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Naturalized Decorations for HSCT Ward Environments at Peking University First Hospital
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作者 ZHANG Yifan WANG Xiaobo DENG Huiwen 《Journal of Landscape Research》 2024年第5期59-63,67,共6页
The haematopoietic stem cell transplantation(HSCT)ward serves as a temporary residence for patients following their surgical procedures,necessitating adherence to rigorous aseptic standards.However,the current atmosph... The haematopoietic stem cell transplantation(HSCT)ward serves as a temporary residence for patients following their surgical procedures,necessitating adherence to rigorous aseptic standards.However,the current atmosphere within these wards frequently contributes to feelings of depression among patients.Research indicates that a restorative environment has the potential to alleviate negative emotional states in individuals.This study utilized the HSCT ward of Peking University First Hospital as a case study to examine the decorative preferences.This investigation was conducted through a questionnaire that was informed by the patients’inherent preferences and insights derived from research on restorative environments.The results indicated that the incorporation of floral decorations,particularly those resembling sunflowers,in ward corridors,communal activity areas,and walls can significantly enhance patients’sense of hope.Additionally,it is essential to improve the environmental visual experience in the nurses’lounge and demonstration rooms for medical staff. 展开更多
关键词 natural decoration Ward environment HSCT ward Restorative environment Decoration preference
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Research on Geographical Environment and Culture Symbiosis of Chishui River Basin 被引量:1
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作者 王爱华 彭恩 《Journal of Landscape Research》 2011年第11期81-85,共5页
This paper took Chishui River Basin as the research object,and pointed out that its culture,which reflected local life and production and was featured with regional characteristics as well as abundant cultural connota... This paper took Chishui River Basin as the research object,and pointed out that its culture,which reflected local life and production and was featured with regional characteristics as well as abundant cultural connotation,was constituted by native natural and cultural geography,folk customs and historical feature.The relation between Chishui salt path and salt business culture under the typical closed and half-closed geographical environment was analyzed to indicate that the realignment of Chishui River had brought prosperity of Chishui River,booming of commercial towns,and development of ancient architectures and guild hall culture.The relation between rich natural resources and production and life culture of Chishui River was explained to show that Danxia landform nurtured stone culture,Chishui River resources cultivated fishing culture,special hydrogeological environment fostered liquor culture represented by Maotai,and Bamboo culture accumulated for hundreds of years.Finally,it introduced military culture and the spirit of the Long March forming based on the special location of Chishui River.It emphasized that geological environment was the important basis for human's survival and played an immeasurable role in the cultural development of a region. 展开更多
关键词 Chishui RIVER BASIN CULTURE geographicAL environment SYMBIOSIS
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On the Design Pattern for Improving Urban Living Environment with Regional Natural Resources—By Studying Cases of British Architect Richard Rogers
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作者 苏阳 《Journal of Landscape Research》 2012年第1期30-31,34,共3页
Through discussing effective utilization of regional natural resources under the background of globalization,combining with Richard Rogers' typical architectural and urban design works,this study analyzes his desi... Through discussing effective utilization of regional natural resources under the background of globalization,combining with Richard Rogers' typical architectural and urban design works,this study analyzes his design concepts of using regional natural resources from the perspectives of overall balance between architecture and natural environment,architectural function and detail control,application of proper technologies and new materials,then proposes a modern design pattern to create a better urban living environment by integrating regional natural resources and modern architectural technology. 展开更多
关键词 RICHARD ROGERS Utilization of natural resources environment improvement ARCHITECTURAL technology Design pattern
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Natural environment suitability for human settlements in China based on GIS 被引量:20
