Intelligent geospatial decision support system for Malaysian marine geospatial data infrastructure
Also available in printed version
| 主要作者: | |
|---|---|
| 其他作者: | |
| 格式: | Doctoral thesis |
| 語言: | 英语 |
| 出版: |
Universiti Teknologi Malaysia
2025
|
| 主題: | |
| 在線閱讀: | https://utmik.utm.my/handle/123456789/60176 |
| Abstract | Abstract here |
| _version_ | 1854975093250195456 |
|---|---|
| author | Isa Adekunle Hamid-Mosaku |
| author2 | Mohd. Razali Mahmud, supervisor |
| author_facet | Mohd. Razali Mahmud, supervisor Isa Adekunle Hamid-Mosaku |
| author_sort | Isa Adekunle Hamid-Mosaku |
| description | Also available in printed version |
| format | Doctoral thesis |
| id | utm-123456789-60176 |
| institution | Universiti Teknologi Malaysia |
| language | English |
| publishDate | 2025 |
| publisher | Universiti Teknologi Malaysia |
| record_format | dspace |
| record_pdf | Abstract |
| spelling | utm-123456789-601762025-08-21T07:11:56Z Intelligent geospatial decision support system for Malaysian marine geospatial data infrastructure Isa Adekunle Hamid-Mosaku Mohd. Razali Mahmud, supervisor Geoinformation and real estate Also available in printed version Marine resources for different uses and activities are characterised by multi-dimensional concepts, criteria, multi-participants, and multiple-use conflicts. In addition, the fuzzy nature in the marine environment has attendant features that increase the complexity of the environment, thus, necessitating the quest for multiple alternative solutions and adequate evaluation, particularly within the context of Marine Geospatial Data Infrastructure (MGDI). However, in the literature of MGDI, there has yet to be a concerted research effort and framework towards holistic consideration of decision making prospects using multi-criteria evaluation (MCE) and intelligent algorithms for effective and informed decision beyond the classical methods. This research, therefore, aims to develop and validate an intelligent decision support system for Malaysian MGDI. An integrated framework built on mixed method research design serves as the mode of inquiry. Initially, the quantitative methodology, comprising of Dynamic Analytic Network Process (DANP) model, comprehensive evaluation index system (CEIS), MCE extensions, geographic information system’s spatial interaction modelling (SIM), and hydrographic data acquisition sub-system was implemented. Within this framework, a case study validation was employed for the qualitative aspect to predict the most viable geospatial extents within Malaysian waters for exploitation of deep sea marine fishery. Quantitative findings showed that the model has an elucidated CEIS with a DANP network model of 7 criteria, 28 sub-criteria, and 145 performance indicators, with 5 alternatives. In the MCE, computed priority values for Analytic Hierarchy Process (AHP) and Fuzzy AHP are different though their rankings are the same. In addition, the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) and Fuzzy TOPSIS results from the MCE extensions showed that they were similarly ranked for the Exclusive Economic Zone (EEZ) (200 nm) area as predicted by the DANP model. Furthermore, re-arrangement of the priorities in sensitivity analysis enhanced the final judgment for the criteria being evaluated; and for the SIM. Qualitatively, the validation of the DANP through the prediction has cumulated a computed value of 76.39 nm (141.47 Km) where this would be the most viable and economical deep sea fishery exploitation location in Malaysian waters and within the EEZ. In this study, MGDI decision and MgdiEureka are newly formulated terminologies to depict decisions in the realms of MGDI initiatives and the developed applications. The framework would serve as an improved marine geospatial planning for various stakeholders prior to decision making fahmimoksen UTM 387 p. Thesis (Ph.D (Hidrografi)) - Universiti Teknologi Malaysia, 2014 2025-03-17T06:32:16Z 2025-03-17T06:32:16Z 2014 Doctoral thesis https://utmik.utm.my/handle/123456789/60176 valet-20170502-170155 vital:98565 ENG Closed Access UTM Complete Unpublished application/pdf Universiti Teknologi Malaysia |
| spellingShingle | Geoinformation and real estate Isa Adekunle Hamid-Mosaku Intelligent geospatial decision support system for Malaysian marine geospatial data infrastructure |
| thesis_level | PhD |
| title | Intelligent geospatial decision support system for Malaysian marine geospatial data infrastructure |
| title_full | Intelligent geospatial decision support system for Malaysian marine geospatial data infrastructure |
| title_fullStr | Intelligent geospatial decision support system for Malaysian marine geospatial data infrastructure |
| title_full_unstemmed | Intelligent geospatial decision support system for Malaysian marine geospatial data infrastructure |
| title_short | Intelligent geospatial decision support system for Malaysian marine geospatial data infrastructure |
| title_sort | intelligent geospatial decision support system for malaysian marine geospatial data infrastructure |
| topic | Geoinformation and real estate |
| url | https://utmik.utm.my/handle/123456789/60176 |
| work_keys_str_mv | AT isaadekunlehamidmosaku intelligentgeospatialdecisionsupportsystemformalaysianmarinegeospatialdatainfrastructure |