Andi Muhammad Yasser Hakim

@brin.go.id

Limnology and Water Resources
National Research and Innovation Agency (BRIN), Indonesia

Andi Muhammad Yasser Hakim


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https://researchid.co/andiyasser
Researcher at National Research and Innovation Agency of Indonesia (BRIN)

RESEARCH, TEACHING, or OTHER INTERESTS

Urban Studies, Geography, Planning and Development, Earth and Planetary Sciences, Environmental Science
13

Scopus Publications

159

Scholar Citations

5

Scholar h-index

3

Scholar i10-index

Scopus Publications

  • Analysis of the impact of land use changes on hydrological responses in the Cisadane watershed, Indonesia
    Iwan Ridwansyah, Hidayat Pawitan, Yayat Hidayat, Meti Yulianti, Andi Muhammad Yasser Hakim
    International Journal of Environmental Studies, 2026
    The Cisadane watershed, a densely populated region undergoing rapid land use changes, may alter hydrological characteristics such as water yield, surface runoff, and baseflow. This study assesses how these changes impact flood occurrences using the SWAT hydrological model and CLUE-S model. Land use changes from 2010 to 2030 were projected in 20-year intervals. Calibration and validation of the CLUE-S model showed high accuracy (73% overall accuracy, Kappa coefficient 66%). SWAT model validation indicated satisfactory results (R2: 0.65, NSE: 0.56). According to CLUE-S, urban expansion will notably increase, reducing forest and agricultural areas. SWAT simulations predict an increase in maximum daily discharge: from 735 m3/s in 1990 to 775 m3/s in 2010, with a projection of 779 m3/s in 2030. Controlling land use changes in forests, agriculture, and water bodies could effectively mitigate flood risks, with simulations revealing a maximum-minimum discharge ratio of 49, indicating significant daily water flow variability.
  • Recurring struggle in managing water hyacinth invasion and water quality in a tropical lake: Case study of Lake Rawa Pening, Indonesia
    Cynthia Henny, Atriyon Julzarika, Sulastri, Syarif Prasetyo, Rosetyati Retno Utami, Nurul Setiadewi, Andi Muhammad Yasser Hakim
    Journal of Environmental Management, 2026
  • Impact of Land Use Change on Hydrological Responses in the Jongkok-Meninring-Babar (JMB) Watershed, Lombok Island, Indonesia
    Iwan Ridwansyah, Hendro Wibowo, Endra Triwisesa, Andi Muhammad Yasser Hakim, Aan Dianto
    Bio Web of Conferences, 2025
    Lombok Island, covering 4,672 km 2 with a population of about three million, is a popular tourist destination yet highly vulnerable to environmental degradation driven by rapid tourism and settlement expansion. This study investigates the impact of land use change on hydrological response using the SWAT model. Land use dynamics were analyzed through satellite image classification, revealing that most urban growth in Mataram City has replaced paddy fields, while in upstream areas it has encroached on plantations and agricultural land. Model calibration and validation achieved Nash-Sutcliffe Efficiency (NSE) values of 0.66 and 0.55, respectively, indicating acceptable performance. The simulation results from 1995 to 2017 show significant hydrological alterations: surface runoff increased by 33.1 mm/year, while base flow and deep aquifer recharge declined by 12.3 mm/year and 12.5 mm/year, respectively. These findings highlight the adverse effects of urban expansion on the island's water resources, emphasizing the need for sustainable land use planning to balance development and environmental protection.
  • The Wallacea Wetland Research Collaboration Center: A Nexus for Ecosystem Data, Biodiversity Insights, and Management Strategies
    Triyanto, Latifa Fekri, Asriyana, Gadis Sri Haryani, La Ode Muhammad Yasir Haya, Tri Widiyanto, Sjamsu Alam Lawelle, Lukman, Romy Ketjulan, Cynthia Henny, Irdam Riani, Sekar Larashati, Muhammad Idris, Nofdianto, Andi Muhammad Yasser Hakim, Djamhuriyah S. Said, Hasan Eldin Adimu, Octavianto Samir