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作者 封志明 杨艳昭 +1 位作者 张丹 唐焰 《Journal of Geographical Sciences》 SCIE CSCD 2009年第4期437-446,共10页
With the degeneration of environment and acceleration of urbanization,human environment has attracted great attention worldwide.This paper sets up the Human Settlements Environment Index(HEI) model and evaluates the n... With the degeneration of environment and acceleration of urbanization,human environment has attracted great attention worldwide.This paper sets up the Human Settlements Environment Index(HEI) model and evaluates the natural environment suitability for Human Settlements in China based on GIS technology.The results show that the HEI of China decreases from southeast to northwest in general,HEI is significantly correlated with population density at grid size and the correlation coefficient(r) between them reaches 0.93,which indicates that natural environment suitability for Human Settlements has a significant influence on population distribution.Most people in China mainly concentrate in areas with high natural environment suitability.The total suitable area is 430.47×104 km2,which accounts for nearly 45% of the total land area in China,while the proportion of people living in the area reaches 96.56%.With a population density of 18 people per square kilometer,the critical area is the transitional region for people to live in China.The critical area covers 225.11×104 km2 with a population of 41.12 million.The non-suitable area covers 304.42×104 km2 with a population of only 2.49 million. 展开更多
关键词 Human Settlements Human Settlements environment Index natural environment suitability GIS China
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Automatic image segmentation method for cotton leaves with disease under natural environment 被引量:9
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作者 ZHANG Jian-hua KONG Fan-tao +2 位作者 WU Jian-zhai HAN Shu-qing ZHAI Zhi-fen 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2018年第8期1800-1814,共15页
In order to improve the image segmentation performance of cotton leaves in natural environment, an automatic segmentation model of diseased leaf with active gradient and local information is proposed. Firstly, a segme... In order to improve the image segmentation performance of cotton leaves in natural environment, an automatic segmentation model of diseased leaf with active gradient and local information is proposed. Firstly, a segmented monotone decreasing edge composite function is proposed to accelerate the evolution of the level set curve in the gradient smooth region. Secondly, canny edge detection operator gradient is introduced into the model as the global information. In the process of the evolution of the level set function, the guidance information of the energy function is used to guide the curve evolution according to the local information of the image, and the smooth contour curve is obtained. And the main direction of the evolution of the level set curve is controlled according to the global gradient information, which effectively overcomes the local minima in the process of the evolution of the level set function. Finally, the Heaviside function is introduced into the energy function to smooth the contours of the motion and to increase the penalty function Φ(x) to calibrate the deviation of the level set function so that the level set is smooth and closed. The results showed that the model of cotton leaf edge profile curve could be obtained in the model of cotton leaf covered by bare soil, straw mulching and plastic film mulching, and the ideal edge of the ROI could be realized when the light was not uniform. In the complex background, the model can segment the leaves of the cotton with uneven illumination, shadow and weed background, and it is better to realize the ideal extraction of the edge of the blade. Compared with the Geodesic Active Contour(GAC) algorithm, Chan-Vese(C-V) algorithm and Local Binary Fitting(LBF) algorithm, it is found that the model has the advantages of segmentation accuracy and running time when processing seven kinds of cotton disease leaves images, including uneven lighting, leaf disease spot blur, adhesive diseased leaf, shadow, complex background, unclear diseased leaf edges, and staggered condition. This model can not only conduct image segmentation of cotton leaves under natural conditions, but also provide technical support for the accurate identification and diagnosis of cotton diseases. 展开更多
关键词 local binary fitting model natural environment COTTON disease leaves image segmentation
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PROGRESS IN STUDIES ON GEOGRAPHICAL ENVIRONMENTS OF THE QINGHAI-XIZANG PLATEAU 被引量:2
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作者 郑度 李炳元 《Chinese Geographical Science》 SCIE CSCD 1999年第4期2-9,共8页
