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Human health risks associated to trace elements and metals in commercial fish from the Brazilian Amazon
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作者 Andrea V.Waichman Gabriel Silva de Souza Nunes +2 位作者 Rhaul de Oliveira Isabel López-Heras Andreu Rico 《Journal of Environmental Sciences》 2025年第2期230-242,共13页
Fish constitutes the main protein source for the Amazonian population.However,the impact of different anthropogenic activities on trace element and metal accumulation in fish and their risks for human health at a regi... Fish constitutes the main protein source for the Amazonian population.However,the impact of different anthropogenic activities on trace element and metal accumulation in fish and their risks for human health at a regional scale remain largely unexplored.Here we assessed exposure levels of 10 trace elements andmetals(Cr,Mn,Fe,Ni,Cu,Zn,As,Cd,Pb,and Hg)in 56 samples belonging to 11 different species of fish from the Brazilian Amazon.We studied the relationship between exposure levels,fish origin,and fish feeding habits,and assessed toxicological and carcinogenic risks for the Amazonian population.No significant correlation was found between sampling site and exposure levels to the studied elements,but a significant difference was found between the accumulation of some metals and the position of the fish species in the food chain.The concentrations of Cr and Hg in fish flesh were found to exceed the Brazilian limits for human consumption.This study shows that current fish consumption patterns can lead to estimated daily intakes of Hg,As and Cr that exceed the oral reference dose,thus posing a toxicological concern.Furthermore,carcinogenic risks may be expected due to the continued exposure to Cr and As.The results of this study show that the consumption of wild caught fish in the Amazon region should be controlled.Moreover,continued monitoring of trace element and metal contamination in fish and on the health of the Amazonian population is recommended,particularly for riverine and indigenous communities. 展开更多
关键词 METALS DEFORESTATION Mining Freshwater ecosystems Carcinogenic risks AMAZON
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Influences of Amazonian White and Black Waters on the Hematological and Biochemical Plasma Features of Arapaima gigas (Osteoglossiformes)
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作者 Cleverson Agner Ramos Jose Carlos Nunes Raulino +5 位作者 Glauber Cruz de Menezes Iracimar Batista do Carmo Elenice Martins Brasil Elizabeth Gusmao Affonso Oscar Tadeu Ferreira da Costa Marisa Narciso Femandes 《Journal of Life Sciences》 2014年第3期252-261,共10页
The Arapaima gigas, despite being an air breather, its gill structure is quite close to water breathers, especially in early stages of development. The effects of Amazonian waters is well notices in other Teleostei ex... The Arapaima gigas, despite being an air breather, its gill structure is quite close to water breathers, especially in early stages of development. The effects of Amazonian waters is well notices in other Teleostei expose to BW (black water), and WW (white water). However, information about hematological adjustments and its implications to ionic regulation patters are scarce. Therefore, our aim was to analyzed A. gigas hematological parameters when exposed to BW and WW providing suitable hematological data concerning about physiological responses in Amazonian waters. Fish were acclimated in three separated ponds containing BW, WW and well water as control (C). Blood samples were taken from the caudal vessel in order to perform measurement assays on levels of hemoglobin, hematocrit, mean corpuscular volume, corpuscular hemoglobin, corpuscular hemoglobin concentration, glucose, cholesterol and protein. Our findings corroborate the hypothesis stating that BW does interfere on fish adaptation specialy in smallfish (-100 g). However in largefish (-1,000 g) neither WW or BW can interfere on plasma profile of analysed fish. Despite black water systems being considered a barrier constraining the dispersion of several species, this seems not to be a problem for this specie which has kept its ion-regulatory mechanisms even in black waters. 展开更多
关键词 Amazon fish blood parameters Amazonian waters Pirarucu.