    Bio Web of Conferences, 2025
    The Wallacea Wetland Research Collaboration Center was founded in 2024 through BRIN's Research Collaboration Center Program, in partnership with Halu Oleo University and BRIN's Research Center for Limnology and Water Resources. It focuses on wetland ecosystems in Wallacea—covering Sulawesi, Nusa Tenggara, and Maluku—regions rich in biodiversity and endemism but still underexplored. The center integrates ecosystem data, assesses biodiversity, and develops inclusive wetland management strategies. Through interdisciplinary collaboration, it promotes ecological data collection, biodiversity synthesis, and adaptive frameworks that blend global conservation principles with local wisdom. Addressing challenges like habitat degradation, climate resilience, and fair resource governance, the center emphasizes wetlands as vital yet often overlooked ecosystems. Rooted in scientific diplomacy, social justice, and community empowerment, it fosters knowledge exchange, policy dialogue, and capacity building among academic and local stakeholders. Ultimately, it envisions wetlands as both ecological treasures and socio-cultural landscapes where biodiversity and community livelihoods thrive together.
  • Enhanced light 1D-based deep learning algorithm for land cover classification in Citarum upper watershed, Indonesia
    Dwi Nowo Martono, Budi Heru Santosa, Dionysius Bryan Sencaki, Robby Arifandri, Andi Muhammad Yasser Hakim, Hari Prayogi, Apip, Laju Gandharum, Max Jacob Steinhausen, Kai Schröter
    Remote Sensing Applications Society and Environment, 2025
  • Exploring land cover change impacts on ecosystem services using machine learning technique and scenario simulation: case study of the Upper Citarum River Basin, Indonesia
    Andi Muhammad Yasser Hakim, Budi Heru Santosa, Dwi Nowo Martono, Dionysius Bryan Sencaki, Hari Prayogi, Robby Arifandri, Apip Apip, Widya Ningrum, Kai Schröter, Max Jacob Steinhausen
    Modeling Earth Systems and Environment, 2025
  • Defining Urban Growth Boundary in Semarang City: Integrating Spatial Planning and Predictive Modeling Techniques
    A M Y Hakim, B H Santosa, R Purwana
    Iop Conference Series Earth and Environmental Science, 2025
    Understanding the maximum percentage of urban area within an administrative region, such as Semarang City, necessitates an examination of spatial planning schemes, development regulations, and local government policies. Concurrently, cellular automata and Markov chain approaches can be used to predict how cities will grow in the future accurately. This study aims to define the urban growth boundary in Semarang City by integrating spatial planning approaches with predictive modeling techniques. The Cellular automata-Markov chain (CA-MC) method predicts future urban growth developments based on current land use patterns. This study seeks to delineate areas suitable for urban development using spatial data analysis and modeling while preserving critical ecological and agricultural zones. The findings of this research contribute to formulating informed policies aimed at achieving balanced urban expansion and environmental conservation in Semarang, thus fostering resilient and inclusive urban landscapes in the city.
  • Correlation between population growth and land use change: a study in the catchment area of Singkarak Lake, West Sumatra
    A M Y Hakim, I Ridwansyah, D B Sencaki
    Iop Conference Series Earth and Environmental Science, 2024
