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Study on Surface Plotting Methods in Parts Plotting
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作者 LIU Zhen ZHAO Fa-dong 《Computer Aided Drafting,Design and Manufacturing》 2013年第2期44-47,共4页
According to the factors that confirm the shape of surface, it is classified into two categories: arc surface and curve surface The method to confirm the category of surfaces and the plotting methods are discussed in... According to the factors that confirm the shape of surface, it is classified into two categories: arc surface and curve surface The method to confirm the category of surfaces and the plotting methods are discussed in this paper, which provide guidance for parts plotting. 展开更多
关键词 surface plotting arc surface curve surface plotting method
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Parameter Identification of Structural Nonlinearity by Using Response Surface Plotting Technique
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作者 LIU Xin WANG Lixiao +1 位作者 CHEN Qidong SUN Beibei 《Journal of Shanghai Jiaotong university(Science)》 EI 2021年第6期819-827,共9页
With rigorous dynamic performance of mechanical products,it is important to identify dynamic parameters exactly.In this paper,a response surface plotting method is proposed and it can be applied to identify the dynami... With rigorous dynamic performance of mechanical products,it is important to identify dynamic parameters exactly.In this paper,a response surface plotting method is proposed and it can be applied to identify the dynamic parameters of some nonlinear systems.The method is based on the principle of harmonic balance method(HBM).The nonlinear vibration system behaves linearly under the steady-state response amplitude,which presents the equivalent stiffness and damping coefficient.The response surface plot is over two-dimensional space,which utilizes excitation as the vertical axis and the frequency as the horizontal axis.It can be applied to observe the output vibration response data.The modal parameters are identified by the response surface plot as linearity for different excitation levels,and they are converted into equivalent stiffness and damping coefficient for each resonant response.Finally,the HBM with first-order expansion is utilized for identification of stiffness and damping coefficient of nonlinear systems.The classical nonlinear systems are applied in the numerical simulation as the example,which is used to verify its effectiveness and accuracy.An application of this technique for nonlinearity identification by experimental setup is also illustrated. 展开更多
关键词 structural nonlinearity parameter identification equivalent stiffness and damping response surface plot
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Computer plotting of multisystem p-T, T-X, p-X phase diagrams
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作者 殷辉安 韩文喜 August F.Koster van Groos 《Science China Chemistry》 SCIE EI CAS 1996年第3期235-244,共10页
As a continuation to the work reported by Yin in 1992, a new procedure is presented for computer plotting of the stable equilibrium phase diagram of an n-component system composed of (n + k) stoichiometric phases (or ... As a continuation to the work reported by Yin in 1992, a new procedure is presented for computer plotting of the stable equilibrium phase diagram of an n-component system composed of (n + k) stoichiometric phases (or fluid species) where 2≤k≤4. The main points of the procedure are: (i) using the technique of sequential-absence of phases (SAP) to determine the possible invariant and univariant assemblages in a given multisystem; (ii) using the matrix inverse technique to generate and balance the univariant reactions from the corresponding univariant assemblages; (iii) comparing the phase assemblage at each invariant point with that of each univariant reaction to select the univariant curves about the corresponding invariant point; (iv) locating the invariant points with the technique of finding common equilibrium relation (CER); (v) using the sign function matrix (SFM) technique to discriminate between the stable portion of a univariant curve and its metastable extension about the corresponding invariant point; and (vi) using a new SFM method to identify the stabilities of the invariant points. The source program for microcomputers, PHD, is written in TURBO-PASCAL. 展开更多
关键词 multisystem STABLE EQUILIBRIUM phase DIAGRAM COMPUTER plotting thermodynamics.
