Wild rodents were collected using live snap traps in pistachio gardens of Kerman Province, Southeast Iran from 2007 to 2009, then some physiological parameters of them were measured. The samples were identified as fol...Wild rodents were collected using live snap traps in pistachio gardens of Kerman Province, Southeast Iran from 2007 to 2009, then some physiological parameters of them were measured. The samples were identified as follow: Nesokia indica, Meriones persicus, Meriones lybicus and Tatera indica. Blood samples were obtained from the heart, then the blood parameters (glucose, cholesterol, triglyceride, total protein, HDL, red and white blood cell number) in wild species of rodents and laboratory rat were compared. The results showed that there were no significant differences in serum glucose, triglyceride, HDL and total protein levels among different experimental groups. The concentration of cholesterol in T. indica was more than that in N. indica (P < 0.01). The total numbers of red blood cells also showed significant difference between wild garden rodent species and laboratory rat (P < 0.01), while the numbers of white blood cells showed no significant difference.展开更多
ObjectiveTo survey the prevalence of canine gastrointestinal helminthes in dogs presented to the Veterinary faculty of the University of Kerman between May and November 2011.MethodsA total of 70 fecal samples were eva...ObjectiveTo survey the prevalence of canine gastrointestinal helminthes in dogs presented to the Veterinary faculty of the University of Kerman between May and November 2011.MethodsA total of 70 fecal samples were evaluated by the fecal sedimentation method.ResultsThe prevalence of gastrointestinal helminthes was 7.14%. The parasites most frequently detected were Toxocara canis (T. canis) (4.3%); Toxascaris leonina (T. leonina) (1.4%) and Teania spp. (1.4%). The age distribution of intestinal parasites in dogs showed that the dog less than 1 year old had a higher overall prevalence than those dogs over 12 months of age but there was not significant (P>0.05). Also there was no significant difference in the prevalence between male (7.7%) and female (6.5%) dogs (P>0.05).ConclusionsIt is thought that the reduction in the frequency of the dogs with those helminthes may be mainly a result of the improvement in breeding environment and the routine use of antihelmintics. The significance of zoonotic diseases caused by intestinal helminthes makes it necessary for us to know the infection status of domestic dogs and to take measures for further control. It is concluded that veterinarians have an important role in educating dog owners of these potential risks and means for preventing or minimizing zoonotic transmission.展开更多
Fault lineaments are the main input data in earthquake engineering and seismology studies.This study presents a digitally-based active fault map of the Kerman region in central-east Iran which experienced several deva...Fault lineaments are the main input data in earthquake engineering and seismology studies.This study presents a digitally-based active fault map of the Kerman region in central-east Iran which experienced several devastating earthquakes on poorly exposed and/or not identified active faults.Using Landsat 8 data,we have carried out the image-based procedures of fault mapping,which include applying the contrast stretching technique,the principal component analysis,the color composite technique,the spectral rationing,and creating the false-color composite images.Besides,we have cross-checked the resulting map with the geological maps provided by the Geological Survey of Iran to decrease the associated uncertainties.The resulting map includes 123 fault segments,still,a part of which has been expressed in the previously compiled active-fault maps of Iran.Indeed,the new one is mapping the poorly exposed active faults,so-called secondary faults,which are able to produce strong events.These faults are primarily associated with poorly defined areas that accommodate low levels of seismicity;however,sporadic strong events are likely to occur.It has also been investigated that these kinds of faults are seismogenic and are able to produce destructive events.In total,the outcome of this study can also be jointed with seismic studies for investigating parts of the earthquake activity in central-east Iran,in particular for the fault-based approaches in impending earthquake-resistant buildings.展开更多
Pemphigus has in the past been associated with a high mortality rate.However,with the discovery of corticosteroids,patient median survival has improved.Our purpose was to assess median survival after confirmed diagnos...Pemphigus has in the past been associated with a high mortality rate.However,with the discovery of corticosteroids,patient median survival has improved.Our purpose was to assess median survival after confirmed diagnosis of pemphigus in patients in Kerman,a southern province of Iran.Methods:All patients who were either admitted to the hospital or treated as outpatientsin Kerman from 22 September 1987 to 22 September 1999 and who had confirmed pemphigus were included in the study.Survival was estimated using the Kaplan-Meier method,and the following variables were evaluated in a univariate analysis for an association with survival:age,sex,type of pemphigus,and type of therapy.Results:A total of 55 patients(38 female and 17 male)were identified.No significant differences were found between genders.The mean age at the time of diagnosis was 46.0 years.Older groups had a lower survival rate than younger groups(P < 0.001).The majority(82%)of cases were vulgaris/vegetans,and no significant differences were foundin 10-year survival for type of pemphigus.The patients who had been treated with corticosteroid(P > 0.05)s alone had longer median survival times than those who had been treated with corticosteroids plus azathioprine(P < 0.001).A total of 11 patients died;the median follow-up time for those still a live was 5.9 years(range 2-12 years).Estimated survival at 2,6 and 10 years was 92.7,86.8 and 61.5%,respectively.Conclusion:Overall median survival rate in patients with pemphigus was 10 years,regardless of gender or subtype of pemphigus.Survival was adversely affected by late onset.Those patients treated with immunosuppressives and corticosteroids also appeared to have reduced survival times when compared to those treated with corticosteroids alone.展开更多
Background: Lichen planus (LP) is classified as a papulosquamous disease. It has been associated with liver disease, particularly hepatitis C virus (HCV) infection, in several studies. Most of these reports, especiall...Background: Lichen planus (LP) is classified as a papulosquamous disease. It has been associated with liver disease, particularly hepatitis C virus (HCV) infection, in several studies. Most of these reports, especially the larger series, were conducted in Europe and Japan. Objective: We conducted a case-control stud y in Kerman, Iran to explore the association between LP andHCV.Methods: The stud y included 66 patients with LP (as cases; mean age=39.7 ±15.8 years; 31 female, 35 male) and 140 volunteer blood donors (as controls; mean age=29.5 ±8.4 years ; 43 females, 97 males). An enzymelinked immunosorbent assay (ELISA) was used to determine the presence of anti-HCV antibodies in all subjects in both groups. To confirm positive diagnoses, a second generation recombinant immunoblot assay (RIBA II) test was performed. Results: Lichen planus lesions were most frequentl y located on the trunk and extremities, and the most common clinical type was ge neralized LP (48.5%). One of the patients with LP (1.5%) and three of the cont rols (2.1%) were HCV-Ab positive. No significant difference was observed in HC V-Ab positive between the two groups (OR=0.7; 95%CI=0.1-6.9). Conclusion: The findings indicate that an investigation for HCV infection should not necessaril y be performed in all patients with LP. It is recommended that further studies s hould focus on larger groups in other regions of Iran to determine whether testi ng for HCV infection is necessary in patients with LP.展开更多