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Prediction Equation of Body Weight of Amazonian Manatee (Trichechus inunguis) Calves in Captivity Using Biometry
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作者 Pierina Mendoza Darwin Loja +1 位作者 Rony Riveros Carlos Vilchez 《Natural Science》 2017年第5期123-132,共10页
The objective of the study was to determine a prediction equation of body weight of Amazonian manatee calves in captivity using their biometry. It was conducted out with 7 calves (4 males and 3 females) of approximate... The objective of the study was to determine a prediction equation of body weight of Amazonian manatee calves in captivity using their biometry. It was conducted out with 7 calves (4 males and 3 females) of approximately 8 months of age and average body weight of 29.94 ± 0.055 kg, arranged in pools of sufficient size. Biometry and weighing were performed periodically, with the following measurements: body weight (BW), total curved length (TCL), total length (TL), circumference (CIR), fin width (FW), tail width (TW) and peduncle (PED). Data were subjected to Pearson correlation analysis and linear regression, using the statistical software IBM SPSS 24.0. The results showed a significant correlation (P R2 = 0.855, R2aj = 0.852). In addition, three linear multiple regression equations of BW were calculated using the predictor variables previously analyzed by Person correlation analysis. The equation that used all biometric measurements (TCL, TL, FW, TW, CIR and PED) had the highest coefficient of determination and the lowest estimation error to predict BW. In conclusion, the biometric measurements of TCL, TL, FW, TW, CIR and PED showed a high correlation with the BW and can be used as predictive variables of BW of manatee calves, as they are easy to be measured. 展开更多
关键词 Amazonian MANATEE (Trichechus inunguis) BIOMETRIC Measurements Body WEIGHT WEIGHT Prediction Correlation
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Evaluation of Milk Compositional Quality and Mammary Gland Health of Dairy Herds in the Southwestern Brazilian Amazon
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作者 Luciana G. Brito José R. Vieira Júnior +6 位作者 Fábio da S. Barbieri Rodrigo B. Rocha Marivaldo R. Figueiró Websten C. da Silva Gilvânia L. O. Carvalho José de Arimatéia Silva Guilherme N. Souza 《Open Journal of Veterinary Medicine》 2016年第9期139-148,共11页
Samples of raw milk from bulk cooling tanks were collected in five municipalities of the Southwestern Brazilian Amazon to establish the prevalence of Staphylococcus aueus and Streptococcus agalactiae, as well as to ev... Samples of raw milk from bulk cooling tanks were collected in five municipalities of the Southwestern Brazilian Amazon to establish the prevalence of Staphylococcus aueus and Streptococcus agalactiae, as well as to evaluate the milk composition and its correlation with the bulk tank somatic cell count (BTSCC). A total of 250 samples were collected to investigate the causal agents of bovine mastitis in whole milk, from 50 bulk milk tanks in each municipality. Under laboratory conditions, the samples were diluted to 1/10 and 1/100, and samples of 0.1 ml from each dilution were plated in triplicate on selective media for Staphylococcus aureus and Streptococcus agalactiae. To evaluate the correlation between the major milk components (fat, protein and lactose) and the BTSCC, samples were collected for 18 months from 73 dairy herds. The presence of the above-mentioned contagious mastitis pathogens was detected in 97.2% (243/250) of refrigerated raw milk samples evaluated. Analysis of the major milk components and BTSCC demonstrated that during the study period, fat compo-nent showed the largest variance, followed by protein and lactose, which also showed significant variances. 展开更多
关键词 Bulk Tank Somatic Cell Count Udder Health Milk Quality Amazon Region
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Extreme Rainfall Events over the Amazon Basin Produce Significant Quantities of Rain Relative to the Rainfall Climatology
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作者 Adriane Lima Brito Jose Augusto Paixao Veiga Marcos Cezar Yoshida 《Atmospheric and Climate Sciences》 2014年第2期179-191,共13页