    Many studies state that one of the anthropogenic impacts that directly affects the environment is population growth. Population growth is an undeniable and inevitable global phenomenon. It has significant implications for various aspects of human civilization and the environment, one of which is land use patterns. The relentless growth of the world’s population puts enormous pressure on the utilization and distribution of land resources. Along with demographic shifts in rural areas and accelerated urbanization, land use patterns undergo substantial transformation. Therefore, this study aims to measure the correlation between population growth and land use change using the Pearson correlation method. Data on the number of inhabitants was obtained from the Central Bureau of Statistics; meanwhile, the land use maps were obtained from the classification of Landsat 8 OLI satellite images that were processed in Google Earth Engine. The research location was carried out in the Catchment Area of Singkarak Lake, West Sumatra with a range of data use from 2013 to 2022 (10 years). The outcome indicated a Pearson correlation coefficient of 0.979. This study ultimately reinforces the assertion regarding the strong correlation between population growth and land use change, particularly in the context of urban expansion.
  • Assessment of future environmental carrying capacity in the Mamminasata area, Indonesia, derived from regional census and land cover
    Andi Muhammad Yasser Hakim, Sumbangan Baja, Dorothea Agnes Rampisela, Samsu Arif, Masayuki Matsuoka, Iwan Ridwansyah
    International Journal of Environmental Studies, 2023
    Environmental carrying capacity is central to the sustainable development concept that has been applied in spatial planning programs by the Government of Indonesia. These programs focus on population needs based on existing conditions and projected population growth. This study predicted the future environmental carrying capacity of the region called Mamminasata (Makassar City, Maros, Sungguminasa and Takalar Regencies) to 2031 through statistical calculation. Census data from local government agencies and land cover prediction data from previous studies were used. The respective results for demographic, residential, and protected function carrying capacities by 2031 were 0.104 (good), 6.297 (good), and 0.520 (good but requiring attention to prevent further decline). Projected agricultural carrying capacity in 2031 would leave about 45% of the agricultural land now used for food crops. The results of this research can assist sustainable development in Mamminasata.
  • Quantifying future environmental carrying capacity based on land use/land cover data and ecosystem services valuation: a case study in Makassar City, Indonesia
    Andi Muhammad Yasser Hakim, Sumbangan Baja, Dorothea Agnes Rampisela, Samsu Arif
    International Journal of Environmental Studies, 2022
    Several studies have focused on present environmental carrying capacity, but predictions based on future conditions are rarely considered. In this study, land use/land cover (LU/LC) data and ecosystem services valuation (ESV) were used to quantify the future environmental carrying capacity in Makassar City by 2031. The LU/LC data were based on previous research and the ESV coefficients were based on Muta’ali (2015). The results predict that all types of ecosystem services in Makassar City will decrease every year and will be below 0.5 of current values by 2031. These results can be used to inform plans for sustainable development in Makassar City.
  • Modelling land use/land cover changes prediction using multi-layer perceptron neural network (MLPNN): a case study in Makassar City, Indonesia
    Andi Muhammad Yasser Hakim, Sumbangan Baja, Dorothea Agnes Rampisela, Samsu Arif
    International Journal of Environmental Studies, 2021
  • Predicting land cover change in the mamminasata area, indonesia, to evaluate the spatial plan
    Andi Muhammad Yasser Hakim, Masayuki Matsuoka, Sumbangan Baja, Dorothea Agnes Rampisela, Samsu Arif
    ISPRS International Journal of Geo Information, 2020
  • Spatial dynamic prediction of landuse / landcover change (case study: Tamalanrea sub-district, makassar city)
    A M Y Hakim, S Baja, D A Rampisela, S Arif
    Iop Conference Series Earth and Environmental Science, 2019