Known deposits are appropriate sites for investigating significant exploratory keys that could be helpful in mineral exploration in corresponding regions or similar areas. This study was performed to delineate hydroth...Known deposits are appropriate sites for investigating significant exploratory keys that could be helpful in mineral exploration in corresponding regions or similar areas. This study was performed to delineate hydrothermal alteration model and some geophysical characteristics of the SarKuh porphyry copper deposit located within the southern part of the central Iranian Cenozoic magmatic belt (CICMB). Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) images have been used to produce hydrothermal alteration map using a fractal-aided spectral angle mapper (SAM) method. Airborne data were used to study magnetic-radiometric properties of the deposit. Image processing of ASTER images and laboratory studies proved the presence of two types of phyllic ale ration called intense and weak phyllic based on abundance of sericite mineral. It realized that radiometric anomalies of <sup>40</sup>K, eTh and eU are limited to boundary of phyllic zone. Radiometric ratios e.g. eTh/<sup>40</sup>K were good enough to enhance phyllic zone.展开更多
Objective:To determine the frequency and causes of injuries from sharp instruments contaminated by blood in hospital staff.Methods:The study was cross-sectional and conducted at an educational hospital supervised by K...Objective:To determine the frequency and causes of injuries from sharp instruments contaminated by blood in hospital staff.Methods:The study was cross-sectional and conducted at an educational hospital supervised by Kerman University of Medical Sciences in 2018.Using a researcher-made questionnaire,we determine the frequency and causes of injuries from sharp instruments contaminated by blood in 142 hospital staff.Results:Of the 142 patients,68 persons (48%) did not have a history of needle stick injury,but 74 persons (52%) had suffered needle stick injury 1 to more than 5 times.Among those who suffered a needle stick,74.3% were trained,while 70.7% of those who did not suffer needle stick had been trained.The results indicated that the needle was the most common sharp instrument causing needle stick injury.Conclusions:The study showed a high prevalence of needle stick injury among hospital personnel specifically in ICU,orthopaedic and surgery departments.Supportive measures such as improving injection practices,modification of working schedule,planning training programs targeted at using personal protective equipment,and an adequate number of safety facilities for the effective prevention of needle stick injury incidents are needed.展开更多
Using airborne radiometric geophysical data, one can easily investigate a wide region in a short time and with little cost to finally find areas that are rich in radioactive elements. In this research, the uranium exp...Using airborne radiometric geophysical data, one can easily investigate a wide region in a short time and with little cost to finally find areas that are rich in radioactive elements. In this research, the uranium exploration data were first organized, filtered and classified and then the frequency distribution tables and histograms were drawn. After drawing the histograms, the statistical parameters for radioactive elements were calculated. The separation of anomaly populations was done on the basis of distribution around mean value, that is, the resulting mean, mean + 1SD, mean + 2SD, and mean + 3SD were assumed to equal to background, threshold value, the possible anomaly and the probable anomaly, respectively. In the end, representative maps of anomalies and separation of anomaly populations from the background were presented based on classical statistical calculations.展开更多
Rheumatoid arthritis(RA)is a chronic autoimmune disease that affects approxi-mately 0.46%of the global population.Conventional therapeutics for RA,including disease-modifying antirheumatic drugs(DMARDs),nonsteroidal a...Rheumatoid arthritis(RA)is a chronic autoimmune disease that affects approxi-mately 0.46%of the global population.Conventional therapeutics for RA,including disease-modifying antirheumatic drugs(DMARDs),nonsteroidal anti-inflammatory drugs(NSAIDs),and corticosteroids,frequently result in unintended adverse effects.Dexamethasone(DEX)is a potent glucocorticoid used to treat RA due to its anti-inflammatory and immunosuppressive properties.Liposomal delivery of DEX,particu-larly when liposomes are surface-modified with targeting ligands like peptides or sialic acid,can improve drug efficacy by enhancing its distribution to inflamed joints and minimizing toxicity.This study investigates the potential of liposomal drug delivery systems to enhance the efficacy and targeting of DEX in the treatment of RA.Results from various studies demonstrate that liposomal DEX significantly inhibits arthritis progression in animal models,reduces joint inflammation and damage,and alleviates cartilage destruction compared to free DEX.The liposomal formulation also shows better hemocompatibility,fewer adverse effects on body weight and immune organ index,and a longer circulation time with higher bioavailability.The anti-inflammatory mechanism is associated with the downregulation of pro-inflammatory cytokines like tumor necrosis factor-α(TNF-α)and B-cell-activating factor(BAFF),which are key players in the pathogenesis of RA.Additionally,liposomal DEX can induce the expres-sion of anti-inflammatory cytokines like interleukin-10(IL-10),which has significant anti-inflammatory and immunoregulatory properties.The findings suggest that lipo-somal DEX represents a promising candidate for effective and safe RA therapy,with the potential to improve the management of this debilitating disease by providing targeted delivery and sustained release of the drug.展开更多
Objective:To explain barriers to childbearing among working women from the perspective of working women and midwives.Methods:In this study,a qualitative study of content analysis method was employed.The study was cond...Objective:To explain barriers to childbearing among working women from the perspective of working women and midwives.Methods:In this study,a qualitative study of content analysis method was employed.The study was conducted from December 2021 to July 2022.The population consisted of working women and midwives.Data collection was conducted using semi-structured interviews and continued until data saturation was achieved.Through purposeful sampling,10 women and 11 midwives were selected as the sample.The data were analyzed by Graneheim and Lundman content analysis approach.For more rigorous,Nvivo 14 software was also used for data management,analysis,coding and organization of data.Results:This study included 21 women(10 women employees and 11 midwives)aged 25-43 years(for women employees)and 27-56 years(for midwives)with 1 to 34 years of job experience.In examination of participant’views about the barriers to childbearing,1124 codes were identified,of which we managed to extract six subthemes and two themes.Two themes emerged:“lack of social support and lack of family support”.Subthemes of“lack of social support”were“inadequate leave,long distance from workplace,and insufficient wages”.Subthemes of“lack of family support”were“lack of spouse support,lack of spouse's family support,and lack of their family support”.Conclusions:Different socioeconomic factors influence childbearing tendency in working women.Social and family supports play an important role in this regard.It is important to take these factors into account at the time of policymaking in the field of midwifery.展开更多
