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Carbon balance and crop residue management in dynamic equilibrium under a no-till system in Campos Gerais

Balanço de carbono e manejo de resíduos culturais em equilíbrio dinâmico sob sistema plantio direto nos Campos Gerais

Abstracts

The adoption of no-tillage systems (NT) and the maintenance of crop residues on the soil surface result in the long-term increase of carbon (C) in the system, promoting C sequestration and reducing C-CO2 emissions to the atmosphere. The purpose of this study was to evaluate the C sequestration rate and the minimum amount of crop residues required to maintain the dynamic C equilibrium (dC/dt = 0) of two soils (Typic Hapludox) with different textural classes. The experiment was arranged in a 2 x 2 x 2 randomized block factorial design. The following factors were analyzed: (a) two soil types: Typic Hapludox (Oxisol) with medium texture (LVTM) and Oxisol with clay texture (LVTA), (b) two sampling layers (0-5 and 5-20 cm), and (c) two sampling periods (P1 - October 2007; P2 - September 2008). Samples were collected from fields under a long-term (20 years) NT system with the following crop rotations: wheat/soybean/black oat + vetch/maize (LVTM) and wheat/maize/black oat + vetch/soybean (LVTA). The annual C sequestration rates were 0.83 and 0.76 Mg ha-1 for LVTM and LVTA, respectively. The estimates of the minimum amount of crop residues required to maintain a dynamic equilibrium (dC/dt = 0) were 7.13 and 6.53 Mg ha-1 year-1 for LVTM and LVTA, respectively. The C conversion rate in both studied soils was lower than that reported in other studies in the region, resulting in a greater amount of crop residues left on the soil surface.

C sequestration rate; soil texture; subtropical soils


A adoção do sistema plantio direto e a manutenção dos resíduos culturais na superfície do solo resultam, com o passar dos anos, em adição de carbono (C) ao sistema, o que promove o sequestro de C e a mitigação de emissões de C-CO2 para a atmosfera. O objetivo deste trabalho foi avaliar a taxa de sequestro de C e a quantidade mínima de resíduos culturais necessária para manter o equilíbrio dinâmico (dC/dt = 0) de dois solos (Latossolo) com classes texturais diferentes. O delineamento experimental utilizado foi blocos ao acaso em arranjo fatorial 2 x 2 x 2. Os fatores analisados foram: (a) dois solos: Latossolo Vermelho distrófico típico, com classe textural franco-argiloarenosa (LVTM), e Latossolo Vermelho distrófico típico, com classe textural franco-argilosa (LVTA); (b) profundidades de amostragem: 0-0,05 e 0,05-0,20 m; e (c) épocas de amostragem (E1-outubro de 2007; E2-setembro de 2008). As lavouras onde foram coletadas as amostras vinham sendo manejadas em SPD por longo prazo (20 anos), com as seguintes rotações de cultura: trigo/soja/aveia-preta + ervilhaca/milho (LVTM) e trigo/milho/aveia-preta + ervilhaca/soja (LVTA). A taxa de sequestro anual de C foi de 0,83 e 0,76 Mg ha-1 para o LVTM e LVTA, respectivamente. A estimativa da quantidade mínima de resíduos culturais necessária para manter o equilíbrio dinâmico (dC/dt = 0) foi de 7,13 e 6,53 Mg ha-1 ano-1 para o LVTM e LVTA, respectivamente. A taxa de conversão de C em ambos os solos foi inferior à encontrada em outros estudos regionais, resultando numa elevada taxa de remanescente de palha na superfície do solo.

taxa de sequestro de C; textura do solo; solos subtropicais


DIVISÃO 3 - USO E MANEJO DO SOLO

COMISSÃO 3.3 - MANEJO E CONSERVAÇÃO DO SOLO E DA ÁGUA

Carbon balance and crop residue management in dynamic equilibrium under a no-till system in Campos Gerais1 1 Received for publication in July 25, 2011 and approved in July 10, 2012.

