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Hydrodynamic Modelling of Bidong Island Vicinity Waters
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作者 Nurul Rabitah Daud Mohd Fadzil Mohd Akhir 《Open Journal of Marine Science》 2015年第3期306-323,共18页
This paper explores the dynamic of meteorological forcing on current circulation pattern in the vicinity of Bidong using an unstructured flexible mesh hydrodynamic model. The forcings were wind, tides, temperature and... This paper explores the dynamic of meteorological forcing on current circulation pattern in the vicinity of Bidong using an unstructured flexible mesh hydrodynamic model. The forcings were wind, tides, temperature and salinity. The seasonal wind monsoon, mixed tides with dominant diurnal and tropical monsoon climate is characteristics of Bidong Island. We find that this area has different current circulation patterns in response to monsoon changes. It also experienced a small scale of island wake during NE monsoon. This island wake was generated by a strong northeasterly wind. We performed a series of numerical simulations based on three dominant factors in circulation, and evaluated the model using wind, tides and density. We investigated the wind-driven circulation and residual current. This study contributes to the debates on hydrodynamic of current circulation in vicinity of Bidong Island. Specifically, this study was conducted to understand the changes of currents by seasonal wind (NE monsoon and SW monsoon), temperature and salinity. 展开更多
关键词 HYDRODYNAMIC Current CIRCULATION island modeling MONSOON
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ETAS Model Analysis on the Chang Island Earthquake Swarm in Shandong Province,China 被引量:1
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作者 WANG Peng WANG Baoshan 《Earthquake Research in China》 CSCD 2019年第4期617-631,I0002,共16页
Influenced by the layout of seismic network and the location of earthquakes,earthquake catalogs are often incomplete;such incompleteness of earthquake catalogue directly affects the analysis of sequence activity chara... Influenced by the layout of seismic network and the location of earthquakes,earthquake catalogs are often incomplete;such incompleteness of earthquake catalogue directly affects the analysis of sequence activity characteristics.In this paper,the GPU-acceleration-based g template matching method is used to scan the continuous waveforms of Chang Island earthquake swarm in Shandong Province from February 9 to August 20,2017.In total,15,286 earthquakes events were detected,which was more than 6 times compared with those in network catalogue and thus reduced the magnitude of completeness from 1.0 to 0.5.Based on the intergrated catalogue of earthquakes,the characteristics of Chang Island earthquake swarm were then analyzed using the Epidemic Type Aftershock Sequences(ETAS)model.The stochastic components in the ETAS model are used as a proxy for possible earthquake triggered by external forces(fluids).The results show that the proportion of earthquakes triggered by external forces of Chang Island swarm increases gradually(from 31.9%to 63.5%)and then decreases.The latter stage of swarm development is mainly affected by the self-excitation of earthquakes,suggesting that the fluids play an important role in the development of the Chang Island swarm.However,the triggering intensity of fluids to microseismicity is divergent in different periods,which may be related to the process of fluid permeation. 展开更多
关键词 ETAS model Chang island swarm Template matching Magnitude of completeness B-VALUE Fluid triggering
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Characteristics of porosity and permeability layer of fossil Halimeda reef mineral rock of Miocene in the Xisha Islands and its genetic model 被引量:2
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作者 XU Hong ZHU Yurui +8 位作者 EBERLI G.P. LUO Wei ZHAO Xinwei CAI Ying LIU Xinyu YAN Guijing ZHANG Bolin WEI Kai CUI Ruyong 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2015年第4期74-83,共10页