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Optical Spectroscopy Methods for Determining Semiconductor Bandgaps
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作者 ZHANG Yong 《发光学报》 北大核心 2025年第7期1271-1282,共12页
Although there are numerous optical spectroscopy techniques and methods that have been used to extract the fundamental bandgap of a semiconductor,most of them belong to one of these three approaches:(1)the excitonic a... Although there are numerous optical spectroscopy techniques and methods that have been used to extract the fundamental bandgap of a semiconductor,most of them belong to one of these three approaches:(1)the excitonic absorption,(2)modulation spectroscopy,and(3)the most widely used Tauc-plot.The excitonic absorption is based on a many-particle theory,which is physically the most correct approach,but requires more stringent crystalline quality and appropriate sample preparation and experimental implementation.The Tauc-plot is based on a single-particle theo⁃ry that neglects the many-electron effects.Modulation spectroscopy analyzes the spectroscopy features in the derivative spectrum,typically,of the reflectance and transmission under an external perturbation.Empirically,the bandgap ener⁃gy derived from the three approaches follow the order of E_(ex)>E_(MS)>E_(TP),where three transition energies are from exci⁃tonic absorption,modulation spectroscopy,and Tauc-plot,respectively.In principle,defining E_(g) as the single-elec⁃tron bandgap,we expect E_(g)>E_(ex),thus,E_(g)>E_(TP).In the literature,E_(TP) is often interpreted as E_(g),which is conceptual⁃ly problematic.However,in many cases,because the excitonic peaks are not readily identifiable,the inconsistency be⁃tween E_(g) and E_(TP) becomes invisible.In this brief review,real world examples are used(1)to illustrate how excitonic absorption features depend sensitively on the sample and measurement conditions;(2)to demonstrate the differences between E_(ex),E_(MS),and E_(TP) when they can be extracted simultaneously for one sample;and(3)to show how the popular⁃ly adopted Tauc-plot could lead to misleading results.Finally,it is pointed out that if the excitonic absorption is not ob⁃servable,the modulation spectroscopy can often yield a more useful and reasonable bandgap than Tauc-plot. 展开更多
关键词 semiconductor material bandgap excitonic absorption modulation spectroscopy Tauc plot
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Changes in Violaxanthin Deepoxidase Activity and Unsaturation of Thylakoid Membrane Lipids in Indica and Japonica Rice Under Chilling Condition and Strong Light 被引量:1
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作者 季本华 曹云英 +3 位作者 谢焕松 朱素琴 马强 焦德茂 《Acta Botanica Sinica》 CSCD 2003年第9期1063-1070,共8页
To explore the differences of sensitivities to chilling and strong light in indica and japonica rice (Oryza sativa L), the changes in unsaturation of thylakoid membrane lipids and xanthophyll cycle were studied under ... To explore the differences of sensitivities to chilling and strong light in indica and japonica rice (Oryza sativa L), the changes in unsaturation of thylakoid membrane lipids and xanthophyll cycle were studied under chilling condition and strong light. The contents of unsaturated fatty acids of thylakoid membrane lipids decreased and that of the saturated ones increased with the time of chilling and strong light treatment, resulting in the reduction of the index of unsaturation of fatty acids (IUFA). The activity of violaxanthin deepoxidase (VDE), a key enzyme of xanthophyll cycle, also reduced. The content of violaxanthin (V) increased, and the contents of antheraxanthin (A) and zeaxanthin M decreased, the ratio of (A+Z)/ (A+Z+V) decreased correspondingly. Arrhenius analysis showed that VDE was sensitive to both chilling and unsaturation level of thylakoid membrane lipids. Correlation analysis showed that there was distinctly positive relationships between IUFA of thylakoid membrane lipids and the activity of VDE, Fv/Fm, and D, protein content. Lower IUFA values, less fluidity and stability of thylakoid membrane lipids, lower VDE activity and (A+Z)/(A+Z+V) ratio were found in indica rice cv. Shanyou 63 than in japonica rice cv. 9516 under chilling and strong light. 展开更多
关键词 thylakoid membrane lipids xanthophyll cycle violaxanthin deepoxidase Arrhenius plotting RICE
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Optimal integration of forest inventory data and aerial image-based canopy height models for forest stand management
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作者 Ardalan Daryaei Zoran Trailovic +3 位作者 Hormoz Sohrabi Clement Atzberger Eduard Hochbichler Markus Immitzer 《Forest Ecosystems》 2025年第3期443-453,共11页