Balanço de carbono e manejo de resíduos culturais em equilíbrio dinâmico sob sistema plantio direto nos Campos Gerais

Ademir de Oliveira FerreiraI; João Carlos de Moraes SáII; Mônica Gabrielle HarmsIII; Simone MiaraIII; Clever BriedisIV; Caio Quadros NettoV; Josiane Burkner dos SantosVI; Lutécia Beatriz CanalliVI

IPosgraduate student (PhD) in Soil Sciences, Department of Soil Management and Conservation. Federal University of Santa Maria (Universidade Federal de Santa Maria - UFSM). Av. Roraima, 1000. Camobi. CEP 97105900 Santa Maria (RS). CNPq scholarship. E-mail: aoferreira1@yahoo.com.br

IIAdjunct Professor, Department of Soils and Agricultural Engineering. Ponta Grossa State University (Universidade Estadual de Ponta Grossa - UEPG). Av. Gal. Carlos Cavalcanti, 4748. CEP 84030-900 Ponta Grossa (PR). E-mail: jcmsa@uepg.br

IIIAgronomist, Graduate student (Masters), UEPG. E-mails: monicaharms@bol.com.br; monemiara@yahoo.com.br

IVGraduate student (PhD) in Agronomy, Department of Soils and Agricultural Engineering, UEPG. E-mail: cleverbriedis@yahoo.com.br

VFaculty member of the Agronomy course UEPG. E-mail: caio-quadros@hotmail.com

VID.S. in Agronomy from the Federal University of Paraná. Curitiba (PR). E-mail: agroburk@yahoo.com.br; lutecia@febrapdp.org.br

SUMMARY

The adoption of no-tillage systems (NT) and the maintenance of crop residues on the soil surface result in the long-term increase of carbon (C) in the system, promoting C sequestration and reducing C-CO2 emissions to the atmosphere. The purpose of this study was to evaluate the C sequestration rate and the minimum amount of crop residues required to maintain the dynamic C equilibrium (dC/dt = 0) of two soils (Typic Hapludox) with different textural classes. The experiment was arranged in a 2 x 2 x 2 randomized block factorial design. The following factors were analyzed: (a) two soil types: Typic Hapludox (Oxisol) with medium texture (LVTM) and Oxisol with clay texture (LVTA), (b) two sampling layers (0-5 and 5-20 cm), and (c) two sampling periods (P1 - October 2007; P2 - September 2008). Samples were collected from fields under a long-term (20 years) NT system with the following crop rotations: wheat/soybean/black oat + vetch/maize (LVTM) and wheat/maize/black oat + vetch/soybean (LVTA). The annual C sequestration rates were 0.83 and 0.76 Mg ha-1 for LVTM and LVTA, respectively. The estimates of the minimum amount of crop residues required to maintain a dynamic equilibrium (dC/dt = 0) were 7.13 and 6.53 Mg ha-1 year-1 for LVTM and LVTA, respectively. The C conversion rate in both studied soils was lower than that reported in other studies in the region, resulting in a greater amount of crop residues left on the soil surface.

Index terms: C sequestration rate, soil texture, subtropical soils.

RESUMO

A adoção do sistema plantio direto e a manutenção dos resíduos culturais na superfície do solo resultam, com o passar dos anos, em adição de carbono (C) ao sistema, o que promove o sequestro de C e a mitigação de emissões de C-CO2 para a atmosfera. O objetivo deste trabalho foi avaliar a taxa de sequestro de C e a quantidade mínima de resíduos culturais necessária para manter o equilíbrio dinâmico (dC/dt = 0) de dois solos (Latossolo) com classes texturais diferentes. O delineamento experimental utilizado foi blocos ao acaso em arranjo fatorial 2 x 2 x 2. Os fatores analisados foram: (a) dois solos: Latossolo Vermelho distrófico típico, com classe textural franco-argiloarenosa (LVTM), e Latossolo Vermelho distrófico típico, com classe textural franco-argilosa (LVTA); (b) profundidades de amostragem: 0-0,05 e 0,05-0,20 m; e (c) épocas de amostragem (E1-outubro de 2007; E2-setembro de 2008). As lavouras onde foram coletadas as amostras vinham sendo manejadas em SPD por longo prazo (20 anos), com as seguintes rotações de cultura: trigo/soja/aveia-preta + ervilhaca/milho (LVTM) e trigo/milho/aveia-preta + ervilhaca/soja (LVTA). A taxa de sequestro anual de C foi de 0,83 e 0,76 Mg ha-1 para o LVTM e LVTA, respectivamente. A estimativa da quantidade mínima de resíduos culturais necessária para manter o equilíbrio dinâmico (dC/dt = 0) foi de 7,13 e 6,53 Mg ha-1 ano-1 para o LVTM e LVTA, respectivamente. A taxa de conversão de C em ambos os solos foi inferior à encontrada em outros estudos regionais, resultando numa elevada taxa de remanescente de palha na superfície do solo.

