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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
A Geographic Perspective in the Context of Political Ecology for Understanding Strategic Environmental Assessment in Indonesia Heinrich Rakuasa; Philia Christi Latue; Yamres Pakniany
Journal of Selvicoltura Asean Vol. 1 No. 1 (2024)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/jsa.v1i1.859

Abstract

This research aims to explore the concept of political ecology in the context of the relationship between humans and the environment. Through a qualitative approach, literature analysis, case studies, and interviews were conducted to understand the implementation of the concept of political ecology. The results of the analysis show the complexity of socio-environmental interactions and the scale of political ecology. The findings provide a deeper understanding of the political and cultural dynamics in the representation of "nature". Thus, this research makes an important contribution to understanding political ecology from a geographical perspective. In conclusion, the political ecology approach provides a comprehensive picture and effective solutions in dealing with increasingly complex environmental problems.
Climate Change and its Impact on Asian Forest Landscapes: A Critical Review Heinrich Rakuasa; Philia Christi Latue; Yamres Pakniany
Journal of Selvicoltura Asean Vol. 1 No. 1 (2024)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/jsa.v1i1.860

Abstract

The impact of climate change on Asian forests is significant because it can affect temperature, rainfall, forest growth, seasonal patterns, and ecosystem balance. The research method used is a literature study that includes analyzing historical data, current observations, and monitoring climate change trends in the Asian region. The results show that climate change has led to an increase in average temperatures, changes in rainfall patterns, and melting of glaciers and ice in the Asian mountains. These impacts extend to various aspects of life, including ecosystems, agriculture, human well-being, and natural resource availability. Therefore, comprehensive mitigation and adaptation strategies and international cooperation are needed to protect Asia's forest ecosystems and increase people's resilience to the impacts of climate change.
Land Cover Change Analysis of Ternate Selatan Sub-district, Ternate City in 2014 and 2024 Philia Christi Latue; Heinrich Rakuasa
Journal of Selvicoltura Asean Vol. 1 No. 1 (2024)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/jsa.v1i1.861

Abstract

Economic growth, urbanization, and infrastructure development are the main drivers of the increase in built-up land area in Ternate Selatan Sub-district. This study aims to investigate and understand the dynamics of land use evolution over a period of one decade. Using satellite image data and image processing techniques, an analysis was conducted to identify significant changes in land cover, particularly in relation to economic growth, urbanization, and infrastructure development. The results showed an increase in the area of built-up land in Ternate SelatanSub-district from 2014 to 2024 along with changes in land use patterns that reflect development pressure. In 2014, the percentage of built-up land area in Ternate SelatanSub-district was 24.69% and continued to increase in 2024 to 31.44% of the total area of Ternate Island. In contrast to other land cover classes that experienced a decrease in area. The results of this study are expected to provide an important contribution for policy makers, environmentalists, and other stakeholders in designing appropriate measures to maintain the balance between economic growth and nature conservation in Ternate SelatanSub-district.
Land Cover Change Model in Sirimau Sub-district, Ambon City, Indonesia Philia Christi Latue; Yamres Pakniany; Heinrich Rakuasa
Journal of Selvicoltura Asean Vol. 1 No. 1 (2024)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/jsa.v1i1.862

Abstract

This study aims to analyze the Pattern of Land Cover Change in Sirimau District, Ambon City, Indonesia. The introduction of the research discusses the importance of understanding the dynamic interaction between human activities and land resources in the context of spatially distributed land cover. The research method used was descriptive quantitative with a spatial approach, conducted in Sirimau Sub-district, Ambon City, which experienced high population growth and development of built-up areas. Satellite image data analysis was used to identify patterns of land cover change from 2014 to 2024. The results showed the dominance of agricultural land in 2014, with certain areas converted to residential and built-up land in 2019 and 2024. The findings provide valuable insights in understanding the dynamics of land cover change in Sirimau sub-district and its relevance in sustainable land resource management.
The Role of Russian Federation Government Policy in Addressing the Impacts of Global Climate Change Heinrich Rakuasa; Philia Christi Latue; Yamres Pakniany
Journal of Selvicoltura Asean Vol. 1 No. 1 (2024)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/jsa.v1i1.863