This study examines the nonlinear behaviors of a clamped-clamped porous pipe made of a functionally graded material(FGM)that conveys fluids and is equipped with a retaining clip,focusing on primary resonance and subcr...This study examines the nonlinear behaviors of a clamped-clamped porous pipe made of a functionally graded material(FGM)that conveys fluids and is equipped with a retaining clip,focusing on primary resonance and subcritical dynamics.The nonlinear governing equations for the FGM pipe are derived by the extended Hamilton's principle,and subsequently discretized through the application of the Galerkin method.The direct method of multi-scales is then used to solve the derived equations.A thorough analysis of various parameters,including the clip stiffness,the power-law index,the porosity,and the clip location,is conducted to gain a comprehensive understanding of the system's nonlinear dynamics.Through the analysis of the first natural frequency,the study highlights the influence of the flow velocity and the clip stiffness,while the comparisons with metallic pipes emphasize the role of FGM composition.The examination of the forced response curves reveals saddle-node bifurcations and their dependence on parameters such as the detuning parameter and the power-law index,offering valuable insights into the system's nonlinear resonant behavior.Furthermore,the frequency-response curves illustrate the hardening nonlinearities influenced by factors such as the porosity and the clip stiffness,revealing nuanced effects on the system response and resonance characteristics.This comprehensive analysis enhances the understanding of nonlinear behaviors in FGM porous pipes with a retaining clip,providing key insights for practical engineering applications in system design and optimization.展开更多
OBJECTIVE:To evaluate the effect of this plant as adjunctive therapy on Helicobacter pylori(H.pylori)eradication.METHODS:The plant capsules were prepared and their physicochemical properties were assessed.In this clin...OBJECTIVE:To evaluate the effect of this plant as adjunctive therapy on Helicobacter pylori(H.pylori)eradication.METHODS:The plant capsules were prepared and their physicochemical properties were assessed.In this clinical trial,99 patients with H.pylori infection were randomized to receive Salvia mirzayanii Rech.f.&Esfand(S.mirzayanii)or placebo capsules for two weeks.All the patients in both groups received clarithromycin-based triple therapy.Both intention to treat and per protocol analyses were performed.Eradication rates,treatment side effects,and medication compliance were evaluated in both groups.RESULTS:H.pylori eradication rate of all the randomized participants was 59.59%.The eradication rate of H.pylori was significantly higher in S.mirzayanii group compared with that in the placebo group for per protocol analysis(84.62%,P=0.026)but not for intention to treat one(65.31%,P=0.252).There were no significant differences between the two groups regarding the frequencies of the medications side effects and the patients with poor compliance.CONCLUSION:The use of S.mirzayanii as adjunctive therapy to 14-day clarithromycin-based triple therapy might improve H.pylori eradication rate.展开更多
Objective:The combination of science and art in nursing is essential for providing effective care.Since art is inherent and a part of human personality traits,it is believed that nurses’personality traits are importa...Objective:The combination of science and art in nursing is essential for providing effective care.Since art is inherent and a part of human personality traits,it is believed that nurses’personality traits are important to achieve this cohesive combination in nursing.Accordingly,this study was conducted to determine the relationship between nurses’personality traits and the esthetics of nursing care.Methods:A cross-sectional descriptive design was employed.Study participants that consisted of 95 nurses and 285 patients from health centers in Iran were selected by convenience sampling method.Measures included the five-factor personality questionnaires(NEO-FFI)scale and Esthetics of Nursing Care Scale(ENCS).Results:The findings indicated a significant relationship between neuroticism(r=−0.149,P=0.028)and extraversion traits(r=0.136,P=0.045)of nurses in esthetics nursing care.In this study,no significant relationship was found between the personality traits and esthetics of nursing care using nurses’demographic information.Conclusions:The esthetics of nursing care depends on nurse personality traits.Since the art of nursing complements the expected care,it is suggested that nursing managers pay attention to the personality traits of nurses in planning to provide effective care.展开更多
Shale formations have recently gained plenty of attention owing to their large amounts of reserves.Horizontal drilling and hydraulic fracturing are the proposed approaches for the development of shale formations.The e...Shale formations have recently gained plenty of attention owing to their large amounts of reserves.Horizontal drilling and hydraulic fracturing are the proposed approaches for the development of shale formations.The extended information of the mechanical properties of shale formation is crucial for designing a successful hydraulic fracturing operation.On the other hand,the mechanical properties of such organic-rich formations are greatly affected by the mechanical characteristics of the present kerogen(organic matter),which dramatically changes during the maturation process.In this study,a Qingshankou shale sample containing kerogen type I is mechanically investigated at different maturity levels using the grid nanoindentation approach.To this end,the original immature sample is artificially matured during hydrous(HP)and anhydrous(AHP)pyrolysis.More than 930 nanoindentation tests were performed on grids of 9×8 on the surface of 13 samples with different maturities.The test results showed that the presence of water during pyrolysis can significantly affect the shale sample's mechanical characteristics.In higher temperatures and higher levels of maturity,the role of water becomes more pronounced.During hydrous pyrolysis,kerogen produces larger amounts of oil and bitumen,which become progressively porous.While the original sample showed a Young's modulus value of more than 48 GPa,and it fluctuated between approximately 19 and 32 GPa during the HP scenario and between 17 and 34 GPa during the AHP process.In terms of hardness,the original sample exhibited an initial value of about 1.1 GPa and more mature samples reflected hardness values in the range of approximately 0.3 and 0.97 GPa in both scenarios.According to the trends of mechanical properties during maturation,mechanical properties decreased at the initial stage of maturation and remained relatively constant during the oil window.Then,another decline was detected at the wet-gas window's closure.In the dry-gas window,HP and AHP scenarios exhibited different behaviors mainly due to the chemical structure of the kerogen residue.展开更多
