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    Spatial Temporal Analysis of Freight Flow through Indian Major Seaport System

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    https://www.riss.kr/link?id=A106416502

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    다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

    This paper analyzed the space time interactions among the freight flows through major Indian ports.
    Freight flow data at regular intervals in the form of spatial time series were collected for the twelve major ports located along the east and west coast of India. The system of freight flows was modeled through interactions both in time and space dimensions as a multivariate stochastic process. Effect of the neighbor port freight on a subject port was analyzed to understand the degree of dependency among the competing/non-competing ports. Demand elasticity analysis suggested that ports are more sensitive to changes in their own demand over time than the corresponding spatial changes indicating bulk of the demand dependency on hinterland economic activity. Interestingly, only two ports are found to be competing with each other as they share common hinterland. In general, it can be inferred that the interport relationship within Indian major port system is complimentary or co-operative. Proposed models can be used for assessing the impact of freight flow changes from one port to the nearest neighboring port.
    Study findings will help port authorities and policy makers for holistic development of port system by making right investments in required locations to promote balanced development. It has also implications towards formulating policies on port development considering Government of India's preferred mode of choice for infrastructure development is PPP, and policy formulation for this mode of development is required to address competition concerns considering the high sunk cost associated with ports development.
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    This paper analyzed the space time interactions among the freight flows through major Indian ports. Freight flow data at regular intervals in the form of spatial time series were collected for the twelve major ports located along the east and west coa...

    This paper analyzed the space time interactions among the freight flows through major Indian ports.
    Freight flow data at regular intervals in the form of spatial time series were collected for the twelve major ports located along the east and west coast of India. The system of freight flows was modeled through interactions both in time and space dimensions as a multivariate stochastic process. Effect of the neighbor port freight on a subject port was analyzed to understand the degree of dependency among the competing/non-competing ports. Demand elasticity analysis suggested that ports are more sensitive to changes in their own demand over time than the corresponding spatial changes indicating bulk of the demand dependency on hinterland economic activity. Interestingly, only two ports are found to be competing with each other as they share common hinterland. In general, it can be inferred that the interport relationship within Indian major port system is complimentary or co-operative. Proposed models can be used for assessing the impact of freight flow changes from one port to the nearest neighboring port.
    Study findings will help port authorities and policy makers for holistic development of port system by making right investments in required locations to promote balanced development. It has also implications towards formulating policies on port development considering Government of India's preferred mode of choice for infrastructure development is PPP, and policy formulation for this mode of development is required to address competition concerns considering the high sunk cost associated with ports development.

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    참고문헌 (Reference)