Although much effort has been made to characterize and understand extreme rainfall’s causes and effects, little is known about their frequency and intensity. Moreover, knowledge about their contribution to the total ... Although much effort has been made to characterize and understand extreme rainfall’s causes and effects, little is known about their frequency and intensity. Moreover, knowledge about their contribution to the total rainfall climatology is still minimal, especially over the Amazon where rainfall data are very scarce. In this paper we propose to classify extreme rainfall events by type and analyze their frequency and intensity over South America with a focus on the Amazon basin. Gridded daily data from the MERGE/CPTEC product over a period of 15 years (1998–2013) was used. An adaptation of Rx5d climate index was applied to select different kinds of extreme rainfall for the purpose of quantifying their frequency and intensity as well as their contribution to the accumulated rainfall climatology. According to the results, all kinds of extreme rainfall events can be observed over the studied area. However, the quantity of rainfall produced by each type is different, and consequently their percent contributions to the total accumulated rainfall climatology also differ. For example: in the Amazon region EET-I is responsible for 15% - 40% of the total accumulated rainfall. Moreover, in the Brazilian northeast there are regions where EET-I exceeds 40% of the total rainfall. In northeast Brazil EET-II is responsible up to 30% of the total accumulated rainfall. EET-III is responsible for 5% - 15% in the Amazon basin, 25% - 45% in northeast Brazil and 10% - 45% over Roraima State. Area-mean time variation shows that the quantity of rainfall extremes over the Amazon basin was reduced during the El Nino years of 2002, 2005, 2007 and 2010, while during the La Ni?a episodes of 1999, 2008 and 2011 the quantity of rainfall related to the extremes increased. 展开更多
关键词 Extreme Rainfall Events CLIMATOLOGY AMAZON
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Green Fertilization Enhances the Photosynthetic Performance and the Growth of Leguminous Trees for Restoration Plantation in Central Amazon 被引量:1
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作者 Roberto Kirmayr Jaquetti Jose Francisco de Carvalho Goncalves +3 位作者 Joao Baptista Silva Ferraz Marciel J.Ferreira Ulysses Moreira dos Santos Junior Claudivan Feitosa de Lacerda 《American Journal of Plant Sciences》 2014年第16期2497-2508,共12页
The leguminous tree species Dipteryx odorata (Aubl.) Willd. and Inga edulis Mart. were grown in the field to reforest a degraded area. To investigate the photosynthetic responses and the initial growth of Amazonian fo... The leguminous tree species Dipteryx odorata (Aubl.) Willd. and Inga edulis Mart. were grown in the field to reforest a degraded area. To investigate the photosynthetic responses and the initial growth of Amazonian forest species under fertilization, the study species were subjected to different treatments: T1 = unfertilized-control, T2 = chemical fertilization, T3 = green fertilization and T4 = green and chemical fertilization. D. odorata showed the highest absolute growth rates in height under treatments T4 (10.2 cm&middotmonth-1) and T2 (12.2 cm&middotmonth-1). I. edulis exhibited the best performance for this same parameter in T4 (23.0 cm&middotmonth-1). The highest photosynthesis values (Pn) for both D. odorata (13.1 μmol&middotm-2&middots-1) and I. edulis (20.6 μmol&middotm-2&middots-1) were found in T4. The two species also showed the highest performance index values (PIABS) under T4 (D. odorata = 2.9 and I. edulis = 5.2). Our results suggest that the combination of green and chemical fertilization was the most effective of the four treatments evaluated for improving the photosynthetic performance and the growth of both species during the initial establishment of the species in a degraded area. 展开更多
关键词 PHOTOSYNTHESIS Chlorophyll a Fluorescence Chloroplastid Pigment Contents Dipteryx odorata Inga edulis
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Is There a Literature From the State of Amazon?