RECENT SCHOLAR PUBLICATIONS

  • Decision Support Tool (1): Models of Impacts of Land Use Management on Water Quality
    I Ridwansyah, A Rahmadya, A Fitriyah, AMY Hakim, K Amaru, Edwin, ...
    Decision Support Systems for Multisectoral Tropical Lake Management in … , 2026
    2026
  • Analysis of the impact of land use changes on hydrological responses in the Cisadane watershed, Indonesia
    I Ridwansyah, H Pawitan, Y Hidayat, M Yulianti, AMY Hakim
    International Journal of Environmental Studies 83 (1), 82-100 , 2026
    2026
  • Recurring struggle in managing water hyacinth invasion and water quality in a tropical lake: Case study of Lake Rawa Pening, Indonesia
    C Henny, A Julzarika, S Prasetyo, RR Utami, N Setiadewi, AMY Hakim
    Journal of Environmental Management 397, 128210 , 2026
    2026
    Citations: 2
  • Enhanced light 1D-based Deep Learning algorithm for land cover classification in Citarum upper watershed, Indonesia
    DN Martono, BH Santosa, DB Sencaki, R Arifandri, AMY Hakim, ...
    Remote Sensing Applications: Society and Environment, 101773 , 2025
    2025
  • Exploring land cover change impacts on ecosystem services using machine learning technique and scenario simulation: case study of the Upper Citarum River Basin, Indonesia
    AMY Hakim, BH Santosa, DN Martono, DB Sencaki, H Prayogi, ...
    Modeling Earth Systems and Environment 11 (3), 211 , 2025
    2025
    Citations: 6
  • A Review of Multi-Criteria Analysis in Watershed Management
    A Muhammad Yasser Hakim, R Novianti, M Yulianti, I Ridwansyah, ...
    BIO Web of Conferences 196, 01003 , 2025
    2025
  • Impact of Land Use Change on Hydrological Responses in the Jongkok–Meninring–Babar (JMB) Watershed, Lombok Island, Indonesia
    I Ridwansyah, H Wibowo, E Triwisesa, AMY Hakim, A Dianto
    BIO Web of Conferences 196, 06001 , 2025
    2025
    Citations: 1
  • The Wallacea Wetland Research Collaboration Center: A Nexus for Ecosystem Data, Biodiversity Insights, and Management Strategies
    Triyanto, L Fekri, Asriyana, GS Haryani, LOMY Haya, T Widiyanto, ...
    BIO Web of Conferences 196, 05004 , 2025
    2025
  • Defining Urban Growth Boundary in Semarang City: Integrating Spatial Planning and Predictive Modeling Techniques
    AMY Hakim, BH Santosa, R Purwana
    IOP Conference Series: Earth and Environmental Science 1443 (1), 012037 , 2025
    2025
  • Correlation between population growth and land use change: a study in the catchment area of Singkarak Lake, West Sumatra
    AMY Hakim, I Ridwansyah, DB Sencaki
    IOP Conference Series: Earth and Environmental Science 1436 (1), 012015 , 2024
    2024
    Citations: 3
  • DEVELOPING AND IMPLEMENTING INTERACTIVE SPATIAL DECISION SUPPORT SYSTEM FOR CROP LAND MANAGEMENT
    S ARIF, S BAJA, E SYAMSUDDIN, MA HAMZAH, A HAKIM
    XINAN JIAOTONG DAXUE XUEBAO 59 (6) , 2024
    2024
  • LULC CHANGE IMPACT ON RUNOFF COEFFICIENT AND ITS IMPLICATIONS FOR AREAL PRIORITIZATION IN FLOOD CONTROL: A CASE STUDY OF THE CIKAPUNDUNG RIVER, WEST JAVA, INDONESIA
    M FAKHRUDIN, F SETIAWAN, A HAKIM, SM YUSUF, I RIDWANSYAH, ...
    XINAN JIAOTONG DAXUE XUEBAO 59 (6) , 2024
    2024
    Citations: 1
  • Assessment of future environmental carrying capacity in the Mamminasata area, Indonesia, derived from regional census and land cover
    AMY Hakim, S Baja, DA Rampisela, S Arif, M Matsuoka, I Ridwansyah
    International Journal of Environmental Studies 80 (5), 1417-1434 , 2023
    2023
    Citations: 5
  • Quantifying future environmental carrying capacity based on land use/land cover data and ecosystem services valuation: A case study in Makassar City, Indonesia
    AMY Hakim, S Baja, DA Rampisela, S Arif
    International Journal of Environmental Studies 79 (4), 686-697 , 2022
    2022
    Citations: 9
  • Pemodelan Spasial Prediksi Penggunaan Lahan dan Daya Dukung Lingkungan Kawasan Strategis Nasional Mamminasata
    AMY Hakim
    Universitas Hasanuddin , 2022
    2022
  • Modelling land use/land cover changes prediction using multi-layer perceptron neural network (MLPNN): a case study in Makassar City, Indonesia
    AMY Hakim, S Baja, DA Rampisela, S Arif
    International Journal of Environmental Studies 78 (2), 301-318 , 2021
    2021
    Citations: 38
  • Land Cover Classification of Mamminasata, Indonesia using Landsat-7 ETM+: Reduction of the Influences of Cloud, Shadow, and Scan-gap
    AMY Hakim, M Matsuoka, S Baja
    AGU Fall Meeting 2020 , 2020
    2020
  • Predicting land cover change in the Mamminasata area, Indonesia, to evaluate the spatial plan
    AMY Hakim, M Matsuoka, S Baja, DA Rampisela, S Arif
    ISPRS International Journal of Geo-Information 9 (8), 481 , 2020
    2020
    Citations: 21
  • Spatial dynamic prediction of landuse / landcover change (case study: tamalanrea sub-district, makassar city)
    AMY Hakim, S Baja, DA Rampisela, S Arif
    IOP Conference Series: Earth and Environmental Science 280 (Mapping and … , 2019
    2019
    Citations: 73