Accurate,reliable,and regularly updated information is necessary for targeted management of forest stands.This information is usually obtained from sample-based field inventory data.Due to the time-consuming and costl... Accurate,reliable,and regularly updated information is necessary for targeted management of forest stands.This information is usually obtained from sample-based field inventory data.Due to the time-consuming and costly procedure of forest inventory,it is imperative to generate and use the resulting data optimally.Integrating field inventory information with remote sensing data increases the value of field approaches,such as national forest inventories.This study investigated the optimal integration of forest inventory data with aerial image-based canopy height models(CHM)for forest growing stock estimation.For this purpose,fixed-area and angle-count plots from a forest area in Austria were used to assess which type of inventory system is more suitable when the field data is integrated with aerial image analysis.Although a higher correlation was observed between remotely predicted growing stocks and field inventory values for fixed-area plots,the paired t-test results revealed no statistical difference between the two methods.The R2 increased by 0.08 points and the RMSE decreased by 7.7 percentage points(24.8m^(3)·ha^(−1))using fixed-area plots.Since tree height is the most critical variable essential for modeling forest growing stock using aerial images,we also compared the tree heights obtained from CHM to those from the typical field inventory approach.The result shows a high correlation(R^(2)=0.781)between the tree heights extracted from the CHM and those measured in the field.However,the correlation decreased by 0.113 points and the RMSE increased by 4.2 percentage points(1.04m)when the allometrically derived tree heights were analyzed.Moreover,the results of the paired t-test revealed that there is no significant statistical difference between the tree heights extracted from CHM and those measured in the field,but there is a significant statistical difference when the CHM-derived and the allometrically-derived heights were compared.This proved that image-based CHM can obtain more accurate tree height information than field inventory estimations.Overall,the results of this study demonstrated that image-based CHM can be integrated into the forest inventory data at large scales and provide reliable information on forest growing stock.The produced maps reflect the variability of growth conditions and developmental stages of different forest stands.This information is required to characterize the status and changes,e.g.,in forest structure diversity,parameters for volume,and can be used for forest aboveground biomass estimation,which plays an important role in managing and controlling forest resources in mid-term forest management.This is of particular interest to forest managers and forest ecologists. 展开更多
关键词 Forest inventory Growing stock Fixed-area plot Angle-count plot Aerial imagery Tree height Random forest regression
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A Timeline-Based Analysis for the Foreshadowing in the Story of Your Name(2016)
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作者 Chang Yen-Jung Hsu Shih-Ya 《Journalism and Mass Communication》 2025年第4期224-235,共12页
Animation has been a popular form of feature length movie.In addition to the mean of entertainment,some animated works move audiences deeply and even arouse their reflection.In order to achieve this,the setup of story... Animation has been a popular form of feature length movie.In addition to the mean of entertainment,some animated works move audiences deeply and even arouse their reflection.In order to achieve this,the setup of story structure is critical,and the arrangement of the time and setting of foreshadowing in plots influence significantly on audiences’understanding and feeling towards films.Your Name,directed by Japanese animation director,Makoto Shinkai,was an animated feature film released in 2016,soon received high praise by audiences and film review critics,and ended with the highest gross in box office of the director’s works ever.The story of this animation is special for its non-linear structure,which is seldom seen in feature length animated works.The question on how this non-linear structure presents a compelling story and touch audiences so deeply is worth to explore in depth.There is very few analytical study that dedicates on the examination of the foreshadowing based on timeline from an empirical point of view in the area of narrative studies.Hence,this study investigates the spatial-time arrangement,and foreshadowing of plots in Your Name with the basis of timeline in the film.The textual analysis is undertaken with timeline by deconstructing events and elements in the story to look into the arrangement of foreshadowing.The result indicates that the spatial-time structure is complicated by keeps jumping between the year 2013 and 2016 from the two main characters’point of views in different locations,and ends in the year 2021.There are six elements of foreshadowing in this story,and each of them corresponds to important turning points of the story.They appear in the first and the second act of the story to progress the storyline and make the story reasonable through the functions of advanced notice and advanced mention,and gradually echo and accumulate to build up the climax of the narrative to cross over to the third act.In spite of the three settings of the story,the crash of meteorite,the exchanging of body and soul,and the time traveling are rather ordinary,elements of foreshadowing originated form Japanese folk culture interweave plots of the story to create its specialty. 展开更多
关键词 Your Name NARRATIVE TIMELINE PLOTS FORESHADOWING
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Assessing the effect of plot size on species diversity in a mixed oriental beech forest
