How to cite this paper
Noor, T., Sulistyowati, L., Yudha, E., Setiawan, M., Syakirotin, M., Wicaksono, S & Suardi, T. (2024). Effect of disaster events on regional food security spatially: A geographically weighted regression model.International Journal of Data and Network Science, 8(3), 1625-1634.
Refrences
Ahmad, D., Shah, S. Z. A., & Afzal, M. (2022). Flood hazards vulnerability and risk of food security in Bait community flood-prone areas of Punjab Pakistan: In SDGs achievement threat. Environmental Science and Pollution Research, 29(59), 88663-88680.
Boratyńska, K., & Huseynov, R. T. (2017). An innovative approach to food security policy in developing countries. Jour-nal of innovation & knowledge, 2(1), 39-44.
De Haen, H., & Hemrich, G. (2007). The economics of natural disasters: Implications and challenges for food security. Agricultural economics, 37, 31-45.
Enjolras, G., & Kast, R. (2012). Combining participating insurance and financial policies: A new risk management in-strument against natural disasters in agriculture. Agricultural Finance Review, 72(1), 156-178.
Faber, M., Schwabe, C., & Drimie, S. (2009). Dietary diversity in relation to other household food security indicators. In-ternational Journal of Food Safety, Nutrition and Public Health, 2(1), 1-15.
Fotheringham, A. S., Brunsdon, C., & Charlton, M. (2003). Geographically weighted regression: the analysis of spatially varying relationships. John Wiley & Sons.
Fraser, K. T., Shapiro, S., Willingham, C., Tavarez, E., Berg, J., & Freudenberg, N. (2022). What we can learn from US food policy response to crises of the last 20 years–Lessons for the COVID-19 era: a scoping review. SSM-Population Health, 17, 100952.
Friedman, R. S., England, R. M., Ricketts, K. D., van Wensveen, M., Lim-Camacho, L., & Crimp, S. (2022). Scanning models of food systems resilience in the Indo-Pacific region. Frontiers in Sustainable Food Systems, 6, 81.
Godfray, H. C. J., Beddington, J. R., Crute, I. R., Haddad, L., Lawrence, D., Muir, J. F., ... & Toulmin, C. (2010). Food se-curity: the challenge of feeding 9 billion people. science, 327(5967), 812-818.
Guan, X., Zang, Y., Meng, Y., Liu, Y., Lv, H., & Yan, D. (2021). Study on spatiotemporal distribution characteristics of flood and drought disaster impacts on agriculture in China. International Journal of Disaster Risk Reduction, 64, 102504.
Guo, J., Mao, K., Zhao, Y., Lu, Z., & Lu, X. (2019). Impact of climate on food security in mainland China: A new perspec-tive based on characteristics of major agricultural natural disasters and grain loss. Sustainability, 11(3), 869.
Ike, C. U., Jacobs, P. T., & Kelly, C. (2017). A multidimensional approach to measuring household food security in Taraba State, Nigeria: comparing key indicators. Development in Practice, 27(2), 234-246.
Israel, D. C., & Briones, R. M. (2012). Impacts of natural disasters on agriculture, food security, and natural resources and environment in the Philippines (No. 2012-36). PIDS discussion paper series.
Klomp, J., & Hoogezand, B. (2018). Natural disasters and agricultural protection: A panel data analysis. World Develop-ment, 104, 404-417.
Kneafsey, M., Dowler, E., Lambie-Mumford, H., Inman, A., & Collier, R. (2013). Consumers and food security: uncertain or empowered?. Journal of Rural Studies, 29, 101-112.
Kumar, H., Karwariya, S. K., & Kumar, R. (2022). Google earth engine-based identification of flood extent and flood-affected paddy rice fields using Sentinel-2 MSI and Sentinel-1 SAR data in Bihar state, India. Journal of the Indian Society of Remote Sensing, 50(5), 791-803.
Lesk, C., Rowhani, P., & Ramankutty, N. (2016). Influence of extreme weather disasters on global crop production. Nature [Internet].
Liu, Z. H. (2013). Disasters of flood and waterloging impact on agriculture. Advanced Materials Research, 671, 2648-2651.
McConnell, W. J., & Viña, A. (2018). Interactions between food security and land use in the context of global change. Land, 7(2), 53.
Mishra, A., Bruno, E., & Zilberman, D. (2021). Compound natural and human disasters: Managing drought and COVID-19 to sustain global agriculture and food sectors. Science of the Total Environment, 754, 142210.
