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Landscape Ecology:Coupling of Pattern,Process,and Scale 被引量:29
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作者 FU Bojie LIANG Di LU Nan 《Chinese Geographical Science》 SCIE CSCD 2011年第4期385-391,共7页
Landscape ecology provides new theoretical frameworks and methodologies for understanding complex ecological phenomena at multiple scales.Studies of landscape ecology focus on understanding the dynamics of eco-logical... Landscape ecology provides new theoretical frameworks and methodologies for understanding complex ecological phenomena at multiple scales.Studies of landscape ecology focus on understanding the dynamics of eco-logical patterns and processes,and highlight the integration of multiple disciplines.In this paper,we discussed the problems and challenges that landscape ecology is currently facing,emphasizing the limitations of current methods used to describe dynamic landscape patterns and processes.We suggested that the focus should be on the integration of ground-based observation,mobile monitoring,transect survey,and remote-sensing monitoring,as well as improved coupling of experimental and model simulations.In addition,we outlined the research frontiers in landscape ecology,including scaling,integrated pattern and process modeling,and regional synthesis.Lastly,a brief review of pat-tern-process-scale coupling studies in China was provided.We concluded by pointing out that pattern-process-scale interactions,correlations between natural,economic,and social processes,and the coupling of human and natural systems will be major research areas in landscape ecology in the future. 展开更多
关键词 landscape ecology pattern and process SCALE integrated model regional synthesis research
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An overview of the spatial patterns of land surface processes over arid and semiarid regions 被引量:6
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作者 Jian Zeng Jie Shen Qiang Zhang 《Research in Cold and Arid Regions》 2010年第4期288-297,共10页
With data from the project Collaborative Observation of Semi-arid/Arid Regions in North China, collected during July and September 2008, the spatial patterns of land surface processes over arid and semiarid regions ha... With data from the project Collaborative Observation of Semi-arid/Arid Regions in North China, collected during July and September 2008, the spatial patterns of land surface processes over arid and semiarid regions have been investigated based on the ordinary Kriging interpolation approach. Generally, for the radiation processes, downward and upward short-wave radiation have a uniformly increasing trend with latitude, but the spatial patterns of long-wave radiation present notable regional differences: both upward and downward long-wave radiation increase with latitude in the west of North China, while in the east they vary inversely with latitude, suggesting surface temperature and clouds respectively have feedbacks to the long-wave radiation in the west and east of North China. The surface net radiation basically has a negative latitudinal trend. Long-wave radiation budget plays an important role in the spatial pattern of surface net radiation, particularly in the east of North China, although short-wave radiation budget largely determines the magnitude of surface net radiation. For the energy processes, latent and sensible heat flux varies conversely with latitude: more available land surface energy is consumed by evaporating soil water at lower latitudes while more is used for heating the atmosphere at higher latitudes. A soil heat flux maximum and minimum are found in Loess Plateau and Qinghai Plateau respectively, and a maximum is seen in the northeast China. 展开更多