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作者 Narges Kardgar Ramin Rahmani +1 位作者 Habib Zare Somayeh Ghorbani 《Journal of Forestry Research》 2025年第1期209-222,共14页
Plant species diversity is one of the most widely used indicators in ecosystem management.The relation of species diversity with the size of the sample plot has not been fully determined for Oriental beech forests(Fag... Plant species diversity is one of the most widely used indicators in ecosystem management.The relation of species diversity with the size of the sample plot has not been fully determined for Oriental beech forests(Fagus orientalis Lipsky),a widespread species in the Hyrcanian region.Assessing the impacts of plot size on species diversity is fundamental for an ecosystem-based approach to forest management.This study determined the relation of species diversity and plot size by investigating species richness and abundance of both canopy and forest floor.Two hundred and fifty-six sample plots of 625 m^(2) each were layout in a grid pattern across 16 ha.Base plots(25 m×25 m)were integrated in different scales to investigate the effect of plot size on species diversity.The total included nine plots of 0.063,0.125,0.188,0.250,0.375,0.500,0.563,0.750 and 1 ha.Ten biodiversity indices were calculated.The results show that species richness in the different plot sizes was less than the actual value.The estimated value of the Simpson species diversity index was not significantly different from actual values for both canopy and forest floor diversity.The coefficient of variation of this index for the 1-ha sample plot showed the lowest amount across different plot sizes.Inverse Hill species diversity was insignificant difference across different plot sizes with an area greater than 0.500 ha.The modified Hill evenness index for the 1-ha sample size was a correct estimation of the 16-ha for both canopy and forest floor;however,the precision estimation was higher for the canopy layer.All plots greater than 0.250-ha provided an accurate estimation of the Camargo evenness index for forest floor species,but was inaccurate across different plot sizes for the canopy layer.The results indicate that the same plot size did not have the same effect across species diversity measurements.Our results show that correct estimation of species diversity measurements is related to the selection of appropriate indicators and plot size to increase the accuracy of the estimate so that the cost and time of biodiversity management may be reduced. 展开更多
关键词 Species diversity Oriental beech forest Sample plot size Richness EVENNESS
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Professor Wang Zhonghong’s Dream for Vegetables on the Plateau
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作者 Sun Ruirong 《China's Tibet》 2025年第4期52-55,共4页
In 2024,Xizang Agricultural and Animal Husbandry University horticulture professor Wang Zhonghong"contracted"several mus(1 Chinese mu=0.164 acre)of experimental plots from the Bureau of Science and Technolog... In 2024,Xizang Agricultural and Animal Husbandry University horticulture professor Wang Zhonghong"contracted"several mus(1 Chinese mu=0.164 acre)of experimental plots from the Bureau of Science and Technology in Nyingchi on the outskirts of the city. 展开更多
关键词 highland vegetable cultivation science technology Wang Zhonghong Nyingchi agriculture university professor experimental plots Tibetan agriculture
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Fractional Discrete-Time Analysis of an Emotional Model Built on a Chaotic Map through the Set of Equilibrium and Fixed Points
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作者 Shaher Momani Rabha W.Ibrahim Yeliz Karaca 《Computer Modeling in Engineering & Sciences》 2025年第4期809-826,共18页
Fractional discrete systems can enable the modeling and control of the complicated processes more adaptable through the concept of versatility by providing systemdynamics’descriptions withmore degrees of freedom.Nume... Fractional discrete systems can enable the modeling and control of the complicated processes more adaptable through the concept of versatility by providing systemdynamics’descriptions withmore degrees of freedom.Numerical approaches have become necessary and sufficient to be addressed and employed for benefiting from the adaptability of such systems for varied applications.A variety of fractional Layla and Majnun model(LMM)system kinds has been proposed in the current work where some of these systems’key behaviors are addressed.In addition,the necessary and sufficient conditions for the stability and asymptotic stability of the fractional dynamic systems are investigated,as a result of which,the necessary requirements of the LMM to achieve constant and asymptotically steady zero resolutions are provided.As a special case,when Layla and Majnun have equal feelings,we propose an analysis of the system in view of its equilibrium and fixed point sets.Considering that the system has marginal stability if its eigenvalues have both negative and zero real portions,it is demonstrated that the system neither converges nor diverges to a steady trajectory or equilibrium point.It,rather,continues to hover along the line separating stability and instability based on the fractional LMM system. 展开更多
关键词 Fractional difference system fractional differential operators fractional calculus chaotic map EQUILIBRIUM fixed point sets nyquist plot routh-Hurwitz criterion