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作者 Francisca de Lourdes Souza Louro Jamescley Almeida de Souza 《Sino-US English Teaching》 2017年第5期333-343,共11页
I have chosen this title because it represents a question which floats over the existence of literariness in authors from State of Amazon. Literariness, from Jakobson's viewpoint, is the number of proprieties which c... I have chosen this title because it represents a question which floats over the existence of literariness in authors from State of Amazon. Literariness, from Jakobson's viewpoint, is the number of proprieties which characterizes the literary language. In this regard, the literary text distinguishes itself for the fact of transforming realities and for use it as model to create "fantastic" worlds, which exist only in the texts, once they set up themselves through metaphors, caricature, allegory, and likelihood. Formalists declare that the object of literary science must be studied from the specific particularities that differentiate the literary objects of all other subject. There is a book, written by the poet Jorge Tufic, which raises that same question, and finally responds: "there is a lost language which must be recovered" to better understand that we can be a new research and creativity field. I have chosen then, for this study, three tales oftbe writer Arthur Engr^cio to discuss this question. It is aimed at contributing, in a general way, to the knowledge of the literature produced by Engr^cio, as well as to extend it to other perspectives heretofore little studied. 展开更多
关键词 LITERARINESS TALE caboclo language (literature) literary science
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Utilization of Synthetic Coarse Aggregate of Calcined Clay in Asphalt Mixtures in the Amazon Region
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作者 Nilton de Souza Campelo Arlene Maria Lameo da Silva Campos Aroldo Figueiredo Aragao 《Journal of Geological Resource and Engineering》 2018年第1期30-36,共7页
There are high costs in paving services in the Brazilian Amazon region, mainly due to the lack of coarse aggregate--pebble or crushed stone---in addition to the elevated rainfall and the high geographic expanse of the... There are high costs in paving services in the Brazilian Amazon region, mainly due to the lack of coarse aggregate--pebble or crushed stone---in addition to the elevated rainfall and the high geographic expanse of the region. The natural coarse aggregate often used in that region is extracted from the riverbeds a distance no less than 500 km from the major cities. In search of a technical, economic and environmental alternative to work around the problem, using an unconventional material that could replace the pebble or crushed stone, a study was carded out on natural clay, considered an abundant mineral resource, especially in the Amazon Basin. A manual mill was used for this purpose, consisting of four square metal nozzles of dimensions 12.7 mm, 9.5 mm, 4.8 mm and 2.0 mm, used for moulding the wet ribbon clay. After that, firing was carried out at temperatures of 780℃, 850℃, 950℃, 1,050 ℃ to 1,150℃ A comparative analysis between conventional hot mixed asphalt--using pebble as coarse aggregate--and that employing synthetic aggregate was made. In a general way, hot mixed asphalt using synthetic aggregate showed excellent results of physical and mechanical properties, in relation to the conventional mixture, mainly at higher temperature of aggregate calcination. 展开更多
关键词 Synthetic aggregate calcined clay asphalt concrete burning temperature.
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Multiscalar Geomorphometric Generalization for Soil-Landscape Modeling by Random Forest: A Case Study in the Eastern Amazon
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作者 Cauan Ferreira Araújo Raimundo Cosme de Oliveira Junior Troy Patrick Beldini 《Journal of Geographic Information System》 2021年第4期434-451,共18页
