Revista Brasileira De Ciencia Do Solo最新文献

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Soil carbon fractions in response to mineral and organic fertilizer types and rates 土壤碳组分对矿肥和有机肥类型和施用量的响应
IF 1.7 4区 农林科学
Revista Brasileira De Ciencia Do Solo Pub Date : 2023-05-08 DOI: 10.36783/18069657rbcs20220132
G. F. Oliveira, Álvaro Luiz Mafra Resources, J. C. Corrêa, Paulo Hentz, Maytê Cechetto, Diego Fernando Roters, Marco Segalla Prazeres, Jadiel Andognini
{"title":"Soil carbon fractions in response to mineral and organic fertilizer types and rates","authors":"G. F. Oliveira, Álvaro Luiz Mafra Resources, J. C. Corrêa, Paulo Hentz, Maytê Cechetto, Diego Fernando Roters, Marco Segalla Prazeres, Jadiel Andognini","doi":"10.36783/18069657rbcs20220132","DOIUrl":"https://doi.org/10.36783/18069657rbcs20220132","url":null,"abstract":": The use of organic fertilizers from pig slurry and poultry litter can increase soil organic carbon and crop productivity. This study aimed to evaluate soil organic carbon fractions and corn yield after applying organic and mineral fertilizers. The experiment was conducted in the western region of Santa Catarina State, southern Brazil on a Nitossolo Vermelho Eutroférrico típico (Rhodic Kandiudox). The production system was an integrated crop-livestock using corn and soybean in the summer and black oat and rye with grazing by sheep in the winter. The experimental design was randomized blocks, with treatments in factorial 5 × 3 + 1, with four replications, five sources of fertilizers, three rates and the control with no fertilization. The treatments were three organic fertilizers: poultry litter, pig slurry and compost from pig slurry and two minerals fertilizer (M1 and M2). Mineral fertilizers were formulated from pig slurry (M1) and poultry litter (M2), with the application of three rates, which represent 75, 100 and 150 % of the recommendation for the crop, based on the element that is most demanding by the plant (K for soybeans and N for corn). Soil samples were collected at the layers of 0.00-0.05, 0.05-0.10 and 0.10-0.20 m in which fractions of total soil organic carbon (TOC), namely particulate (POC) and mineral-associated organic carbon (MAC) were determined. Corn yield was evaluated in the 2018/2019 and 2019/2020 seasons. The results were analyzed through analysis of variance to compare sources and polynomial regression analysis for fertilizer rates. The MAC fraction has a higher proportion of TOC and its contents were higher with increasing rates of organic and mineral fertilizers, mainly in the surface layer. Poultry litter and compost fertilizers increased TOC’s particulate fraction (POC), showing the highest levels at the highest fertilization recommendation rate. Organic and mineral fertilizers positively increase corn yield, and animal-derived fertilizers show that they can be an alternative for high crop yields.","PeriodicalId":21215,"journal":{"name":"Revista Brasileira De Ciencia Do Solo","volume":"1 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69747313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Soil properties changing and carbon losses by anthropic drainage in savanna palm swamp (vereda), central Brazil 巴西中部热带稀树草原棕榈沼泽(vereda)人为排水导致的土壤性质变化和碳损失
IF 1.7 4区 农林科学
Revista Brasileira De Ciencia Do Solo Pub Date : 2023-05-08 DOI: 10.36783/18069657rbcs20220144
Gilsonley Lopes dos Santos, Eduardo Carvalho Silva, Tiago Stumpf da Silva, E. M. Costa, Sidinei Júlio Beutler, Claudio Gomes da Silva, R. Delgado, I. Horák‐Terra, M. G. Pereira
{"title":"Soil properties changing and carbon losses by anthropic drainage in savanna palm swamp (vereda), central Brazil","authors":"Gilsonley Lopes dos Santos, Eduardo Carvalho Silva, Tiago Stumpf da Silva, E. M. Costa, Sidinei Júlio Beutler, Claudio Gomes da Silva, R. Delgado, I. Horák‐Terra, M. G. Pereira","doi":"10.36783/18069657rbcs20220144","DOIUrl":"https://doi.org/10.36783/18069657rbcs20220144","url":null,"abstract":": In the Cerrado, the palm swamps ( veredas ) are characterized by being humid and stable environments that lead to the formation of Histosols ( Organossolos ). and soils with surface horizons of