This paper provides an overview of the recent advancements in magnetic structured triboelectric nanogenerators(MSTENGs)and their potential for energy harvesting and sensing in coastal bridge infrastructure.This paper ...This paper provides an overview of the recent advancements in magnetic structured triboelectric nanogenerators(MSTENGs)and their potential for energy harvesting and sensing in coastal bridge infrastructure.This paper begins with a brief discussion on the fundamental physics modes of triboelectric nanogenerators(TENGs),triboelectric series,and factors affecting TENG power generation and transmission,providing a foundation for the subsequent sections.The review focuses on the different types of MSTENGs and their applications in coastal infrastructure.Specifically,it covers magnetic spherical TENG networks,magnet-assisted TENGs,MSTENGs for bridges,and magnetic multilayer structures based on TENGs.The advantages and limitations of each type of MSTENG are discussed in detail,highlighting their respective suitability for different coastal bridge infrastructure applications.In addition,the paper addresses the challenges and provides insights into the future of MSTENGs.These include the need for improved durability and sustainability of MSTENGs in harsh coastal environments,increasing their power-output levels to fulfll high energy needs,and the requirement for collaborative efforts between academia,industry,and government institutions to optimize MSTENG performance.展开更多
OBJECTIVE:To evaluate the effect of Persian shallot extract on the serum markers and blood pressure of patients with metabolic syndrome(MetS).METHODS:Fifty patients with Met S diagnosis were randomly assigned to the i...OBJECTIVE:To evaluate the effect of Persian shallot extract on the serum markers and blood pressure of patients with metabolic syndrome(MetS).METHODS:Fifty patients with Met S diagnosis were randomly assigned to the intervention(Persian shallot extract)and the control(placebo)group.Both groups received treatment for three months.Before the study and at the end of the study,5 mL peripheral blood was taken from each patient.The measured factors included total antioxidant capacity(TAC),superoxide dismutase enzyme(SOD),malondialdehyde,oxidized low-density lipoprotein(Ox-LDL),apolipoprotein H(Apo-H),fasting blood glucose(FBS),total cholesterol,triglycerides,high-density lipoprotein(HDL),LDL,and systolic and diastolic blood pressure.RESULTS:At baseline,the evaluated parameters were not significantly different between the intervention and control groups.At the end of the study,the mean serum levels of malondialdehyde and ox-LDL were significantly lower in the intervention group.The mean FBS,cholesterol,triglycerides,and LDL were significantly lower in the intervention group.The mean TAC and HDL were significantly higher in the intervention group(P<0.05).Moreover,the intervention group significantly reduced systolic and diastolic blood pressure.No other significant association was observed.CONCLUSION:Persian shallot extract has several beneficial effects in Met S patients,including optimizing oxidative balance,reducing blood pressure,fasting blood sugar,and blood lipid profile.展开更多
We presented the first photometric light curve solutions of four W Ursae Majoris-type contact binary systems.This investigation utilized photometric data from the Transiting Exoplanet Survey Satellite and Gaia Data Re...We presented the first photometric light curve solutions of four W Ursae Majoris-type contact binary systems.This investigation utilized photometric data from the Transiting Exoplanet Survey Satellite and Gaia Data Release 3(DR3).We used the PHysics Of Eclipsing BinariEs Python code and the Markov Chain Monte Carlo method for these light curve solutions.Only TIC 249064185 among the target systems needed a cold starspot to be included in the analysis.Based on the estimated mass ratios for these total eclipse systems,three of them are categorized as low mass ratio contact binary stars.The absolute parameters of the systems were estimated using the Gaia DR3 parallax method and the orbital period and semimajor axis(P-a)empirical relationship.We ascertained that the TIC 318015356 and TIC 55522736 systems are A-subtypes,while TIC 249064185 and TIC 397984843 are W-subtypes,depending on each component’s effective temperature and mass.We estimated the initial masses of the stars,the mass lost by the binary system,and the systems’ages.We displayed star positions in the mass-radius,mass-luminosity,and total mass-orbital angular momentum diagrams.In addition,our findings indicate a good agreement with the mass-temperature empirical parameter relationship for the primary stars.展开更多
The ability of plants to tolerate cold is a complex process.When temperatures drop or freeze,plant tissues can develop ice,which dehydrates the cells.However,plants can protect themselves by preventing ice formation.T...The ability of plants to tolerate cold is a complex process.When temperatures drop or freeze,plant tissues can develop ice,which dehydrates the cells.However,plants can protect themselves by preventing ice formation.This intricate response to cold stress is regulated by hormones,photoperiod,light,and various factors,in addition to genetic influences.In autumn,plants undergo morphological,physiological,biochemical,and molecular changes to prepare for the low temperatures of winter.Understanding cellular stress responses is crucial for genetic manipulation aimed at enhancing cold resistance.Early autumn frosts or late spring chills can cause significant damage to plants,making it essential to adapt in autumn to survive winter conditions.While the general process of acclimatization is similar across many plant species,variations exist depending on the specific type of plant and regional conditions.Different plant organs exhibit varying degrees of damage from cold stress,and by applying agricultural principles,potential damage can be largely controlled.Timely reinforcement and stress prevention can minimize cold-related damage.Research has shown that in temperate climates,low temperatures restrict plant growth and yield.However,the intricate structural systems involved remain poorly understood.Over the past decade,studies have focused on the molecular mechanisms that enable plants to adapt to and resist cold stress.The gene signaling system is believed to play a crucial role in cold adaptation,and researchers have prioritized this area in their investigations.This study critically examines plant responses to cold stress through physiological adaptations,including calcium signaling dynamics,membrane lipid modifications,and adjustments in antioxidant systems.These mechanisms activate downstream gene expression and molecular functions,leading to key resistance strategies.Additionally,we explore the regulatory roles of endogenous phytohormones and secondary metabolites in cold stress responses.This review aims to enhance our foundational understanding of the mechanisms behind plant cold adaptation.展开更多
Accurate daily suspended sediment load(SSL)prediction is essential for sustainable water resource management,sediment control,and environmental planning.However,SSL prediction is highly complex due to its nonlinear an...Accurate daily suspended sediment load(SSL)prediction is essential for sustainable water resource management,sediment control,and environmental planning.However,SSL prediction is highly complex due to its nonlinear and dynamic nature,making traditional empirical models inadequate.This study proposes a novel hybrid approach,integrating the Adaptive Neuro-Fuzzy Inference System(ANFIS)with the Gradient-Based Optimizer(GBO),to enhance SSL forecasting accuracy.The research compares the performance of ANFIS-GBO with three alternative models:standard ANFIS,ANFIS with Particle Swarm Optimization(ANFIS-PSO),and ANFIS with Grey Wolf Optimization(ANFIS-GWO).Historical SSL and streamflow data from the Bailong River Basin,China,are used to train and validate the models.The input selection process is optimized using the Multivariate Adaptive Regression Splines(MARS)method.Model performance is evaluated using statistical metrics such as Root Mean Square Error(RMSE),Mean Absolute Error(MAE),Mean Absolute Percentage Error(MAPE),Nash Sutcliffe Efficiency(NSE),and Determination Coefficient(R^(2)).Additionally,visual assessments,including scatter plots,Taylor diagrams,and violin plots,provide further insights into model reliability.The results indicate that including historical SSL data improves predictive accuracy,with ANFIS-GBO outperforming the other models.ANFIS-GBO achieves the lowest RMSE and MAE and the highest NSE and R^(2),demonstrating its superior learning ability and adaptability.The findings highlight the effectiveness of nature-inspired optimization algorithms in enhancing sediment load forecasting and contribute to the advancement of AI-based hydrological modeling.Future research should explore the integration of additional environmental and climatic variables to enhance predictive capabilities further.展开更多