Multiscalar topography influence on soil distribution has a complex pattern that is related to overlay of pedological processes which occurred at different times, and these driving forces are correlated with many geom... Multiscalar topography influence on soil distribution has a complex pattern that is related to overlay of pedological processes which occurred at different times, and these driving forces are correlated with many geomorphologic scales. In this sense, the present study tested the hypothesis whether multiscale geomorphometric generalized covariables can improve pedometric modeling. To achieve this goal, this case study applied the Random Forest algorithm to a multiscale geomorphometric database to predict soil surface attributes. The study area is in phanerozoic sedimentary basins, in the Alter do Ch<span style="white-space:nowrap;">&#227;</span>o geological formation, Eastern Amazon, Brazil. The multiscale geomorphometric generalization was applied at general and specific geomorphometric covariables, producing groups for each scale combination. The modeling was run using Random Forest for A-horizon thickness, pH, silt and sand content. For model evaluation, visual analysis of digital maps, metrics of forest structures and effect of variables on prediction were used. For evaluation of soil textural classifications, the confusion matrix with a Kappa index, and the user’s and producer’s accuracies were employed. The geomorphometry generalization tends to smooth curvatures and produces identifiable geomorphic representations at sub-watershed and watershed levels. The forest structures and effect of variables on prediction are in agreement with pedological knowledge. The multiscale geomorphometric generalized covariables improved accuracy metrics of soil surface texture classification, with the Kappa Index going from 43% to 62%. Therefore, it can be argued that topography influences soil distribution at combined coarser spatial scales and is able to predict soil particle size contents in the studied watershed. Future development of the multiscale geomorphometric generalization framework could include generalization methods concerning preservation of features, landform classification adaptable at multiple scales. 展开更多
关键词 Digital Soil Mapping Upscaling Machine Learning Random Forest Algorithm Multiscale Geomorphometric Generalization
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Epidemiology and Clinical Features of Mycobacterium avium Complex Pulmonary Disease in a Brazilian Amazon Cohort
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作者 Jose Tadeu Colares Monteiro Adriana Rodrigues Barretto +9 位作者 Ruan Seguin Azevedo Quaresma Bianca Miranda Gouveia Ismari Perini Furlaneto Victória Menezes da Costa Yan Corrêa Rodrigues Layana Rufino Ribeiro Ricardo J. de Paula Souza e Guimarães Alex Brito Souza Ana Roberta Fusco da Costa Karla Valéria Batista Lima 《Advances in Microbiology》 CAS 2024年第6期287-302,共16页
The incidence of Mycobacterium avium complex pulmonary disease (MACPD) has been globally increasing. The present study aims to provide a comprehensive analysis of clinical characteristics and treatment response among ... The incidence of Mycobacterium avium complex pulmonary disease (MACPD) has been globally increasing. The present study aims to provide a comprehensive analysis of clinical characteristics and treatment response among patients in the Amazon region of Brazil and conduct a retrospective cohort study at a prominent referral hospital in the State of Par, Brazil, from 2012 to 2020. The M. avium group represented 58.9% of cases, followed by M. intracellulare (35.7%), M. colombiense (3.6%), and M. chimaera (1.8%). The majority of patients (73.2%) were female and with an average age of 63 years. Primary clinical manifestations included persistent cough and sputum production. The Charlson comorbidity index (CCI) averaged 2.47, with 36.3% of patients having a CCI score equal to higher than 3. Notably, over 70% of patients had received treatment for pulmonary tuberculosis before initiating treatment for MAC infection. The fibrocavitary radiologic form was the most prevalent (55.4%), frequently exhibiting a bilateral distribution (53.6%). Antimicrobial susceptibility revealed a significant prevalence of MAC resistance to drugs in the therapeutic regimen. Despite this, most of the patients experienced clinical improvement (50%). In conclusion, this study highlights a higher prevalence of MAC infections among middle-aged women, with a history of pulmonary tuberculosis treatment and presenting the fibrocavitary radiological form was predominant. 展开更多
关键词 MACDP Nontuberculous Mycobacteria Mycobacterium avium Lung Disease
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Groundwater Quality Assessment in Rural Areas of Caapiranga City in Brazilian Amazon
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作者 Juan Daniel Villacis Fajardo Tainára Cunha Gemaque +3 位作者 Giovanni Resende de Oliveira Thiago Archangelo Freato Nancy Andrea Villacis Fajardo Daniel Pereira da Costa 《Journal of Agricultural Science and Technology(B)》 2022年第1期16-23,共8页