关键词 land surface radiation processes land surface energy processes spatial pattern arid and semiarid regions
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Modeling study on the flow patterns of gas–liquid flow for fast decarburization during the RH process 被引量:3
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作者 Yi-hong Li Yan-ping Bao +2 位作者 Rui Wang Li-feng Ma Jian-sheng Liu 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2018年第2期153-163,共11页
A water model and a high-speed video camera were utilized in the 300-t RH equipment to study the effect of steel flow patterns in a vacuum chamber on fast decarburization and a superior flow-pattern map was obtained d... A water model and a high-speed video camera were utilized in the 300-t RH equipment to study the effect of steel flow patterns in a vacuum chamber on fast decarburization and a superior flow-pattern map was obtained during the practical RH process. There are three flow patterns with different bubbling characteristics and steel surface states in the vacuum chamber: boiling pattern(BP), transition pattern(TP), and wave pattern(WP). The effect of the liquid-steel level and the residence time of the steel in the chamber on flow patterns and decarburization reaction were investigated, respectively. The liquid-steel level significantly affected the flow-pattern transition from BP to WP, and the residence time and reaction area were crucial to evaluate the whole decarburization process rather than the circulation flow rate and mixing time. A superior flow-pattern map during the practical RH process showed that the steel flow pattern changed from BP to TP quickly, and then remained as TP until the end of decarburization. 展开更多
关键词 modeling study flow pattern vacuum chamber residence time decarburization RH process
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Dynamic evolution patterns of the degree of ground resistivity anisotropy and the sets mogenic process 被引量:1
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作者 毛桐恩 胥广银 +2 位作者 范思源 赵明 孙景芳 《Acta Seismologica Sinica(English Edition)》 CSCD 1999年第2期200-205,共8页
Following a new train of thinking, this paper has explored first the potential information in the ground resistivitydata observed by the existing geoelectric observation system, investigated and proposed a new dimensi... Following a new train of thinking, this paper has explored first the potential information in the ground resistivitydata observed by the existing geoelectric observation system, investigated and proposed a new dimensionlessgeoelectric precursor factor, the degree of ground resistivity anisotropy, S, and studied the characteristics of dynamic evolution pattern of S during the seismogenic process. The results show that, during the seismogenic process, the degree of ground