• Title/Summary/Keyword: local information integration

Search Result 207, Processing Time 0.025 seconds

Ensemble Downscaling of Soil Moisture Data Using BMA and ATPRK

  • Youn, Youjeong;Kim, Kwangjin;Chung, Chu-Yong;Park, No-Wook;Lee, Yangwon
    • Korean Journal of Remote Sensing
    • /
    • v.36 no.4
    • /
    • pp.587-607
    • /
    • 2020
  • Soil moisture is essential information for meteorological and hydrological analyses. To date, many efforts have been made to achieve the two goals for soil moisture data, i.e., the improvement of accuracy and resolution, which is very challenging. We presented an ensemble downscaling method for quality improvement of gridded soil moisture data in terms of the accuracy and the spatial resolution by the integration of BMA (Bayesian model averaging) and ATPRK (area-to-point regression kriging). In the experiments, the BMA ensemble showed a 22% better accuracy than the data sets from ESA CCI (European Space Agency-Climate Change Initiative), ERA5 (ECMWF Reanalysis 5), and GLDAS (Global Land Data Assimilation System) in terms of RMSE (root mean square error). Also, the ATPRK downscaling could enhance the spatial resolution from 0.25° to 0.05° while preserving the improved accuracy and the spatial pattern of the BMA ensemble, without under- or over-estimation. The quality-improved data sets can contribute to a variety of local and regional applications related to soil moisture, such as agriculture, forest, hydrology, and meteorology. Because the ensemble downscaling method can be applied to the other land surface variables such as temperature, humidity, precipitation, and evapotranspiration, it can be a viable option to complement the accuracy and the spatial resolution of satellite images and numerical models.

A Case Study of Improving EA Updating by Connecting PMS (PMS 연계를 통한 EA 현행화 개선 사례 연구: 국토해양부 정보화프로젝트 관리시스템을 중심으로)

  • Kang, Jae-Hwa;Kim, Seung-Kwan
    • Journal of Information Technology and Architecture
    • /
    • v.9 no.4
    • /
    • pp.423-432
    • /
    • 2012
  • EA (Enterprise Architecture) is an SI (System Integration) approach, i.e., a comprehensive plan for SI, which shows the elements of SI and the relationships among them. Since EA can be utilized in every stages of SI, the more large-scaled and complicated SI projects are, the more important EA is. Although many central government agencies and wide local governments implemented EA, the current level of EA utilization is still low. One of the reasons is the low level of EA updating. Some reasons of the low level of EA updating are the low frequency of EA updating, and the shortage of workers, as well. In order to improve the frequency of EA updating and alleviate the workloads of SI officers, MLTM (Ministry of land, transport, and maritime affairs) standardized the processes and documents for SI projects, and implemented PMS (Project Management System) that can support the unifying management of SI projects and be connected with EA system. We expect that EA information are updated efficiently, the level of EA utilization is boosted, and the qualities of SI products are improved, by the implementation of the PMS connected with EA system.

A Design and Implementation of Framework for In-Vehicle Networks Using XML (XML을 이용한 차량 네트워크의 통합 프레임워크 설계 및 구현)

  • Yun, Sang-Du;Kim, Jin-Deog;Yu, Yun-Sik
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2010.05a
    • /
    • pp.430-433
    • /
    • 2010
  • In-vehicle networks have been developed to increase capacity and reduce wiring in the car. These would make communication possible with each heterogeneous networks by the advent of networks attached to the vehicle. However, these come with a variety of unique features in each network-specific communication which creates difficulty using and supporting the service. To solve this problem, local networks need a standard integration framework. In this paper, a framework, consists of a standard protocol using XML to improve compatibility and portability, is proposed and implemented. Each network is compatible with the framework by applying unique information and messages of the network in the XML standard ducument. The results obtained by implementation show that the framework supports the communication of information between heterogeneous in-vehicle networks.

  • PDF

Subsistence Mode of Small Manufacturing Enterprises at the Industrial Community in Taegu City. (대도시 주공혼재지역의 영세제조업의 존립기반: 대구시 노원동을 사례로)

