GIS Flood Prone Agricultural Land East Java Using Multi-Method Attribute Utility Theory
DOI:
https://doi.org/10.30812/matrik.v22i1.1511Keywords:
Flood; Agricultural land; Multi Attribute Utility Theory; GIS; Land area;Abstract
East Java has various regional conditions. The condition of the area certainly has the potential for disasters that have a significant impact on the agricultural sector. Flood is one of the factors that damage agricultural land. Flood risk management plays an important role in guiding the government in making timely and appropriate decisions for flood rescue and relief. The purpose of this research is a study of flood risk assessment in the agricultural sector in East Java using Multi Attribute Utility Theory. The Multi Attribute Utility Theory is used to solve problems related to spatial planning and disaster management because it is systematic and suitable for solving complex problems such as the agricultural sector. The results showed that the agricultural land areas in East Java with the category of very flood-prone include Bojonegoro, Lamongan, Tuban, and Sidoarjo Regencies. Furthermore, the results of this study were visualized by mapping flood risk using a GIS. This can be used for efforts in flood disaster management. This research is expected to assist policy making at the Department of Agriculture and Food Security in monitoring flood-prone agricultural land in order to minimize the occurrence of flood disasters in the agricultural sector.
Downloads
Download data is not yet available.
References
Aprillya, M. R., Suryani, E., & Dzulkarnain, A. (2019). System Dynamics Simulation Model for Increasing Paddy Production for Food Security (Case Study: East Java) . Journal of Information Systems Engineering and Busines, 2443-2555.
Bala, B. K., Bhuiyan, M. G., Alam, M. M., Arshad, F. M., Sidique, S. F., & Alias, E. F. (2017). Modelling of supply chain of rice in Bangladesh. International Journal of Systems Science: Operations & Logistics, 4(2), 181-197.
BNPB, B. N. (2019). Rencana nasional penanggulangan bencana 2015-2019.
Dong, Y., Frangopol, D. M., & Sabatino, S. (2016). A Decision Support System for Mission-Based Ship Routing Considering Multiple Performance Criteria. Reliability Engineering and System Safety.
Fajirwan, D., Arhami, M., & Amalia, I. (2018). Sistem Pendukung Keputusan Penerimaan Bantuan Renovasi Rumah Dhuafa Menggunakan Metode Multi Attribute Utility Theory. jurnal Infomedia, 3(2), -.
Kailiponi, P. (2010). Analyzing evacuation decisions using multi-attribute utility theory (MAUT). Procedia Engineering.
Levy, J. K., Hartmann, J., Li, K. W., An, Y., & Asgary, A. (2007). Multi-Criteria Decision Support Systems for Flood Hazard Mitigation and Emergency Response in Urban Watersheds. JAWRA Journal of the American Water Resources Association, 43(2), 346-358.
Li, Q., Zhou, J., Liu, D., & Jiang, X. (2012). Research on flood risk analysis and evaluation method based on variable fuzzy sets and information diffusion. Safety Science, 20(5), 1275-1283.
Limbong, T., & Simarmata, J. (2020). Menentukan Matakuliah yang Efektif Belajar Daring (Belajar dan Ujian) dengan Metode Multi-Attribute Utility Theory (MAUT). Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 4(2), 370-376.
Luu, C., Meding, J. v., & Mojtahedi, M. (2019). Analyzing Vietnam's national disaster loss database for flood risk assessment using multiple linear regression-TOPSIS. International Journal of Disaster Risk Reduction, 40(August 2018), 101153.
Medeiros, C., Alencar, M., & Almeida, A. d. (2017). Multidimensional risk evaluation of natural gas pipelines based on a multicriteria decision model using visualization tools and statistical tests for global sensitivity analysis. Reliability Engineering and System Safety, 165(April), 268-276.
Naylor, R. L., Battisti, D. S., Vimont, D. J., Falcon, W. P., & Burke, M. B. (2007). Assessing risks of climate variability and climate change for Indonesian rice agriculture. Procedings of the National Academy of Sciences of the United States of America, 104(19).
Niang, A., Becker, M., Ewert, F., Dieng, I., Gaiser, T., Tanaka, A., . . . Bami, R. K. (2017). Variability and determinants of yields in rice production systems of West Africa. Field Crops Research, 207, 1-12.
Nurdiawan, O., & Putri, H. (2014). Pemetaan daerah rawan banjir berbasis sistem informasi geografis dalam upaya mengoptimalkan langkah antisipasi bencana. Infotech Journal, 4(2), 1-9.
Nuryanti, J. T., & Warsito, A. (2018). Pemetaan Daerah Rawan Banjir Dengan Penginderaan Kupang Timur Kabupaten Kupang Provinsi Nusa Tenggara Timur. Jurnal Fisika, 3(1), 73-79.