The Qinghai Xizang (Tibet) Plateau area was subjected to twice uplift and planation in the Tertiary. Intense uplifting of the plateau area has given rise to drastic changes and differentiation of physical environment ... The Qinghai Xizang (Tibet) Plateau area was subjected to twice uplift and planation in the Tertiary. Intense uplifting of the plateau area has given rise to drastic changes and differentiation of physical environment on the plateau and the surrounding area since 3.4 Ma B.P. Significant environmental changes with dry tendency in interior of the plateau had occurred during the last 150 ka B.P. By comparative study on several mountains of the plateau, two systems of the structure type of the altitudinal belt are identified and nine groups are subdivided . A distribution model with close relevance to highland uplift effect has been generalized. A number of striking geo ecological phenomena and their spatial pattern such as moisture corridor, dry valleys, high cold meadow zone, and high cold arid core area are investigated and discussed. Based on the thermal conditions, moisture regimes and variation in landforms of the plateau is sequentially demarcated. A tentative scheme of 2 temperature belts, 10 natural zones and 28 physical districts has been proposed not including southern slopes of the East Himalayas. The Qinghai Xizang Plateau is sensitive to “green house effect”, showing close relation with global change. Characteristics of temperature and precipitation on the plateau during the last 2000 years, and response of glaciers, snow deposit and permafrost on the plateau to global change are dealt with in the present paper. 展开更多
关键词 QINGHAI Xizang PLATEAU geographicAL environment palaeo geographicAL evolution environmentAL DIFFERENTIATION
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PHYSICAL STRUCTURE OF GEOGRAPHICAL ENVIRONMENT-INTEGRITY AND DISPARITY,GENERALITY AND INDIVIDUALITY 被引量:2
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作者 李春芬 《Chinese Geographical Science》 SCIE CSCD 1993年第4期3-10,共8页
Integrity and disparity are two of the basic characteristics implied in the scientific connotation of the physical environment as a material system. From a dialectical materialistic point of view the physical characte... Integrity and disparity are two of the basic characteristics implied in the scientific connotation of the physical environment as a material system. From a dialectical materialistic point of view the physical character of geographical environment of the earth surface is the unity in diversity. It is on such grounds that the two basic characteristics were put forth by the author in his monograph 'Physical Structure of South American Geographical Environment' as the underlying theme. This holds true for the hierarchy of physical regions. For instance, the physical environment of the earth surface in unity behaves as a huge whole, yet, in differentiation into continents, it displays disparity; each continent differs from others and becomes an integrity in its own right. The same is true of regions of lower levels. In the case of generality and individuality of regional types and their constituent distributive areas in different continents, the same relationship exists among them. Owing to similar origin 展开更多
关键词 PHYSICAL structure of geographicAL environment INTEGRITY DISPARITY GENERALITY INDIVIDUALITY
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Investigation and Analysis of Natural Environment in Hainan International Tourism Island
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作者 邹伟 符国基 《Journal of Landscape Research》 2010年第7期79-83,共5页
Investigation and analysis of natural tourism environment is the foundation and premise of tourism planning,development and management.Through investigating,classifying and evaluating natural tourism resources in Hain... Investigation and analysis of natural tourism environment is the foundation and premise of tourism planning,development and management.Through investigating,classifying and evaluating natural tourism resources in Hainan according to the Classification,Investigation and Evaluation of Tourism Resources(GB/T18972-2003),it was found that there are 4 principal categories,6 sub-categories and 61 basic types of natural tourism resources,accounting for 100%,94.1% and 85.9% of the national total respectively.There are 335 natural tourism resource units in Hainan,47 of them are superfine ones accounting for 14.0% of the total,225 excellent ones accounting for 67.2% of the total,48 common ones accounting for 14.3% of the total,62 of them without acquiring any grade,that is,18.5% of the total.Most of these resources are located in the mountainous areas in the central island,eastern coastal areas and Sanya City.Meanwhile,through collecting and sorting out the environmental quality bulletins and statistics of Hainan in recent 5 years,quality changes of its natural tourism environment have been analyzed,and it was found that the quality of water,air and sound on the whole in this island is fine,but a few study cities(towns) are suffering from serious noise pollution.Thus,besides enjoying its generally excellent ecological environment,Hainan Island is still faced with serious challenges. 展开更多