MOST CITED SCHOLAR PUBLICATIONS

  • Spatial dynamic prediction of landuse / landcover change (case study: tamalanrea sub-district, makassar city)
    AMY Hakim, S Baja, DA Rampisela, S Arif
    IOP Conference Series: Earth and Environmental Science 280 (Mapping and … , 2019
    2019
    Citations: 73
  • Modelling land use/land cover changes prediction using multi-layer perceptron neural network (MLPNN): a case study in Makassar City, Indonesia
    AMY Hakim, S Baja, DA Rampisela, S Arif
    International Journal of Environmental Studies 78 (2), 301-318 , 2021
    2021
    Citations: 38
  • Predicting land cover change in the Mamminasata area, Indonesia, to evaluate the spatial plan
    AMY Hakim, M Matsuoka, S Baja, DA Rampisela, S Arif
    ISPRS International Journal of Geo-Information 9 (8), 481 , 2020
    2020
    Citations: 21
  • Quantifying future environmental carrying capacity based on land use/land cover data and ecosystem services valuation: A case study in Makassar City, Indonesia
    AMY Hakim, S Baja, DA Rampisela, S Arif
    International Journal of Environmental Studies 79 (4), 686-697 , 2022
    2022
    Citations: 9
  • Exploring land cover change impacts on ecosystem services using machine learning technique and scenario simulation: case study of the Upper Citarum River Basin, Indonesia
    AMY Hakim, BH Santosa, DN Martono, DB Sencaki, H Prayogi, ...
    Modeling Earth Systems and Environment 11 (3), 211 , 2025
    2025
    Citations: 6
  • Assessment of future environmental carrying capacity in the Mamminasata area, Indonesia, derived from regional census and land cover
    AMY Hakim, S Baja, DA Rampisela, S Arif, M Matsuoka, I Ridwansyah
    International Journal of Environmental Studies 80 (5), 1417-1434 , 2023
    2023
    Citations: 5
  • Correlation between population growth and land use change: a study in the catchment area of Singkarak Lake, West Sumatra
    AMY Hakim, I Ridwansyah, DB Sencaki
    IOP Conference Series: Earth and Environmental Science 1436 (1), 012015 , 2024
    2024
    Citations: 3
  • Recurring struggle in managing water hyacinth invasion and water quality in a tropical lake: Case study of Lake Rawa Pening, Indonesia
    C Henny, A Julzarika, S Prasetyo, RR Utami, N Setiadewi, AMY Hakim
    Journal of Environmental Management 397, 128210 , 2026
    2026
    Citations: 2
  • Impact of Land Use Change on Hydrological Responses in the Jongkok–Meninring–Babar (JMB) Watershed, Lombok Island, Indonesia
    I Ridwansyah, H Wibowo, E Triwisesa, AMY Hakim, A Dianto
    BIO Web of Conferences 196, 06001 , 2025
    2025
    Citations: 1
  • LULC CHANGE IMPACT ON RUNOFF COEFFICIENT AND ITS IMPLICATIONS FOR AREAL PRIORITIZATION IN FLOOD CONTROL: A CASE STUDY OF THE CIKAPUNDUNG RIVER, WEST JAVA, INDONESIA
    M FAKHRUDIN, F SETIAWAN, A HAKIM, SM YUSUF, I RIDWANSYAH, ...
    XINAN JIAOTONG DAXUE XUEBAO 59 (6) , 2024
    2024
    Citations: 1
  • Decision Support Tool (1): Models of Impacts of Land Use Management on Water Quality
    I Ridwansyah, A Rahmadya, A Fitriyah, AMY Hakim, K Amaru, Edwin, ...
    Decision Support Systems for Multisectoral Tropical Lake Management in … , 2026
    2026
  • Analysis of the impact of land use changes on hydrological responses in the Cisadane watershed, Indonesia
    I Ridwansyah, H Pawitan, Y Hidayat, M Yulianti, AMY Hakim
    International Journal of Environmental Studies 83 (1), 82-100 , 2026
    2026
  • Enhanced light 1D-based Deep Learning algorithm for land cover classification in Citarum upper watershed, Indonesia
    DN Martono, BH Santosa, DB Sencaki, R Arifandri, AMY Hakim, ...
    Remote Sensing Applications: Society and Environment, 101773 , 2025
    2025
  • A Review of Multi-Criteria Analysis in Watershed Management
    A Muhammad Yasser Hakim, R Novianti, M Yulianti, I Ridwansyah, ...
    BIO Web of Conferences 196, 01003 , 2025
    2025
  • The Wallacea Wetland Research Collaboration Center: A Nexus for Ecosystem Data, Biodiversity Insights, and Management Strategies
    Triyanto, L Fekri, Asriyana, GS Haryani, LOMY Haya, T Widiyanto, ...
    BIO Web of Conferences 196, 05004 , 2025
    2025
  • Defining Urban Growth Boundary in Semarang City: Integrating Spatial Planning and Predictive Modeling Techniques
    AMY Hakim, BH Santosa, R Purwana
    IOP Conference Series: Earth and Environmental Science 1443 (1), 012037 , 2025
    2025
  • DEVELOPING AND IMPLEMENTING INTERACTIVE SPATIAL DECISION SUPPORT SYSTEM FOR CROP LAND MANAGEMENT
    S ARIF, S BAJA, E SYAMSUDDIN, MA HAMZAH, A HAKIM
    XINAN JIAOTONG DAXUE XUEBAO 59 (6) , 2024
    2024
  • Pemodelan Spasial Prediksi Penggunaan Lahan dan Daya Dukung Lingkungan Kawasan Strategis Nasional Mamminasata
    AMY Hakim
    Universitas Hasanuddin , 2022
    2022
  • Land Cover Classification of Mamminasata, Indonesia using Landsat-7 ETM+: Reduction of the Influences of Cloud, Shadow, and Scan-gap
    AMY Hakim, M Matsuoka, S Baja
    AGU Fall Meeting 2020 , 2020
    2020