Mujuru, N. M., Obi, A., Mdoda, L., Mishi, S., & Lesala, M. E. (2022). Investigating the contribution and effect of cash transfers to household food security of rural smallholder farmers in the Eastern Cape Province of South Africa. Cogent Social Sciences, 8(1), 2147138.
Munirah, A., & Norfarizan-Hanoon, N. A. (2022). Interrelated of food safety, food security and sustainable food produc-tion. Food Research, 6(1), 304-310.
Murdad, R., Muhiddin, M., Osman, W. H., Tajidin, N. E., Haida, Z., Awang, A., & Jalloh, M. B. (2022). Ensuring urban food security in Malaysia during the COVID-19 pandemic—Is urban farming the answer? A review. Sustainability, 14(7), 4155.
Nepal, A. K., & Neupane, N. (2022). Living in the flood plain: can financial inclusion, productive assets and coping mech-anism help reduce food insecurity?. Environmental Challenges, 6, 100437.
O’Connell, P. E., Ewen, J., O’Donnell, G., & Quinn, P. (2007). Is there a link between agricultural land-use management and flooding?. Hydrology and Earth System Sciences, 11(1), 96-107.
Panghal, A., Mor, R. S., Kamble, S. S., Khan, S. A. R., Kumar, D., & Soni, G. (2022). Global food security post COVID‐19: Dearth or dwell in the developing world?. Agronomy journal, 114(1), 878-884.
Pangali Sharma, T. P., Zhang, J., Khanal, N. R., Nepal, P., Pangali Sharma, B. P., Nanzad, L., & Gautam, Y. (2022). Household vulnerability to flood disasters among tharu community, western nepal. Sustainability, 14(19), 12386.
Panwar, V., & Sen, S. (2019). Economic impact of natural disasters: An empirical re-examination. Margin: The Journal of Applied Economic Research, 13(1), 109-139.
Pereira, M., & Oliveira, A. M. (2020). Poverty and food insecurity may increase as the threat of COVID-19 spreads. Pub-lic health nutrition, 23(17), 3236-3240.
Pritchett, L., Suryahadi, A., & Sumarto, S. (2000). Quantifying vulnerability to poverty: A proposed measure, applied to Indonesia (No. 2437). World Bank Publications.
Reddy, V., Singh, S., & Anbumozhi, V. (2016). Food Supply Chain Disruption due to Natural Disasters: Entities. Risks, and Strategies for Resilience. ERIA: Jakarta, Indonesia.
Rincon-Ruiz, A., Pascual, U., & Flantua, S. (2013). Examining spatially varying relationships between coca crops and as-sociated factors in Colombia, using geographically weight regression. Applied Geography, 37, 23-33.
Sari, F. P., & Munajat, M. (2020, April). Mapping of Food Security Based on Aspects of Food Access and Availability of Rice in Ogan Komering Ulu District. In International Conference on Agriculture, Social Sciences, Education, Technol-ogy and Health (ICASSETH 2019) (pp. 57-61). Atlantis Press.
Satapathy, J., Nayak, N. C., & Mahakud, J. (2020). Multidimensional impact of food security on household welfare: evi-dences from a household survey in three Indian states. International Journal of Social Economics, 47(7), 913-932.
Shrestha, B. B., Perera, E. D. P., Kudo, S., Miyamoto, M., Yamazaki, Y., Kuribayashi, D., ... & Tokunaga, Y. (2019). As-sessing flood disaster impacts in agriculture under climate change in the river basins of Southeast Asia. Natural Haz-ards, 97, 157-192.
Sianturi, R., Jetten, V. G., & Sartohadi, J. (2018). Mapping cropping patterns in irrigated rice fields in West Java: Towards mapping vulnerability to flooding using time-series MODIS imageries. International journal of applied earth observa-tion and geoinformation, 66, 1-13.
Sukono, S. S., Mamat, M., & Bon, A. T. (2020a), August). Model for determining natural disaster insurance premiums in indonesia using the black scholes method. In Proceedings of the International Conference on Industrial Engineering and Operations Management, Detroit, Michigan, USA.
Sukono, S. S., Mamat, M., Muljana, F., & Bon, A. T. (2021). Analysis of Agropolitan Area Planning Based on Natural Disaster Mitigation in West Muna Regency, Southeast Sulawesi, Indonesia. Proceedings of the International Confer-ence on Industrial Engineering and Operations Management, Sao Paulo, Brazil. pp. 3592– 3601.