关键词 natural TOURISM environment natural TOURISM RESOURCES natural environment quality HAINAN International TOURISM ISLAND Investigation and analysis
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Evaluation of Natural Ecological Environment in Guangzhou City Based on Remote Sensing Technology and Comprehensive Index Method 被引量:4
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作者 MA Jiaojiao NIU Anyi CHEN Zhiyun 《Journal of Landscape Research》 2016年第3期79-82,共4页
Based on the ETM remote sensing images of Guangzhou City in 2014, the spatial distribution results o f three environmental factors including vegetation coverage(NDVI), soil index(vegetation index of bare soil) and sl ... Based on the ETM remote sensing images of Guangzhou City in 2014, the spatial distribution results o f three environmental factors including vegetation coverage(NDVI), soil index(vegetation index of bare soil) and sl ope were obtained. By using comprehensive index method, the normalized environmental factors were weighted and superimposed, and the fi nal evaluation results of ecological environment in Guangzhou City were obtained. The results showed that overall situation of natural ecological environment in Guangzhou was not optimistic, that is, the area of land with bad, moderate, good and superior environment accounted for 59.70%, 35.79%, 4.50% and around 0.01% of total area of land in Guangzhou City respectively. Ecological environment was generally poor in the central urban districts in the south of Guangzhou City, while it was relatively better in the north and northeast. Attaching importance to the constr uction of greenbelts and greenways is an effective way to improve regional environmental quality and natural ecological e nvironment level. 展开更多
关键词 Remote sensing interpretation natural ecological environment Comprehensive index method environmental assessment GUANGZHOU
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Using GIS Data to Build Informed Virtual Geographic Environments (IVGE) 被引量:2
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作者 Mehdi Mekni 《Journal of Geographic Information System》 2013年第6期548-558,共11页
In this paper, we propose a novel approach to automatically building Informed Virtual Geographic Environments (IVGE) using data provided by Geographic Information Systems (GIS). The obtained IVGE provides 2D and 3D ge... In this paper, we propose a novel approach to automatically building Informed Virtual Geographic Environments (IVGE) using data provided by Geographic Information Systems (GIS). The obtained IVGE provides 2D and 3D geographic information for visualization and simulation purposes. Conventional VGE approaches are generally built upon a grid-based representation, raising the well-known problems of the lack of accuracy of the localized data and the difficulty to merge data with multiple semantics. On the contrary, our approach uses a topological model and provides an exact representation of GIS data, allowing an accurate geometrical exploitation. Moreover, our model can merge semantic information, even if spatially overlapping. In addition, the proposed IVGE contains spatial information which can be enhanced thanks to a geometric abstraction method. We illustrate this model with an application which automatically extracts the required data from standard GIS files and allows a user to navigate and retrieve information from the computed IVGE. 展开更多
关键词 geographic INFORMATION System (GIS) INFORMED VIRTUAL geographic environments (IVGE) MULTI-AGENT Geo-Simulation (MAGS)
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An Intelligent Agent Based on Virtual Geographic Environment System 被引量:2
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作者 SHENDayong LINHui +3 位作者 GONGJianhua ZHAOYibin FANGZhaobao GUOZhongyang 《Geo-Spatial Information Science》 2004年第2期113-116,共4页
On the basis of previous work, this paper designs an intelligent agent based on virtual geographic environment (VGE) system that is characterized by huge data, rapid computation, multi\|user, multi\|thread and intelli... On the basis of previous work, this paper designs an intelligent agent based on virtual geographic environment (VGE) system that is characterized by huge data, rapid computation, multi\|user, multi\|thread and intelligence and issues challenges to traditional GIS models and algorithms. The new advances in software and hardware technology lay a reliable basis for system design, development and application. 展开更多
关键词 virtual geographic environment intelligent agent system design
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Architecture of HLA Based Distributed Virtual Geographic Environment 被引量:2