About 75% of the entire surface of the planet Earth is covered by water, with only about 3% of freshwater. The Amazon region has the largest freshwater basin in the world and the uncontrolled growth of the population ... About 75% of the entire surface of the planet Earth is covered by water, with only about 3% of freshwater. The Amazon region has the largest freshwater basin in the world and the uncontrolled growth of the population in this region has become a problem concerning water contamination since a large part of the region’s population obtains water from artesian wells. This study aimed to investigate some physical-chemical parameters of groundwater in the municipality of Caapiranga, Amazonas (AM), Brazil. Water samples obtained from 14 tubular wells were evaluated, as well as a sample of surface water from Lake Caapiranga that passes in front of the municipality. The vast majority of water samples showed low pH, and were of the parameters established for drinking water, aquaculture and animal watering. High levels of nitrate are also found in most samples, which indicates contamination of these waters by domestic effluents. In wells 1, 6, 9 11, and 13 the levels of nitrate were very high and can cause serious diseases in people who use this water for consumption. According to the parameters evaluated, the quality of groundwater in 5 of the 14 wells is unfit for human consumption. 展开更多
关键词 Water quality human consumption AQUACULTURE animal consumption HYDROGEOCHEMISTRY POLLUTION
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Leaf Gas Exchange,Photon Capture and Light Harvest in Aldina heterophylla along a Vegetation Gradient in the Amazon Rainforest
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作者 Joao Victor Figueiredo Cardoso Rodrigues José Francisco de Carvalho Goncalves 《American Journal of Plant Sciences》 2014年第10期1477-1488,共12页
Adaptation along environmental gradients is presumed to induce physiological and biochemical leaf changes in plant species. In this paper, we report how leaf gas exchange, photon capture and light harvest for photosyn... Adaptation along environmental gradients is presumed to induce physiological and biochemical leaf changes in plant species. In this paper, we report how leaf gas exchange, photon capture and light harvest for photosynthesis in Aldina heterophylla change along a vegetation gradient from low stature open vegetation on extremely nutrient-poor white sand (Campina, CP), through inter-mediate closet type (Campinarana, CR) to tall closed rain forest (RF). The pigment concentrations did not differ between the CP, CR and RF habitats. The performance index for the photosynthesis (PIABS) of individuals in RF and CP was approximately 30% higher than that in CR individuals. This species showed similar potential rates of photosynthesis in the different vegetation types;however, the dark respiration rates were higher in CP. Our results indicate that the differences in the leaves and soil nitrogen concentrations are not enough to change the levels of gas exchange. Other environmental features may be driving the observed morphological features in this gradient, in particular, the tree height. 展开更多
关键词 Chloroplast Pigments Dark Respiration Net Photosynthesis Physiological Plasticity Tropical Forest Biomass Accumulation
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Contribution of the Incorporation of Poultry Litter and Limestone for the Fertility of Sandy Soil in the Brazilian Amazon
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作者 Juliana Guimaraes Gerola Juan Ricardo Rocha +1 位作者 Stella Cristiani Goncalves Matoso Leandro Dias da Silva 《Natural Resources》 2014年第15期958-967,共10页
Sandy soils have limitations for growing plants. In general, they have low fertility, high toxic aluminum content and low organic matter. The organic matter is responsible for most of the cation exchange capacity of t... Sandy soils have limitations for growing plants. In general, they have low fertility, high toxic aluminum content and low organic matter. The organic matter is responsible for most of the cation exchange capacity of these soils. Added to this, the low clay content and the structure of these soils with large volumes of macropores, determine their low water retention. An alternative is the incorporation of organic waste combined with the practice of liming. Thus, the aim of this study was to evaluate the contribution of the incorporation of poultry litter and limestone in the fertility of sandy soils in the Brazilian Amazon. The experiment was conducted in Colorado do Oeste, RO, on a Quartzipsamment in a completely randomized block design in a 4 × 4 × 2 factorial scheme, corresponding to four doses of poultry litter (0, 5, 10 and 15 mg·ha-1), its incorporation for four times (0, 75, 110 and 145 days) in the presence and absence of 2 mg·ha-1 of limestone, with six replications. The incorporation of 15 mg·ha-1 of poultry litter combined with 2 mg·ha-1 of limestone for 75 days after the merger raises several components of Quartzipsamment fertility, mainly being the availability of phosphorus. 展开更多