organic constitution, which are fragile and sensitive to anthropic action. This study aimed to evaluate the impact of anthropization (recurrent forest fires and livestock farming) on the chemical, physical and morphological properties of soils in two palm swamps in the Environmental Preservation Area (EPA) of Pandeiros River, Minas Gerais, namely: Água Doce, in preserved condition, and Taboa, in anthropized condition. Four soil profiles were morphologically described, two profiles in each palm swamp, with subsequent chemical and physical analyses, calculations of organic carbon stock and identification of the origin of organic matter. The results were analyzed using descriptive statistics and Pearson’s correlation coefficient. Soil morphological properties were influenced by vegetation cover, drainage and anthropization conditions. As for the physical and chemical properties, adequate values were observed in the preserved palm swamp, including lower bulk density values and higher cation contents. Anthropic actions in the anthropized palm swamp caused degradation of soils, revealed by subsidence, reduction in organic carbon content, increase in bulk density and decrease in fertility. Changes promoted in the soils of the palm swamps compromise ecosystem services, indicating that actions at either local or governmental level should be stimulated for the preservation and conservation of these environments.","PeriodicalId":21215,"journal":{"name":"Revista Brasileira De Ciencia Do Solo","volume":"1 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69747954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Straw management effects on global warming potential and yield-scaled greenhouse gas emissions in a subtropical rice ecosystem 秸秆管理对亚热带水稻生态系统全球变暖潜力和产量规模温室气体排放的影响
IF 1.7 4区 农林科学
Revista Brasileira De Ciencia Do Solo Pub Date : 2023-05-01 DOI: 10.36783/18069657rbcs20220134
Eduardo Lorensi de Souza, D. A. Weiler, C. Bayer, E. Marchesan, Bruno Chaves, Getúlio Elias Pilecco, R. Schmatz, S. Giacomini
{"title":"Straw management effects on global warming potential and yield-scaled greenhouse gas emissions in a subtropical rice ecosystem","authors":"Eduardo Lorensi de Souza, D. A. Weiler, C. Bayer, E. Marchesan, Bruno Chaves, Getúlio Elias Pilecco, R. Schmatz, S. Giacomini","doi":"10.36783/18069657rbcs20220134","DOIUrl":"https://doi.org/10.36783/18069657rbcs20220134","url":null,"abstract":": Global warming potential (GWP) of rice paddies depends on straw management. This study evaluated methane (CH 4 ) and nitrous oxide (N 2 O) emissions and soil C stocks to determine GWP and yield-scaled GWP under different strategies and intensities of rice straw management in a subtropical climate. We hypothesized that decreasing soil management intensity and straw incorporation in the soil would reduce GWP. Methane fluxes were substantially higher during the rice growing season than in the off-season, while the opposite was observed for N 2 O fluxes. The cumulative emissions of CH 4 during the growing season among the straw management strategies evaluated ranged from 165.8 to 586.0 kg ha -1 . Annual CH 4 emissions were lower when soil and straw received some type of management compared to no-tillage. Daily N 2 O fluxes ranged from -2.8 to 201.7 g ha -1 day -1 ; cumulative N 2 O emissions during the off-season ranged from 455.2 to 2816.5 g ha -1 . During the off-season, strategies to reduce N 2 O emissions include post-harvest straw incorporation using a disc harrow, winter straw removal, and ryegrass cropping. Soil organic C stocks ranged from 35.96 to 38.36 Mg ha -1 . Straw management using a disc harrow reduced soil organic C stocks, with more adverse effects than straw removal. Soil and rice straw management did not affect rice grain yield, with an average of 10.4 Mg ha -1 . Methane emissions were the main component of GWP in all straw management systems. The contribution of N 2 O emissions to GWP was small and mostly (>85 %) determined by off-season emissions. Yield-scaled GWP ranged from 0.64 to 1.06 Mg CO 2 eq Mg -1 yield and was lower when soil and straw management systems occurred shortly after the rice harvest. Our results indicate that soil and straw management immediately after rice harvest reduces CH 4 emissions, GWP, and yield-scaled GWP.","PeriodicalId":21215,"journal":{"name":"Revista Brasileira De Ciencia Do Solo","volume":" ","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46439821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Soil organic carbon fractions in agroforestry system in Brazil: seasonality and short-term dynamic assessment 巴西农林系统土壤有机碳含量的季节性和短期动态评估
