Spatial variability of soil CO2 emission in a sugarcane area characterized by secondary information

Soil CO2 emission (FCO2) is governed by the inherent properties of the soil, such as bulk density (BD). Mapping of FCO2 allows the evaluation and identification of areas with different accumulation potential of carbon. However, FCO2 mapping over larger areas is not feasible due to the period required for evaluation. This study aimed to assess the quality of FCO2 spatial estimates using values of BD as secondary information. FCO2 and BD were evaluated on a regular sampling grid of 60 m × 60 m comprising 141 points, which was established on a sugarcane area. Four scenarios were defined according to the proportion of the number of sampling points of FCO2 to those of BD. For these scenarios, 67 (F67), 87 (F87), 107 (F107) and 127 (F127) FCO2 sampling points were used in addition to 127 BD sampling points used as supplementary information. The use of additional information from the BD provided an increase in the accuracy of the estimates only in the F107, F67 and F87 scenarios, respectively. The F87 scenario, with the approximate ratio between the FCO2 and BD of 1.00:1.50, presented the best relative improvement in the quality of estimates, thereby indicating that the BD should be sampled at a density 1.5 time greater than that applied for the FCO2. This procedure avoided problems related to the high temporal variability associated with FCO2, which enabled the mapping of this variable to be elaborated in large areas.

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Main Authors: Teixeira,Daniel De Bortoli, Bicalho,Elton da Silva, Panosso,Alan Rodrigo, Cerri,Carlos Eduardo Pellegrino, Pereira,Gener Tadeu, Scala Júnior,Newton La
Format: Digital revista
Language:English
Published: Escola Superior de Agricultura "Luiz de Queiroz" 2013
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162013000300008
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spelling oai:scielo:S0103-901620130003000082013-05-14Spatial variability of soil CO2 emission in a sugarcane area characterized by secondary informationTeixeira,Daniel De BortoliBicalho,Elton da SilvaPanosso,Alan RodrigoCerri,Carlos Eduardo PellegrinoPereira,Gener TadeuScala Júnior,Newton La geostatistics cokriging ordinary kriging cross-variogram Soil CO2 emission (FCO2) is governed by the inherent properties of the soil, such as bulk density (BD). Mapping of FCO2 allows the evaluation and identification of areas with different accumulation potential of carbon. However, FCO2 mapping over larger areas is not feasible due to the period required for evaluation. This study aimed to assess the quality of FCO2 spatial estimates using values of BD as secondary information. FCO2 and BD were evaluated on a regular sampling grid of 60 m × 60 m comprising 141 points, which was established on a sugarcane area. Four scenarios were defined according to the proportion of the number of sampling points of FCO2 to those of BD. For these scenarios, 67 (F67), 87 (F87), 107 (F107) and 127 (F127) FCO2 sampling points were used in addition to 127 BD sampling points used as supplementary information. The use of additional information from the BD provided an increase in the accuracy of the estimates only in the F107, F67 and F87 scenarios, respectively. The F87 scenario, with the approximate ratio between the FCO2 and BD of 1.00:1.50, presented the best relative improvement in the quality of estimates, thereby indicating that the BD should be sampled at a density 1.5 time greater than that applied for the FCO2. This procedure avoided problems related to the high temporal variability associated with FCO2, which enabled the mapping of this variable to be elaborated in large areas.info:eu-repo/semantics/openAccessEscola Superior de Agricultura "Luiz de Queiroz"Scientia Agricola v.70 n.3 20132013-06-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162013000300008en10.1590/S0103-90162013000300008
institution SCIELO
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country Brasil
countrycode BR
component Revista
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databasecode rev-scielo-br
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region America del Sur
libraryname SciELO
language English
format Digital
author Teixeira,Daniel De Bortoli
Bicalho,Elton da Silva
Panosso,Alan Rodrigo
Cerri,Carlos Eduardo Pellegrino
Pereira,Gener Tadeu
Scala Júnior,Newton La
spellingShingle Teixeira,Daniel De Bortoli
Bicalho,Elton da Silva
Panosso,Alan Rodrigo
Cerri,Carlos Eduardo Pellegrino
Pereira,Gener Tadeu
Scala Júnior,Newton La
Spatial variability of soil CO2 emission in a sugarcane area characterized by secondary information
author_facet Teixeira,Daniel De Bortoli
Bicalho,Elton da Silva
Panosso,Alan Rodrigo
Cerri,Carlos Eduardo Pellegrino
Pereira,Gener Tadeu
Scala Júnior,Newton La
author_sort Teixeira,Daniel De Bortoli
title Spatial variability of soil CO2 emission in a sugarcane area characterized by secondary information
title_short Spatial variability of soil CO2 emission in a sugarcane area characterized by secondary information
title_full Spatial variability of soil CO2 emission in a sugarcane area characterized by secondary information
title_fullStr Spatial variability of soil CO2 emission in a sugarcane area characterized by secondary information
title_full_unstemmed Spatial variability of soil CO2 emission in a sugarcane area characterized by secondary information
title_sort spatial variability of soil co2 emission in a sugarcane area characterized by secondary information
description Soil CO2 emission (FCO2) is governed by the inherent properties of the soil, such as bulk density (BD). Mapping of FCO2 allows the evaluation and identification of areas with different accumulation potential of carbon. However, FCO2 mapping over larger areas is not feasible due to the period required for evaluation. This study aimed to assess the quality of FCO2 spatial estimates using values of BD as secondary information. FCO2 and BD were evaluated on a regular sampling grid of 60 m × 60 m comprising 141 points, which was established on a sugarcane area. Four scenarios were defined according to the proportion of the number of sampling points of FCO2 to those of BD. For these scenarios, 67 (F67), 87 (F87), 107 (F107) and 127 (F127) FCO2 sampling points were used in addition to 127 BD sampling points used as supplementary information. The use of additional information from the BD provided an increase in the accuracy of the estimates only in the F107, F67 and F87 scenarios, respectively. The F87 scenario, with the approximate ratio between the FCO2 and BD of 1.00:1.50, presented the best relative improvement in the quality of estimates, thereby indicating that the BD should be sampled at a density 1.5 time greater than that applied for the FCO2. This procedure avoided problems related to the high temporal variability associated with FCO2, which enabled the mapping of this variable to be elaborated in large areas.
publisher Escola Superior de Agricultura "Luiz de Queiroz"
publishDate 2013
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162013000300008
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