Sukono, S. S., Mamat, M., & Bon, A. T. (2020b). A Review Mitigation Efforts and Natural Disaster Insurance Schemes in Indonesia. Proceedings of the International Conference on Industrial Engineering and Operations Management, Harare, Zimbabwe. pp. 1825–1835.
Supian, S., & Mamat, M. (2021). Mitigation and models for determining premiums for natural disaster insurance due to excessive rainfall. In Journal of Physics: Conference Series (Vol. 1722, No. 1, p. 012058). IOP Publishing.
Trinh, T. A., Feeny, S., & Posso, A. (2021). The impact of natural disasters and climate change on agriculture: Findings from Vietnam. In Economic effects of natural disasters (pp. 261-280). Academic Press.
Tsai, S. C., & Lee, S. H. (2022). Disaster-Resilient Communities on Flood Plains and Their Agricultural Regeneration: A Case Study in Meinong Plain, Taiwan. Water, 14(11), 1736.
Umar, M., Wilson, M., & Heyl, J. (2017). Food network resilience against natural disasters: a conceptual framework. Sage Open, 7(3), 2158244017717570.
Wang, E., An, N., Gao, Z., Kiprop, E., & Geng, X. (2020). Consumer food stockpiling behavior and willingness to pay for food reserves in COVID-19. Food Security, 12, 739-747.
Wijerathna-Yapa, Akila and Pathirana, Ranjith. (2022). Sustainable Agro – Food Systems for Addressing Climate Change and Food Security. Agriculture, 12, 10, 1554.
Wineman, A. (2016). Multidimensional household food security measurement in rural Zambia. Agrekon, 55(3), 278-301.
World Health Organization. (2018). The state of food security and nutrition in the world 2018: building climate resilience for food security and nutrition. Food & Agriculture Org..
Zhang, Y., Ya, X., Wang, R., Zou, Y., & Dong, X. (2022). Assessing and mapping human well-being for sustainable de-velopment amid drought and flood hazards: Dadu River Basin of China. Environmental Science and Pollution Re-search, 29(60), 90719-90737.
Zheng, D., Zhang, H., Yuan, Y., Deng, Z., Wang, K., Lin, G., ... & Jin, S. F. (2020). Natural disasters and their impacts on the silica losses from agriculture in China from 1988 to 2016. Physics and Chemistry of the Earth, Parts A/B/C, 115, 102840.
Boratyńska, K., & Huseynov, R. T. (2017). An innovative approach to food security policy in developing countries. Jour-nal of innovation & knowledge, 2(1), 39-44.
De Haen, H., & Hemrich, G. (2007). The economics of natural disasters: Implications and challenges for food security. Agricultural economics, 37, 31-45.
Enjolras, G., & Kast, R. (2012). Combining participating insurance and financial policies: A new risk management in-strument against natural disasters in agriculture. Agricultural Finance Review, 72(1), 156-178.
Faber, M., Schwabe, C., & Drimie, S. (2009). Dietary diversity in relation to other household food security indicators. In-ternational Journal of Food Safety, Nutrition and Public Health, 2(1), 1-15.
Fotheringham, A. S., Brunsdon, C., & Charlton, M. (2003). Geographically weighted regression: the analysis of spatially varying relationships. John Wiley & Sons.
Fraser, K. T., Shapiro, S., Willingham, C., Tavarez, E., Berg, J., & Freudenberg, N. (2022). What we can learn from US food policy response to crises of the last 20 years–Lessons for the COVID-19 era: a scoping review. SSM-Population Health, 17, 100952.
Friedman, R. S., England, R. M., Ricketts, K. D., van Wensveen, M., Lim-Camacho, L., & Crimp, S. (2022). Scanning models of food systems resilience in the Indo-Pacific region. Frontiers in Sustainable Food Systems, 6, 81.
Godfray, H. C. J., Beddington, J. R., Crute, I. R., Haddad, L., Lawrence, D., Muir, J. F., ... & Toulmin, C. (2010). Food se-curity: the challenge of feeding 9 billion people. science, 327(5967), 812-818.
Guan, X., Zang, Y., Meng, Y., Liu, Y., Lv, H., & Yan, D. (2021). Study on spatiotemporal distribution characteristics of flood and drought disaster impacts on agriculture in China. International Journal of Disaster Risk Reduction, 64, 102504.