IF 1.7 4区 农林科学
Revista Brasileira De Ciencia Do Solo Pub Date : 2023-05-01 DOI: 10.36783/18069657rbcs20220095
P. S. Matos, L. Pinto, Sandra Santana de Lima, Thassiany de Castro Alves, Eduardo Pellegrino Cerri, M. G. Pereira, E. Zonta
{"title":"Soil organic carbon fractions in agroforestry system in Brazil: seasonality and short-term dynamic assessment","authors":"P. S. Matos, L. Pinto, Sandra Santana de Lima, Thassiany de Castro Alves, Eduardo Pellegrino Cerri, M. G. Pereira, E. Zonta","doi":"10.36783/18069657rbcs20220095","DOIUrl":"https://doi.org/10.36783/18069657rbcs20220095","url":null,"abstract":"","PeriodicalId":21215,"journal":{"name":"Revista Brasileira De Ciencia Do Solo","volume":" ","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45430105","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Soil nitrogen transformation and functional microbial abundance in an agricultural soil amended with biochar 生物炭改良农用土壤氮素转化与功能微生物丰度
IF 1.7 4区 农林科学
Revista Brasileira De Ciencia Do Solo Pub Date : 2023-04-14 DOI: 10.36783/18069657rbcs20220156
Junnan Ding
{"title":"Soil nitrogen transformation and functional microbial abundance in an agricultural soil amended with biochar","authors":"Junnan Ding","doi":"10.36783/18069657rbcs20220156","DOIUrl":"https://doi.org/10.36783/18069657rbcs20220156","url":null,"abstract":": Biochar soil amendments are attracting attention as one strategy to improve soil microbially ecological environment and regulate the soil nitrogen cycle. This study aimed to evaluate the effects of biochar application on agricultural soil improvement, nitrogen (N) mineralization and nitrification. The experiment was carried out on a typical farmland containing black soil and saline-alkaline soil in Northeast China. Four treatments were undertaken, including the control-treated black soil farmland (CS), the biochar-treated black soil farmland (BCS), the control-treated saline-alkali soil farmland (SAS), and the biochar-treated saline-alkaline soil farmland (BSAS). Basic physical and chemical properties, enzyme activity, and the contents of ammonium-nitrogen (NH 4+ -N) and nitrate-nitrogen (NO 3--N) in the soil were subsequently determined. The co-occurrence networks of bacterial communities of the biochar and control treatment groups were constructed based on high-throughput sequencing data of the 16S rRNA genes. The results showed that the BCS and BSAS treatments significantly increased the contents of soil organic matter, total nitrogen, total phosphorus, and available phosphorus. The application of biochar significantly increased the NH 4+ -N contents in the black soil and saline-alkaline soil by 81.78 and 80.08 %, respectively, while significantly reducing the soil NH 4+ -N/NO 3--N content, which promoted the transformation of NH 4 + -N into NO 3 - -N. Subsequently, the released NH 4 + -N was transformed into NO 3 - -N through nitrification. After the biochar application, the NO 3--N contents in the black and saline-alkaline soils could be fixed. The biochar application significantly increased the abundance of gdh , AOA-amo A, AOB-amo A, nir K, nir S, nos Z, and nif H genes, with no significant difference in the abundance of nap A genes being found among different treatments. Microbes playing a key role in the co-occurrence network were Proteobateria, Acidobacteria, Bacteroidetes, Actinobacteria, and Chloroflexi. As compared with the CS and SAS treatments, under the BCS+BSAS treatment, the connectors, module hubs, connectedness, and clustering coefficient showed larger parameters, and the networks were more complex. The application of biochar gradually increased the nodes, edges, and average degree of the bacterial co-occurrence network, thus indicating that the interaction between microbial groups in the black and saline-alkaline soils post biochar application may be important in the biogeochemical cycle process in farmland soil.","PeriodicalId":21215,"journal":{"name":"Revista Brasileira De Ciencia Do Solo","volume":"1 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69748212","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Application of organic and mineral fertilizers increases carbon fractions in two classes of aggregates in an Integrated Crop-Livestock System 施用有机肥和矿肥增加了作物-牲畜综合系统中两类团聚体的碳组分
