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A software system for spatial data analysis and modeling

A. Lazarevic, T. Fiez, Z. Obradovic
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences  
Therefore, the aim of the software system for spatial data analysis and modeling (SDAM) presented in this article was to provide flexible machine learning tools for supporting an interactive knowledge  ...  Advances in geographical information systems (GIS) and supporting data collection technology has resulted in the rapid collection of a huge amount of spatial data.  ...  Conclusions and Future Work This paper introduces a distributed software system for spatial data analysis and modeling in an attempt at providing an integrated software package to researchers and users  ... 
doi:10.1109/hicss.2000.926648 dblp:conf/hicss/LazarevicFO00 fatcat:oddbzufc3fhvrjicot5fr4pxmq

Components of Spatial Information Management in Wildlife Ecology: Software for Statistical and Modeling Analysis [chapter]

Hawthorne L. Beyer, Jeff Jenness, Samuel A. Cushman
2010 Spatial Complexity, Informatics, and Wildlife Conservation  
In Chapter 1 we presented a conceptual model for the interdependence between data, method and ecological theory.  ...  Spatial information systems (SIS) is a term that describes a wide diversity of concepts, techniques, and technologies related to the capture, management, display and analysis of spatial information.  ...  Most statistical and spatial analysis software is able to access data directly from a RDBMS.  ... 
doi:10.1007/978-4-431-87771-4_14 fatcat:kh5mqthuvzbz3ezo5lwodhb3ya

Multicriteria Spatial Decision Support Systems [chapter]

Salem Chakhar, Vincent Mousseau
2008 Encyclopedia of GIS  
The integration of GIS software and a stand-alone multicriteria analysis software is made possible by the use of an intermediate system.  ...  According to [5], a SDSS should (i) provide mechanisms for the input of spatial data, (ii) allow representation of spatial relations and structures, (iii) include the analytical techniques of spatial analysis  ... 
doi:10.1007/978-0-387-35973-1_840 fatcat:lvltm2x5mjbindkkf7cnbgqise

Review of software for space-time disease surveillance

Colin Robertson, Trisalyn A Nelson
2010 International Journal of Health Geographics  
Automated data collection systems enable near-real time analysis of incoming data. This context places a heavy burden on software used for space-time surveillance.  ...  We structure the review around stages of analysis: preprocessing, analysis, technical issues, and output. Simulated data were used to review each of the software packages.  ...  Acknowledgements This project was supported in part by the Teasdale-Corti Global Health Research Partnership Program, National Sciences and Engineering Research Council of Canada, and GeoConnections Canada  ... 
doi:10.1186/1476-072x-9-16 pmid:20226054 pmcid:PMC2848213 fatcat:pmuhmayf7fcsrpzxdxpa4qw7mm

Software for Spatial Statistics

Edzer Pebesma, Roger Bivand, Paulo Justiano Ribeiro
2015 Journal of Statistical Software  
Maps or Google Earth), point pattern analysis, geostatistics, analysis of areal aggregated or lattice data, spatio-temporal statistics, Bayesian spatial statistics, and Laplace approximations.  ...  We give an overview of the papers published in this special issue on spatial statistics, of the Journal of Statistical Software. 21 papers address issues covering visualization (micromaps, links to Google  ...  Introduction As a reaction to the steadily growing availability of open source software for spatial statistics, the success of the Journal of Statistical Software, and the need for papers on scientific  ... 
doi:10.18637/jss.v063.i01 fatcat:ope6bfavljcpzcygjlpastgbxa

Design and Realization of a VRGIS-Based Digital Agricultural Region Management System [chapter]

Xiaojun Liu, Yuou Zhang, Weixing Cao, Yan Zhu
2011 IFIP Advances in Information and Communication Technology  
This system realized the functions as file management, spatial handling, information query, data analysis, cultural management plan design, virtual simulation, and system maintenance, etc.  ...  2008 as the platform of spatial information management, VRMap 3.0 as the driver of scene, and integrating with the existing knowledge model for crop management.  ...  SuperMap 2008 software can easily realize the operations as data browse, data edit, information query, result output, spatial analysis and 3D modeling for its good alternating interfaces and convenient  ... 
doi:10.1007/978-3-642-18333-1_52 fatcat:c2wxcg347vehvh4dqdsp4db5zy

Developing 3D Geospatial Model using Advanced Surveying System E. A. Aboushal

E. A. Aboushal
2021 Engineering Research Journal  
The latter explores the importance of spatial relationships in surveying systems for different urban spaces that comprise a multilayer of analysis.  ...  Then, exporting this digitized data to ArcGIS software to build and analyze the urban space under study as a geospatial Model.  ...  by surveying system as Vidente System in the site that includes all roads networks and 3D Buildings to assign all data as 3D Geo-Model in ArcGIS software.  Step (2): Analysis of the spatial relations  ... 
doi:10.21608/erj.2021.209836 fatcat:ppweou4aprbqpjzq47wr6bkjfm

Geographic Information Systems [chapter]