Termos de indexação: taxa de sequestro de C, textura do solo, solos subtropicais.

INTRODUCTION

The adoption of conservation agriculture associated with an appropriate crop rotation system can result in annual increases in soil carbon (C) of 5.12 to 6.20 Mg ha-1 (Campos et al., 2011) and has become a key approach to reducing greenhouse gases (Lal, 2007).

Over time, the plant residues left on the soil surface lead to the conversion of organic C to soil C and, consequently, to the recovery of soil organic matter (SOM) (Sá & Lal, 2009; Boddey et al., 2010).

SOM acts as a key component of soil quality because of its associated chemical, physical and biological properties. Depending on the management practice, soil can act as a source or sink of atmospheric CO2, directly influencing the greenhouse effect. From an agricultural perspective, soil becomes a CO2 source to the atmosphere when oxidation losses exceed the C from crop residues (Sá et al., 2008; Sá & Lal, 2009).

When native ecosystems are converted for agriculture, the dynamic equilibrium (dC/dt = 0) is disrupted, leading to a reduction in SOM levels (Cerri et al., 2008). The amount of lost SOM varies according to the soil management system, the crop system, and climatic conditions (Sá et al., 2008; Bayer et al., 2011). The practices of plowing and disking to prepare the soil for cultivation are the major causes of SOM loss (Bruce et al., 1999; Sá et al., 2008), which occurs by the following processes: a) the disruption of aggregates exposes SOM to microbial attack; b) the mixture of fresh organic matter with soil results in more favorable conditions for decomposition; and c) increased microbial activity, as a result of increased soil aeration and supply of labile organic matter (OM), raises C mineralization levels (Reicosky, 1995). The severity of SOM losses is greater in tropical environments than in other regions (Lal & Logan, 1995).

Several models have been used to describe alterations in SOM over time. The complexity of these models varies from simple and unicompartmental approaches, such as that proposed by Hénin & Dupuis (1945), to the multicompartmental models proposed by Jenkinson & Rainer (1977), van Veen & Paul (1981), Janssen (1984), and Parton et al. (1987). Some authors have used more simplified models to evaluate SOM transformation under cultivation and soil preparation systems (Bayer et al., 2006). The results reported by Bayer et al. (2006) for a subtropical region using a first-order unicompartmental model allowed for an estimation of coefficients of the conversion and loss of C in addition to an estimation of the C sequestration rates associated with crop rotation and soil management.

The minimum amount of crop residue required to maintain a dynamic C equilibrium under no-tillage (NT) should be investigated in tropical and subtropical climates, especially regarding the type and texture of the soil, their critical values, and their relationship with the duration of NT systems. In Brazil, studies of the minimum amount of crop residue required to maintain the dynamic balance when using NT on soils with different texture are still scarce. The objective of this study was to assess the C sequestration rates and minimum amount of crop residues needed to maintain the dynamic equilibrium associated with long-term NT on soils with different texture in the region of Campos Gerais.

MATERIALS and MeThODS

Study area

In this study, two soils (Oxisols) were evaluated after long-term NT. The area is located at 990 m a.s.l. at the geographic coordinates 25° 05' 49" S and 50° 03' 11" W, and belongs to the Fazenda Escola Capão da Onça - FESCON, in Ponta Grossa, State of Paraná (PR), Brazil. The climate of the region was classified as humid subtropical (mesothermal). During the experimental period, from October 2007 to September 2008, the maximum average temperature was 26 °C, the minimum 13 °C (Table 1), and the total rainfall 1,558 mm (Iapar, 2008).

Samples were collected from fields that were managed under long-term NT (20 years) with the following crop rotation: wheat/soybean/black oat + vetch/maize. The NT system of the study area is characterized as consolidated according to the evolution scale proposed by Sá (2004). The average amount of crop residue in the study areas was 5.16 Mg ha-1. Table 2 presents the average amount of C added to the soil through plant residues.