Guo, J., Mao, K., Zhao, Y., Lu, Z., & Lu, X. (2019). Impact of climate on food security in mainland China: A new perspec-tive based on characteristics of major agricultural natural disasters and grain loss. Sustainability, 11(3), 869.
Ike, C. U., Jacobs, P. T., & Kelly, C. (2017). A multidimensional approach to measuring household food security in Taraba State, Nigeria: comparing key indicators. Development in Practice, 27(2), 234-246.
Israel, D. C., & Briones, R. M. (2012). Impacts of natural disasters on agriculture, food security, and natural resources and environment in the Philippines (No. 2012-36). PIDS discussion paper series.
Klomp, J., & Hoogezand, B. (2018). Natural disasters and agricultural protection: A panel data analysis. World Develop-ment, 104, 404-417.
Kneafsey, M., Dowler, E., Lambie-Mumford, H., Inman, A., & Collier, R. (2013). Consumers and food security: uncertain or empowered?. Journal of Rural Studies, 29, 101-112.
Kumar, H., Karwariya, S. K., & Kumar, R. (2022). Google earth engine-based identification of flood extent and flood-affected paddy rice fields using Sentinel-2 MSI and Sentinel-1 SAR data in Bihar state, India. Journal of the Indian Society of Remote Sensing, 50(5), 791-803.
Lesk, C., Rowhani, P., & Ramankutty, N. (2016). Influence of extreme weather disasters on global crop production. Nature [Internet].
Liu, Z. H. (2013). Disasters of flood and waterloging impact on agriculture. Advanced Materials Research, 671, 2648-2651.
McConnell, W. J., & Viña, A. (2018). Interactions between food security and land use in the context of global change. Land, 7(2), 53.
Mishra, A., Bruno, E., & Zilberman, D. (2021). Compound natural and human disasters: Managing drought and COVID-19 to sustain global agriculture and food sectors. Science of the Total Environment, 754, 142210.
Mujuru, N. M., Obi, A., Mdoda, L., Mishi, S., & Lesala, M. E. (2022). Investigating the contribution and effect of cash transfers to household food security of rural smallholder farmers in the Eastern Cape Province of South Africa. Cogent Social Sciences, 8(1), 2147138.
Munirah, A., & Norfarizan-Hanoon, N. A. (2022). Interrelated of food safety, food security and sustainable food produc-tion. Food Research, 6(1), 304-310.
Murdad, R., Muhiddin, M., Osman, W. H., Tajidin, N. E., Haida, Z., Awang, A., & Jalloh, M. B. (2022). Ensuring urban food security in Malaysia during the COVID-19 pandemic—Is urban farming the answer? A review. Sustainability, 14(7), 4155.
Nepal, A. K., & Neupane, N. (2022). Living in the flood plain: can financial inclusion, productive assets and coping mech-anism help reduce food insecurity?. Environmental Challenges, 6, 100437.
O’Connell, P. E., Ewen, J., O’Donnell, G., & Quinn, P. (2007). Is there a link between agricultural land-use management and flooding?. Hydrology and Earth System Sciences, 11(1), 96-107.
Panghal, A., Mor, R. S., Kamble, S. S., Khan, S. A. R., Kumar, D., & Soni, G. (2022). Global food security post COVID‐19: Dearth or dwell in the developing world?. Agronomy journal, 114(1), 878-884.
Pangali Sharma, T. P., Zhang, J., Khanal, N. R., Nepal, P., Pangali Sharma, B. P., Nanzad, L., & Gautam, Y. (2022). Household vulnerability to flood disasters among tharu community, western nepal. Sustainability, 14(19), 12386.
Panwar, V., & Sen, S. (2019). Economic impact of natural disasters: An empirical re-examination. Margin: The Journal of Applied Economic Research, 13(1), 109-139.
Pereira, M., & Oliveira, A. M. (2020). Poverty and food insecurity may increase as the threat of COVID-19 spreads. Pub-lic health nutrition, 23(17), 3236-3240.
Pritchett, L., Suryahadi, A., & Sumarto, S. (2000). Quantifying vulnerability to poverty: A proposed measure, applied to Indonesia (No. 2437). World Bank Publications.
Reddy, V., Singh, S., & Anbumozhi, V. (2016). Food Supply Chain Disruption due to Natural Disasters: Entities. Risks, and Strategies for Resilience. ERIA: Jakarta, Indonesia.