resistivity anisotropy (S) displays h process of 'normal' → 'abnormal strengthening(amplitude, range)' → 'abnormal weakening'→ 'earthquake occurrence'→ 'normal'. The earthquake wouldoccur at the time when the S value has entered the late stage of strengthening and turns to weaken and in the gradient belt on the margin ofS anomaly region. The dynamic evolution pattern ofS reflects the changes of the tectonicstress field during the seismogenic process. Therefore, it would be possible to trace the process of earthquake generation and occurrence from the dynamic evolution pattern ofS so as to service eaJ'thquake prediction. 展开更多
关键词 degree of ground resistivity anisotropy dynamic evolution pattern seismogenic process
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Effect of process parameters on density of magnesium alloy parts by low-pressure expendable pattern casting 被引量:1
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作者 李继强 樊自田 董选普 《中国有色金属学会会刊:英文版》 CSCD 2007年第A01期358-362,共5页
The combination of magnesium alloys with the low-pressure expendable pattern casting(LP-EPC) process would bright future for application of magnesium alloys. The researches are focused on the effect of process paramet... The combination of magnesium alloys with the low-pressure expendable pattern casting(LP-EPC) process would bright future for application of magnesium alloys. The researches are focused on the effect of process parameters on the internal casting quality of magnesium alloy parts. AZ91D magnesium alloy castings were produced for different combinations of the LP-EPC process parameters. Specifically,pouring temperature,vacuum,filling velocity and coupling action of these factors were manipulated to observe their effect on the casting porosity and density distribution. The results indicate that the pouring temperature with LP-EPC process is lower than it in gravity casting. The selected process parameters,such as vacuum,filling velocity and coupled modes of them,must ensure melt metal flowing front profile exhibiting smooth and convex shape. The optimal process parameters for the castings are pouring temperature 983-1 023 K,vacuum 0.02-0.03 MPa,filling velocity 60-95 mm/s,and simultaneous filling with sucking. 展开更多
关键词 镁合金 压力 金属材料 物理特性
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Effect of Vibrational Modes on Sand Pressure and Pattern Deformation in the EPC Process 被引量:1
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作者 A.Ikenaga G.S.Cho +1 位作者 K.H.Choe K.W.Lee 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2004年第3期326-329,共4页
During the EPC (expendable pattern casting) process, one of the essential requirements is to prevent pattern distortion duringsand filling and compaction. A new method which vibrates the system in a two-dimensional ci... During the EPC (expendable pattern casting) process, one of the essential requirements is to prevent pattern distortion duringsand filling and compaction. A new method which vibrates the system in a two-dimensional circular mode has been appliedto the EPC process. The molding properties of unbonded sand obtained by this new vibration mode are investigated andcompared with those in the one-dimensional vertical mode. For adequate compaction of sand. the circular vibration mode ismore effective than the vertical mode. Sand became more fluidized by the circular vibration and the particle pressure coefficientwas close to unity The particle pressure coefficient, which is defined as the ratio of horizontal to vertical sand pressure, isresponsible for the effectiveness of sand filling. 展开更多
