Tamarix taklamakanensis,a dominant species in the Taklimakan Desert of China,plays a crucial role in stabilizing sand dunes and maintaining regional ecosystem stability.This study aimed to determine the water use stra...Tamarix taklamakanensis,a dominant species in the Taklimakan Desert of China,plays a crucial role in stabilizing sand dunes and maintaining regional ecosystem stability.This study aimed to determine the water use strategies of T.taklamakanensis in the Taklimakan Desert under a falling groundwater depth.Four typical T.taklamakanensis nabkha habitats(sandy desert of Tazhong site,saline desert-alluvial plain of Qiemo site,desert-oasis ecotone of Qira site and desert-oasis ecotone of Aral site)were selected with different climate,soil,groundwater and plant cover conditions.Stable isotope values of hydrogen and oxygen were measured for plant xylem water,soil water(soil depths within 0–500 cm),snowmelt water and groundwater in the different habitats.Four potential water sources for T.taklamakanensis,defined as shallow,middle and deep soil water,as well as groundwater,were investigated using a Bayesian isotope mixing model.It was found that groundwater in the Taklimakan Desert was not completely recharged by precipitation,but through the river runoff from snowmelt water in the nearby mountain ranges.The surface soil water content was quickly depleted by strong evaporation,groundwater depth was relatively shallow and the height of T.taklamakanensis nabkha was relatively low,thus T.taklamakanensis primarily utilized the middle(23%±1%)and deep(31%±5%)soil water and groundwater(36%±2%)within the sandy desert habitat.T.taklamakanensis mainly used the deep soil water(55%±4%)and a small amount of groundwater(25%±2%)within the saline desert-alluvial plain habitat,where the soil water content was relatively high and the groundwater depth was shallow.In contrast,within the desert-oasis ecotone in the Qira and Aral sites,T.taklamakanensis primarily utilized the deep soil water(35%±1%and 38%±2%,respectively)and may also use groundwater because the height of T.taklamakanensis nabkha was relatively high in these habitats and the soil water content was relatively low,which is associated with the reduced groundwater depth due to excessive water resource exploitation and utilization by surrounding cities.Consequently,T.taklamakanensis showed distinct water use strategies among the different habitats and primarily depended on the relatively stable water sources(deep soil water and groundwater),reflecting its adaptations to the different habitats in the arid desert environment.These findings improve our understanding on determining the water sources and water use strategies of T.taklamakanensis in the Taklimakan Desert.展开更多
In a SIPV model,when the commission proportion is not certain,but related with bargain price,generally,it is a linear function of the bargain price,this paper gives bidders'equilibrium bidding strategies in the fi...In a SIPV model,when the commission proportion is not certain,but related with bargain price,generally,it is a linear function of the bargain price,this paper gives bidders'equilibrium bidding strategies in the first-and secondprice auctions.We find that the equilibrium strategies in second-price auction are dominant strategies.For seller or auction house,whether the fixed proportion or the unfixed proportion is good is not only related with constant item and the linear coefficient of the linear function,the size of the fixed commission proportion,but also related with the value of the item auctioned.So,in the practical auctions,the seller and the auction house negotiated with each other to decide the commission rules for their own advantage.展开更多
Ontology mapping is a key interoperability enabler for the semantic web. In this paper,a new ontology mapping approach called ontology mapping based on Bayesian network( OM-BN) is proposed. OM-BN combines the models o...Ontology mapping is a key interoperability enabler for the semantic web. In this paper,a new ontology mapping approach called ontology mapping based on Bayesian network( OM-BN) is proposed. OM-BN combines the models of ontology and Bayesian Network,and applies the method of Multi-strategy to computing similarity. In OM-BN,the characteristics of ontology,such as tree structure and semantic inclusion relations among concepts,are used during the process of translation from ontology to ontology Bayesian network( OBN). Then the method of Multi-strategy is used to create similarity table( ST) for each concept-node in OBN. Finally,the iterative process of mapping reasoning is used to deduce new mappings from STs,repeatedly.展开更多
In view of the complex diversity and dynamic variability of the research problems of rational education management at the present stage,this paper uses Bayesian theory combined with emerging educational technology to ...In view of the complex diversity and dynamic variability of the research problems of rational education management at the present stage,this paper uses Bayesian theory combined with emerging educational technology to effectively improve the quality of data processing,the accuracy of the model and the limitation of computational resources.In the research paradigm,it focuses on the promotion strategy of rational education based on Bayesian theory to cope with the emerging trend in the field of education management.The case study method is used to explore in depth the specific problems in educational practice and to propose targeted solutions.At the same time,the quantitative research method is used to analyse the case data and reveal the rules and trends behind the data.By comparing and analyzing different data models,their applicability is evaluated and the optimal solution strategy is determined.Empirical research shows that Bayesian theory has significant application value in the promotion strategy of rational education,which can provide scientific decision support for education managers and promote the high-quality development of rational education.展开更多