The Makran Sea is a complex marine environment.The purpose of this research is screening of emulsifier-producing bacteria in this marine environment and optimization of emulsifier production by the best-producing stra...The Makran Sea is a complex marine environment.The purpose of this research is screening of emulsifier-producing bacteria in this marine environment and optimization of emulsifier production by the best-producing strain.Marine samples(seawater and sediments)were collected from four different zones in the Makran Sea.The emulsification activity index(E_(24))and Bacterial Ad-hesion To Hydrocarbons(BATH)were used to select the best emulsifier-producing strains.The prevalent strains were identified by PCR.The optimization of the emulsifier production medium by the best strain was done by two-level factorial design.Seventeen emulsifier-producing strains were isolated from sediments and seawater in the Makran Sea.The strains M6,BS-2,and J6 were select-ed between all isolates because they have 83%,91%,and 85%emulsification activity(E_(24))respectively.The results of sequencing confirmed that these three strains(M6,BS-2,and J6)belong to Cobetia marina,Shewanella alga,and Thalassospira permensis re-spectively.Maximum emulsifier production occurred at crude oil concentration(4%,v/v),peptone(2.5 g/L),yeast extract(1.5 g/L),molasses(2%),and at a temperature of 25℃.The results of this research confirmed that the Makran Sea has the potential to reach ro-bust marine bacteria with different biotechnological applications.展开更多
文摘Wild rodents were collected using live snap traps in pistachio gardens of Kerman Province, Southeast Iran from 2007 to 2009, then some physiological parameters of them were measured. The samples were identified as follow: Nesokia indica, Meriones persicus, Meriones lybicus and Tatera indica. Blood samples were obtained from the heart, then the blood parameters (glucose, cholesterol, triglyceride, total protein, HDL, red and white blood cell number) in wild species of rodents and laboratory rat were compared. The results showed that there were no significant differences in serum glucose, triglyceride, HDL and total protein levels among different experimental groups. The concentration of cholesterol in T. indica was more than that in N. indica (P < 0.01). The total numbers of red blood cells also showed significant difference between wild garden rodent species and laboratory rat (P < 0.01), while the numbers of white blood cells showed no significant difference.
文摘ObjectiveTo survey the prevalence of canine gastrointestinal helminthes in dogs presented to the Veterinary faculty of the University of Kerman between May and November 2011.MethodsA total of 70 fecal samples were evaluated by the fecal sedimentation method.ResultsThe prevalence of gastrointestinal helminthes was 7.14%. The parasites most frequently detected were Toxocara canis (T. canis) (4.3%); Toxascaris leonina (T. leonina) (1.4%) and Teania spp. (1.4%). The age distribution of intestinal parasites in dogs showed that the dog less than 1 year old had a higher overall prevalence than those dogs over 12 months of age but there was not significant (P>0.05). Also there was no significant difference in the prevalence between male (7.7%) and female (6.5%) dogs (P>0.05).ConclusionsIt is thought that the reduction in the frequency of the dogs with those helminthes may be mainly a result of the improvement in breeding environment and the routine use of antihelmintics. The significance of zoonotic diseases caused by intestinal helminthes makes it necessary for us to know the infection status of domestic dogs and to take measures for further control. It is concluded that veterinarians have an important role in educating dog owners of these potential risks and means for preventing or minimizing zoonotic transmission.
基金the financial support of Kerman Provincial Gas Corporation&National Iranian Gas Company to conduct this research via Funding Sources of #062570 and#062571.
文摘Fault lineaments are the main input data in earthquake engineering and seismology studies.This study presents a digitally-based active fault map of the Kerman region in central-east Iran which experienced several devastating earthquakes on poorly exposed and/or not identified active faults.Using Landsat 8 data,we have carried out the image-based procedures of fault mapping,which include applying the contrast stretching technique,the principal component analysis,the color composite technique,the spectral rationing,and creating the false-color composite images.Besides,we have cross-checked the resulting map with the geological maps provided by the Geological Survey of Iran to decrease the associated uncertainties.The resulting map includes 123 fault segments,still,a part of which has been expressed in the previously compiled active-fault maps of Iran.Indeed,the new one is mapping the poorly exposed active faults,so-called secondary faults,which are able to produce strong events.These faults are primarily associated with poorly defined areas that accommodate low levels of seismicity;however,sporadic strong events are likely to occur.It has also been investigated that these kinds of faults are seismogenic and are able to produce destructive events.In total,the outcome of this study can also be jointed with seismic studies for investigating parts of the earthquake activity in central-east Iran,in particular for the fault-based approaches in impending earthquake-resistant buildings.
文摘Pemphigus has in the past been associated with a high mortality rate.However,with the discovery of corticosteroids,patient median survival has improved.Our purpose was to assess median survival after confirmed diagnosis of pemphigus in patients in Kerman,a southern province of Iran.Methods:All patients who were either admitted to the hospital or treated as outpatientsin Kerman from 22 September 1987 to 22 September 1999 and who had confirmed pemphigus were included in the study.Survival was estimated using the Kaplan-Meier method,and the following variables were evaluated in a univariate analysis for an association with survival:age,sex,type of pemphigus,and type of therapy.Results:A total of 55 patients(38 female and 17 male)were identified.No significant differences were found between genders.The mean age at the time of diagnosis was 46.0 years.Older groups had a lower survival rate than younger groups(P < 0.001).The majority(82%)of cases were vulgaris/vegetans,and no significant differences were foundin 10-year survival for type of pemphigus.The patients who had been treated with corticosteroid(P > 0.05)s alone had longer median survival times than those who had been treated with corticosteroids plus azathioprine(P < 0.001).A total of 11 patients died;the median follow-up time for those still a live was 5.9 years(range 2-12 years).Estimated survival at 2,6 and 10 years was 92.7,86.8 and 61.5%,respectively.Conclusion:Overall median survival rate in patients with pemphigus was 10 years,regardless of gender or subtype of pemphigus.Survival was adversely affected by late onset.Those patients treated with immunosuppressives and corticosteroids also appeared to have reduced survival times when compared to those treated with corticosteroids alone.