Halimeda is one of the major reef-building algas in the middle Miocene of Xisha, and one of the significant reef-building algas in the algal reef oil and gas field of the South China Sea. However, there have been few ... Halimeda is one of the major reef-building algas in the middle Miocene of Xisha, and one of the significant reef-building algas in the algal reef oil and gas field of the South China Sea. However, there have been few reports regarding the characteristics of mineral rocks, reservoir porosity and permeability layers, and sedimentation-diagenetic-evolution of fossil Halimeda systems. The present paper briefly introduces the relevant studies on chlorophyta Halimeda and the research status of oil and gas exploration. Through the 1 043 m core of the Xichen-1 well, we studied the characteristics of the mineral rocks and porosity and permeability of the middle Miocene Halimeda of the Yongle Atoll, identified and described the segments of fossil Halimeda, and pointed out that most of the segment slides are vertical sections in ovular, irregular or long strips. The overwhelming majority of these fossil Halimeda found and studied are vertical sections instead of cross sections. In this paper, knowledge regarding the cross sections of fossil Halimeda is reported and proven to be similar with the microscopic characteristics of modern living Halimeda;fossil Halimeda are buried in superposition;it is shown that there are different structures present, including typical bio-segment structure, and due to its feature of coexisting with red alga, tying structure, twining structure and encrusting structure are all present;and finally, it is suggested to classify the fossil Halimeda into segment algal reef dolomites. In addition, all of the studied intervals are moderately dolomitized. Secondary microcrystalline-dolosparite dominates the original aragonite raphide zones, and aphanitic-micrite dolomite plays the leading role in the cortexes and medullas;in the aragonite raphide zones between medulla and cysts, secondary dissolved pores and intercrystalline pores are formed inside the segments, and algal frame holes are formed between segments;therefore, a pore space network system (dissolved pores+intragranular dissolved pores—intercrystalline pores+algal frame holes) is established. Segment Halimeda dolomite has a porosity of 16.2%–46.1%, a permeability of 0.203×10^–3–2 641×10^–3μm^2, and a throat radius of 23.42–90.43μm, therefore it is shown to be a good oil and gas reservoir. For the reasons mentioned above, we suggest building the neogene organic reef-modern reef sedimentation-diagenetic-evolution models for the Xisha Islands. 展开更多
关键词 Xisha islands MIOCENE fossil Halimeda segment dolostone reservoir evolution model
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Modelling and Simulation of Performance of the Microgrid Frequency Stability Control during Unplanned Islanding: The Case Study of Mwenga Hydropower
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作者 Eligard Kyaruzi Francis Arthur M. Omari John P. John 《Smart Grid and Renewable Energy》 CAS 2022年第7期160-171,共12页
A grid connected microgrid connects to the grid at a point of common coupling. Due to the great inertia of the grid which accelerates and decelerates the generator when its frequency tends to deviate, the grid connect... A grid connected microgrid connects to the grid at a point of common coupling. Due to the great inertia of the grid which accelerates and decelerates the generator when its frequency tends to deviate, the grid connected microgrid operates at a frequency of the infinity bus. Frequency instability is one of the major challenges facing the grid connected microgrid during islanding. The power demand variation causes the variation in rotor speed, resulting to frequency deviation. Frequency can be brought back to standard by varying the power generation to match with the varying load. The performance of the frequency stability control system at Mwenga hydroelectric microgrid has been studied. Through site visitation, the power demand and generation status data were collected and analysed for model preparation. The results of the study indicate that, during islanding, the Mwenga rural electrification project is observed to be subjected to power imbalance which leads to frequency instability. Although the frequency control system tries to keep the system at a nominal frequency by maintaining the continuous balance between generation and varying load demand, however the system still operates with large magnitude of overshoot, undershoot and longer settling time. 展开更多