    1 BOX, G.E.P, "Time series analysis, forecasting and control" Holden-Day 1970

    2 LIN, S-L., "The application of space - time ARIMA on traffic flow forecasting" 12-15, 2009

    3 SZUMMER, M., "Temporal tezture modelling" 1996

    4 DALEZIOS, N. R., "Spatio-temporal precipitation modelling in rural watersheds" 40 (40): 553-568, 1995

    5 SONI, P., "Spatio-temporal analysis of fetal bio-magnetic signals" 162 : 333-345, 2007

    6 GARRIDO R. A., "Spatial interaction between the truck folow through the Mexico-Texas border" 34 : 23-33, 2000

    7 Axel Merkel, "Spatial competition and complementarity in European port regions" Elsevier BV 61 : 40-47, 2017

    8 EPPERSON B. K., "Spatial and space-time correlations in ecological models" 132 : 63-76, 2000

    9 KAMARIANAKIS Y., "Space-time modeling of traffic flow" 31 : 119-133, 2005

    10 ZHOU, M., "Space-time modeling of timber prices" 31 (31): 40-56, 2006

    1 BOX, G.E.P, "Time series analysis, forecasting and control" Holden-Day 1970

    2 LIN, S-L., "The application of space - time ARIMA on traffic flow forecasting" 12-15, 2009

    3 SZUMMER, M., "Temporal tezture modelling" 1996

    4 DALEZIOS, N. R., "Spatio-temporal precipitation modelling in rural watersheds" 40 (40): 553-568, 1995

    5 SONI, P., "Spatio-temporal analysis of fetal bio-magnetic signals" 162 : 333-345, 2007

    6 GARRIDO R. A., "Spatial interaction between the truck folow through the Mexico-Texas border" 34 : 23-33, 2000

    7 Axel Merkel, "Spatial competition and complementarity in European port regions" Elsevier BV 61 : 40-47, 2017

    8 EPPERSON B. K., "Spatial and space-time correlations in ecological models" 132 : 63-76, 2000

    9 KAMARIANAKIS Y., "Space-time modeling of traffic flow" 31 : 119-133, 2005

    10 ZHOU, M., "Space-time modeling of timber prices" 31 (31): 40-56, 2006

    11 PATIL, G., "Simultaneous dynamic demand estimation models for majou seaport in India" 9 (9): 141-151, 2017

    12 MIN, X., "Short term traffic flow forecasting of urban network based on dynamic STARIMA model" 2009

    13 J. M. Verhoeff, "Seaport competition: some fundamental and political aspects" Informa UK Limited 8 (8): 49-60, 2006

    14 "STATSOFT"

    15 KHAN, R-A-I., "Predicting travel times in dense and gighly varying road traffic networks using STARIMA models" School of Information Technologies, The University of Sydney 2012

    16 Richard O Goss, "On the Distribution of Economic Rent in Seaports" Springer Science and Business Media LLC 1 (1): 1-9, 1999

    17 NIU, X., "Modelling satellite ozone data" 90 : 969-983, 1995

    18 MADDEN L. V., "Modeling of tobacco virus epidemics as spatio--temporal autoregressive integrated moving average process" 78 : 1361-1366, 1988

    19 MoS, "Ministry of shipping"

    20 "MARITIME INDIA SUMMIT"

    21 PFEIFER, P.E., "Identification and interpretation of first order space-time ARMA models" 22 (22): 397-408, 1980

    22 SAHU, P., "Handling short run disequilibrium in freight demand forecasting at major indian port using error correction approach" 59 : 1-19, 2015

    23 Gopal R. Patil, "Estimation of Freight Demand at Mumbai Port using Regression and Time Series Models" 대한토목학회 20 (20): 2022-2032, 2016

    24 Kun Wang, "Cooperation or competition? Factors and conditions affecting regional port governance in South China" Springer Science and Business Media LLC 14 (14): 386-408, 2012

    25 Theo E Notteboom, "Complementarity and Substitutability among Adjacent Gateway Ports" SAGE Publications 41 (41): 743-762, 2009

    26 SAHU, P., "Classification of Indian seaports using hierarchical grouping method" 11 (11): 51-57, 2014

    27 HARDLE, W., "Applied Nonparametric Regression" Cambridge University Press 1992

    28 REYNOLDS, K. M., "Analysis of epidemics using spatio-temporal autocorrelation" 78 : 240-246, 1987

    29 Wei Yim Yap * †, "An interpretation of inter-container port relationships from the demand perspective" Informa UK Limited 31 (31): 337-355, 2004

    30 PFEIFER, P. E., "A three stage iterative model building procedure for space -time modelling" 22 (22): 35-47, 1980

    31 GIACINTO, V-Di, "A generalized space-time ARMA model with an application to regional unemployment analysis in Itly" 29 (29): 159-198, 2006

    32 Christopher M. Anderson, "A game-theoretic analysis of competition among container port hubs: the case of Busan and Shanghai 1" Informa UK Limited 35 (35): 5-26, 2008

    33 Masahiro Ishii, "A game theoretical analysis of port competition" Elsevier BV 49 (49): 92-106, 2013

    34 PFEIFER, P. E., ""A STARIMA model building procedure with application to description and regional forecasting"Transactions of the Institute of British Geographers" 330-349, 1980

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    기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
    2016 0.21 0.21 0.25
    KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
    0.24 0.26 0.487 0.03
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