IF 1.7 4区 农林科学
Revista Brasileira De Ciencia Do Solo Pub Date : 2023-04-14 DOI: 10.36783/18069657rbcs20220044
G. F. Oliveira, Á. L. Mafra, J. C. Corrêa, Paulo Hentz, Maytê Cechetto
{"title":"Application of organic and mineral fertilizers increases carbon fractions in two classes of aggregates in an Integrated Crop-Livestock System","authors":"G. F. Oliveira, Á. L. Mafra, J. C. Corrêa, Paulo Hentz, Maytê Cechetto","doi":"10.36783/18069657rbcs20220044","DOIUrl":"https://doi.org/10.36783/18069657rbcs20220044","url":null,"abstract":": Application of organic fertilizers of animal origin can increase organic carbon in the soil and increase its content in macroaggregates. This study aimed to evaluate carbon contents and fractions in two classes of soil aggregates in response to the application of organic and mineral fertilizers in an integrated crop-livestock system. The experiment was established in Concórdia, Santa Catarina State, in a Nitossolo Vermelho Eutroférrico típico , (Rhodic Kandiudox according to the WRB system) (0.00-0.05, 0.05-0.10, and 0.10-0.20 m), in an integrated crop-livestock, with corn and soybean in the summer, black oat and rye in the winter, shepherded by sheep. The design used was randomized blocks, with treatments in factorial design (5 × 3 + 1), with four replications, five sources of fertilizers, three rates and the control with no fertilization. Three organic fertilizers were applied: poultry litter, pig manure and compost; and two minerals fertilizers: M1 (formulated according to the composition of the pig slurry) and M2 (adjusted according to the composition of the poultry litter), combined with three applications rates, corresponding to 75, 100 and 150 % of the recommendation for the crop of interest, based on the element with greater demand. Total organic carbon (TOC), particulate (POC) and mineral-associated organic carbon (MAC) contents were determined in two classes of soil aggregates C1 (8.00 to 4.76 mm) and C2 (4.76 to 2.00 mm), in samples collected in the 2018/2020 crop season. Crop yields were determined in every season. The results were analyzed using analysis of variance to compare sources and polynomial regression analysis for fertilizer rates. The soil has high aggregate stability, even so, the use of organic and mineral fertilizers increased aggregation. The poultry litter organic fertilizer increases aggregation, forming largely aggregates with a size of 8.00-4.76 mm, and increases the contents of total fractions of soil organic carbon, providing the system with a more stabilized carbon. In the 0.00-0.05 m layer, organic fertilizers increased the content of total organic carbon. The stabilized fraction (MAC) showed a higher proportion of total soil organic carbon than particulate organic carbon (POC).","PeriodicalId":21215,"journal":{"name":"Revista Brasileira De Ciencia Do Solo","volume":"1 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69745412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Digital soil mapping for the Parnaíba River delta, Brazilian semiarid region 巴西半干旱区Parnaíba河三角洲数字土壤制图
IF 1.7 4区 农林科学
Revista Brasileira De Ciencia Do Solo Pub Date : 2023-04-14 DOI: 10.36783/18069657rbcs20220160
J. P. Amorim, G. Valladares, M. G. Pereira, M. Portela, Andréa Maciel Lima
