The First National Survey of Cadmium in Cacao Farm Soil in Colombia

This study represents the first nationwide survey regarding the distribution of Cd content in cacao-growing soils in Colombia. The soil Cd distribution was analyzed using a cold/hotspots model. Moreover, both descriptive and predictive analytical tools were used to assess the key factors regulating the Cd concentration, considering Cd content and eight soil variables in the cacao systems. A critical discussion was performed in four main cacao-growing districts. Our results suggest that the performance of a model using all the variables will always be superior to the one using Zn alone. The analyzed variables featured an appropriate predictive performance, nonetheless, that performance has to be improved to develop a prediction method that might be used nationwide. Results from the fitted graphical models showed that the largest associations (as measured by the partial correlation coefficients) were those between Cd and Zn. Ca had the second-largest partial correlation with Cd and its predictive performance ranked second. Interestingly, it was found that there was high variability in the factors correlated with Cd in cacao-growing soils at a national level. Therefore, this study constitutes a baseline for forthcoming studies in the country and should be reinforced with an analysis of cadmium content in cacao beans.

Saved in:
Bibliographic Details
Main Authors: Bravo, Daniel, Leon-Moreno, Clara, Martínez, Carlos, Varón-Ramírez, Viviana, Araujo-Carrillo, Gustavo, Vargas, Ruy, Quiroga-Mateus, Ruth, Zamora, Annie, Rodríguez, Edwin
Format: Texto biblioteca
Language:| 0
Published: Basel, Switzerland. Multidisciplinary Digital Publishing Institute (MDPI) 2021
Subjects:theobroma cacao, Cadmium, agriculture, surveys,
Online Access:https://doi.org/10.3390/agronomy11040761
Tags: Add Tag
No Tags, Be the first to tag this record!
id KOHA-OAI-BVE:150160
record_format koha
spelling KOHA-OAI-BVE:1501602022-10-07T01:16:46ZThe First National Survey of Cadmium in Cacao Farm Soil in Colombia Bravo, Daniel Leon-Moreno, Clara Martínez, Carlos Varón-Ramírez, Viviana Araujo-Carrillo, Gustavo Vargas, Ruy Quiroga-Mateus, Ruth Zamora, Annie Rodríguez, Edwin textBasel, Switzerland. Multidisciplinary Digital Publishing Institute (MDPI)2021| 0This study represents the first nationwide survey regarding the distribution of Cd content in cacao-growing soils in Colombia. The soil Cd distribution was analyzed using a cold/hotspots model. Moreover, both descriptive and predictive analytical tools were used to assess the key factors regulating the Cd concentration, considering Cd content and eight soil variables in the cacao systems. A critical discussion was performed in four main cacao-growing districts. Our results suggest that the performance of a model using all the variables will always be superior to the one using Zn alone. The analyzed variables featured an appropriate predictive performance, nonetheless, that performance has to be improved to develop a prediction method that might be used nationwide. Results from the fitted graphical models showed that the largest associations (as measured by the partial correlation coefficients) were those between Cd and Zn. Ca had the second-largest partial correlation with Cd and its predictive performance ranked second. Interestingly, it was found that there was high variability in the factors correlated with Cd in cacao-growing soils at a national level. Therefore, this study constitutes a baseline for forthcoming studies in the country and should be reinforced with an analysis of cadmium content in cacao beans.This study represents the first nationwide survey regarding the distribution of Cd content in cacao-growing soils in Colombia. The soil Cd distribution was analyzed using a cold/hotspots model. Moreover, both descriptive and predictive analytical tools were used to assess the key factors regulating the Cd concentration, considering Cd content and eight soil variables in the cacao systems. A critical discussion was performed in four main cacao-growing districts. Our results suggest that the performance of a model using all the variables will always be superior to the one using Zn alone. The analyzed variables featured an appropriate predictive performance, nonetheless, that performance has to be improved to develop a prediction method that might be used nationwide. Results from the fitted graphical models showed that the largest associations (as measured by the partial correlation coefficients) were those between Cd and Zn. Ca had the second-largest partial correlation with Cd and its predictive performance ranked second. Interestingly, it was found that there was high variability in the factors correlated with Cd in cacao-growing soils at a national level. Therefore, this study constitutes a baseline for forthcoming studies in the country and should be reinforced with an analysis of cadmium content in cacao beans.theobroma cacao Cadmiumagriculture surveyshttps://doi.org/10.3390/agronomy11040761