关键词 Quartzipsamments Organic Waste LIMING
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Biochar produced from Amazonian agro-industrial wastes:properties and adsorbent potential of Cd^(2+)and Cu^(2+) 被引量:2
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作者 Yan Nunes Dias Edna Santos Souza +5 位作者 Hercilia Samara Cardoso da Costa Leônidas Carrijo Azevedo Melo Evanise Silva Penido Cristine Bastos do Amarante Orivan Maria Marques Teixeira Antonio Rodrigues Fernandes 《Biochar》 2019年第4期389-400,共12页
In the Amazon region,several residues that have been misused can serve as feedstocks for biochar production with the aim of recovering soils contaminated by heavy metals.However,these biochars need to be firstly teste... In the Amazon region,several residues that have been misused can serve as feedstocks for biochar production with the aim of recovering soils contaminated by heavy metals.However,these biochars need to be firstly tested for their adsorption capacity as well as their physicochemical attributes prior to field application.Therefore,this study aimed to characterize and evaluate the adsorption capacities of Cd^(2+)and Cu^(2+)of biochars produced from acai(BA),Brazil nut(BN),and palm kernel cake(BK)residues.Biochars were produced by slow pyrolysis at four different temperatures(400,500,600,and 700℃).The physicochemical properties of the biochars,such as cation exchange capacity,ash,recalcitrance index,and aromaticity were enhanced with increased pyrolysis temperature.The adsorption capacities of Cd^(2+)and Cu^(2+)showed high correlations with the physicochemical properties of biochar,indicating the importance of these characteristics in the adsorption process.Furthermore,the adsorption of Cd^(2+)and Cu^(2+)also increased with the increase in the pyrolysis temperature.In a competitive system,Cd^(2+)exhibited higher adsorption capacity than Cu^(2+)for all biochars.In general,BN showed the highest adsorption capacity,followed by BK and BA.Biochars produced from the Amazonian residues have the potential to improve soil quality when used as amendments in the recovery of soils contaminated with Cd and Cu,representing an environmentally sound technology for the reuse of these residues. 展开更多
关键词 PYROLYSIS Environmental contamination ADSORPTION
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基于Spark的影视推荐系统的设计与实现 被引量:1
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作者 张志刚 游凤芹 +1 位作者 谢叶康 李健 《现代信息科技》 2025年第1期82-87,共6页
在当今信息爆炸的时代,用户在选择影视作品时面临海量的选择。针对当前影视推荐系统在推荐精度、管理效率和扩展性上的不足,文章提出了一种基于Spark框架的解决方案。文章采用Spring Boot和Vue框架进行前后端分离开发,利用Scala编写的Sp... 在当今信息爆炸的时代,用户在选择影视作品时面临海量的选择。针对当前影视推荐系统在推荐精度、管理效率和扩展性上的不足,文章提出了一种基于Spark框架的解决方案。文章采用Spring Boot和Vue框架进行前后端分离开发,利用Scala编写的Spark应用程序结合内容推荐算法,对用户行为数据进行处理和分析。实验结果表明,该系统在大规模数据处理方面表现优异,显著提升了推荐准确率和用户满意度,且具备良好的可扩展性,整体提升了系统的运行效率和用户体验。 展开更多
关键词 SPARK Spring Boot Vue Scala 基于内容的影视推荐
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Application of Big Data Technology in User Behavior Analysis of E-commerce Platforms
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作者 Yanzhao Jia 《Journal of Electronic Research and Application》 2025年第3期104-110,共7页
With the rapid development of the Internet and e-commerce,e-commerce platforms have accumulated huge amounts of user behavior data.The emergence of big data technology provides a powerful means for in-depth analysis o... With the rapid development of the Internet and e-commerce,e-commerce platforms have accumulated huge amounts of user behavior data.The emergence of big data technology provides a powerful means for in-depth analysis of these data and insight into user behavior patterns and preferences.This paper elaborates on the application of big data technology in the analysis of user behavior on e-commerce platforms,including the technical methods of data collection,storage,processing and analysis,as well as the specific applications in the construction of user profiles,precision marketing,personalized recommendation,user retention and churn analysis,etc.,and discusses the challenges and countermeasures faced in the application.Through the study of actual cases,it demonstrates the remarkable effectiveness of big data technology in enhancing the competitiveness of e-commerce platforms and user experience. 展开更多