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作者 XU Bingli LIN Hui GONG Jianhua 《Geo-Spatial Information Science》 2006年第2期127-134,共8页
Integrating the theory of distributed virtual geographic environment (DVGE) and high level architecture(HLA), the architecture of DVGE based on HLA is designed. The data flow and the object models of the architecture ... Integrating the theory of distributed virtual geographic environment (DVGE) and high level architecture(HLA), the architecture of DVGE based on HLA is designed. The data flow and the object models of the architecture are also discussed. The architecture basically meets the need of DVGE in real-time communication, distribution, collaboration, reusing and interoperation, expansion, and standard. 展开更多
关键词 distributed virtual geographic environment high level architecture runtime infrastructure ARCHITECTURE
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Sustainable Development and the Basic Value of Natural Environment 被引量:1
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作者 Jia Zhong Li Jianhua 《Chinese Journal of Population,Resources and Environment》 2009年第1期89-93,共5页
Contrast with artificial environment, the multi-level self-organizational system of nature has great gain. Sustain-able material environment should respect nature: non-rubbish and super-cycle quality of natural ecosys... Contrast with artificial environment, the multi-level self-organizational system of nature has great gain. Sustain-able material environment should respect nature: non-rubbish and super-cycle quality of natural ecosystem offers the material source of human development, fractal structure of nature offers new field of space and information source to this high-density and information-based society, dissipative structure of nature links the new system of energy with whole ecosystem organi-cally, and life-chain regulation is the base of sustainable life environment. Nature guarantees the physical healthy environ-ment by its all-dimension healthy factor, constructs the mental healthy environment by its quality of co-ordinate and chaos, so that guarantees the whole emergence of sustainable develop-ment on the 'super-science' level. In the view of sustainable development, construction, green economy and human health are basic fields. With the concept of ecosystem regulation, we can relate these fields organically and fulfill the task of human health, welfare and sustainable development. Ecosystem regulation is the base of sustainable development's new para-digm. 展开更多
关键词 sustainable development natural environment ECOSYSTEM HEALTH SELF-ORGANIZATION
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Generation of 3D Virtual Geographic Environment Based on Laser Scanning Technique 被引量:1
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作者 DUJie CHENXiaoyong FumioYamazaki 《Geo-Spatial Information Science》 2003年第3期37-42,共6页
This paper demonstrates an experiment on the generation of 3D virtual geographic environment on the basis of experimental flight laser scanning data by a set of algorithms and methods that were developed to automatica... This paper demonstrates an experiment on the generation of 3D virtual geographic environment on the basis of experimental flight laser scanning data by a set of algorithms and methods that were developed to automatically interpret range images for extracting geo-spatial features and then to reconstruct geo-objects. The algorithms and methods for the interpretation and modeling of laser scanner data include triangulated-irregular-network (TIN)-based range image interpolation; mathematical-morphology (MM)-based range image filtering, feature extraction and range image segmentation, feature generalization and optimization, 3D objects reconstruction and modeling; computer-graphics (CG)-based visualization and animation of geographic virtual reality environment. 展开更多
关键词 laser scanning data virtual geographic environment (VGE) urban disaster
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Route evaluation indexes of Changsha-Jishou freeway for protecting cultural heritages and natural environment 被引量:1
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作者 ZHANG Ying-xue LIU Zhao-hui 《Journal of Environmental Science and Engineering》 2009年第3期56-63,共8页
The highway construction inevitably may cause certain influence to the cultural heritage and the natural environment along the route, particularly in design stage; if the route selection is unreasonable, it will certa... The highway construction inevitably may cause certain influence to the cultural heritage and the natural environment along the route, particularly in design stage; if the route selection is unreasonable, it will certainly impact the natural resource seriously along the route. On the contrary, good design can reasonably develop, use, protect and promote the value of cultural heritage and natural environment. Changsha to Jishou (Chang-Ji) freeway is one section of Changsha to Chongqing freeway, which is one of the eight big west channels as planned in China; two cities of Changde and Huaihua and one autonomous region of Xianxi in western Hunan province, along which the cultural heritage and the natural resource are rich, and the natural landscape is exquisite. This paper investigates and analyzes the natural resources along the route of Chang-Ji freeway, puts forward some protection design evaluation indexes for mountain area freeway by the thought of context sensitive design. At last, the paper introduces the effect of applying the indexes to select route of Chang-Ji freeway. 展开更多
