Global Soil Partnership, Global Soil Biodiversity Initiative (Wall et al, 2015), and other working groups generally addressing UN sustainable development goals of combating soil and habitat degradation to enhance ecosystem services via dynamic key soil ecological indicators (Pradhan et al, 2017;Bennich et al, 2020).…”
Section: Restorative Agropedogenesismentioning
confidence: 99%
“…Climate change, identified as one of the major global challenges of the 21st century, is a significant threat to cities [2]. Governments and urban planning authorities are recognizing the urgency of addressing climate change and the existing challenges to implement mitigation and adaptation strategies that ensure collective wellbeing [4,5]. In this regard, many countries and cities have committed to reduce their emissions signing this commitment under in international agreements such as the Kyoto Protocol, the Paris Climate Agreement, and reports from the Intergovernmental Panel on Climate Change (IPCC) [6][7][8].…”
Section: Introductionmentioning
confidence: 99%