关键词 modelLING Frequency Stability Unplanned islanding Mwenga
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Experiments on Exploration of Shallow Fine Structures and the Construction of the 1-D Velocity Model in the Pingtan Island,Fujian 被引量:1
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作者 GUO Yang XU Jiajun +4 位作者 LIN Chen JIN Xing YAO Huajian YANG Hongfeng CAI Huiteng 《Earthquake Research in China》 CSCD 2019年第2期265-275,共11页
112 short-period seismographs were set up in the 400 km^2 area of Pingtan Island and its surrounding areas in Fujian.The combined observations of the airgun source and ambient noise source were carried out using a den... 112 short-period seismographs were set up in the 400 km^2 area of Pingtan Island and its surrounding areas in Fujian.The combined observations of the airgun source and ambient noise source were carried out using a dense array to receive the 387 airgun signals excited around the island and one month of continuous ambient noise recording.The 1-D P-wave and S-wave shallow velocity model of Pingtan Island is obtained by the inversion of the airgun body wave’s first arrival time data,and the reliability of the velocity model is verified by using the surface wave phase velocity dispersion curve,which can provide initial model for subsequent 3-D imaging.The experimental results show that this experiment is a successful demonstration of local scale green non-destructive detection,which can provide basic data for shallow surface structure research and strong vibration simulation of the Pingtan Island. 展开更多
关键词 PINGTAN island Fujian DENSE array Airgun AMBIENT noise 1-D VELOCITY model
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Hexagon-Islands Density and Size Distribution on Growing Single-Walled Carbon Nanotubes in the Kinetic 5-Vertex Model
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作者 Sènan Ida Valérie Hontinfinde Josaphat Adda +2 位作者 Joel Kple Franck Zounmenou Félix Hontinfinde 《World Journal of Condensed Matter Physics》 CAS 2024年第4期77-95,共19页
A kinetic 5-vertex model is used to investigate hexagon-islands formation on growing single-walled carbon nanotubes (SWCNT). In the model, carbon atoms adsorption and migration processes on the SWCNT edge are consider... A kinetic 5-vertex model is used to investigate hexagon-islands formation on growing single-walled carbon nanotubes (SWCNT). In the model, carbon atoms adsorption and migration processes on the SWCNT edge are considered. These two dynamic processes are assumed to be mutually independent as well as mutually dependent as far as the whole growth of the nanotube is concerned. Key physical parameters of the model are the growth time t, the diffusion length Γ defined as the ratio of the diffusion rate D to the carbon atomic flux F and the SWCNT chiral angle. The kinetic equation that describes the nanotube edge dynamics is solved using kinetic Monte Carlo simulations with the Bortz, Kalos and Lebowitz update algorithm. The behaviors of islands density and size distribution are investigated within the growth parameters’ space. Our study revealed key mechanisms that enable the formation of a new ring of hexagons at the SWCNT edge. The growth occurs either by pre-existing steps propagation or by hexagon-islands growth and coalescence on terraces located between dislocation steps, depending on values of model parameters. This should offer a road map for edge design in nanotubes production. We also found that in appropriate growth conditions, the islands density follows Gaussian and generalized Wigner distributions whereas their size distribution at a given growth time shows a decreasing exponential trend. 展开更多
关键词 Kinetic 5-Vertex model Single-Walled Carbon Nanotube Monte Carlo Simulations island Density and Size Distribution Gaussian and Wigner Distributions
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Three-dimensional P-wave velocity structure of the crust beneath Hainan Island and its adjacent regions,China 被引量:12
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作者 李志雄 雷建设 +3 位作者 赵大鹏 武巴特尔 沈繁銮 丘学林 《地震学报》 CSCD 北大核心 2008年第5期441-448,共8页