关键词 FREEWAY context sensitive design cultural heritage natural environment route selection
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ON THE RELATION BETWEEN THE EVOLUTION OF NATURAL ENVIRONMENT AND HUMAN FACTORS AND THE DEVELOPMENT OF URBAN SETTLEMENT——Take the Lanzhou Valley Basin as An Examples
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作者 鲜肖威 张林源 +1 位作者 艾南山 Wihelm Wohlke 《Chinese Geographical Science》 SCIE CSCD 1991年第1期44-55,共12页
Lanzhou Valley Basin is composed of two smaller diamond-shaped basins striking from NW to SE and including 6 river terraces. The lower terraces remaining even and smooth are main sites for city buildings. The main fun... Lanzhou Valley Basin is composed of two smaller diamond-shaped basins striking from NW to SE and including 6 river terraces. The lower terraces remaining even and smooth are main sites for city buildings. The main function of Lanzhou urban settlement is a ferry and transport centre. Lanzhou used to be an im-portant crossing site and post on the 'silk road',and then became a transport and trade centre in Northwest China. In the middle part of the 17th century, Lanzhou became the capital of Gansu,a new province. The development process of Lanzhou urban settlement indicates that urban settlement is a system consisting of natural environment and human society based on the former. 展开更多
关键词 natural environment human factor URBAN SETTLEMENT interface analysis QUATERNARY
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REGIONAL CHARACTERISTICS OF ENVIRONMENTAL CAPACITY FOR HEAVY METALS IN SIEROZEM ZONE AND ITS RELATION TO PHYSICALGEOGRAPHIC PROCESSES
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作者 Xu Jialin Yang Jurong Xu hongning(Institute of Environmental Sciences,Bejing Normal University, Bejing 100875People’s Republic of China) 《Journal of Geographical Sciences》 SCIE CSCD 1994年第Z1期146-155,共10页
Soil environmental capacity is defined as the maximumpermitted load of the pollutant in a cettain soil environmental unitwithin a certain temporal period. With that load, the criteria canbe maintained, production and ... Soil environmental capacity is defined as the maximumpermitted load of the pollutant in a cettain soil environmental unitwithin a certain temporal period. With that load, the criteria canbe maintained, production and quality of crops can be gqaranteed.Regional soil capacity is the function of physical geographiccharacteristics. In determining capacity of sierozem, key stepsinclude: (1) establishing the criteria on comprehensive basis, (2)calculating the permitted input with the application of the capacitymodel. Dynamic capacity of Cd, Cu, As and Pb for sierozem isreported and compared with that of phaiozem and red 1oam.According to the results, it is obvious that regional differentiationin capacity is distinct and the distribution pattern of permittedload is closely related to the spacial variation of physicalgeographic processes. 展开更多
关键词 geographic process soil environment sierozem environmental capacity
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RECONSTRUCTION OF THE NATURAL ENVIRONMENT DURING THE LIFE SPAN OF NANJING HOMO ERECTUS
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作者 Yu Jinbiao Yang Baoguo Zhu Cheng Zhang Zhaogan Han Huiyou Department of Urban & Resources of Nanjing University, Nanjing 210093 People’s Republic of ChinaWang Yonghui Nanjing Normal Institute, Nanjing 210008 People’s Republic of China 《Journal of Geographical Sciences》 SCIE CSCD 1997年第3期37-47,共11页
From the comparison of the corresponding strata to the skull of the relic Homo erectus which was found in the Calabash cave of Nanjing Tangshan and dated in 350,000 aBP with other cave strata, the region of Tangsh... From the comparison of the corresponding strata to the skull of the relic Homo erectus which was found in the Calabash cave of Nanjing Tangshan and dated in 350,000 aBP with other cave strata, the region of Tangshan is a kind of periglacial environment before middle Pleistocene epoch. During the life span of Nanjing Homo erecturs , it had transformed to warm and humid sub-tropical climate from periglacial climate. The natural environment is similar to present except the individual high mountains. 展开更多
关键词 Nanjing Homo erectus natural environment middle Pleistocene epoch cumulus.