{"title":"Digital soil mapping for the Parnaíba River delta, Brazilian semiarid region","authors":"J. P. Amorim, G. Valladares, M. G. Pereira, M. Portela, Andréa Maciel Lima","doi":"10.36783/18069657rbcs20220160","DOIUrl":"https://doi.org/10.36783/18069657rbcs20220160","url":null,"abstract":": Soil mapping is a permanent demand, but the traditional method does not allow fast execution and low cost. Digital soil mapping (DSM) aims to improve the process by working with models that treat soil spatial variability quantitatively. In this perspective, the objective of the study is to perform DSM of the Parnaíba River Delta, Northeastern Brazil, through the decision tree (DT) integration technique using a set of attributes derived from the digital elevation model (DEM) and satellite images as input parameters. Data matrices were created considering different soil groups. The performance of the J48 machine learning algorithm (DT) was assessed for a set of two data matrices: one elaborated for the mapping units of the pre-existing conventional pedological map and the other for a set of associations determined based on the characteristics of the landscape of the study area with close correlation with the existing soils, mainly due to the source material. From the data processing, digital soil maps were created and validated by means of error matrices, whose reference points were classified in the field and validated using a pre-existing traditional soil map of the area. The results revealed that the attributes derived from satellite images stood out from those derived from DEM in predicting soil groups. Based on the validation coefficients applied (overall accuracy, Kappa index, user’s accuracy and producer’s accuracy), the classification quality was satisfactory, despite the complexity of the environment.","PeriodicalId":21215,"journal":{"name":"Revista Brasileira De Ciencia Do Solo","volume":"1 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69748075","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Litterfall production, decomposition and litter nutrient contents in a mined area revegetated with different forest species 不同林种复植矿区凋落物产量、分解及凋落物养分含量
IF 1.7 4区 农林科学
Revista Brasileira De Ciencia Do Solo Pub Date : 2023-04-14 DOI: 10.36783/18069657rbcs20220122
Fernanda Daniele de Almeida Valente, M. Castro, José Ferreira Lustosa, Aldo Teixeira Lopes, S. R. Borges, L. Gomes, J. C. L. Neves, I. Silva, T. S. Oliveira
{"title":"Litterfall production, decomposition and litter nutrient contents in a mined area revegetated with different forest species","authors":"Fernanda Daniele de Almeida Valente, M. Castro, José Ferreira Lustosa, Aldo Teixeira Lopes, S. R. Borges, L. Gomes, J. C. L. Neves, I. Silva, T. S. Oliveira","doi":"10.36783/18069657rbcs20220122","DOIUrl":"https://doi.org/10.36783/18069657rbcs20220122","url":null,"abstract":": Afforestation of sites disturbed after bauxite mining is the favorite technique to restore all ecosystem functions. The nature of the tree species used for revegetation of post-mining land can accelerate the recovery of soil organic matter and nutrient cycles. This study aimed to determine the litterfall production, decomposition rate and nutrient content from three types of forest cover ( Eucalyptus , Anadenanthera peregrina , mixed plantation of 16 native species) planted in a bauxite mining area in recovery. Litterfall production was evaluated monthly over 30 months, and the litter mass was assessed twice a year (dry and rainy periods). Total nutrient content was determined from samples grouped by period (dry and rainy). The annual average values for litterfall dry mass and litter mass were higher in Eucalyptus and mixed native. The period (dry or rainy) did not influence litterfall rates in A. peregrina , but Eucalyptus and mixed native presented higher amounts for litterfall during the rainy and dry periods, respectively. Litter accumulation in Eucalyptus was not affected by the season of the year, but mixed native and A. peregrina presented higher litter accumulation in the dry season. Apparent decomposition rates of A. peregrina and mixed native were higher in the rainy season, highlighting the A. peregrina with the highest values compared with the other forest covers. The mixed native presented the highest leaf content of P, K, Ca and Mg in both the litterfall and litter mass, while Eucalyptus had the lowest P, K, Ca, S and N content and the highest C