Using over 3 500 first P arrival times recorded by nine digital seismic stations from Hainan Digital Seismic Net-work during 1999~2005,a 3-D P-wave velocity model of the crust under Hainan Island and adjacent regions... Using over 3 500 first P arrival times recorded by nine digital seismic stations from Hainan Digital Seismic Net-work during 1999~2005,a 3-D P-wave velocity model of the crust under Hainan Island and adjacent regions has been determined. The results show that the pattern of velocity anomalies in the shallower upper crust is somewhat associated with the surface geological tectonics in the region. A relative low-velocity anomaly appears north of the Wangwu-Wenjiao fault zone and a relative high-velocity anomaly appears south of the Wangwu-Wenjiao fault zone,corresponding to the depressed areas in north Hainan Island,where many volcanoes are frequently active and geothermal values are relatively higher,and the uplifted and stable regions in central and south of the Hainan Is-land. In the middle and lower crust velocities are relatively lower in east Hainan than those in west Hainan,possi-bly suggesting the existence of the upwelling of hot materials from the mantle in east Hainan. The pattern of veloc-ity anomalies also indicates that NW faults,i.e.,the Puqian-Qinglan fault,may be shallower,while the E-W Wangwu-Wenjiao fault may be deeper,which perhaps extends down to Moho depth or deeper. 展开更多
关键词 三维速度 P波 地壳结构 海南岛
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数据缺失与孤岛问题对空间计量模型结果的影响——兼探讨对中国相关问题的启示
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作者 姜磊 《统计与管理》 2026年第1期4-15,共12页
数据缺失与孤岛问题是空间计量实证分析中常见的问题。文章系统探讨了这两种问题对空间计量模型(以空间自回归模型和空间误差模型为代表)估计结果的多维度、深层次影响。研究发现:一是随机缺失对传统非空间计量模型自变量参数估计的影... 数据缺失与孤岛问题是空间计量实证分析中常见的问题。文章系统探讨了这两种问题对空间计量模型(以空间自回归模型和空间误差模型为代表)估计结果的多维度、深层次影响。研究发现:一是随机缺失对传统非空间计量模型自变量参数估计的影响很小,但会增大标准误差,影响统计推断。二是极值地区缺失对空间自回归模型的空间自回归系数ρ和空间误差模型的空间自相关系数λ的影响尤为显著,造成明显的有偏估计。另外,空间溢出效应随着缺失数量的增多而减弱。三是孤岛问题对空间自回归模型的空间自回归系数ρ估计造成剧烈波动和严重偏差,尤其是当孤岛为极值地区时。然而,孤岛问题对空间误差模型的空间自相关系数λ影响相对较小,但会显著增大其标准误差,严重影响统计推断。基于上述研究结论结合中国实证分析中面临的实际挑战进行了深入探讨。 展开更多
关键词 缺失数据 孤岛问题 空间计量模型 实证分析
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Evaluation of habitat quality for selected wildlife species associated with island back channels 被引量:1
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作者 James T. Anderson Andrew K. Zadnik +1 位作者 Petra Bohall Wood Kerry Bledsoe 《Open Journal of Ecology》 2013年第4期301-310,共10页
The islands and associated back channels on the Ohio River, USA, are believed to provide critical habitat features for several wildlife species. However, few studies have quantitatively evaluated habitat quality in th... The islands and associated back channels on the Ohio River, USA, are believed to provide critical habitat features for several wildlife species. However, few studies have quantitatively evaluated habitat quality in these areas. Our main objective was to evaluate the habitat quality of back and main channel areas for several species using habitat suitability index (HSI) models. To test the effectiveness of these models, we attempted to relate HSI scores and the variables measured for each model with measures of relative abundance for the model species. The mean belted kingfisher (Ceryle alcyon) HSI was greater on the main than back channel. However, the model failed to predict kingfisher abundance. The mean reproduction component of the great blue heron (Ardea herodias) HSI, total common muskrat (Ondatra zibethicus) HSI, winter cover component of the snapping turtle (Chelydra serpentina) HSI, and brood-rearing component of the wood duck (Aix sponsa) HSI were all greater on the back than main channel, and were positively related with the relative abundance of each species. We found that island back channels provide characteristics not found elsewhere on the Ohio River and warrant conservation as important riparian wildlife habitat. The effectiveness of using HSI models to predict species abundance on the river was mixed. Modifications to several of the models are needed to improve their use on the Ohio River and, likely, other large rivers. 展开更多
关键词 Habitat SUITABILITY Index island Back Channel model Validation OHIO River RIPARIAN WILDLIFE
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Remote sensing of the urban heat island and its changes in Xiamen City of SE China 被引量:55
