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Journal : journal of data analytics information and computer science jdaics

UTILIZATION OF DIGITAL ELEVATION MODELS IN SLOPE MORPHOLOGY ANALYSIS FOR LANDSLIDE IDENTIFICATION IN TERNATE CITY, INDONESIA Heinrich Rakuasa; Viktor Vladimirovich Budnikov; Muhamad Rayhan Adifan
Journal of Data Analytics, Information, and Computer Science Vol. 3 No. 1 (2026): Januari
Publisher : Yayasan Nuraini Ibrahim Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70248/jdaics.v3i1.1377

Abstract

Ternate City, located in the North Maluku archipelago, Indonesia has hilly geographical and morphological conditions that make it vulnerable to landslides. This research aims to identify potential landslide risks by utilizing Digital Elevation Model and slope morphology analysis, and provide recommendations for disaster mitigation. This study used Digital Elevation Model (DEM) data obtained from the Indonesian Geospatial Information Agency, as well as land use data extracted from Sentinel 2 satellite imagery. The Slope Morphology (SMORPH) method was applied to analyze the shape and slope, which was then used to generate a landslide potential map. The analysis results show that 1,391.72 hectares of area in Ternate City has a high risk of landslides, with factors such as slope slope, slope shape, and land use conditions contributing to soil stability. The study also identified the importance of risk mapping and socialization to the community on early signs of landslides to improve preparedness. This research confirms the need for comprehensive and sustainable mitigation efforts to reduce the impact of landslides in Ternate City. Recommendations include infrastructure strengthening, drainage channel construction, and reforestation in critical areas. The results of this study are expected to serve as a basis for policy makers in formulating more effective disaster mitigation strategies and increasing public awareness of the importance of wise environmental management.
THE PHYSICAL SPATIAL DEVELOPMENT OF TIAKUR CITY, MOA ISLAND, MALUKU PROVINCE, INDONESIA Heinrich Rakuasa; Reinhard Nolly Limba; Stewart Pertuack; Arda Fadhli Romadhon; Raihan Rabbani
Journal of Data Analytics, Information, and Computer Science Vol. 3 No. 1 (2026): Januari
Publisher : Yayasan Nuraini Ibrahim Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70248/jdaics.v3i1.1752

Abstract

Tiakur City, the capital of Maluku Barat Daya Regency, has undergone significant physical development between 2015 and 2025, driven by population growth and economic activities. This study employs a quantitative approach using remote sensing technology with PlanetScope satellite imagery to analyze land cover changes. The analysis reveals an increase in built-up land area from 171.29 hectares (7.31%) in 2015 to 395.66 hectares (16.89%) in 2025, while non-built-up land experienced a decline. These findings indicate a rapid development rate and highlight the importance of sustainable spatial planning. In conclusion, understanding the patterns and intensity of land cover changes in Tiakur City is crucial for evaluating spatial planning policies and improving infrastructure development planning for the future