Abstract

Climate change has become a pressing global issue, with vulnerable countries such as the Russian Federation facing significant challenges. This research aims to explore the role of Russian government policies in addressing the impacts of global climate change. The research method used is a literature study that includes data analysis from various reliable sources. The results and discussion highlight that Russia is vulnerable to climate change due to its vast territory and dependence on the fossil fuel industry. Socio-economic impacts such as heat waves, forest fires and permafrost thawing have reinforced the urgency of mitigation and adaptation measures. Recommendations include strengthening climate policies, diversifying energy sources, raising public awareness, international collaboration, and technological innovation. By addressing challenges such as lack of public awareness and limited resources, Russia can play a more proactive role in protecting the environment and creating a sustainable future.
Analysis of Average Land Surface Temperature of Java Island, Indonesia in 2024 using reduceRegions in Google Earth Engine Rafly Aulya Rizky Nasution; Heinrich Rakuasa; Fadlan Turi; Muh Hidayatullah; Philia Christi Latue
Journal of Selvicoltura Asean Vol. 1 No. 2 (2024)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/jsa.v1i2.1182

Abstract

This study presents a comprehensive analysis of the average Land Surface Temperature (LST) of Java Island, Indonesia, for the year 2024, utilizing the reduceRegions function in Google Earth Engine (GEE). Rapid urbanization and environmental changes on Java Island have significant implications for its climate and thermal conditions, necessitating effective monitoring and analysis of LST. The research employs satellite-based remote sensing techniques to assess the relationship between vegetation cover and surface temperatures, revealing that areas with higher vegetation density tend to exhibit lower surface temperatures. This finding aligns with previous studies, underscoring the importance of green spaces in urban environments. The analysis not only contributes to a deeper understanding of Java Island's environmental dynamics but also provides critical insights for policymakers and urban planners. The results can inform strategies for climate adaptation and sustainable development, addressing ongoing environmental challenges. Limitations of the study are acknowledged, and recommendations for future research are proposed, emphasizing the need for continued exploration of LST variations in relation to urbanization and climate change. Overall, this research serves as a valuable resource for enhancing environmental management practices on Java Island and similar regions facing rapid development.
Integration of Remote Sensing Data and Geographic Information System for Mapping Landslide Risk Areas in Ambon City, Indonesia Fekry Salim Hehanussa; Philia Christi Latue; Heinrich Rakuasa; Glendy Somae
Journal of Selvicoltura Asean Vol. 1 No. 3 (2024)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/jsa.v1i3.1185

Abstract

This research investigates the integration of remote sensing data and Geographic Information Systems (GIS) to map landslide risk areas in Ambon City, Indonesia, a region characterized by its hilly terrain and susceptibility to landslides. Utilizing various environmental variables such as slope gradient, land use, and rainfall patterns, the study employs a multi-criteria approach to assess landslide vulnerability and distribution. The findings reveal significant correlations between anthropogenic factors, such as urbanization, and increased landslide risk, highlighting the urgent need for sustainable urban planning and disaster risk management strategies. By providing a comprehensive landslide risk map, this study aims to support local authorities in making informed decisions to enhance community resilience and mitigate the impacts of landslides in Ambon City.
Community Participation in Education in the Digital Age in Indonesia Mohamad Ardin Suwandi; Heinrich Rakuasa
International Journal of Educatio Elementaria and Psychologia Vol. 1 No. 5 (2024)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/ijeep.v1i5.1250

Abstract

In the digital age, community participation in education has become increasingly vital for enhancing learning outcomes in Indonesia. This research explores how digital tools can transform traditional forms of community involvement, allowing for greater flexibility and engagement among parents, students, and local communities. Utilizing a literature study method, the research analyzes secondary data from credible sources, employing thematic analysis to identify key themes related to community participation in education. The findings reveal that while digital platforms facilitate improved communication and involvement, significant challenges remain due to the digital divide, particularly in rural areas where access to technology is limited. Additionally, the study highlights the importance of understanding cultural contexts to design educational programs that resonate with local populations. In conclusion, the research emphasizes the need for policies that promote digital literacy and equitable access to technology, fostering collaboration among schools, families, and communities to create a more inclusive educational system that meets the diverse needs of all learners in Indonesia.