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作者 XUHan-qiu CHENBen-qing 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2004年第2期276-281,共6页
World-wide urbanization has significantly modified the landscape, which has important climatic implications across all scales due to the simultaneous removal of natural land cover and introduction of urban materials. ... World-wide urbanization has significantly modified the landscape, which has important climatic implications across all scales due to the simultaneous removal of natural land cover and introduction of urban materials. This resulted in a phenomenon known as an urban heat island(UHI). A study on the UHI in Xiamen of China was carried out using remote sensing technology. Satellite thermal infrared images were used to determine surface radiant temperatures. Thermal remote sensing data were obtained from band 6 of two Landsat TM/ETM\++ images of 1989 and 2000 to observe the UHI changes over 11-year period. The thermal infrared bands were processed through several image enhancement technologies. This generated two 3-dimension-perspective images of Xiamen's urban heat island in 1989 and 2000, respectively, and revealed heat characteristics and spatial distribution features of the UHI. To find out the change of the UHI between 1989 and 2000, the two thermal images were first normalized and scaled to seven grades to reduce seasonal difference and then overlaid to produce a difference image by subtracting corresponding pixels. The difference image showed an evident development of the urban heat island in the 11 years. This change was due largely to the urban expansion with a consequent alteration in the ratio of sensible heat flux to latent heat flux. To quantitatively compare UHI, an index called Urban-Heat-Island Ratio Index(URI) was created. It can reveal the intensity of the UHI within the urban area. The calculation of the index was based on the ratio of UHI area to urban area. The greater the index, the more intense the UHI was. The calculation of the index for the Xiamen City indicated that the ratio of UHI area to urban area in 2000 was less than that in 1989. High temperatures in several areas in 1989 were reduced or just disappeared, such as those in old downtown area and Gulangyu Island. For the potential mitigation of the UHI in Xiamen, a long-term heat island reduction strategy of planting shade trees and using light-colored, highly reflective roof and paving materials should be included in the plans of the city planers, environmental managers and other decision-makers to improve the overall urban environment in the future. 展开更多
关键词 remote sensing urban heat island urban-heat-island ratio index digital brightness model Xiamen City
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Urban Heat Island Mitigation and Urban Planning: The Case of the Mexicali, B. C. Mexico 被引量:1
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作者 Jorge Villanueva-Solis 《American Journal of Climate Change》 2017年第1期22-39,共18页
The derivations of climate change on cities and their activities depend on their capacity for adaptation and mitigation. In this sense, it has long recognized the influence of cities on their own climate, which is typ... The derivations of climate change on cities and their activities depend on their capacity for adaptation and mitigation. In this sense, it has long recognized the influence of cities on their own climate, which is typically warmer than the surrounding. This phenomenon called urban heat island (UHI) has a number of impacts on air quality, water demand and energy. Since the fourth IPCC assessment report indicates the need for urban centers devoting efforts to adaptation to reduce the risks of direct and indirect impacts of climate change. The same organization recognizes the urban planning as a tool to seek such order. However, it also recognizes that the current scale of climate models cannot provide a representation of urban areas. This paper explores the intensification of the UHI, its relationship with urban expansion and its impact on housing in the city of Mexicali, B.C. Its aim is to determine its impact and mitigation potential through analysis and