Olayide, O. E., Tetteh, I. K., & Popoola, L. (2016). Differential impacts of rainfall and irrigation on agricultural production in Nigeria: Any lessons for climate-smart agriculture? Agricultural Water Management, 178, 30-36.
Oort, P. V., Saito, K., Tanaka, A., Amovin-Assagba, E., Bussel, L. V., Wart, J. V., . . . Wopereis, M. (2015). Assessment of rice self-sufficiency in 2025 in eight African countries. Global Food Security, 5, 39-49.
Pergher, I., & Universidade, A. T. (2018). A multi-attribute , rank-dependent utility model for selecting dispatching rules. Journal of Manufacturing Systems, 46, 264-271.
Silva, L. B., Humberto, J. S., Alencar, M. H., Ferreira, R. J., & Almeida, A. T. (2020). GIS-based multidimensional decision model for enhancing flood risk prioritization in urban areas. International Journal of Disaster Risk Reduction.
Stuart, A. M., Devkota, K. P., Sato, T., Pame, A. R., Balingbing, C., Phung, N. T., . . . Singleton, G. R. (2018). On-farm assessment of different rice crop management practices in the Mekong Delta, Vietnam, using sustainability performance indicators. Field Crops Research, 229(October), 103-114.
Timsina, J., Wolf, J., Guilpart, N., Bussel, L. v., Grassini, P., Wart, J. v., . . . Ittersum, M. v. (2018). Can Bangladesh produce enough cereals to meet future demand? Agricultural Systems, 163, 36-44.
Xiao, Y., Yi, S., & College, Z. T. (2017). Integrated flood hazard assessment based on spatial ordered weighted averaging method considering spatial heterogeneity of risk preference. Science of the Total Environment, 599-600, 1034-1046.
Bala, B. K., Bhuiyan, M. G., Alam, M. M., Arshad, F. M., Sidique, S. F., & Alias, E. F. (2017). Modelling of supply chain of rice in Bangladesh. International Journal of Systems Science: Operations & Logistics, 4(2), 181-197.
BNPB, B. N. (2019). Rencana nasional penanggulangan bencana 2015-2019.
Dong, Y., Frangopol, D. M., & Sabatino, S. (2016). A Decision Support System for Mission-Based Ship Routing Considering Multiple Performance Criteria. Reliability Engineering and System Safety.
Fajirwan, D., Arhami, M., & Amalia, I. (2018). Sistem Pendukung Keputusan Penerimaan Bantuan Renovasi Rumah Dhuafa Menggunakan Metode Multi Attribute Utility Theory. jurnal Infomedia, 3(2), -.
Kailiponi, P. (2010). Analyzing evacuation decisions using multi-attribute utility theory (MAUT). Procedia Engineering.
Levy, J. K., Hartmann, J., Li, K. W., An, Y., & Asgary, A. (2007). Multi-Criteria Decision Support Systems for Flood Hazard Mitigation and Emergency Response in Urban Watersheds. JAWRA Journal of the American Water Resources Association, 43(2), 346-358.
Li, Q., Zhou, J., Liu, D., & Jiang, X. (2012). Research on flood risk analysis and evaluation method based on variable fuzzy sets and information diffusion. Safety Science, 20(5), 1275-1283.
Limbong, T., & Simarmata, J. (2020). Menentukan Matakuliah yang Efektif Belajar Daring (Belajar dan Ujian) dengan Metode Multi-Attribute Utility Theory (MAUT). Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 4(2), 370-376.
Luu, C., Meding, J. v., & Mojtahedi, M. (2019). Analyzing Vietnam's national disaster loss database for flood risk assessment using multiple linear regression-TOPSIS. International Journal of Disaster Risk Reduction, 40(August 2018), 101153.
Medeiros, C., Alencar, M., & Almeida, A. d. (2017). Multidimensional risk evaluation of natural gas pipelines based on a multicriteria decision model using visualization tools and statistical tests for global sensitivity analysis. Reliability Engineering and System Safety, 165(April), 268-276.
Naylor, R. L., Battisti, D. S., Vimont, D. J., Falcon, W. P., & Burke, M. B. (2007). Assessing risks of climate variability and climate change for Indonesian rice agriculture. Procedings of the National Academy of Sciences of the United States of America, 104(19).
Niang, A., Becker, M., Ewert, F., Dieng, I., Gaiser, T., Tanaka, A., . . . Bami, R. K. (2017). Variability and determinants of yields in rice production systems of West Africa. Field Crops Research, 207, 1-12.
Nurdiawan, O., & Putri, H. (2014). Pemetaan daerah rawan banjir berbasis sistem informasi geografis dalam upaya mengoptimalkan langkah antisipasi bencana. Infotech Journal, 4(2), 1-9.
Nuryanti, J. T., & Warsito, A. (2018). Pemetaan Daerah Rawan Banjir Dengan Penginderaan Kupang Timur Kabupaten Kupang Provinsi Nusa Tenggara Timur. Jurnal Fisika, 3(1), 73-79.