关键词 EPC process Sand compaction Vibration mode pattern deformation Sand pressure
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Metallogenic Processes:Evidencesfrom Zoning Patterns of Mineralization and alteration and fluid inclusion geochemistryin the Lehong Zn-Pb Deposit in Northeastern Yunnan, China
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作者 ZHAO dong HAN Runshen +4 位作者 REN Tao WANG Jiasheng ZHANG Xiao-pei WU Yongtao CUI Junhao 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2017年第S1期251-252,共2页
1 Introduction The large clusters of Zn-Pb deposits in northeastern Yunnan,located in the southwestern margin of the Yangtze Block,are an important part of the Sichuan-YunnanGuizhou Pb-Zn Poly-metallic Metallogenic Tr... 1 Introduction The large clusters of Zn-Pb deposits in northeastern Yunnan,located in the southwestern margin of the Yangtze Block,are an important part of the Sichuan-YunnanGuizhou Pb-Zn Poly-metallic Metallogenic Triangle Area 展开更多
关键词 In Pb Metallogenic processes:Evidencesfrom Zoning patterns of Mineralization and alteration and fluid inclusion geochemistryin the Lehong Zn-Pb Deposit in Northeastern Yunnan China Zn
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Manufacturing high-performance flexible sensors via advanced patterning techniques
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作者 Xiaokun Qin Bowen Zhong +5 位作者 Hao Xu Joshua A Jackman Kaichen Xu Nam-Joon Cho Zheng Lou Lili Wang 《International Journal of Extreme Manufacturing》 2025年第3期81-124,共44页
Sensors play an important role in information perception during the age of intelligence,particularly in areas such as environmental monitoring and human perception.To meet the huge demands for information acquisition ... Sensors play an important role in information perception during the age of intelligence,particularly in areas such as environmental monitoring and human perception.To meet the huge demands for information acquisition in the whole society,the development of elaborated sensor structures using patterned manufacturing technology is important to improve the performance of sensors.Creating patterned structures can enhance the interaction between the sensitive material and target matter,increase the contact area between the sensor and the target matter,amplify the effect of target matter on the sensor structure,and enhance the density of information sensing by building arrays.This review presents a comprehensive overview of patterned micro-nanostructure manufacturing techniques for performance enhancement of flexible sensors,including printing,exposure lithography,mould method,soft lithography,nanoimprinting lithography,and laser direct writing technology.Meanwhile,it introduces the evaluation methods of flexible sensor performance and discusses how patterned structures influence this performance.Finally,some practical application examples of patterned manufacturing techniques are introduced according to different types of flexible sensors.This review also summarises and provides an outlook on the role of these techniques in enhancing sensor performance offering valuable insights for future developments in the patterned manufacturing of flexible sensors. 展开更多