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Determinants of generalized anxiety and construction of a predictive model in patients with chronic obstructive pulmonary disease
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作者 Yi-Pu Zhao Wei-Hua Liu Qun-Cheng Zhang 《World Journal of Psychiatry》 2025年第2期48-58,共11页
BACKGROUND Patients with chronic obstructive pulmonary disease(COPD)frequently experience exacerbations requiring multiple hospitalizations over prolonged disease courses,which predispose them to generalized anxiety d... BACKGROUND Patients with chronic obstructive pulmonary disease(COPD)frequently experience exacerbations requiring multiple hospitalizations over prolonged disease courses,which predispose them to generalized anxiety disorder(GAD).This comorbidity exacerbates breathing difficulties,activity limitations,and social isolation.While previous studies predominantly employed the GAD 7-item scale for screening,this approach is somewhat subjective.The current literature on predictive models for GAD risk in patients with COPD is limited.AIM To construct and validate a GAD risk prediction model to aid healthcare professionals in preventing the onset of GAD.METHODS This retrospective analysis encompassed patients with COPD treated at our institution from July 2021 to February 2024.The patients were categorized into a modeling(MO)group and a validation(VA)group in a 7:3 ratio on the basis of the occurrence of GAD.Univariate and multivariate logistic regression analyses were utilized to construct the risk prediction model,which was visualized using forest plots.The model’s performance was evaluated using Hosmer-Lemeshow(H-L)goodness-of-fit test and receiver operating characteristic(ROC)curve analysis.RESULTS A total of 271 subjects were included,with 190 in the MO group and 81 in the VA group.GAD was identified in 67 patients with COPD,resulting in a prevalence rate of 24.72%(67/271),with 49 cases(18.08%)in the MO group and 18 cases(22.22%)in the VA group.Significant differences were observed between patients with and without GAD in terms of educational level,average household income,smoking history,smoking index,number of exacerbations in the past year,cardiovascular comorbidities,disease knowledge,and personality traits(P<0.05).Multivariate logistic regression analysis revealed that lower education levels,household income<3000 China yuan,smoking history,smoking index≥400 cigarettes/year,≥two exacerbations in the past year,cardiovascular comorbidities,complete lack of disease information,and introverted personality were significant risk factors for GAD in the MO group(P<0.05).ROC analysis indicated that the area under the curve for predicting GAD in the MO and VA groups was 0.978 and 0.960.The H-L test yieldedχ^(2) values of 6.511 and 5.179,with P=0.275 and 0.274.Calibration curves demonstrated good agreement between predicted and actual GAD occurrence risks.CONCLUSION The developed predictive model includes eight independent risk factors:Educational level,household income,smoking history,smoking index,number of exacerbations in the past year,presence of cardiovascular comorbidities,level of disease knowledge,and personality traits.This model effectively predicts the onset of GAD in patients with COPD,enabling early identification of high-risk individuals and providing a basis for early preventive interventions by nursing staff. 展开更多
关键词 Chronic obstructive pulmonary disease Generalized anxiety disorder Predictive model Determinants analysis Forest plot
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Detection of floating marine macro plastics using a new index with remote sensing data
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作者 Kalani Randima Lakshani PATHIRA ARACHCHILAGE Danling TANG Sufen WANG 《Journal of Oceanology and Limnology》 2025年第3期723-734,共12页
A massive amount of plastic waste has presented an immense management challenge.This escalating ecological damage,coupled with the detrimental effects of plastics infiltrating the marine food web,poses a significant t... A massive amount of plastic waste has presented an immense management challenge.This escalating ecological damage,coupled with the detrimental effects of plastics infiltrating the marine food web,poses a significant threat to human livelihoods.To combat this,there is a call for the development of plastic detection algorithms using remote sensing data.Here we tested a new index,referred to index_(MP),to detect clusters of floating macro plastics in the ocean using satellite imagery.The index_(MP)was applied to convolution high-pass filtered(3×3)Sentinel 2 Level 1 C images,showing the potential to reduce atmospheric interference and enhance the object edges,thereby improving the clarity of detection.In the analysis,we used three scatter plots to identify and assess plastic pixels.To differentiate the common features of plastic from non-plastic objects,the Sentinel 2 bands 5,8,and 9 were plotted against index_(MP)calculated and convolution high-pass filtered Level 1 C(CHPIC)images.The plastic pixels,clustering in the three scatter plots,showed positive‘X’,i.e.,CHPIC image value and‘Y’,i.e.,each band 5,8,and 9 reflectance values,along with a CHPIC image value exceeding 0.05.Using the index_(MP)and scatter plot analysis,we identified plastic pixels containing 14%or more plastic bottles.Detection of other types of plastics,such as fishing nets and plastic bags,required pixel proportions greater than 50%.Hence,plastic bottles were notably responsive even at a low pixel fraction.We further explored the classification of plastic and non-plastic objects by analyzing reed(plant)pixels;the differentiation between plastic and reed was conducted in the band 5 and 9 scatter plots. 展开更多