Rincon-Ruiz, A., Pascual, U., & Flantua, S. (2013). Examining spatially varying relationships between coca crops and as-sociated factors in Colombia, using geographically weight regression. Applied Geography, 37, 23-33.
Sari, F. P., & Munajat, M. (2020, April). Mapping of Food Security Based on Aspects of Food Access and Availability of Rice in Ogan Komering Ulu District. In International Conference on Agriculture, Social Sciences, Education, Technol-ogy and Health (ICASSETH 2019) (pp. 57-61). Atlantis Press.
Satapathy, J., Nayak, N. C., & Mahakud, J. (2020). Multidimensional impact of food security on household welfare: evi-dences from a household survey in three Indian states. International Journal of Social Economics, 47(7), 913-932.
Shrestha, B. B., Perera, E. D. P., Kudo, S., Miyamoto, M., Yamazaki, Y., Kuribayashi, D., ... & Tokunaga, Y. (2019). As-sessing flood disaster impacts in agriculture under climate change in the river basins of Southeast Asia. Natural Haz-ards, 97, 157-192.
Sianturi, R., Jetten, V. G., & Sartohadi, J. (2018). Mapping cropping patterns in irrigated rice fields in West Java: Towards mapping vulnerability to flooding using time-series MODIS imageries. International journal of applied earth observa-tion and geoinformation, 66, 1-13.
Sukono, S. S., Mamat, M., & Bon, A. T. (2020a), August). Model for determining natural disaster insurance premiums in indonesia using the black scholes method. In Proceedings of the International Conference on Industrial Engineering and Operations Management, Detroit, Michigan, USA.
Sukono, S. S., Mamat, M., Muljana, F., & Bon, A. T. (2021). Analysis of Agropolitan Area Planning Based on Natural Disaster Mitigation in West Muna Regency, Southeast Sulawesi, Indonesia. Proceedings of the International Confer-ence on Industrial Engineering and Operations Management, Sao Paulo, Brazil. pp. 3592– 3601.
Sukono, S. S., Mamat, M., & Bon, A. T. (2020b). A Review Mitigation Efforts and Natural Disaster Insurance Schemes in Indonesia. Proceedings of the International Conference on Industrial Engineering and Operations Management, Harare, Zimbabwe. pp. 1825–1835.
Supian, S., & Mamat, M. (2021). Mitigation and models for determining premiums for natural disaster insurance due to excessive rainfall. In Journal of Physics: Conference Series (Vol. 1722, No. 1, p. 012058). IOP Publishing.
Trinh, T. A., Feeny, S., & Posso, A. (2021). The impact of natural disasters and climate change on agriculture: Findings from Vietnam. In Economic effects of natural disasters (pp. 261-280). Academic Press.
Tsai, S. C., & Lee, S. H. (2022). Disaster-Resilient Communities on Flood Plains and Their Agricultural Regeneration: A Case Study in Meinong Plain, Taiwan. Water, 14(11), 1736.
Umar, M., Wilson, M., & Heyl, J. (2017). Food network resilience against natural disasters: a conceptual framework. Sage Open, 7(3), 2158244017717570.
Wang, E., An, N., Gao, Z., Kiprop, E., & Geng, X. (2020). Consumer food stockpiling behavior and willingness to pay for food reserves in COVID-19. Food Security, 12, 739-747.
Wijerathna-Yapa, Akila and Pathirana, Ranjith. (2022). Sustainable Agro – Food Systems for Addressing Climate Change and Food Security. Agriculture, 12, 10, 1554.
Wineman, A. (2016). Multidimensional household food security measurement in rural Zambia. Agrekon, 55(3), 278-301.
World Health Organization. (2018). The state of food security and nutrition in the world 2018: building climate resilience for food security and nutrition. Food & Agriculture Org..
Zhang, Y., Ya, X., Wang, R., Zou, Y., & Dong, X. (2022). Assessing and mapping human well-being for sustainable de-velopment amid drought and flood hazards: Dadu River Basin of China. Environmental Science and Pollution Re-search, 29(60), 90719-90737.
Zheng, D., Zhang, H., Yuan, Y., Deng, Z., Wang, K., Lin, G., ... & Jin, S. F. (2020). Natural disasters and their impacts on the silica losses from agriculture in China from 1988 to 2016. Physics and Chemistry of the Earth, Parts A/B/C, 115, 102840.