  • Lee, Chul-Woo;Park, Sahng-Min
    • Journal of the Korean association of regional geographers
    • /
    • v.6 no.1
    • /
    • pp.29-49
    • /
    • 2000
  • The purposes of this study are to identify the characteristics of inner-city industrial community and to analyse the subsistence mode of small manufacturing enterprises in the industrial community in Taegu Metropolitan area. The case study area, Nowon 1. 2-ga dong, is the typical inner city industrial community, adjacent to old industrial complex, which was recently transformed from semi -industrial to semi-residential zoning district. Now there are many old one story housing, newly constructed multi stories housing and many small factories of metal and machinery products. The conflicts of between residents and small business owners are not serious but latent. The subsistence mode of small manufacturing enterprises in this area is characterized as the network production system. The main attributes of this mode are local integration, horizontal subcontracting and strong industrial linkages in production processes and transactions. These transactions are mainly made by face-to-face contacts. The small business owners' local social networks are seen as series of units which are interconnected through various types of social and business relations. They exchange business information as using social networks. In addition, the majority of them join local social clubs with their local business counterpartners. Finally, the locational advantages of inner-city industrial community are production network, different industrial linkages and characteristic industrial milieu such as social solidarity, informal labor market and incubator effects. But these advantages are being challenged from the contradiction between capital and laned property and the urban gentrification policy. Accordingly, there should be positive redevelopment policy considering the subsistence mode of small business in these areas.

  • PDF

An Adaptive Materialized Query Selection Method in a Mediator System (미디에이터 시스템의 적응적 구체화 질의 선택방법)

  • Joo, Kil-Hong;Lee, Won-Suk
    • The KIPS Transactions:PartD
    • /
    • v.11D no.1
    • /
    • pp.83-94
    • /
    • 2004
  • Recent researches which purport to Integrate distributed information have been concentrated on developing efficient mediator systems that not only provide a high degree of autonomy for local users but also support the flexible integration of required functions for global users. However, there has been little attention on how to evaluate a global query in a mediator. A global query is transformed into a set of its sub-queries and each sub-query is the unit of evaluation in a remote server. Therefore, it is possible to speed up the execution of a global query if the previous results of frequently evaluated sub-queries are materialized in a mediator. Since the Integration schema of a mediator can be incrementally modified and the evaluation frequency of a global query can also be continuously varied, query usage should be carefully monitored to determine the optimized set of materialized sub-queries. Furthermore, as the number of sub-queries increases, the optimization process itself may take too long, so that the optimized set Identified by a long optimization process nay become obsolete due to the recent change of query usage. This paper proposes the adaptive selection of materialized sub-queries such that available storage in a mediator can be highly utilized at any time. In order to differentiate the recent usage of a query from the past, the accumulated usage frequency of a query decays as time goes by.

A Research of Recognition for Deinstitutionalization and Independent Living of the Disabled Living in Residential Facilities for the People of Family In accordance with the Enactment Deinstitutionalization of Disabled (장애인 탈시설 지원법 제정에 따른 장애인거주시설 이용인 가족대상 탈시설과 자립생활 인식에 대한 연구)

  • Kim, Jung-Hyun
    • The Journal of the Korea Contents Association
    • /
    • v.19 no.10
    • /
    • pp.660-666
    • /
    • 2019
  • This study is about the research of recognition for deinstitutionalization and independent living of the disabled living in residential facilities for the people of family. The survey was conducted in October to September 2018 and 810 cases were used in the final analysis. In this study, we confirmed that about half of the families of groups and those who perceived In accordance with the enactment deinstitutionalization were divided into half. and consent to cegislation, local government efforts, independence, consent to deinstitutionalization family perceptions of disagreement of independence were identified as having no low information provided. These results indicate that there was a lack of provision of services or information related to independent living of the disabled living in residential facilities, and it was confirmed that proper information transfer education on policies and services is needed to have accurate understanding and awareness. In addition, the agreement on legislation, local government efforts, Independence, consent to deinstitutionalization were found to have a significant effect on preparation for independent living. Therefore, it was confirmed that systematic information education support are needed to ensure proper recognition of user's family in residential facilities and to ensure healthy independence of users.

Building GIS Application Model in Support of Tsunami Relief Effort (쓰나미 재난 대응을 위한 GIS 응용모델 구축에 관한 연구)

  • Liyanage, Asha Nilani;Lee, Heewon;Lee, Seok-Hwan
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.14 no.3
    • /
    • pp.1489-1494
    • /
    • 2013
  • Tsunami happens rarely enough to allow a false sense of security, but when they do occur, there may be just minutes or hours for people to reach a safe location. Natural disasters like tsunami are inevitable and it is almost impossible to fully recoup damages caused by the disasters. However, it is possible to minimize the potential risk by developing early warning strategies. GIS modelling with its geoprocessing and analysis capability can play a crucial role in efficient mitigation and management of disaster. This study aims at developing integrated spatial information system processing model supporting tsunami evacuation action planning using geo-information technology such as GIS. The integration process classified into four phases. And in each phase, required input data and GIS processes are decided. The main effort in minimizing casualties in tsunami disaster is to evacuate people from the hazard area before tsunami strikes by means of either horizontal or vertical evacuation. The study provides essential spatial information for local decision making related with people's evacuation in tsunami-prone areas based on a modeling approach transferable to other coastal areas.