关键词 patterned process flexible sensor patterned structure performance enhancement
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APPEARANCE PATTERN OF TOOTH GERMS WITH DEVELOPMENTAL PROCESS IN MYLOPHARYNGODON PICEUS
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作者 乐佩琦 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 1995年第2期155-161,共7页
The pharyngeal dental formula of Mylopharyngodon piceus is 4-5 as a rule, and the dentition isasymmetrical. It is difficult to identify each tooth in the larval dentition. In this paper the appearancepattem of tooth g... The pharyngeal dental formula of Mylopharyngodon piceus is 4-5 as a rule, and the dentition isasymmetrical. It is difficult to identify each tooth in the larval dentition. In this paper the appearancepattem of tooth germ with developmental process in this fish is described in detail. The formationpattern of the left dentition is contrasted with that of the right one. In the developmental process,the left pharyngeal dentition lacks teeth at position An3. Thus the left dentition is D-type as designatedby Nakajima(1984), while the right one is A-type. 展开更多
关键词 Mylopharyngodon piceus APPEARANCE pattern of teeth TOOTH GERMS DEVELOPMENTAL process
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基于谱效-毒关系探讨川楝子醋炙减毒增效物质基础 被引量:1
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作者 牛乐 张雨 +2 位作者 范蒙蒙 李红伟 李凯 《中华中医药学刊》 北大核心 2026年第1期72-76,I0008,共6页
目的基于谱效关系和谱毒关系探讨川楝子醋炙减毒增效机理,为其进一步开发利用提供参考。方法采用UPLC双波长测定法,建立川楝子生品及醋炙品指纹图谱,结合主成分分析和偏最小二乘法分析评价川楝子醋炙前后成分变化;以二甲苯致耳肿胀为炎... 目的基于谱效关系和谱毒关系探讨川楝子醋炙减毒增效机理,为其进一步开发利用提供参考。方法采用UPLC双波长测定法,建立川楝子生品及醋炙品指纹图谱,结合主成分分析和偏最小二乘法分析评价川楝子醋炙前后成分变化;以二甲苯致耳肿胀为炎症模型,以炎症抑制率为指标考察川楝子醋炙前后抗炎活性;以血清中总胆汁酸(TBA)、谷草转氨酶(AST)、谷丙转氨酶(ALT)、碱性磷酸酶(ALP)的含量为指标考察川楝子醋炙前后肝毒性作用;采用灰色关联度法考察分析川楝子醋炙前后指纹图谱与抗炎作用和肝毒性的相关性。结果指纹图谱研究显示,生品与醋炙品在210、254 nm波长下分别共匹配16个和13个共有峰;采用主成分分析可将生川楝子与醋川楝子明显区分,采用正交偏最小二乘-判别分析筛选出醋炙前后共13个差异性成分。谱效关系结果显示川楝素、阿魏酸、芦丁、异槲皮苷是抗炎作用关联度较大的化学成分,谱毒关系结果显示川楝素是与肝毒性关联度最大的化学成分。结论川楝子醋炙后可有效降低肝毒性,并增强抗炎活性,川楝子醋炙减毒增效与川楝素、阿魏酸、芦丁、异槲皮苷的成分变化有关,这为川楝子醋炙品的临床应用提供依据。 展开更多
关键词 川楝子 醋炙 指纹图谱 化学模式识别 谱效-毒关系 抗炎作用 肝毒性
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面向创新能力提升的数字图像处理课程教学方法研究
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作者 王新 王铭勋 +2 位作者 杨宝璐 徐捷 穆宝忠 《物理与工程》 2026年第1期59-64,共6页
本文围绕高校数字图像处理课程教学改革的需求,开展了面向创新能力提升的数字图像处理教学方法研究。分析了目前高校数字图像处理课程教学存在的问题,提出了课程内容优化和教学方法改进的具体方案。面向人工智能的发展,设计了具有实用... 本文围绕高校数字图像处理课程教学改革的需求,开展了面向创新能力提升的数字图像处理教学方法研究。分析了目前高校数字图像处理课程教学存在的问题,提出了课程内容优化和教学方法改进的具体方案。面向人工智能的发展,设计了具有实用性的图像模式识别教学案例。为了培养学生的实践能力和创新能力,提出了基于项目驱动式的教学方法,有针对性地设计了相应的综合性案例。优化后的课程内容和教学方法在实际课程教学中得到了检验。未来,高校将进一步加强工业应用、科学研究与教学之间的联系,拓展学生的视野,培养学生的创新能力。 展开更多
关键词 数字图像处理 人工智能 图像模式识别 教学改革
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Optimization and Process Design Tools for Estimation of Weekly Exposure to Air Pollution Integrating Travel Patterns during Pregnancy
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作者 Valentin Simoncic Mario Pozzar +2 位作者 Christophe Enaux Severine Deguen Wahida Kihal-Talantikite 《Open Journal of Statistics》 2022年第3期408-432,共25页