文摘Background: Lichen planus (LP) is classified as a papulosquamous disease. It has been associated with liver disease, particularly hepatitis C virus (HCV) infection, in several studies. Most of these reports, especially the larger series, were conducted in Europe and Japan. Objective: We conducted a case-control stud y in Kerman, Iran to explore the association between LP andHCV.Methods: The stud y included 66 patients with LP (as cases; mean age=39.7 ±15.8 years; 31 female, 35 male) and 140 volunteer blood donors (as controls; mean age=29.5 ±8.4 years ; 43 females, 97 males). An enzymelinked immunosorbent assay (ELISA) was used to determine the presence of anti-HCV antibodies in all subjects in both groups. To confirm positive diagnoses, a second generation recombinant immunoblot assay (RIBA II) test was performed. Results: Lichen planus lesions were most frequentl y located on the trunk and extremities, and the most common clinical type was ge neralized LP (48.5%). One of the patients with LP (1.5%) and three of the cont rols (2.1%) were HCV-Ab positive. No significant difference was observed in HC V-Ab positive between the two groups (OR=0.7; 95%CI=0.1-6.9). Conclusion: The findings indicate that an investigation for HCV infection should not necessaril y be performed in all patients with LP. It is recommended that further studies s hould focus on larger groups in other regions of Iran to determine whether testi ng for HCV infection is necessary in patients with LP.
文摘Known deposits are appropriate sites for investigating significant exploratory keys that could be helpful in mineral exploration in corresponding regions or similar areas. This study was performed to delineate hydrothermal alteration model and some geophysical characteristics of the SarKuh porphyry copper deposit located within the southern part of the central Iranian Cenozoic magmatic belt (CICMB). Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) images have been used to produce hydrothermal alteration map using a fractal-aided spectral angle mapper (SAM) method. Airborne data were used to study magnetic-radiometric properties of the deposit. Image processing of ASTER images and laboratory studies proved the presence of two types of phyllic ale ration called intense and weak phyllic based on abundance of sericite mineral. It realized that radiometric anomalies of <sup>40</sup>K, eTh and eU are limited to boundary of phyllic zone. Radiometric ratios e.g. eTh/<sup>40</sup>K were good enough to enhance phyllic zone.
文摘Objective:To determine the frequency and causes of injuries from sharp instruments contaminated by blood in hospital staff.Methods:The study was cross-sectional and conducted at an educational hospital supervised by Kerman University of Medical Sciences in 2018.Using a researcher-made questionnaire,we determine the frequency and causes of injuries from sharp instruments contaminated by blood in 142 hospital staff.Results:Of the 142 patients,68 persons (48%) did not have a history of needle stick injury,but 74 persons (52%) had suffered needle stick injury 1 to more than 5 times.Among those who suffered a needle stick,74.3% were trained,while 70.7% of those who did not suffer needle stick had been trained.The results indicated that the needle was the most common sharp instrument causing needle stick injury.Conclusions:The study showed a high prevalence of needle stick injury among hospital personnel specifically in ICU,orthopaedic and surgery departments.Supportive measures such as improving injection practices,modification of working schedule,planning training programs targeted at using personal protective equipment,and an adequate number of safety facilities for the effective prevention of needle stick injury incidents are needed.
文摘Using airborne radiometric geophysical data, one can easily investigate a wide region in a short time and with little cost to finally find areas that are rich in radioactive elements. In this research, the uranium exploration data were first organized, filtered and classified and then the frequency distribution tables and histograms were drawn. After drawing the histograms, the statistical parameters for radioactive elements were calculated. The separation of anomaly populations was done on the basis of distribution around mean value, that is, the resulting mean, mean + 1SD, mean + 2SD, and mean + 3SD were assumed to equal to background, threshold value, the possible anomaly and the probable anomaly, respectively. In the end, representative maps of anomalies and separation of anomaly populations from the background were presented based on classical statistical calculations.
文摘Rheumatoid arthritis(RA)is a chronic autoimmune disease that affects approxi-mately 0.46%of the global population.Conventional therapeutics for RA,including disease-modifying antirheumatic drugs(DMARDs),nonsteroidal anti-inflammatory drugs(NSAIDs),and corticosteroids,frequently result in unintended adverse effects.Dexamethasone(DEX)is a potent glucocorticoid used to treat RA due to its anti-inflammatory and immunosuppressive properties.Liposomal delivery of DEX,particu-larly when liposomes are surface-modified with targeting ligands like peptides or sialic acid,can improve drug efficacy by enhancing its distribution to inflamed joints and minimizing toxicity.This study investigates the potential of liposomal drug delivery systems to enhance the efficacy and targeting of DEX in the treatment of RA.Results from various studies demonstrate that liposomal DEX significantly inhibits arthritis progression in animal models,reduces joint inflammation and damage,and alleviates cartilage destruction compared to free DEX.The liposomal formulation also shows better hemocompatibility,fewer adverse effects on body weight and immune organ index,and a longer circulation time with higher bioavailability.The anti-inflammatory mechanism is associated with the downregulation of pro-inflammatory cytokines like tumor necrosis factor-α(TNF-α)and B-cell-activating factor(BAFF),which are key players in the pathogenesis of RA.Additionally,liposomal DEX can induce the expres-sion of anti-inflammatory cytokines like interleukin-10(IL-10),which has significant anti-inflammatory and immunoregulatory properties.The findings suggest that lipo-somal DEX represents a promising candidate for effective and safe RA therapy,with the potential to improve the management of this debilitating disease by providing targeted delivery and sustained release of the drug.
基金This study was supported by Kerman University of medical sciences,with grant number:95000387.
文摘Objective:To explain barriers to childbearing among working women from the perspective of working women and midwives.Methods:In this study,a qualitative study of content analysis method was employed.The study was conducted from December 2021 to July 2022.The population consisted of working women and midwives.Data collection was conducted using semi-structured interviews and continued until data saturation was achieved.Through purposeful sampling,10 women and 11 midwives were selected as the sample.The data were analyzed by Graneheim and Lundman content analysis approach.For more rigorous,Nvivo 14 software was also used for data management,analysis,coding and organization of data.Results:This study included 21 women(10 women employees and 11 midwives)aged 25-43 years(for women employees)and 27-56 years(for midwives)with 1 to 34 years of job experience.In examination of participant’views about the barriers to childbearing,1124 codes were identified,of which we managed to extract six subthemes and two themes.Two themes emerged:“lack of social support and lack of family support”.Subthemes of“lack of social support”were“inadequate leave,long distance from workplace,and insufficient wages”.Subthemes of“lack of family support”were“lack of spouse support,lack of spouse's family support,and lack of their family support”.Conclusions:Different socioeconomic factors influence childbearing tendency in working women.Social and family supports play an important role in this regard.It is important to take these factors into account at the time of policymaking in the field of midwifery.