Geo-Crowdsourcing Contributions for Cultural Mapping

  • Ribeiro, Vitor;Remoaldo, Paula;Pereira, Miguel;Goja, Ricardo;Matos, Olga;Freitas, Isabel;Alves, Juliana
    • Journal of Information Science Theory and Practice
    • /
    • v.8 no.1
    • /
    • pp.56-67
    • /
    • 2020
  • Over the years, cultural mapping methods have been used in several applications and contexts, for diverse cultural assets and to create new conditions for the development of local and regional resources. These methods were inspired by the development of big urban centres and regions, which have been the great engine of cultural mapping growth. The main objectives of the present paper are to provide a literature review on cultural mapping methodologies and to develop exploratory research on crowdsource tools on creative tourism which were applied to one Portuguese municipality in 2017. The research was supported by the implementation and integration of geographic information systems (GIS) and web mapping, which will become part of the solution for the growth of less developed territories and to make more interactive tourist activities. Web mapping's contribution to enhance crowd participation was measured via analysis of 12 digital photos shared through crowdsourcing. The originality of this research lies in the attempt to develop a new model for creative tourism, trying to extend the implementation of Web Mapping crowdsourcing to deprived low density territories. Results show how public participation can be amplified for the tourism market by crowdsourcing tools. These tools look very promising since they can help several members of the public at different ages to contribute to territorial knowledge, engage in activities, and collaborate through digital tools. It is a step to fulfil the lack of studies in this subject and it contributes to the way we think about future studies.

Terra-Scope - a MEMS-based vertical seismic array

  • Glaser, Steven D.;Chen, Min;Oberheim, Thomas E.
    • Smart Structures and Systems
    • /
    • v.2 no.2
    • /
    • pp.115-126
    • /
    • 2006
  • The Terra-Scope system is an affordable 4-D down-hole seismic monitoring system based on independent, microprocessor-controlled sensor Pods. The Pods are nominally 50 mm in diameter, and about 120 mm long. They are expected to cost approximately $6000 each. An internal 16-bit, extremely low power MCU controls all aspects of instrumentation, eight programmable gain amplifiers, and local signal storage. Each Pod measures 3-D acceleration, tilt, azimuth, temperature, and other parametric variables such as pore water pressure and pH. Each Pod communicates over a standard digital bus (RS-485) through a completely web-based GUI interface, and has a power consumption of less than 400 mW. Three-dimensional acceleration is measured by pure digital force-balance MEMS-based accelerometers. These accelerometers have a dynamic range of more than 115 dB and a frequency response from DC to 1000 Hz with a noise floor of less than $30ng_{rms}/{\surd}Hz$. Accelerations above 0.2 g are measured by a second set of MEMS-based accelerometers, giving a full 160 dB dynamic range. This paper describes the system design and the cooperative shared-time scheduler implemented for this project. Restraints accounted for include multiple data streams, integration of multiple free agents, interaction with the asynchronous world, and hardened time stamping of accelerometer data. The prototype of the device is currently undergoing evaluation. The first array will be installed in the spring of 2006.

Adaptive V1-MT model for motion perception

  • Li, Shuai;Fan, Xiaoguang;Xu, Yuelei;Huang, Jinke
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.13 no.1
    • /
    • pp.371-384
    • /
    • 2019
  • Motion perception has been tremendously improved in neuroscience and computer vision. The baseline motion perception model is mediated by the dorsal visual pathway involving the cortex areas the primary visual cortex (V1) and the middle temporal (V5 or MT) visual area. However, few works have been done on the extension of neural models to improve the efficacy and robustness of motion perception of real sequences. To overcome shortcomings in situations, such as varying illumination and large displacement, an adaptive V1-MT motion perception (Ad-V1MTMP) algorithm enriched to deal with real sequences is proposed and analyzed. First, the total variation semi-norm model based on Gabor functions (TV-Gabor) for structure-texture decomposition is performed to manage the illumination and color changes. And then, we study the impact of image local context, which is processed in extra-striate visual areas II (V2), on spatial motion integration by MT neurons, and propose a V1-V2 method to extract the image contrast information at a given location. Furthermore, we take feedback inputs from V2 into account during the polling stage. To use the algorithm on natural scenes, finally, multi-scale approach has been used to handle the frequency range, and adaptive pyramidal decomposition and decomposed spatio-temporal filters have been used to diminish computational cost. Theoretical analysis and experimental results suggest the new Ad-V1MTMP algorithm which mimics human primary motion pathway has universal, effective and robust performance.