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Thermal comfort in naturally ventilated indoor environment in hot and humid climate zone in P. R. China
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作者 李文杰 李百战 +1 位作者 许孟楠 景胜蓝 《Journal of Central South University》 SCIE EI CAS 2009年第S1期33-37,共5页
To identify human thermal comfort in naturally ventilated buildings,the research based on both subjective and objective data was carried out in Chongqing,P. R. China. The characteristics of subjects' clothing regu... To identify human thermal comfort in naturally ventilated buildings,the research based on both subjective and objective data was carried out in Chongqing,P. R. China. The characteristics of subjects' clothing regulation function,changes of actual mean thermal comfort vote (AMV) varying with time and acceptable operative temperature in natural conditions were analyzed. In addition,the indicator actual mean vote-actual percentage dissatisfied (AMV-APD) was used to study the actual dissatisfaction with thermal environment. The results indicate that regulative ability by changing clothing under natural ventilated conditions is very significant but limited simultaneously,about 1.7 ℃ per 0.1 clo. Under naturally ventilated conditions,people may have an acceptable operative temperature of 16-28 ℃. Based on the AMV-APD,the actual minimum percentage dissatisfied can reach 4% at AMV of -0.36. 展开更多
关键词 THERMAL COMFORT THERMAL environment actual mean VOTE (AMV) actual PERCENTAGE dissatisfied (APD) natural ventilation OPERATIVE temperature
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A New Method to Predict Erythrocyte Sedimentation Rate with Natural Geographical Factors and Location by Case-based Reasoning: A Case Study of China
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作者 YANG Qingsheng YOU Xibin +3 位作者 ZHANG Hongxian Kevin MWENDA WANG Yuandong HUANG Ying 《Chinese Geographical Science》 SCIE CSCD 2020年第1期157-169,共13页
Reference values of erythrocyte sedimentation rate(ESR)are the key to interpret ESR blood test in clinic.The common local reference ESR values are more accuracy in blood test that are established with natural geograph... Reference values of erythrocyte sedimentation rate(ESR)are the key to interpret ESR blood test in clinic.The common local reference ESR values are more accuracy in blood test that are established with natural geographical factors by using the multiple linear regression(MLR)model and the artificial neural network(ANN).These knowledge-based methods have limitations since the knowledge domains of ESR and natural geographical factors are limited.This paper presents a new cases-depended model to establish reference ESR values with natural geographical factors and location using case-based reasoning(CBR)since knowledge domain of ESR and geographical factors is weak.Overall 224 local normal ESR values of China that calculated from 13623 samples were obtained,and the corresponding natural geographical factors and location that include altitude,sunshine hours,relative humidity,temperature,precipitation,annual temperature range and annual average wind speed were obtained from the National Geomatics Center of China.CBR was used to predict the unseen local reference ESR values with cases.The average absolute deviation(AAD),mean square error(MSE),prediction accuracy(PA),and Pearson correlation coefficient(r)between the observed and estimated data of proposed model is 33.07%,9.02,66.93% and 0.78,which are better than those of ANN and MLR model.The results show that the proposed model provides higher prediction accuracy than those of the artificial neural network and multiple linear regression models.The predicted values are very close to the observed values.Model results show significant agreement of cases data.Consequently,the model is used to predict the unseen local reference ESR with natural geographical factors and location.In spatial,the highest ESR reference areas are distributed in the southern-western district of China that includes Sichuan,Chongqing,Guangxi and Guizhou provinces,and the reference ESR values are greater than 23 mm/60 min.The higher ESR reference values are distributed in the middle part and northern-eastern of China which include Hubei,Henan,Shaanxi,Shanxi,Jilin and Heilongjiang provinces,and the reference ESR values are greater than 18 mm/60min.The lowest ESR reference values are distributed in the northern-western of China that includes Tibet and Xinjiang,and the reference ESR values are lower than 5 mm/60min. 展开更多
关键词 erythrocyte sedimentation rate(ESR) natural geographical factors case-based reasoning(CBR) China
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