Olayide, O. E., Tetteh, I. K., & Popoola, L. (2016). Differential impacts of rainfall and irrigation on agricultural production in Nigeria: Any lessons for climate-smart agriculture? Agricultural Water Management, 178, 30-36.
Oort, P. V., Saito, K., Tanaka, A., Amovin-Assagba, E., Bussel, L. V., Wart, J. V., . . . Wopereis, M. (2015). Assessment of rice self-sufficiency in 2025 in eight African countries. Global Food Security, 5, 39-49.
Pergher, I., & Universidade, A. T. (2018). A multi-attribute , rank-dependent utility model for selecting dispatching rules. Journal of Manufacturing Systems, 46, 264-271.
Silva, L. B., Humberto, J. S., Alencar, M. H., Ferreira, R. J., & Almeida, A. T. (2020). GIS-based multidimensional decision model for enhancing flood risk prioritization in urban areas. International Journal of Disaster Risk Reduction.
Stuart, A. M., Devkota, K. P., Sato, T., Pame, A. R., Balingbing, C., Phung, N. T., . . . Singleton, G. R. (2018). On-farm assessment of different rice crop management practices in the Mekong Delta, Vietnam, using sustainability performance indicators. Field Crops Research, 229(October), 103-114.
Timsina, J., Wolf, J., Guilpart, N., Bussel, L. v., Grassini, P., Wart, J. v., . . . Ittersum, M. v. (2018). Can Bangladesh produce enough cereals to meet future demand? Agricultural Systems, 163, 36-44.
Xiao, Y., Yi, S., & College, Z. T. (2017). Integrated flood hazard assessment based on spatial ordered weighted averaging method considering spatial heterogeneity of risk preference. Science of the Total Environment, 599-600, 1034-1046.
Downloads
Published
2022-11-17
Issue
Section
Articles
How to Cite
[1]
M. R. Aprillya and U. Chasanah, “GIS Flood Prone Agricultural Land East Java Using Multi-Method Attribute Utility Theory”, MATRIK, vol. 22, no. 1, pp. 117–128, Nov. 2022, doi: 10.30812/matrik.v22i1.1511.
Similar Articles
- Mohammad Diqi, Ema Utami, Kusrini Kusrini, Ferry Wahyu Wibowo, Leveraging Vector Quantized Variational Autoencoder for Accurate Synthetic Data Generation in Multivariate Time Series , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 24 No. 3 (2025)
- Pahrul Irfan, APLIKASI ENKRIPSI CITRA MENGGUNAKAN ALGORITMA KRIPTOGRAFI ARNOLD CAT MAP Dan LOGISTIC MAP , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 16 No. 1 (2016)
- Lusiana Efrizoni, Sarjon Defit, Muhammad Tajuddin, Anthony Anggrawan, Komparasi Ekstraksi Fitur dalam Klasifikasi Teks Multilabel Menggunakan Algoritma Machine Learning , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 21 No. 3 (2022)
- Jihadil Qudsi S., Anthony Anggrawan, EVALUASI PRODUK PEMBELAJARAN MULTIMEDIA (PELIN) EVALUATION OF LEARNING MULTIMEDIA PRODUCT (PELIN) , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 16 No. 1 (2016)
- lili Tanti, Syahril Efendi, Maya Silvi Lydia, Herman Mawengkang, Model Dynamic Facility Location in Post-Disaster Areas in Uncertainty , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 22 No. 1 (2022)
- Sri Suwarno, Erick Kurniawan, Multi-Level Pooling Model for Fingerprint-Based Gender Classification , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 22 No. 2 (2023)
- Moh.Erwin Indrawan, Ahmat Adil, IMPLEMENTASI RESTFUL WEB SERVICE ONE CHIP MULTI-CLIENT UNTUK MENGOPTIMALKAN PENJUALAN PULSA ALL OPERATOR , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 15 No. 2 (2016)
- Yuniansyah Yuniansyah, Andri Saputra, PENGEMBANGAN MULTIMEDIA PEMBELAJARAN UNTUK MATAKULIAH GRAFIK KOMPUTER MENGGUNAKAN METODE ADDIE , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 17 No. 1 (2017)
- Yuniansyah Yuniansyah, Andri Saputra, Pengembangan Multimedia Pembelajaran Pengenalan Huruf Hijaiyah Menggunakan Metode 4-D , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 17 No. 2 (2018)
- Dadang Priyanto, Bambang Krismono Triwijoyo, Deny Jollyta, Hairani Hairani, Ni Gusti Ayu Dasriani, Data Mining Earthquake Prediction with Multivariate Adaptive Regression Splines and Peak Ground Acceleration , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 22 No. 3 (2023)
You may also start an advanced similarity search for this article.
.png)