The first soil, herein referred to as LVTM, was classified as a Typic Hapludox (Oxisol), medium texture (232.5 g kg-1 clay), with an average slope of 7 %. The second soil, herein referred to as LVTA, also a Typic Hapludox (Oxisol), clay texture (401 g kg-1 clay), but with an average slope of 4 %. Mineralogy was analyzed in samples from the top layer of the toposequence of the profiles of these Oxisols (Figure 1) and from three horizons (Ap, Bw1, and Bw2), in which kaolinite, gibbsite, and vermiculite with an aluminum interlayer were observed (V-AL) (Sá, 1995).


Two layers (0-5 and 5-20 cm) were sampled in two sampling periods: after the wheat harvest in October 2007 (P1) and following the mechanical management of black oat + vetch in September 2008 (P2). Additional detailed information on the soil properties were provided by Ferreira et al. (2011).

Experimental design

The experimental design consisted of randomized blocks with a 2 x 2 x 2 factorial scheme. The following factors were analyzed: (a) two soils (LVTM and LVTA), (b) two sampling layers (0-5 and 5-20 cm), and (c) two sampling periods (October 2007 - P1, and September 2008 - P2).

Granulometric and chemical analyses

Particle size analysis was performed using the Bouyoucos method, according to Embrapa (1997).

Chemical analyses were performed according to Pavan et al. (1992), in composite samples (10 sub-samples) from the layers 0-5 and 5-20 cm (Table 3).

Determination of carbon contents and stocks

The soil samples were finely ground in a porcelain mortar, sieved through a 0.053 mm sieve, and subsequently placed in an oven at 40 °C to complete drying. The carbon contents in these samples were determined using a dry combustion method with a TruSpec CN LECO® analyzer (St. Joseph, MI, USA). The estimations of C stocks according to equation 1 based on C content data are expressed in g kg-1 and transformed into g Mg-1 (Equation 1):

C stock (Mg ha-1) = C (kg Mg-1) x DS (Mg m-3) x SDV (m3) (1)

The soil density (DS) data, expressed in g cm-3, were transformed into Mg m-3, and the sampling depth volume (SDV) data are expressed in m3.

Calculation of the C balance

Using the unicompartmental model proposed by Hénin & Dupuis (1945), the C balance was calculated to predict the changes in SOM. The unicompartmental model estimates the C balance based on the dynamic equilibrium concept (dC/dt = 0) of SOM according to the amounts of C added, characterized as "inputs", and losses through oxidation, referred to as "outputs" of the system, according to equation 2:

dC/dt = -K2C + K1A (2)

where dC/dt = the annual rate of soil organic carbon (SOC) variation in Mg ha-1, A = the amount of organic C added by crop residues annually in Mg ha-1, K1 = the humidification coefficient representing the percentage of C added that will become SOC, C = stock of SOC in Mg ha-1, and K2 = annual coefficient of SOC lost via SOM oxidation. Both the input (K1A) and annual loss of humidified organic matter (K2C) vary according to the soil type, crop system, and management system.

Additional parameters related to C balance with various management systems

Harvest index: amount of dry matter produced per grain unit (Table 4), which is expressed in Mg of dry matter per Mg of harvested grain.

Root dry matter index: the amount of root dry matter (DM) produced in Mg of grains (Table 4), which is expressed as the percentage of grain yield corresponding to root DM.

Percentage of carbon in dry matter: the amount of C in crop residues calculated according to Sá et al. (2001) (Table 4).

K1: the humidification coefficient, which is calculated based on the coefficient proposed by Sá et al. (2001) (K1 = 0.265) for a crop rotation system (black oat/maize/black oat/soybean/wheat/soybean) in the same region.

K2: the oxidation coefficient for SOM. This coefficient was proposed by Sá et al. (2006) to calculate the C balance in the same region. The values calculated here were K2= 0.025 for LVTM and K2= 0.023 for LVTA.

Crop residues equivalent (CRE): the minimum amount of dry matter (DM of shoots and roots) required to maintain the dynamic equilibrium of the system, according to equation 3:

CRE = C sequestered x 3.77 x 2.28 (3)

where sequestered C is the annual rate of accumulated C estimated based on the Hénin & Dupuis (1945) model, 3.77 is the factor used for the transformation of humidified C in the C input (1/0.265 = 3.77), 2.28 is the factor used for the transformation of the C input in crop residues (100 %/43.8 % = 2.28), and 43.8 % (e.g., 438 g kg-1 C) is the C content in the crop residue.