A growing number of international studies have highlighted that ambient air pollution exposures are related to different health outcomes. To do so, researchers need to estimate exposure levels to air pollution through... A growing number of international studies have highlighted that ambient air pollution exposures are related to different health outcomes. To do so, researchers need to estimate exposure levels to air pollution throughout everyday life. In the literature, the most commonly used estimate is based on home address only or taking into account, in addition, the work address. However, several studies have shown the importance of daily mobility in the estimate of exposure to air pollutants. In this context, we developed an R procedure that estimates individual exposures combining home addresses, several important places, and itineraries of the principal mobility during a week. It supplies researchers a useful tool to calculate individual daily exposition to air pollutants weighting by the time spent at each of the most frequented locations (work, shopping, residential address, etc.) and while commuting. This task requires the efficient calculation of travel time matrices or the examination of multimodal transport routes. This procedure is freely available from the Equit’Area project website: (https://www.equitarea.org). This procedure is structured in three parts: the first part is to create a network, the second allows to estimate main itineraries of the daily mobility and the last one tries to reconstitute the level of air pollution exposure. One main advantage of the tool is that the procedure can be used with different spatial scales and for any air pollutant. 展开更多
关键词 Travel pattern Road Network Air Pollution Exposure Optimization Tool process Design
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资源型城市采矿活动对水生态网络退化的影响
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作者 袁媛 张锐 +3 位作者 原野 白中科 黄雨晗 马蓉蓉 《农业工程学报》 北大核心 2026年第3期307-318,共12页
资源型城市采矿活动深刻改变了区域景观格局与水生态过程。现有研究多关注采矿活动对单一水生态要素的影响,缺乏从“源地—廊道”整体网络视角解析其退化过程。为此,该研究以山西省长治市为例,综合运用归一化水体指数(normalized differ... 资源型城市采矿活动深刻改变了区域景观格局与水生态过程。现有研究多关注采矿活动对单一水生态要素的影响,缺乏从“源地—廊道”整体网络视角解析其退化过程。为此,该研究以山西省长治市为例,综合运用归一化水体指数(normalized difference water index,NDWI)、InVEST模型、Fragstats模型及水网格局指数等方法,构建区域水生态网络,厘清其1990—2020年间的时空演变规律,辨识采矿活动与水生态网络的空间冲突格局,进而揭示采矿扰动下网络结构与生态功能的响应特征。结果表明:1)水生态源地总面积增加1273.14 km^(2),空间上呈现显著的东—西分异特征:东部以斑块数量增加和形态复杂化为主,西部则表现为斑块面积整合与破碎化程度改善。水生态廊道整体面积增长4.8%,空间扩张集中于中南部采矿密集区,该区域具有干流调蓄能力增强与支流密度衰减的典型特征;2)采矿活动通过“空间侵入—结构破碎—功能衰减”的级联效应影响水生态源地,两者重叠面积达250.54 km^(2),复合范围内源地破碎化程度加剧,水源涵养功能减弱。复合区与源地整体的归一化植被指数(normalized difference vegetation index,ND VI)差异较小,主要得益于深层采煤技术与生态修复工程的实施;3)采矿活动对水生态廊道形成多重复合胁迫,81座矿山与廊道存在空间重叠,其中浊漳南源子流域内矿山压覆密度最高,该区域径流量衰减幅度超过30%。采煤沉陷区改变了局部河流流向,增加了洪水漫溢风险。尽管河网整体连通性指数呈上升趋势,但受采矿扰动强烈的局部河段仍出现河道中断与过水能力下降等问题。总体上,采矿活动通过差异化路径驱动水生态网络退化,需采取差异化策略协调矿产资源开发与区域生态保护。 展开更多
关键词 采矿活动 水生态网络 景观格局 退化过程 InVEST模型 长治市
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河北小麦粉加工产业集聚时空格局演变研究
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作者 滕露茗 孙中叶 《粮食科技与经济》 2026年第1期58-63,共6页