modeling of urban structure, expressed in use and land cover, as well as the implementation of mitigation strategies. The results show on the one hand, the convenience of using dynamic modeling as a tool applied to urban planning with a focus on mitigation and adaptation to climate change. Furthermore, regarding the implementation of strategies, the results show that most efficiency is obtained when applied generally, this is, considering green and cool roofs, cool pavements and afforestation as part of urbanization process, otherwise, only partial results are achieved. Overall, housing land use has significant potential to mitigate the UHI in the city. 展开更多
关键词 URBAN Heat island MITIGATION ADAPTATION Dynamic modelling URBAN Planning
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The biogeographical distribution of tree species-abundance and its relation to climatic factors in mass islands 被引量:2
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作者 LI Xiaoming WU Chengzhen +7 位作者 GU Wu YE Ran ZHANG Haibo QI Ping WANG Shengqiang ZHOU Siying WEI Yongjie CAI Yanhong 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2017年第9期87-90,共4页
Tree species-abundance in forests is a function of geographical area and climate, although it is not clear whether such relationships apply to mass islands. We examined the spatial pattern of tree species in mass isla... Tree species-abundance in forests is a function of geographical area and climate, although it is not clear whether such relationships apply to mass islands. We examined the spatial pattern of tree species in mass islands along the coast of Zhejiang, East China Sea using the Preston model, to identify the relationships between tree communities and climatic conditions. The results show that:(1) the biogeographical distribution of tree species-abundance conformes to Preston's log-normal pattern, and is in accordance with the findings in both tropical rainforests and estuarine forests;(2) the climatic factors related to tree communities in mass islands are similar to that of the subtropical zone, including the major species of evergreen needle-leaf, broad-leaf and deciduous broad-leaf forests. We conclude that the Preston model can be applied to the trees of mass islands and thus facilitate the systematic ecological researches of vegetation species' composition in subtropical zone. 展开更多
关键词 mass islands species-abundance spatial pattern log-normal model
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Seismogenic Structures of the 2006 ML4.0 Dangan Island Earthquake Offshore Hong Kong 被引量:3
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作者 XIA Shaohong CAO Jinghe +6 位作者 SUN Jinlong LV Jinshui XU Huilong ZHANG Xiang WAN Kuiyuan FAN Chaoyan ZHOU Pengxiang 《Journal of Ocean University of China》 SCIE CAS CSCD 2018年第1期169-176,共8页
The northern margin of the South China Sea, as a typical extensional continental margin, has relatively strong intraplate seismicity. Compared with the active zones of Nanao Island, Yangjiang, and Heyuan, seismicity i... The northern margin of the South China Sea, as a typical extensional continental margin, has relatively strong intraplate seismicity. Compared with the active zones of Nanao Island, Yangjiang, and Heyuan, seismicity in the Pearl River Estuary is relatively low. However, a ML4.0 earthquake in 2006 occurred near Dangan Island(DI) offshore Hong Kong, and this site was adjacent to the source of the historical M5.8 earthquake in 1874. To reveal the seismogenic mechanism of intraplate earthquakes in DI, we systematically analyzed the structural characteristics in the source area of the 2006 DI earthquake using integrated 24-channel seismic profiles, onshore–offshore wide-angle seismic tomography, and natural earthquake parameters. We ascertained the locations of NW-and NE-trending faults in the DI sea and found that the NE-trending DI fault mainly dipped southeast at a high angle and cut through the crust with an obvious low-velocity anomaly. The NW-trending fault dipped southwest with a similar high angle. The 2006 DI earthquake was adjacent to the intersection of the NE-and NW-trending faults, which suggested that the intersection of the two faults with different strikes could provide a favorable condition for the generation