Indices to calculate C balance

Data of grain yield and shoot, and root and total dry matter of the crops grown under the different soil management systems are summarized in table 4. These values were used to compute additional parameters related to the C balance.

Dynamic equilibrium

The C inputs are equivalent to the C outputs when dC/dt = 0, indicating that the system is dynamically equilibrated. However, if dC/dt ≠ 0, two scenarios are possible: a) when C inputs exceed C outputs, the system is accumulating carbon, and the balance will be positive, and b) when C inputs are lower than C outputs, the system is losing carbon, and the balance will be negative.

The conversion of organic C to soil C was calculated based on the variation in the remaining residues, according to equation 4:

C conversion = (CR + added C) - C Rem)/ Seq. C (4)

where CR = 3.77 is the factor used for the transformation of humidified C into added C (1/0.265= 3.77), added C = the C input, C Rem = carbon in the residues remaining from the crop prior to sampling (P1 - October 2007; P2 - September 2008), and Seq. C = dC/dt.

Sampling and determination of soil density

Undisturbed soil samples were collected from the layers of 0-5, 5-10, and 10-20 cm with an Uhland sampler (Embrapa, 1997). The average results from 5-10 and 10-20 cm were used to represent the 5-20 cm layer. Ring samplers were employed to perform collections between 12.5 and 17.5 cm in the 10-20 cm layer. Therefore, nine samples were collected for each treatment, and three samples were collected from each layer (triplicates).

Disturbed samples were collected from the same layers and the total organic carbon (TOC) contents were determined using a CN TruSpec LECO analyzer, St. Joseph, MI, USA.

Statistical analysis

The results were subjected to an analysis of variance (ANOVA) using SISVAR 5.0 software (Ferreira, 2010) using Tukey's test at the 5 %. Regression analysis was applied to identify the relationship among variables using JMP IN® software Version 3.2.1 (Sall et al., 2005) with an F test at a 5 %.

RESULTS AND DISCUSSION

C Balance

The carbon sequestration rates estimated for the 0-20 cm layer (Table 5) using the unicompartmental model were 0.83 Mg ha-1 year-1 for LVTM and 0.76 Mg ha-1 year-1 for LVTA.

Sá et al. (2001) reported a C sequestration rate of 0.81 Mg ha-1 year-1 in the 0-20 cm layer in an area with an LVTA soil (460 g kg-1 clay) near the study area. In another study involving long-term management systems and an LVTA soil (480 to 500 g kg-1 clay), the C sequestration rate under NT was 0.99 Mg ha-1 year-1 (Sá et al., 2008).

According to the results of this study, the clay content and the C input through crop residue in particular were the primary sources of the observed variations in the C sequestration rates. This phenomenon was also discussed by Bayer et al. (2011) in a study of soil in Rio Grande do Sul and by Zinn et al. (2005) for Oxisol in the Cerrado biome region. These authors reported a correlation between C sequestration rates and the soil texture.

However, the amount and quality of crop residues have been mentioned in several studies as the major factors affecting C sequestration in tropical and subtropical soils (Sá et al., 2008; Campos et al., 2011). The crop rotation combination including legumes intercropped with winter grasses further increases this potential for C sequestration (Amado et al., 2006; Urquiaga et al., 2010). The annual carbon inputs reported in these studies ranged from 4.0 to 6.0 Mg ha-1, which corresponds to an annual amount of crop residues of approximately 9.1 to 13.7 Mg ha-1 year-1. However, the average C input in this study was 8.0 Mg ha-1, i.e., 18.3 Mg ha-1 year-1. The major C contribution in the input came from maize residues in the LVTM soil which increased 77.12, 74.84, and 67.16 % of the C input obtained from wheat, soybean, and black oat + vetch grass crops, respectively. In contrast, in the LVTA soil, the C inputs from maize represented 74.32 and 74.80 % of the added C when compared to wheat and soybean crops, respectively (Table 2). These results indicate that maize in a crop rotation affects the amount of C input that is transformed to sequestered C. Bayer et al. (2011) reported a C accumulation rate of 0.15 Mg ha-1 year-1 when maize was included in the crop rotation. However, they reported a decrease in C accumulation of 0.27 Mg ha-1 year-1 in a soybean monoculture. The same trend were reported by Amado et al. (2006) and Campos et al. (2011) in subtropical environments corroborating these observations, and demonstrating that the inclusion of maize in a rotation combined with legumes as preceding crop increase the C sequestration potential significantly.