关键词 Big data technology E-commerce platform User behavior analysis
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Occupancy Based Building Energy Analysis Using Discrete Event Simulation
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作者 Rupa Das Roseline Mostafa Bhaskaran Gopalakrishnan 《Energy Engineering》 2025年第7期2931-2956,共26页
Highly energy-efficient buildings have generated remarkable interest over the last few years.There is a need for simulation based effective control systems for efficient usage of electrical and fossil fuel driven devi... Highly energy-efficient buildings have generated remarkable interest over the last few years.There is a need for simulation based effective control systems for efficient usage of electrical and fossil fuel driven devices,as they contribute to energy-efficient buildings and assist in gaining flexibility for the human occupancy-based energy loads.In this context,the integrated energy profile of a building can be ascertained by effective research approaches,as this knowledge would be beneficial to understand the demographics with respect to human occupancy and activities,as well as estimate varying energy consumption over time.Utility data from Smart Meter(SM)readings can reveal detailed information that could be mapped to predict resident occupancy and the usage patterns of specific types of appliances over desired time intervals.This research develops a user-driven simulation tool with realistic data acquisition options and assumptions of potential human behavior to determine energy usage patterns over time without the utility billing information.In this work,factors such as level of human occupancy,the possibility of space being occupied,thermostat settings,building envelope infrastructural aspects,types of appliances used in households,appliance energy related capacities,and the probability of using each appliance is considered,along with variance in weather,and heating-cooling systems specifications.For five specific benchmarked scenarios,the range of the random numbers is specified based on assumed potential human behavior for occupancy and energy-consuming appliances usage probabilities,with respect to the time of the day,weekday,and weekends.The simulation is developed using the Visual Basic Application(VBA)^(R)in Microsoft Excel^(R),based on the discrete-event Monte Carlo Simulation(MCS).The simulated energy usage and the cost are reflected in the sensitivity analysis by comparing factors such as the level of human occupancy,appliance type,and time intervals. 展开更多
关键词 Utility bill ENERGY SIMULATION residential house
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环境媒介与具身交互:艺术疗愈空间的热点与趋势 被引量:3
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作者 刘毅 谢尘沐 周安迪 《工业工程设计》 2024年第2期85-92,共8页
在人们情绪压力不断增大的当今社会,艺术疗愈以其创造性特征和非语言媒介帮助疗愈对象改善心理或身体状态,旨在讨论艺术疗愈空间中的环境媒介与疗愈过程中的具身交互关系、设计实践与价值。借助CiteSpace可视化软件分析近十年来的重要文... 在人们情绪压力不断增大的当今社会,艺术疗愈以其创造性特征和非语言媒介帮助疗愈对象改善心理或身体状态,旨在讨论艺术疗愈空间中的环境媒介与疗愈过程中的具身交互关系、设计实践与价值。借助CiteSpace可视化软件分析近十年来的重要文献,揭示艺术疗愈的研究现状;运用文献计量学方法,探索环境媒介在艺术疗愈空间的应用,定义环境媒介的具身性、主体间性、沉浸性特征及三者间的关联;以具身交互理论为线索,结合设计案例分析疗愈空间中环境媒体的具身性实践与作用方式,以期进一步探索结合新兴技术的环境媒介未来在我国的应用发展。艺术疗愈空间的环境媒介能具身地影响疗愈对象的交互行为与认知,提高疗愈的效率和质量。环境媒介与具身交互能增进疗愈过程中的不同主体间的体验共享,并辅助疗愈对象沉浸地参与或融入艺术疗愈;数字技术的发展不断地丰富环境媒介的形式,提高艺术疗愈的效果。 展开更多
关键词 艺术疗愈 疗愈空间 具身交互 环境媒介 视觉艺术
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基于超混沌的RBF神经网络图像自适应水印算法 被引量:1
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作者 杨树国 刘庆亮 熊鹏程 《青岛科技大学学报(自然科学版)》 CAS 2018年第5期106-110,118,共6页
为了更好地保护图像版权信息,本工作结合超混沌系统和RBF神经网络,提出一种基于超混沌的RBF神经网络模型加密算法,根据JND(最小可视觉误差)模型实现水印的自适应嵌入,并应用RBF神经网络进行水印信息盲检测。实验研究表明:该算法复杂度... 为了更好地保护图像版权信息,本工作结合超混沌系统和RBF神经网络,提出一种基于超混沌的RBF神经网络模型加密算法,根据JND(最小可视觉误差)模型实现水印的自适应嵌入,并应用RBF神经网络进行水印信息盲检测。实验研究表明:该算法复杂度较低、容易实现,并且具有良好的安全性、不可感知性和鲁棒性。 展开更多
关键词 超混沌 RBF神经网络 JND模型 盲检测
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国家专项资金推动的名城街区保护与更新 被引量:6
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作者 张广汉 张坤 杨泽明 《世界建筑》 2022年第12期63-66,共4页
在国家历史文化名城保护制度建立40周年之际,文章结合住房和城乡建设部课题“十二五”“十三五”的全国名城保护设施建设规划,以阆中等名城为案例,阐述了国家专项资金在历史文化名城、街区(村镇)保护与更新方面的带动作用,呼吁国家加大... 在国家历史文化名城保护制度建立40周年之际,文章结合住房和城乡建设部课题“十二五”“十三五”的全国名城保护设施建设规划,以阆中等名城为案例,阐述了国家专项资金在历史文化名城、街区(村镇)保护与更新方面的带动作用,呼吁国家加大名城保护专项资金的投入,并且形成制度保障实施。 展开更多
关键词 历史文化名城 国家专项资金 历史文化街区 保护更新
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