content in the litterfall. Litterfall production is important in degraded areas to ensure the nutrient return to the soil. The data obtained suggest that the cultivation of a mixed of 16 native trees contribute for produce the higher annual litterfall yields, besides produces leaf litterfall of better nutritional quality in relation to P, K, Ca, Mg and S. Therefore, mixed of native trees can be a promising option for reactivation of nutrient cycling and organic matter formation in mined area of bauxite in the Brazilian Atlantic Forest","PeriodicalId":21215,"journal":{"name":"Revista Brasileira De Ciencia Do Solo","volume":"1 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69746854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Spatial multivariate optimization for a sampling redesign with a reduced sample size of soil chemical properties 减少土壤化学性质样本数量的采样重新设计的空间多元优化
IF 1.7 4区 农林科学
Revista Brasileira De Ciencia Do Solo Pub Date : 2023-04-07 DOI: 10.36783/18069657rbcs20220072
T. C. Maltauro, L. P. C. Guedes, M. Uribe-Opazo, L. E. D. Canton
{"title":"Spatial multivariate optimization for a sampling redesign with a reduced sample size of soil chemical properties","authors":"T. C. Maltauro, L. P. C. Guedes, M. Uribe-Opazo, L. E. D. Canton","doi":"10.36783/18069657rbcs20220072","DOIUrl":"https://doi.org/10.36783/18069657rbcs20220072","url":null,"abstract":": Precision agriculture can improve the decision-making process in agricultural production, as it gathers, processes and analyzes spatial data, allowing, for example, specific fertilizer application in each location. One of the proposals to deal with spatial heterogeneity of the soil or the distribution of chemical properties is to define application zones (homogeneous subareas). These zones allow reducing both spatial variability of the yield of the crop under study and of the environmental impacts. Considering the soil data, application zones can also represent strata or indicators to direct future soil sampling, thus seeking sample size reduction, for example. This study aimed to obtain an optimized sampling redesign using application zones generated from the assessment of five clustering methods (Fuzzy C-means, Fanny, K-means, McQuitty and Ward). Soil samples were collected in an agricultural area located in the city of Cascavel-Paraná-Brazil, and analyzed in the laboratory to determine the soil chemical properties, referring to four soybean harvest years (2013-2014, 2014-2015, 2015-2016 and 2016-2017). The application zones were obtained through a dissimilarity matrix that aggregates information about the Euclidean distance between the sample elements and the spatial dependence structure of the properties. Subsequently, an optimized sampling redesign, with reduction of the initial sample points, was obtained in these application zones. For the harvest years under study, the K-means and Ward clustering methods efficiently defined the application zones, dividing the study area into two or three application zones. Among the reduced sample configurations obtained by the optimization process, when comparing the initial sample configuration, the one optimized by 25 % (selecting 75 % of the initial configuration points, which corresponds to 76 sample points) was the most effective in terms of the accuracy indices (overall accuracy, Kappa, Tau). This fact indicates greater similarity between the thematic maps of these sample configurations. In this way, the reduced sample configurations could be used to generate the application zones and reduce the costs regarding the laboratory analyses involved in the study.","PeriodicalId":21215,"journal":{"name":"Revista Brasileira De Ciencia Do Solo","volume":"1 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69751650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Soil quality indicators for monitoring the short-term effects of mined soil rehabilitation strategies for bauxite 监测铝土矿开采土壤修复策略短期效果的土壤质量指标
IF 1.7 4区 农林科学
Revista Brasileira De Ciencia Do Solo Pub Date : 2023-04-07 DOI: 10.36783/18069657rbcs20220126
D. M. Cavalcante, I. Silva, T. S. Oliveira
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