为揭示河北省小麦粉加工产业集聚的时空演变规律及区域差异,优化产业布局以推动粮食安全与乡村振兴协同发展。以2008—2022年河北省11市小麦粉加工产业相关数据为基础,综合运用区位熵、重心迁移模型、标准差椭圆及空间可视化方法,系统... 为揭示河北省小麦粉加工产业集聚的时空演变规律及区域差异,优化产业布局以推动粮食安全与乡村振兴协同发展。以2008—2022年河北省11市小麦粉加工产业相关数据为基础,综合运用区位熵、重心迁移模型、标准差椭圆及空间可视化方法,系统分析该产业的集聚水平、时空格局演变特征及关键驱动因素。研究表明,集聚水平区域分化显著:邯郸、邢台、石家庄、衡水为高集聚地区,秦皇岛、保定等为中集聚地区,唐山、承德、张家口为低集聚地区;时间演变呈三阶段特征:2008—2012年为规模化扩张期,2013—2017年为专业化调整期,2018—2022年为集约发展期;空间格局向冀中南核心区集聚:15年间产业重心累计迁移27.6 km,形成“石家庄→邢台→衡水”的东南向轨迹,最终稳定于冀中南强筋麦主产区;标准差椭圆显示,椭圆中心向东南移动,集聚范围缩小。为进一步提升小麦粉加工产业集聚水平,应从分区域优化布局与强化支撑条件2个方面入手,促进小麦粉加工产业高质量发展。 展开更多
关键词 小麦粉加工产业 产业集聚 时空格局演变
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凸显技术信息的工业遗产分类及编码体系研究
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作者 王冬冬 王雨晨 潜伟 《自然与文化遗产研究》 2026年第1期12-22,共11页
工业遗产分类及编码体系的建立是工业遗产理论研究与实践应用的基础。目前,中国工业遗产分类仍存在核心取向不明、术语使用不当等问题,亟待系统研究已有国内外工业遗产分类体系的设置标准和分类原则等内容,提出适合中国国情的、凸显工... 工业遗产分类及编码体系的建立是工业遗产理论研究与实践应用的基础。目前,中国工业遗产分类仍存在核心取向不明、术语使用不当等问题,亟待系统研究已有国内外工业遗产分类体系的设置标准和分类原则等内容,提出适合中国国情的、凸显工业遗产特征的分类体系,并对该体系进行编码。文章以行业为基础、结合遗产类别、突出工业的生产流程和聚合方式、附加必备的历史和地理信息共计6个维度,建立起围绕技术信息的工业遗产分类体系,并形成14位数字与英文字母结合的编码体系,最后选择多个典型案例进行实践。工业遗产分类及编码是一个不断优化和完善的过程,应具有一定弹性调整空间。 展开更多
关键词 工业遗产 分类体系 编码体系 生产流程 聚合方式 技术信息
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烤烟新品系‘YM2020’中部叶的烘烤特性及烘烤工艺
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作者 李洪臣 杨军杰 +1 位作者 常剑波 夏宗良 《中国农学通报》 2026年第1期194-199,共6页
烤烟新品系‘YM2020’是‘云烟87’的自然突变体。为解决其沿用传统烘烤工艺时褐斑发生率高的问题,明确适宜烘烤参数,以‘云烟87’作为对照,通过暗箱模拟与动态烘烤试验,系统测定‘YM2020’中部叶的变黄/变褐特性、失水规律、叶绿素降... 烤烟新品系‘YM2020’是‘云烟87’的自然突变体。为解决其沿用传统烘烤工艺时褐斑发生率高的问题,明确适宜烘烤参数,以‘云烟87’作为对照,通过暗箱模拟与动态烘烤试验,系统测定‘YM2020’中部叶的变黄/变褐特性、失水规律、叶绿素降解动态、多酚氧化酶(PPO)活性及形态收缩率等关键指标,并构建配套烘烤工艺。结果表明,‘YM2020’与‘云烟87’的易烤性相当,变黄速度相近(72 h完全变黄);但‘YM2020’耐烤性中等[PPO活性均值0.3~0.4 U/(g·FW)],弱于‘云烟87’[PPO活性<0.3 U/(g·FW)]。烘烤过程中,‘YM2020’失水速率呈现“慢→快→慢”趋势,叶绿素降解速率滞后于‘云烟87’(0~48 h降解速率低12.6%),且收缩率(长度19.61%、宽度37.35%)显著高于对照。基于上述特性,提出分阶段温湿度协同调控工艺,即变黄阶段(37~43℃)梯度升温促进叶绿素降解,定色阶段(45~54℃)精准控温平衡物质转化与干燥速率,干筋阶段(54~62℃)分阶升温实现主脉全干。 展开更多
关键词 烤烟 含水量 失水规律 叶绿素降解率 多酚氧化酶 烘烤特性 烘烤工艺
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基于绿色环保理念的飞机水性喷涂与图文网印工艺的整合方案
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作者 刘炟 《丝网印刷》 2026年第5期42-44,共3页
全球航空业可持续发展战略推进、环保法规趋严背景下,针对传统溶剂型喷涂与印刷独立工艺高VOCs排放、质量不稳、成本高等痛点,构建飞机水性喷涂与印刷图案整合方案,经对比实验实现效益协同提升,为航空涂装升级提供科学参考。
关键词 绿色环保 飞机水性喷涂 印刷图案 工艺整合
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基于数据信息技术的光伏发电系统智能化故障诊断
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作者 徐伟龙 《光源与照明》 2026年第2期83-85,共3页
针对大规模光伏电站人工巡检效率低、隐蔽故障难发现的问题,提出数据驱动的智能化故障诊断方法,其中通过数据预处理消除辐照度对电气参数的干扰。构建功率损耗率、等效阻抗变化率的多维特征向量,利用人工少数类过采样法(synthetic minor... 针对大规模光伏电站人工巡检效率低、隐蔽故障难发现的问题,提出数据驱动的智能化故障诊断方法,其中通过数据预处理消除辐照度对电气参数的干扰。构建功率损耗率、等效阻抗变化率的多维特征向量,利用人工少数类过采样法(synthetic minority oversampling technique,SMOST)解决故障样本稀缺问题,借助随机森林实现故障分类,并利用在线滑动窗口与多数投票机制降低噪声误报。工程案例显示,该方法能精准识别定位旁路二极管短路等故障、实现运维闭环且具有较高工程应用价值。 展开更多
关键词 光伏发电系统 数据信息技术 故障诊断 数据处理 特征提取 模式识别
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全过程套管钻井技术研究与现场试验
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作者 孙焕泉 陈天成 +3 位作者 张宗檩 何立成 吴仲华 方吉超 《石油钻探技术》 北大核心 2026年第1期1-6,共6页
我国东部老油田开发已进入特高含水期,综合含水率达90%以上,平均采收率仅30%左右,但剩余油高度分散,常规加密钻井成本较高,难以支撑老油田井网低成本效益重构和提高采收率需求。针对这些问题,通过研制高抗扭专用套管、套管柱驱动工具、... 我国东部老油田开发已进入特高含水期,综合含水率达90%以上,平均采收率仅30%左右,但剩余油高度分散,常规加密钻井成本较高,难以支撑老油田井网低成本效益重构和提高采收率需求。针对这些问题,通过研制高抗扭专用套管、套管柱驱动工具、可钻式钻头、可回收随钻测井仪器等专用工具,形成了全过程套管钻井技术,实现了钻进与下套管一体化的“一趟钻”作业。胜利油田现场先导试验表明,该技术大幅度提高了钻井效率,有效降低了钻井成本,且有利于保护储层,为特高含水老油田井网重构及复杂断块油田开发、非均质性储层动用提供了低成本高效解决方案,为老油田提高采收率及难动用储量效益开发开辟了新途径。 展开更多
关键词 全过程套管钻井 井网重构 可回收随钻测量仪器 可回收随钻测井仪器 特高含水油田 提高采收率
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