关键词 floating macro plastic Sentinel 2 Level 1 C image index_(MP) scatter plot
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Lifespan of tropical trees from seed to 1-cm diameter
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作者 Richard Condit Andrés Hernández +5 位作者 Oswaldo Calderón Rolando Pérez Salomón Aguilar Liza S.Comita Stephen P.Hubbell S.Joseph Wright 《Forest Ecosystems》 2025年第3期551-560,共10页
Background The full lifespan of long-lived trees includes a seedling phase,during which a seed germinates and grows to a size large enough to be measured in forest inventories.Seedling populations are usually studied ... Background The full lifespan of long-lived trees includes a seedling phase,during which a seed germinates and grows to a size large enough to be measured in forest inventories.Seedling populations are usually studied separately from adult trees,and the seedling lifespan,from seed to sapling,is poorly known.In the 50-ha Barro Colorado forest plot,we started intensive censuses of seeds and seedlings in 1994 in order to merge seedling and adult demography and document complete lifespans.Methods In 17 species abundant in seedling censuses,we subdivided populations into six size classes from seed to 1cm dbh,including seeds plus five seedling stages.The smallest seedling class was subdivided by age.Censuses in two consecutive years provided transition matrices describing the probability that a seedling in one stage moved to another one year later.For each species,we averaged the transition matrix across 25 censuses and used it to project the seedling lifespan,from seed until 1cm dbh or death.Results The predicted mean survival rate of seeds to 1cm dbh varied 1000-fold across species,from 2.9×10^(−6)to 4.4×10^(−3);the median was 2.0×10^(−4).The seedling lifespan,or the average time it takes a seed to grow to 1cm dbh,varied across species from 5.1 to 53.1 years,with a median of 20.3 years.In the median species,the 10%fastest-growing seeds would reach 1cm dbh in 9.0 years,and the slowest 10%in 34.6 years.Conclusions Combining seedling results with our previous study of lifespan after 1cm dbh,we estimate that the focal species have full lifespans varying from 41 years in a gap-demanding pioneer to 320 years in one shade-tolerant species.Lifetime demography can contribute precise survival rates and lifespans to forestry models. 展开更多
关键词 survival rate document complete lifespansmethods species variation forest plot seedling stage demographic transition merge seedling adult demography tree growth
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Application research of SSA-RF model in predicting the height of water-conducting fracture zone in deep and thick coal seams
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作者 Li Wang Jiming Zhu Zhongchang Wang 《Artificial Intelligence in Geosciences》 2025年第2期250-262,共13页
The 91 measured values of the development height of the water-conducting fracture zone(WCFZ)in deep and thick coal seam mining faces under thick loose layer conditions were collected.Five key characteristic variables ... The 91 measured values of the development height of the water-conducting fracture zone(WCFZ)in deep and thick coal seam mining faces under thick loose layer conditions were collected.Five key characteristic variables influencing the WCFZ height were identified.After removing outliers from the dataset,a Random Forest(RF)regression model optimized by the Sparrow Search Algorithm(SSA)was constructed.The hyperparameters of the RF model were iteratively optimized by minimizing the Out-of-Bag(OOB)error,resulting in the rapid deter-mination of optimal parameters.Specifically,the SSA-RF model achieved an OOB error of 0.148,with 20 de-cision trees,a maximum depth of 8,a minimum split sample size of 2,and a minimum leaf node sample size of 1.Cross-validation experiments were performed using the trained optimal model and compared against other prediction methods.The results showed that the mining height had the most significant correlation with the development height of the WCFZ.The SSA-RF model outperformed all other models,with R2 values exceeding 0.9 across the training,validation,and test datasets.Compared to other models,the SSA-RF model demonstrates a simpler structure,stronger fitting capacity,higher predictive accuracy,and superior stability and generaliza-tion ability.It also exhibits the smallest variation in relative error across datasets,indicating excellent adapt-ability to different data conditions.Furthermore,a numerical model was developed using the hydrogeological data from the 1305 working face at Wanfukou Coal Mine,Shandong Province,China,to simulate the dynamic development of the WCFZ during mining.The SSA-RF model predicted the WCFZ height to be 69.7 m,closely aligning with the PFC2D simulation result of 65 m,with an error of less than 5%.Compared to traditional methods and numerical simulations,the SSA-RF model provides more accurate predictions,showing only a 7.23% deviation from the PFC2D simulation,while traditional empirical formulas yield deviations as large as 19.97%.These results demonstrate the SSA-RF model’s superior predictive capability,reinforcing its reliability and engineering applicability for real-world mining operations.This model holds significant potential for enhancing mining safety and optimizing planning processes,offering a more accurate and efficient approach for WCFZ height prediction. 展开更多