文摘This study examines the nonlinear behaviors of a clamped-clamped porous pipe made of a functionally graded material(FGM)that conveys fluids and is equipped with a retaining clip,focusing on primary resonance and subcritical dynamics.The nonlinear governing equations for the FGM pipe are derived by the extended Hamilton's principle,and subsequently discretized through the application of the Galerkin method.The direct method of multi-scales is then used to solve the derived equations.A thorough analysis of various parameters,including the clip stiffness,the power-law index,the porosity,and the clip location,is conducted to gain a comprehensive understanding of the system's nonlinear dynamics.Through the analysis of the first natural frequency,the study highlights the influence of the flow velocity and the clip stiffness,while the comparisons with metallic pipes emphasize the role of FGM composition.The examination of the forced response curves reveals saddle-node bifurcations and their dependence on parameters such as the detuning parameter and the power-law index,offering valuable insights into the system's nonlinear resonant behavior.Furthermore,the frequency-response curves illustrate the hardening nonlinearities influenced by factors such as the porosity and the clip stiffness,revealing nuanced effects on the system response and resonance characteristics.This comprehensive analysis enhances the understanding of nonlinear behaviors in FGM porous pipes with a retaining clip,providing key insights for practical engineering applications in system design and optimization.
基金Kerman University of Medical Sciences Project:Evaluating the Effects of Marmotti(Salvia mirzayanii Rech.f.&Esfand)Capsules as Adjunctive Treatment in Patients with Helicobacter Pylori Infection(No.98000128)。
文摘OBJECTIVE:To evaluate the effect of this plant as adjunctive therapy on Helicobacter pylori(H.pylori)eradication.METHODS:The plant capsules were prepared and their physicochemical properties were assessed.In this clinical trial,99 patients with H.pylori infection were randomized to receive Salvia mirzayanii Rech.f.&Esfand(S.mirzayanii)or placebo capsules for two weeks.All the patients in both groups received clarithromycin-based triple therapy.Both intention to treat and per protocol analyses were performed.Eradication rates,treatment side effects,and medication compliance were evaluated in both groups.RESULTS:H.pylori eradication rate of all the randomized participants was 59.59%.The eradication rate of H.pylori was significantly higher in S.mirzayanii group compared with that in the placebo group for per protocol analysis(84.62%,P=0.026)but not for intention to treat one(65.31%,P=0.252).There were no significant differences between the two groups regarding the frequencies of the medications side effects and the patients with poor compliance.CONCLUSION:The use of S.mirzayanii as adjunctive therapy to 14-day clarithromycin-based triple therapy might improve H.pylori eradication rate.
文摘Objective:The combination of science and art in nursing is essential for providing effective care.Since art is inherent and a part of human personality traits,it is believed that nurses’personality traits are important to achieve this cohesive combination in nursing.Accordingly,this study was conducted to determine the relationship between nurses’personality traits and the esthetics of nursing care.Methods:A cross-sectional descriptive design was employed.Study participants that consisted of 95 nurses and 285 patients from health centers in Iran were selected by convenience sampling method.Measures included the five-factor personality questionnaires(NEO-FFI)scale and Esthetics of Nursing Care Scale(ENCS).Results:The findings indicated a significant relationship between neuroticism(r=−0.149,P=0.028)and extraversion traits(r=0.136,P=0.045)of nurses in esthetics nursing care.In this study,no significant relationship was found between the personality traits and esthetics of nursing care using nurses’demographic information.Conclusions:The esthetics of nursing care depends on nurse personality traits.Since the art of nursing complements the expected care,it is suggested that nursing managers pay attention to the personality traits of nurses in planning to provide effective care.
基金supported by the National Natural Science Foundation of China(Grant No.U22A20574)the Hainan Province Science and Technology Special Fund(Grant No.ZDYF2023GXJS009).
文摘Shale formations have recently gained plenty of attention owing to their large amounts of reserves.Horizontal drilling and hydraulic fracturing are the proposed approaches for the development of shale formations.The extended information of the mechanical properties of shale formation is crucial for designing a successful hydraulic fracturing operation.On the other hand,the mechanical properties of such organic-rich formations are greatly affected by the mechanical characteristics of the present kerogen(organic matter),which dramatically changes during the maturation process.In this study,a Qingshankou shale sample containing kerogen type I is mechanically investigated at different maturity levels using the grid nanoindentation approach.To this end,the original immature sample is artificially matured during hydrous(HP)and anhydrous(AHP)pyrolysis.More than 930 nanoindentation tests were performed on grids of 9×8 on the surface of 13 samples with different maturities.The test results showed that the presence of water during pyrolysis can significantly affect the shale sample's mechanical characteristics.In higher temperatures and higher levels of maturity,the role of water becomes more pronounced.During hydrous pyrolysis,kerogen produces larger amounts of oil and bitumen,which become progressively porous.While the original sample showed a Young's modulus value of more than 48 GPa,and it fluctuated between approximately 19 and 32 GPa during the HP scenario and between 17 and 34 GPa during the AHP process.In terms of hardness,the original sample exhibited an initial value of about 1.1 GPa and more mature samples reflected hardness values in the range of approximately 0.3 and 0.97 GPa in both scenarios.According to the trends of mechanical properties during maturation,mechanical properties decreased at the initial stage of maturation and remained relatively constant during the oil window.Then,another decline was detected at the wet-gas window's closure.In the dry-gas window,HP and AHP scenarios exhibited different behaviors mainly due to the chemical structure of the kerogen residue.
文摘This paper provides an overview of the recent advancements in magnetic structured triboelectric nanogenerators(MSTENGs)and their potential for energy harvesting and sensing in coastal bridge infrastructure.This paper begins with a brief discussion on the fundamental physics modes of triboelectric nanogenerators(TENGs),triboelectric series,and factors affecting TENG power generation and transmission,providing a foundation for the subsequent sections.The review focuses on the different types of MSTENGs and their applications in coastal infrastructure.Specifically,it covers magnetic spherical TENG networks,magnet-assisted TENGs,MSTENGs for bridges,and magnetic multilayer structures based on TENGs.The advantages and limitations of each type of MSTENG are discussed in detail,highlighting their respective suitability for different coastal bridge infrastructure applications.In addition,the paper addresses the challenges and provides insights into the future of MSTENGs.These include the need for improved durability and sustainability of MSTENGs in harsh coastal environments,increasing their power-output levels to fulfll high energy needs,and the requirement for collaborative efforts between academia,industry,and government institutions to optimize MSTENG performance.
文摘OBJECTIVE:To evaluate the effect of Persian shallot extract on the serum markers and blood pressure of patients with metabolic syndrome(MetS).METHODS:Fifty patients with Met S diagnosis were randomly assigned to the intervention(Persian shallot extract)and the control(placebo)group.Both groups received treatment for three months.Before the study and at the end of the study,5 mL peripheral blood was taken from each patient.The measured factors included total antioxidant capacity(TAC),superoxide dismutase enzyme(SOD),malondialdehyde,oxidized low-density lipoprotein(Ox-LDL),apolipoprotein H(Apo-H),fasting blood glucose(FBS),total cholesterol,triglycerides,high-density lipoprotein(HDL),LDL,and systolic and diastolic blood pressure.RESULTS:At baseline,the evaluated parameters were not significantly different between the intervention and control groups.At the end of the study,the mean serum levels of malondialdehyde and ox-LDL were significantly lower in the intervention group.The mean FBS,cholesterol,triglycerides,and LDL were significantly lower in the intervention group.The mean TAC and HDL were significantly higher in the intervention group(P<0.05).Moreover,the intervention group significantly reduced systolic and diastolic blood pressure.No other significant association was observed.CONCLUSION:Persian shallot extract has several beneficial effects in Met S patients,including optimizing oxidative balance,reducing blood pressure,fasting blood sugar,and blood lipid profile.