and triggering of intraplate earthquakes. Crustal velocity model showed that the high-velocity anomaly was imaged in the west of DI, but a distinct entity with low-velocity anomaly in the upper crust and high-velocity anomaly in the lower crust was found in the south of DI. Both the 1874 and 2006 DI earthquakes occurred along the edge of the distinct entity. Two vertical cross-sections nearly perpendicular to the strikes of the intersecting faults revealed good spatial correlations between the 2006 DI earthquake and the low to high speed transition in the distinct entity. This result indicated that the transitional zone might be a weakly structural body that can store strain energy and release it as a brittle failure, resulting in an earthquake-prone area. 展开更多
关键词 Dangan island INTRAPLATE SEISMICITY South China Sea CRUSTAL velocity model SEISMOGENIC structure
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A reduced thermodynamic model on the formation of the Nansha warm water 被引量:1
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作者 CAIShuqun GANZijun +2 位作者 LIChiwai LONGXiaomin DONGDanpeng 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2004年第2期239-249,共11页
A reduced vertically integrated upper mixed layer model is set up to numerically study the thermodynamic process of the formation of the 'Nansha warm water'(NWW) in the Nansha Islands sea areas in spring. Acco... A reduced vertically integrated upper mixed layer model is set up to numerically study the thermodynamic process of the formation of the 'Nansha warm water'(NWW) in the Nansha Islands sea areas in spring. According to the numerical experiments, it is shown that, in spring, the formation of the NWW is mainly due to the sea surface net heat flux and the local weak current strength; the contribution from temperature advection transport and warm water exchange with the outer seas (Sulu Sea or south of Sunda shelf) is very little. In the sea areas where the current is strong, the advection may also play an important role in the temperature field. 展开更多
关键词 numerical modeling warm water thermodynamic process Nansha islands South China Sea
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The research on the remote sensing's information tree model of the Nansha coral islets and reef's spatial structure 被引量:1
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作者 Liu Baoyin Wang Yanfeng and Hao Qingxiang(First institute of beanography, State  ̄ic Administration, Qingdso 266003, China Naming University, Naming 210008, China) 《Acta Oceanologica Sinica》 SCIE CAS CSCD 1996年第3期331-344,共14页
Based on the Nansha coral islets and reef's time-space attributes,and the intension and extension of the remote sensing information, the concept model and concept system of coral islets and reef are proposed.Then ... Based on the Nansha coral islets and reef's time-space attributes,and the intension and extension of the remote sensing information, the concept model and concept system of coral islets and reef are proposed.Then twin-tree remote sensing information model for different kinds of reef is constructed by using abstracted islets and reef's primitive, and the structure recognition system for coral islets and reef type is developed. 展开更多
关键词 Nansha islands coral reefs remote sensing information tree concept model PRIMITIVE
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Remote sensing composite information's trend surface analysis of Nansha Islands coral islets and reefs' top 被引量:1
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作者 Liu Baoyin and Wang Yanfeng 《Acta Oceanologica Sinica》 SCIE CAS CSCD 1999年第1期87-96,共10页
Based on the remote sensing information feature of Nansha coral islets and reefs that controlled by the Nansha Islands local area's goological structure and growth law, by means of mathematical model and PC, the N... Based on the remote sensing information feature of Nansha coral islets and reefs that controlled by the Nansha Islands local area's goological structure and growth law, by means of mathematical model and PC, the Nansha Islands coral islets and reefs' top geological data' spatial distribution and local change trend are simulated by using the trend surface system on the remote sensing composite information, and an scientific interpretation and local comparison of Nansha coral islands and islets' spatial distribution feature are made. 展开更多