Paul Gray, Thomas A. Horan, James B. Pick
2013 Encyclopedia of Operations Research and Management Science  
This tutorial provides a foundation in GIS including its basic structure and concepts, and spatial analysis. Spatial Decision Support Systems are introduced, emphasizing one current model.  ...  GIS is a new field in business schools, and presents opportunities for research. It is derivative from about 8 to 10 disciplines, some unfamiliar to most IS researchers.  ...  GIS can be applied for decision-support. This combines a traditional DSS with spatially-referenced data and spatial analysis.  ... 
doi:10.1007/978-1-4419-1153-7_383 fatcat:xfcpepulvfarjlfmihvggd4aqi

Matters of Neural Network Repository Designing for Analyzing and Predicting of Spatial Processes

Stanislav A. Yamashkin, Anatoliy A. Yamashkin, Ekaterina O. Yamashkina, Anastasiya A. Kamaeva
2021 International Journal of Advanced Computer Science and Applications  
The issues of architecture development and software implementation of a repository of deep neural network models for spatial data analysis are considered, based on a new ontological model, which makes  ...  An ontological model of a deep neural network repository for spatial data analysis is decomposed into the domain of deep machine learning models, problems being solved and data.  ...  of a repository of deep neural network models for the analysis of spatial data [9] .  ... 
doi:10.14569/ijacsa.2021.0120503 fatcat:jyvlustezvcdphgfyb4f3xgeji

Spatial modelling of air pollution in urban areas with GIS: a case study on integrated database development

L. Matejicek
2005 Advances in Geosciences  
A wide range of data collected by monitoring systems and by mathematical and physical modelling can be managed in the frame of spatial models developed in GIS.  ...  The measurement of NO x and O 3 by an automatic monitoring system and data from the differential absorption LIDAR are used for investigation of air pollution.  ...  The paper was carried out in the frame of the project AVCR 1ET400760405, which is generally focused on measurement and modelling of air pollution in urban areas and flat landscape.  ... 
doi:10.5194/adgeo-4-63-2005 fatcat:uthjwtbdyvayjoxx3y6k3w7wsy

3D Spatial Information Intended for SDI: A Literature Review, Problem and Evaluation

Mehrdad Jafari Salim
2017 Journal of Geographic Information System  
The data management and establishment of a proper and reliable DBMS and finally a GIS system at the same time are vital crucial in the course of 3D application that will be discussed throughout the paper  ...  including altimetry and planimetry data (X, Y, Z), then we will explain in short the available methods for 3D measurement.  ...  conceptual characteristics and reasons for a GIS system is to provide possibility to attach and keep information about spatial feature as well as tools for analytical process and creating environment for  ... 
doi:10.4236/jgis.2017.95033 fatcat:wk5kniaikzhrlajlprj26vahbu

Wildlife tracking data management: a new vision

F. Urbano, F. Cagnacci, C. Calenge, H. Dettki, A. Cameron, M. Neteler
2010 Philosophical Transactions of the Royal Society of London. Biological Sciences  
We suggest a general direction of development, based on a modular software architecture with a spatial database at its core, where interoperability, data model design and integration with remote-sensing  ...  Management of these large and diverse datasets for modelling animal behaviour and ecology can prove challenging, slowing down analysis and increasing the probability of mistakes in data handling.  ...  In fact, traditional GIS software is focused on specific analysis and data visualization, providing a rich set of spatial operations, but few are optimized for managing large vector datasets and complex  ... 
doi:10.1098/rstb.2010.0081 pmid:20566495 pmcid:PMC2894960 fatcat:3z5ffbeayfhchn3b37hfbwrx4q

The Research of Petroleum Enterprise Information System Architecture Based on the G/S Model

Liu Rui, Guo Xirong, Miao Fang
2012 Physics Procedia  
This paper explains the petroleum engineering technologies of petroleum enterprise supported by G/S model, which combine process of exploring, developing, and transporting of petroleum enterprise, these  ...  key technologies with spatial information technology supported by Digital Earth Platform, resulting in the improvement of the scientificity, accuracy, and rationality of the petroleum engineering technologies  ...  However, the limitation of computer software developing environment makes the inherent insufficiency in graph data management and spatial analysis for various information management system.  ... 
doi:10.1016/j.phpro.2012.02.319 fatcat:sskzakd3wzgx5jmmo2ihxhe7xa

Role of GIS as a Tool for Environmental Planning and Management

2019 International Journal of Research in Environmental Science  
A Geographic Information System is a computer based system for handling spatially referenced data and information. Its versatility has made it to find applications in a number of disciplines.  ...  and visualization of digital environmental information; (iii) spatial analysis of environmental information; and (iv) modeling scenarios.  ...  A Geographic Information System (GIS) is a computer-based information system for input, management, analysis, and output of geographic data and information.  ... 
doi:10.20431/2454-9444.0501002 fatcat:f6x4tojqanb33oqq2zl4v34qw4

A review of open source software solutions for developing water resources web applications

Nathan R. Swain, Kilisimasi Latu, Scott D. Christensen, Norman L. Jones, E. James Nelson, Daniel P. Ames, Gustavious P. Williams
2015 Environmental Modelling & Software  
These spatial data needs can be addressed using a combination of existing free and open source software (FOSS) for geographic information systems (FOSS4G) and FOSS for web development.  ...  Water resources web apps fall outside of the capabilities of standard web development software, because of their spatial data components.  ...  datasets, and spatial analysis for geoprocessing and spatial algorithms.  ... 
doi:10.1016/j.envsoft.2015.01.014 fatcat:v7ldzqrqkfhaljtnt5jjorhjhm
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