基金supported by the "Research and Development of Sand Prevention Technology of Highway and Soil Erosion Control Technology of Pipelines" of the Strategic Priority Research Program of the Chinese Academy of Sciences "Environmental Changes and Silk Road Civilization in Pan-Third Pole Region"(XDA2003020201)the Key Inter-governmental Projects for International Scientific and Technological Innovation Cooperation of the National Key Research and Development Program of China:"China-Mongolia Cooperation Research and Demonstration in Grassland Desertification Control Technology"(2017YFE0109200)+2 种基金the National Natural Science Foundation of China(41571011,31971731,U1703102)the Key Technical Personnel(Y932111)the Thousand Youth Talents Plan Project(Y472241001)
文摘Tamarix taklamakanensis,a dominant species in the Taklimakan Desert of China,plays a crucial role in stabilizing sand dunes and maintaining regional ecosystem stability.This study aimed to determine the water use strategies of T.taklamakanensis in the Taklimakan Desert under a falling groundwater depth.Four typical T.taklamakanensis nabkha habitats(sandy desert of Tazhong site,saline desert-alluvial plain of Qiemo site,desert-oasis ecotone of Qira site and desert-oasis ecotone of Aral site)were selected with different climate,soil,groundwater and plant cover conditions.Stable isotope values of hydrogen and oxygen were measured for plant xylem water,soil water(soil depths within 0–500 cm),snowmelt water and groundwater in the different habitats.Four potential water sources for T.taklamakanensis,defined as shallow,middle and deep soil water,as well as groundwater,were investigated using a Bayesian isotope mixing model.It was found that groundwater in the Taklimakan Desert was not completely recharged by precipitation,but through the river runoff from snowmelt water in the nearby mountain ranges.The surface soil water content was quickly depleted by strong evaporation,groundwater depth was relatively shallow and the height of T.taklamakanensis nabkha was relatively low,thus T.taklamakanensis primarily utilized the middle(23%±1%)and deep(31%±5%)soil water and groundwater(36%±2%)within the sandy desert habitat.T.taklamakanensis mainly used the deep soil water(55%±4%)and a small amount of groundwater(25%±2%)within the saline desert-alluvial plain habitat,where the soil water content was relatively high and the groundwater depth was shallow.In contrast,within the desert-oasis ecotone in the Qira and Aral sites,T.taklamakanensis primarily utilized the deep soil water(35%±1%and 38%±2%,respectively)and may also use groundwater because the height of T.taklamakanensis nabkha was relatively high in these habitats and the soil water content was relatively low,which is associated with the reduced groundwater depth due to excessive water resource exploitation and utilization by surrounding cities.Consequently,T.taklamakanensis showed distinct water use strategies among the different habitats and primarily depended on the relatively stable water sources(deep soil water and groundwater),reflecting its adaptations to the different habitats in the arid desert environment.These findings improve our understanding on determining the water sources and water use strategies of T.taklamakanensis in the Taklimakan Desert.
基金Supported by the National Natural Science Foun-dation of China(70071012)
文摘In a SIPV model,when the commission proportion is not certain,but related with bargain price,generally,it is a linear function of the bargain price,this paper gives bidders'equilibrium bidding strategies in the first-and secondprice auctions.We find that the equilibrium strategies in second-price auction are dominant strategies.For seller or auction house,whether the fixed proportion or the unfixed proportion is good is not only related with constant item and the linear coefficient of the linear function,the size of the fixed commission proportion,but also related with the value of the item auctioned.So,in the practical auctions,the seller and the auction house negotiated with each other to decide the commission rules for their own advantage.
基金National Natural Science Foundation of China(No.61204127)Natural Science Foundations of Heilongjiang Province,China(Nos.F2015024,F201334)Young Foundation of Qiqihar University,China(No.2014k-M08)
文摘Ontology mapping is a key interoperability enabler for the semantic web. In this paper,a new ontology mapping approach called ontology mapping based on Bayesian network( OM-BN) is proposed. OM-BN combines the models of ontology and Bayesian Network,and applies the method of Multi-strategy to computing similarity. In OM-BN,the characteristics of ontology,such as tree structure and semantic inclusion relations among concepts,are used during the process of translation from ontology to ontology Bayesian network( OBN). Then the method of Multi-strategy is used to create similarity table( ST) for each concept-node in OBN. Finally,the iterative process of mapping reasoning is used to deduce new mappings from STs,repeatedly.
文摘In view of the complex diversity and dynamic variability of the research problems of rational education management at the present stage,this paper uses Bayesian theory combined with emerging educational technology to effectively improve the quality of data processing,the accuracy of the model and the limitation of computational resources.In the research paradigm,it focuses on the promotion strategy of rational education based on Bayesian theory to cope with the emerging trend in the field of education management.The case study method is used to explore in depth the specific problems in educational practice and to propose targeted solutions.At the same time,the quantitative research method is used to analyse the case data and reveal the rules and trends behind the data.By comparing and analyzing different data models,their applicability is evaluated and the optimal solution strategy is determined.Empirical research shows that Bayesian theory has significant application value in the promotion strategy of rational education,which can provide scientific decision support for education managers and promote the high-quality development of rational education.