关键词 Nansha islands coral reefs remote sensing GEOMORPHOLOGY trend surface mathematical model
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Pedodiversity analysis in Hainan Island 被引量:8
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作者 ZHANGXuelei CHENJie +2 位作者 ZHANGGanlin TANManzhi J.J.Ibanez 《Journal of Geographical Sciences》 SCIE CSCD 2003年第2期181-186,共6页
Diversity indices and abundance distribution models are statistical tools which ecologists have applied for decades for analyzing the intrinsic regularities of various ecological entities. In ... Diversity indices and abundance distribution models are statistical tools which ecologists have applied for decades for analyzing the intrinsic regularities of various ecological entities. In this work, we have applied these techniques to use the notions such as pedodiversity (as an example of geodiversity in a broad sense), in order to detect the differences and similarities between both natural resources, biological and non-biological. The discussion has mainly been conducted through the study of landform based pedodiversity analysis applied to SOTER digital databases in Hainan Island, China. The main analytical methods include indices of richness S that are the number of the categories (SOTER units relating to different soils in this work), indices based on proportional abundance of categories H' and E which are not only the number but also their relative abundance (in our case, the relative area occupied by each pedotaxa) is taken into account, models of the distribution of abundance of categories that provide the most complete description but also the least abridged and GIS mapping to show the spatial variation digitally. 展开更多
关键词 Hainan island SOTER digital databases PEDODIVERSITY LANDFORMS abundance distribution models GIS spatial variation CLC number:S15 P208
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基于XGBoost-SHAP可解释机器学习模型的城市形态与地表温度的关系 被引量:13
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作者 谭洁 危千骏 +3 位作者 廖朝阳 邝文俊 邓慧婷 余德 《应用生态学报》 北大核心 2025年第3期659-670,共12页
随着全球大城市中高层建筑的增多,探讨城市二维(2D)和三维(3D)形态对地表温度(LST)的影响,已成为缓解城市热环境和优化城市规划的关键。本研究以长沙市三环以内地区为例,基于2020年多源遥感数据提取了13项城市2D/3D特征因子,通过Pearso... 随着全球大城市中高层建筑的增多,探讨城市二维(2D)和三维(3D)形态对地表温度(LST)的影响,已成为缓解城市热环境和优化城市规划的关键。本研究以长沙市三环以内地区为例,基于2020年多源遥感数据提取了13项城市2D/3D特征因子,通过Pearson相关性分析探讨LST与各特征因子的线性关系,并引入XGBoost模型和SHAP方法揭示其非线性影响和贡献。结果表明:2020年,高温区域主要分布在长沙市中心的建筑密集区,低温区域主要分布在长沙市西部和东北部的森林公园以及湘江沿岸。归一化建筑指数(NDBI)、夜间灯光(NTL)和建设用地比例(PCL)与LST呈显著正相关关系,相关系数分别为0.592、0.537和0.446,表明城市化进程加剧了地表升温;归一化植被指数(NDVI)、天空视角系数(SVF)与LST呈显著负相关关系,相关系数分别为-0.316和-0.200,体现了绿地和开阔空间对缓解城市热岛的重要作用。NDBI、NTL、NDVI和高程(DEM)对LST的影响最大,总贡献度达60.9%;这些2D/3D形态特征因子对LST的影响呈现复杂的非线性特征,其中,NDBI在0~0.2时,对LST提升最显著;NTL超过40后的增温效应趋于饱和;NDVI超过0.5时,降温效果显著增强;DEM在50~150 m对LST的降温效果最突出。本研究验证了XGBoost-SHAP模型揭示城市2D/3D特征因子对LST的非线性影响机制的有效性,并可为城市热环境治理与缓解,以及绿色、低碳、宜居的新型城镇化建设提供科学依据。 展开更多
关键词 城市2D/3D形态 热岛效应 可解释机器学习 XGBoost-SHAP模型
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广西涠洲岛火山晚更新世喷发及灾害评估
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作者 于红梅 杨文健 +4 位作者 赵波 陈正全 白翔 许建东 聂冠军 《内陆地震》 2025年第1期1-10,共10页
涠洲岛位于广西北海市南约37 km,是中国大陆最年轻的第四纪火山岛。该岛具有两座爆炸式喷发产生的火山,南湾火山和大岭火山。研究显示两座火山具有相似的喷发过程:早期为射汽岩浆爆炸式喷发,中期为岩浆爆炸式喷发,晚期为射汽岩浆爆炸式... 涠洲岛位于广西北海市南约37 km,是中国大陆最年轻的第四纪火山岛。该岛具有两座爆炸式喷发产生的火山,南湾火山和大岭火山。研究显示两座火山具有相似的喷发过程:早期为射汽岩浆爆炸式喷发,中期为岩浆爆炸式喷发,晚期为射汽岩浆爆炸式喷发。南湾火口具有迁移特征,最后喷发时代为晚更新世晚期。大岭火山喷发时间晚于33 ka。完成了涠洲岛火山灰灾害风险概率图,结果显示岩浆爆炸式喷发产生的火山灰会影响涠洲岛及周围30 km范围,对其他地区影响较小。 展开更多
关键词 射汽岩浆爆炸式喷发 岩浆爆炸式喷发 火山灾害 扩散模型 涠洲岛火山
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基于岛屿模型遗传算法的板式定制家具混合板件码垛优化
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作者 易芳 陈星艳 +6 位作者 陶涛 吕斌 张挺 朱耀军 曾冬 欧阳周洲 赵镛喆 《家具与室内装饰》 北大核心 2025年第11期1-7,共7页
针对板式定制家具混合板件的三维装箱难题,在考虑尺寸、稳定性、码放姿态等多种实际约束条件下,以最小化包装箱数量作为优化目标,采用基于岛屿模型的遗传算法进行求解,让每个岛屿内部独立进行遗传操作,并定期在岛屿间进行精英个体迁移,... 针对板式定制家具混合板件的三维装箱难题,在考虑尺寸、稳定性、码放姿态等多种实际约束条件下,以最小化包装箱数量作为优化目标,采用基于岛屿模型的遗传算法进行求解,让每个岛屿内部独立进行遗传操作,并定期在岛屿间进行精英个体迁移,从而有效解决码垛优化问题。通过优化,与某企业当前生产模式下所采用的矩形件码垛方案相比,包装箱数量减少了10.9%;与直接将异形件包络为矩形求解的方案进行对比,测试的两组数据包装箱个数分别减少了4.92%、9.09%。所构建的混合板件码垛方案能有效减少包装箱数量,为智能制造环境下的板式定制家具包装流程优化提供有力支持。 展开更多
关键词 板式定制家具 三维装箱问题 遗传算法 板件码垛优化 岛屿模型
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