关键词 Deep and thick coal seams Water-conducting fracture zone Out-of-bag error Hyperparameter optimization CS-RF prediction model Cross-validation Violin plot
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Relationship between topographic variables and live aboveground tree biomass on a large temperate forest plot
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作者 Dawn Lemke Luben Dimov +3 位作者 Helen Czech Patience Knight William Finch Richard Condit 《Forest Ecosystems》 2025年第5期813-821,共9页
Understanding local variation in forest biomass allows for a better evaluation of broad-scale patterns and interpretation of forest ecosystems’role in carbon dynamics.This study focuses on patterns of aboveground tre... Understanding local variation in forest biomass allows for a better evaluation of broad-scale patterns and interpretation of forest ecosystems’role in carbon dynamics.This study focuses on patterns of aboveground tree biomass within a fully censused 20 ha forest plot in a temperate forest of northern Alabama,USA.We evaluated the relationship between biomass and topography using ridge and valley landforms along with digitally derived moisture and solar radiation indices.Every live woody stem over 1 cm diameter at breast height within this plot was mapped,measured,and identified to species in 2019-2022,and diameter data were used along with speciesspecific wood density to map the aboveground biomass at the scale of 20 m×20 m quadrats.The aboveground tree biomass was 211 Mg·ha^(-1).Other than small stream areas that experienced recent natural disturbances,the total stand biomass was not associated with landform or topographic indices.Dominant species,in contrast,had strong associations with topography.American beech(Fagus grandifolia)and yellow-poplar(Liriodendron tulipfera)dominated the valley landform,with 37% and 54% greater biomass in the valley than their plot average,respectively.Three other dominant species,white oak(Quercus alba),southern shagbark hickory(Carya carolinaeseptentrionalis),and white ash(Fraxinus americana),were more abundant on slopes and benches,thus partitioning the site.Of the six dominant species,only sugar maple(Acer saccharum)was not associated with landform.Moreover,both topographic wetness and potential radiation indices were significant predictors of dominant species biomass within each of the landforms.The study highlights the need to consider species when examining forest productivity in a range of site conditions. 展开更多
关键词 Aboveground tree biomass Paint rock forest dynamics plot Topographic wetness index(TWI) Potential radiation Landform position index
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华北低丘山区栓皮栎生态系统氧同位素日变化及蒸散定量区分 被引量:17
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作者 孙守家 孟平 +2 位作者 张劲松 何春霞 郑宁 《生态学报》 CAS CSCD 北大核心 2015年第8期2592-2601,共10页
利用稳定同位素技术对华北低丘山区栓皮栎生态系统氧同位素日变化及蒸散定量区分进行研究,为华北低丘山区森林生态系统水汽交换研究提供基础。试验采用离轴积分腔输出光谱技术(OA-ICOS)连续测定生态系统不同高度水汽浓度和δ18O值,同时... 利用稳定同位素技术对华北低丘山区栓皮栎生态系统氧同位素日变化及蒸散定量区分进行研究,为华北低丘山区森林生态系统水汽交换研究提供基础。试验采用离轴积分腔输出光谱技术(OA-ICOS)连续测定生态系统不同高度水汽浓度和δ18O值,同时采用真空提取和液态水同位素分析仪测定枝条和土壤的δ18O值。结果显示,4个晴天中大气水汽浓度日变化复杂,变化趋势差异大,而δ18O日变化均成高-低-高的"V"型变化,最小值出现在12:00—18:00。Keeling方程在10:00—12:00的相关系数R2均大于0.71,方程达到极显著水平,表明此时段蒸腾速率较高,满足植物蒸腾的同位素稳定态假设。利用Keeling方程估算的栓皮栎生态系统δET值有相似的低-高-低日变化,与大气的δv值变化趋势相反。同位素分割结果显示栓皮栎生态系统中蒸腾占蒸散比例日变化呈现低-高-低的趋势,10:00—14:00蒸腾占蒸散比例达到90%以上,尽管6:00—10:00和14:00—18:00的蒸腾占蒸散比例下降,但平均值仍高达69.38%,表明华北低丘山区栓皮栎生态系统的蒸散主要来源于植物蒸腾。 展开更多
关键词 栓皮栎 稳定同位素 keeling plot方程 蒸散 蒸腾
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利用原位连续测定水汽δ^(18)O值和Keeling Plot方法区分麦田蒸散组分 被引量:33
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作者 袁国富 张娜 +2 位作者 孙晓敏 温学发 张世春 《植物生态学报》 CAS CSCD 北大核心 2010年第2期170-178,共9页
利用稳定同位素技术和Keeling Plot方法可以有效分割地表蒸散量,进而加深对陆地生态系统水循环的理解。该研究通过原位连续测定麦田的水汽同位素数据,评价Keeling Plot方法在分割地表蒸散中的应用,并揭示华北冬小麦(Triticum aes-tivum... 利用稳定同位素技术和Keeling Plot方法可以有效分割地表蒸散量,进而加深对陆地生态系统水循环的理解。该研究通过原位连续测定麦田的水汽同位素数据,评价Keeling Plot方法在分割地表蒸散中的应用,并揭示华北冬小麦(Triticum aes-tivum)蒸腾在总蒸散中的比例。实验于2008年3-5月在中国科学院栾城农业生态站进行,利用国际上先进的H218O、HD16O激光痕量气体分析仪(TDLAS)为基础构建的大气水汽18O/16O和D/H同位素比原位连续观测系统,同时利用涡度相关技术、真空抽提技术、同位素质谱仪技术,获取了必要的数据。研究分析了一天中不同时间段的连续的大气水汽δ18O与水汽浓度倒数拟合Keeling Plot曲线的差异和可能的原因。结果显示,中午时段的拟合结果较好,这也暗示中午时段蒸腾速率高时最可能满足植物蒸腾的同位素稳定态假设。进一步的分析发现植物蒸腾的同位素稳定态并不总是成立,尤其是水分胁迫下进入成熟期的小麦,其蒸腾水汽同位素一般处于非稳定态。利用同位素分割结果显示,生长盛期麦田94%-99%的蒸散来源于植物蒸腾。 展开更多
关键词 通量分割 Keeling PLOT 稳定同位素 激光痕量气体分析仪(TDLAS)
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Community Structure and Diversity Distributions of Small Mammals in Different Sample Plots in the Eastern Part of Wuling Mountains 被引量:13
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作者 刘井元 杜红 +3 位作者 田耕百 余品红 王身文 彭红 《Zoological Research》 CAS CSCD 北大核心 2008年第6期637-645,共9页