institution IICA
collection Koha
country Costa Rica
countrycode CR
component Bibliográfico
access En linea
En linea
databasecode cat-sibiica
tag biblioteca
region America Central
libraryname Sistema de Bibliotecas IICA/CATIE
language | 0
topic theobroma cacao
Cadmium
agriculture
surveys
theobroma cacao
Cadmium
agriculture
surveys
spellingShingle theobroma cacao
Cadmium
agriculture
surveys
theobroma cacao
Cadmium
agriculture
surveys
Bravo, Daniel
Leon-Moreno, Clara
Martínez, Carlos
Varón-Ramírez, Viviana
Araujo-Carrillo, Gustavo
Vargas, Ruy
Quiroga-Mateus, Ruth
Zamora, Annie
Rodríguez, Edwin
The First National Survey of Cadmium in Cacao Farm Soil in Colombia
description This study represents the first nationwide survey regarding the distribution of Cd content in cacao-growing soils in Colombia. The soil Cd distribution was analyzed using a cold/hotspots model. Moreover, both descriptive and predictive analytical tools were used to assess the key factors regulating the Cd concentration, considering Cd content and eight soil variables in the cacao systems. A critical discussion was performed in four main cacao-growing districts. Our results suggest that the performance of a model using all the variables will always be superior to the one using Zn alone. The analyzed variables featured an appropriate predictive performance, nonetheless, that performance has to be improved to develop a prediction method that might be used nationwide. Results from the fitted graphical models showed that the largest associations (as measured by the partial correlation coefficients) were those between Cd and Zn. Ca had the second-largest partial correlation with Cd and its predictive performance ranked second. Interestingly, it was found that there was high variability in the factors correlated with Cd in cacao-growing soils at a national level. Therefore, this study constitutes a baseline for forthcoming studies in the country and should be reinforced with an analysis of cadmium content in cacao beans.
format Texto
topic_facet theobroma cacao
Cadmium
agriculture
surveys
author Bravo, Daniel
Leon-Moreno, Clara
Martínez, Carlos
Varón-Ramírez, Viviana
Araujo-Carrillo, Gustavo
Vargas, Ruy
Quiroga-Mateus, Ruth
Zamora, Annie
Rodríguez, Edwin
author_facet Bravo, Daniel
Leon-Moreno, Clara
Martínez, Carlos
Varón-Ramírez, Viviana
Araujo-Carrillo, Gustavo
Vargas, Ruy
Quiroga-Mateus, Ruth
Zamora, Annie
Rodríguez, Edwin
author_sort Bravo, Daniel
title The First National Survey of Cadmium in Cacao Farm Soil in Colombia
title_short The First National Survey of Cadmium in Cacao Farm Soil in Colombia
title_full The First National Survey of Cadmium in Cacao Farm Soil in Colombia
title_fullStr The First National Survey of Cadmium in Cacao Farm Soil in Colombia
title_full_unstemmed The First National Survey of Cadmium in Cacao Farm Soil in Colombia
title_sort first national survey of cadmium in cacao farm soil in colombia
publisher Basel, Switzerland. Multidisciplinary Digital Publishing Institute (MDPI)
publishDate 2021
url https://doi.org/10.3390/agronomy11040761
work_keys_str_mv AT bravodaniel thefirstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT leonmorenoclara thefirstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT martinezcarlos thefirstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT varonramirezviviana thefirstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT araujocarrillogustavo thefirstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT vargasruy thefirstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT quirogamateusruth thefirstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT zamoraannie thefirstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT rodriguezedwin thefirstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT bravodaniel firstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT leonmorenoclara firstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT martinezcarlos firstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT varonramirezviviana firstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT araujocarrillogustavo firstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT vargasruy firstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT quirogamateusruth firstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT zamoraannie firstnationalsurveyofcadmiumincacaofarmsoilincolombia
AT rodriguezedwin firstnationalsurveyofcadmiumincacaofarmsoilincolombia
_version_ 1756068073825107969