基金founded by the Gordon and Betty Moore Foundation through grants GBMF5490 and GBMF10501 to Ohio State Universitythe Alfred P.Sloan Foundation grant G-2021-14192
文摘We presented the first photometric light curve solutions of four W Ursae Majoris-type contact binary systems.This investigation utilized photometric data from the Transiting Exoplanet Survey Satellite and Gaia Data Release 3(DR3).We used the PHysics Of Eclipsing BinariEs Python code and the Markov Chain Monte Carlo method for these light curve solutions.Only TIC 249064185 among the target systems needed a cold starspot to be included in the analysis.Based on the estimated mass ratios for these total eclipse systems,three of them are categorized as low mass ratio contact binary stars.The absolute parameters of the systems were estimated using the Gaia DR3 parallax method and the orbital period and semimajor axis(P-a)empirical relationship.We ascertained that the TIC 318015356 and TIC 55522736 systems are A-subtypes,while TIC 249064185 and TIC 397984843 are W-subtypes,depending on each component’s effective temperature and mass.We estimated the initial masses of the stars,the mass lost by the binary system,and the systems’ages.We displayed star positions in the mass-radius,mass-luminosity,and total mass-orbital angular momentum diagrams.In addition,our findings indicate a good agreement with the mass-temperature empirical parameter relationship for the primary stars.
文摘The ability of plants to tolerate cold is a complex process.When temperatures drop or freeze,plant tissues can develop ice,which dehydrates the cells.However,plants can protect themselves by preventing ice formation.This intricate response to cold stress is regulated by hormones,photoperiod,light,and various factors,in addition to genetic influences.In autumn,plants undergo morphological,physiological,biochemical,and molecular changes to prepare for the low temperatures of winter.Understanding cellular stress responses is crucial for genetic manipulation aimed at enhancing cold resistance.Early autumn frosts or late spring chills can cause significant damage to plants,making it essential to adapt in autumn to survive winter conditions.While the general process of acclimatization is similar across many plant species,variations exist depending on the specific type of plant and regional conditions.Different plant organs exhibit varying degrees of damage from cold stress,and by applying agricultural principles,potential damage can be largely controlled.Timely reinforcement and stress prevention can minimize cold-related damage.Research has shown that in temperate climates,low temperatures restrict plant growth and yield.However,the intricate structural systems involved remain poorly understood.Over the past decade,studies have focused on the molecular mechanisms that enable plants to adapt to and resist cold stress.The gene signaling system is believed to play a crucial role in cold adaptation,and researchers have prioritized this area in their investigations.This study critically examines plant responses to cold stress through physiological adaptations,including calcium signaling dynamics,membrane lipid modifications,and adjustments in antioxidant systems.These mechanisms activate downstream gene expression and molecular functions,leading to key resistance strategies.Additionally,we explore the regulatory roles of endogenous phytohormones and secondary metabolites in cold stress responses.This review aims to enhance our foundational understanding of the mechanisms behind plant cold adaptation.
基金supported by the National Natural Science Foundation of China(52350410465)the General Projects of Guangdong Natural Science Research Projects(2023A1515011520).
文摘Accurate daily suspended sediment load(SSL)prediction is essential for sustainable water resource management,sediment control,and environmental planning.However,SSL prediction is highly complex due to its nonlinear and dynamic nature,making traditional empirical models inadequate.This study proposes a novel hybrid approach,integrating the Adaptive Neuro-Fuzzy Inference System(ANFIS)with the Gradient-Based Optimizer(GBO),to enhance SSL forecasting accuracy.The research compares the performance of ANFIS-GBO with three alternative models:standard ANFIS,ANFIS with Particle Swarm Optimization(ANFIS-PSO),and ANFIS with Grey Wolf Optimization(ANFIS-GWO).Historical SSL and streamflow data from the Bailong River Basin,China,are used to train and validate the models.The input selection process is optimized using the Multivariate Adaptive Regression Splines(MARS)method.Model performance is evaluated using statistical metrics such as Root Mean Square Error(RMSE),Mean Absolute Error(MAE),Mean Absolute Percentage Error(MAPE),Nash Sutcliffe Efficiency(NSE),and Determination Coefficient(R^(2)).Additionally,visual assessments,including scatter plots,Taylor diagrams,and violin plots,provide further insights into model reliability.The results indicate that including historical SSL data improves predictive accuracy,with ANFIS-GBO outperforming the other models.ANFIS-GBO achieves the lowest RMSE and MAE and the highest NSE and R^(2),demonstrating its superior learning ability and adaptability.The findings highlight the effectiveness of nature-inspired optimization algorithms in enhancing sediment load forecasting and contribute to the advancement of AI-based hydrological modeling.Future research should explore the integration of additional environmental and climatic variables to enhance predictive capabilities further.
基金supported by Shahid Bahonar Universi-ty of Kerman.
文摘The Makran Sea is a complex marine environment.The purpose of this research is screening of emulsifier-producing bacteria in this marine environment and optimization of emulsifier production by the best-producing strain.Marine samples(seawater and sediments)were collected from four different zones in the Makran Sea.The emulsification activity index(E_(24))and Bacterial Ad-hesion To Hydrocarbons(BATH)were used to select the best emulsifier-producing strains.The prevalent strains were identified by PCR.The optimization of the emulsifier production medium by the best strain was done by two-level factorial design.Seventeen emulsifier-producing strains were isolated from sediments and seawater in the Makran Sea.The strains M6,BS-2,and J6 were select-ed between all isolates because they have 83%,91%,and 85%emulsification activity(E_(24))respectively.The results of sequencing confirmed that these three strains(M6,BS-2,and J6)belong to Cobetia marina,Shewanella alga,and Thalassospira permensis re-spectively.Maximum emulsifier production occurred at crude oil concentration(4%,v/v),peptone(2.5 g/L),yeast extract(1.5 g/L),molasses(2%),and at a temperature of 25℃.The results of this research confirmed that the Makran Sea has the potential to reach ro-bust marine bacteria with different biotechnological applications.