According to Sá et al. (2008), crop rotation systems are C-deficient in the absence of maize crops because the C sequestration rate is related to the biomass production. Any climatic change that reduces C inputs may result in a negative balance. Therefore, rotation plans should include crops with the ability to offset a negative C balance whenever the crop succession in a given year does not provide the necessary amount of crop residues.

C stock

The C stocks in the 0-20 cm layer were 38.22 and 48.44 Mg ha-1 for LVTM and LVTA, respectively (Table 5). In the 0-5 cm layer, the C stocks were 13.35 and 13.88 Mg ha-1 for LVTM and LVTA, respectively. The C stocks in the 5-20 cm layer were 24.87 and 34.56 Mg ha-1 for LVTM and LVTA, respectively. Therefore, the C stock in the 0-20 cm layer was 21.1 % greater for LVTA than for LVTM. This difference between soils was primarily related to the texture (Zinn et al., 2005). In contrast, in the surface layer (0-5 cm), no significant difference was observed in the C stocks of the two soils. This result was most likely due to the addition of crop residues (Table 5), the location of the soil in the toposequence (Figure 1), or the slope (the LVTM is located 3 cm m-1 above the LVTA).

The amount of crop residue required to maintain the dynamic equilibrium

The minimum amounts of crop residues needed to maintain the dynamic C equilibrium for LVTM and LVTA were 7.13 and 6.53 Mg ha-1 year-1, respectively (Table 6). These values are lower than those reported by Sá et al. (2006, 2008), who stated that the minimum amount of crop residues to be added to the soil surface under NT ranges from 7.0 to 8.5 Mg ha-1 year-1. This smaller amount of crop residues required to maintain the dynamic equilibrium resulted from the greater amount of crop residues that was present and accumulated over time in this study, thereby leading to increased C addition, especially when maize was included in the rotation (Table 2).

The remaining amounts of crop residue estimated with the unicompartmental model in the present study were 8.05 and 7.94 Mg ha-1 for LVTM and LVTA, respectively (Table 6), and the average estimated amount of remaining crop residues was 8.0 Mg ha-1 year-1, which was greater than the value of 5.04 Mg ha-1 obtained by Sá et al. (2006). This difference was attributed to the low C conversion rates observed in this study (12.63 % for LVTM and 14.26 % for LVTA).

Using these simple measures and a greater number of repetitions, the C sequestration rates from fields under NT systems can be estimated. Moreover, the procedures described in this study may be a useful tool of increasing C stock inventories at a regional scale. This approach has been used in other subtropical regions (Amado et al., 2006; Bayer et al., 2006), demonstrating that knowledge of the minimum amount of crop residue to be added to NT systems is essential for the sustainability of the systems.

It is worth noting that the results of this study are only valid at a regional scale; i.e., they cannot be extrapolated to other regions of Brazil because the C balance predicted by the unicompartmental model depends directly on climatic variations, soil texture, the crop rotation system, quantity and quality of the crop residues, and the coefficients of humidification (K1) and oxidation (K2).

In the present study, a smaller amount of crop residue was required to maintain the dynamic balance of the soil with the higher clay content (LVTA) (dC/dt = 0). This result was expected because the clay content, along with that of silt, have been considered the major factors determining the ability to protect soil C from degradation (Six et al., 2002). Thus, the C protection capability of clayey soils is greater than of other soil types (Zinn et al., 2007; Bayer et al., 2011).

CONCLUSIONS

1. The estimated minimum amount of crop residues required to maintain the dynamic balance (dC/dt = 0) of the system in the studied area was 6.83 Mg ha-1.

2. LVTM required 0.6 Mg ha-1 more crop residue than LVTA to maintain the dynamic balance of the consolidated NT system in Campos Gerais.

3. In both soils, the C conversion rate was lower than in other studies in the same region, resulting in a greater amount of crop residue remaining on the soil surface. As a consequence, any extrapolation of results of this study to other regions of Brazil should take local factors, such as the climate variability, soil texture, and the specific characteristics of the adopted management system into consideration.

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  • 1
    Received for publication in July 25, 2011 and approved in July 10, 2012.
  • Publication Dates

    • Publication in this collection
      20 Dec 2012
    • Date of issue
      Nov 2012

    History

    • Received
      25 July 2011
    • Accepted
      10 July 2010
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