Five years' (2000-2004) continuous study has been carried out on small mammals such as rodents in seven different sample plots, at three different altitudes and in six different ecological environment types in the ... Five years' (2000-2004) continuous study has been carried out on small mammals such as rodents in seven different sample plots, at three different altitudes and in six different ecological environment types in the eastern part of the Wuling Mountains, south bank of the Three Gorges of Yangtze River in Hubei. A total of 29 297 rat clamps/times were placed and 2271 small mammals such as rodents were captured, and 26 small mammals were captured by other means. All the small mammals captured belonged to 8 families 19 genera and 24 species, of which rodentia accounted for 70.83% and insectivora 29.17%. Through analysis of the data, the results showed that: 1 ) although the species richness had a trend of increasing along different sample plots as altitude increased from south to north, quite a few species showed a wide habitat range in a vertical distribution ( 15 species were dispersed over three zones and two species over two zones) , indicating a strong adaptability of small mammals such as rOdents at lower altitudes in most areas and comparatively less vertical span of entire mountains; 2) whether in seven different sample plots or six different ecological types, Apodemus agrarius and Rattus norvegicus were dominant species below 1200m, and Anourosorex squamipes, Niviventer confucianus and Apodemus draco were dominant above altitudes of 1300m, however, in quantity they were short of identical regularity, meaning they did not increase as the altitude did, or decrease as the ecological areas changed; 3)the density in winter was obviously greater than that in spring, and the distribution showed an increasing trend along with altitude, but the density in different sample plots was short of identical regularity, showing changes in different seasons and altitude grades had an important impact on small mammals such as rodents; 4) in species diversity and evenness index, there were obvious changes between the seven different sample plots, probably caused by frequent human interference in this area. Comparatively speaking, there was less human interference at high altitudes where vegetation was rich and had a high diversity and evenness index, and the boundary effect and community stability were obvious. Most ecological types have been seriously interfered with due to excessive assart at low altitudes with singular vegetation and low diversity and evenness index and poor community stability, showing an ecosystem with poor anti-reversion. If human interference can be reduced in those communities at high altitudes with low diversity and evenness index, the biological diversity in the communities will gradually recover to similar levels of other ecological areas. 展开更多
关键词 Small mammals Community structure Species diversity Sample plots Eastern part of Wuling Mountains
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非均衡河道高程剖面及其蕴含的构造活动信息 被引量:11
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作者 王一舟 张会平 +3 位作者 郑德文 李朝鹏 肖霖 李又娟 《第四纪研究》 CAS CSCD 北大核心 2018年第1期220-231,共12页
活动造山带的河流水系深受区域构造活动影响,记录了丰富的构造活动信息。水力侵蚀方程将构造抬升、河流侵蚀与地形变化相结合,使得可以从河流高程剖面中恢复区域的隆升历史。传统的研究主要利用稳态方程计算河道陡峭系数来表征区域隆... 活动造山带的河流水系深受区域构造活动影响,记录了丰富的构造活动信息。水力侵蚀方程将构造抬升、河流侵蚀与地形变化相结合,使得可以从河流高程剖面中恢复区域的隆升历史。传统的研究主要利用稳态方程计算河道陡峭系数来表征区域隆升的空间分布特征。随着数学物理方法和计算机技术的发展,越来越多的学者开展了对非稳态方程的研究。这些研究主要包括:1)依据裂点溯源迁移模型,计算裂点迁移速率(包括垂直和水平分量),以此估算流域的地貌响应时间;2)对于满足线性条件(河流侵蚀速率与河道坡度呈线性关系)的流域,求得线性非稳态方程的解析解,以此模拟区域隆升历史;3)对于非线性的情况,一般假设区域隆升速率不随空间变化,计算非线性方程的解析解,并据此判别不同时期的构造活动的信号是否可以被全部保留在河道上,即判断是否存在构造信息丢失。对于隆升速率随时间和空间均存在变化的情况,如何求解这一类方程,是一大难点,也是水力侵蚀模型今后的发展方向。 展开更多
关键词 水力侵蚀方程 非稳态 裂点 x-z PLOT 构造活动
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Electrochemical corrosion behavior of arc sprayed Al-Zn-Si-RE coatings on mild steel in 3.5% NaCl solution 被引量:6
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作者 蒋穹 缪强 +4 位作者 仝飞 徐一 任蓓蕾 刘志梅 姚正军 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2014年第8期2713-2722,共10页
Al-Zn-Si-RE coating with high Al content was deposited on mild steel by arc spraying. The electrochemical behavior of Al-Zn-Si-RE coating in 3.5%NaCl solution was systematically studied by potentiodynamic polarization... Al-Zn-Si-RE coating with high Al content was deposited on mild steel by arc spraying. The electrochemical behavior of Al-Zn-Si-RE coating in 3.5%NaCl solution was systematically studied by potentiodynamic polarization, corrosion potential (φcor ) and electrochemical impedance spectroscopy techniques (EIS). The impedance data were fitted to appropriate equivalent circuits to explain the different electrochemical processes occurring at the electrode-electrolyte interface. The results indicate that Al-Zn-Si-RE coating reveals the similar polarization behavior as Zn-15Al coating. The coating has no passive region in the anodic polarization, but far lower corrosion current and much higher corrosion potential. Al-Zn-Si-RE coating provides effective sacrificial protection for steel substrate and the sacrificial anodic protection plays dominant role during the immersion process. In addition, theφcor evolution and EIS plots indicate that the corrosion process can be divided into five stages: pitting-dissolution-redeposition, activation corrosion, cathodic protection, physical barriers and the coating failure. 展开更多
关键词 Al-Zn-Si-RE coating corrosion potential corrosion behavior polarization plots electrochemical impedance spectroscopy
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