Assessing Rice Food Availability Resilience Under Paddy Field Land Use Change in Sukabumi Regency
Downloads
Rice food availability is increasingly challenged by paddy field conversion driven by socioeconomic development and land-use transformation. However, reductions in paddy field extent do not necessarily indicate decreased food availability, as agricultural systems may respond through intensification and productivity improvement. This study evaluated rice food availability resilience under paddy field land-use change in Sukabumi Regency, West Java, Indonesia, during 2000–2020 by integrating Landsat-based spatial analysis with agricultural production indicators. Paddy field dynamics were analyzed using multi-temporal Landsat imagery through Object-Based Image Analysis (OBIA) and Random Forest classification. Agricultural responses were assessed using harvested area, cropping intensity, productivity, rice production, and the Production Efficiency Index (PEI).The results showed that paddy field area declined from 71,641.44 ha in 2000 to 65,982.15 ha in 2020, representing a 7.9% reduction, with the largest decline occurring in rainfed paddy fields. Despite this reduction, rice production increased from 622,189 tons to 931,328 tons, supported by increases in harvested area, cropping intensity, and productivity, particularly within irrigated paddy field systems. The PEI increased from 8.68 to 14.12 ton ha⁻¹, indicating improved production efficiency relative to available land resources. These findings indicated that rice food availability resilience in Sukabumi Regency was supported by agricultural adaptation strategies, particularly through intensification and productivity enhancement rather than land expansion.Nevertheless, productivity improvements may not indefinitely compensate for continued paddy field conversion due to ecological and biophysical limitations. Integrating remote sensing-based land-use change analysis with agricultural performance indicators provides a useful framework for evaluating food availability resilience and supporting sustainable paddy field management.
Akliyah, L. S., Hindersah, H., & Fikri, M. H. (2022). Analysis of the paddy fields to support community and tourism activities in Ciemas District, Indonesia. F1000Research, Hal, 523.
Badan Pusat Statistik Kabupaten Sukabumi. (2001–2021). Kabupaten Sukabumi dalam angka. Badan Pusat Statistik Kabupaten Sukabumi.
Badan Pusat Statistik Kabupaten Sukabumi. (2022). Kabupaten Sukabumi dalam angka 2022.
Badan Pusat Statistik Provinsi Jawa Barat. (2000). Jawa Barat dalam angka 2000.
Badan Pusat Statistik Republik Indonesia. (2021). Luas panen dan produksi padi di Indonesia 2021: Hasil kegiatan pendataan statistik pertanian tanaman pangan.
Barchia, M. F., Sulistyo, B., Putri, E. L., & Utami, K. (2023). Land use change from marginal peaty rice fields to other land uses in Air Hitam irrigation area, Bengkulu, Indonesia. IOP Conference Series: Earth and Environmental Science, 1200(1), 012057. https://doi.org/10.1088/1755-1315/1200/1/012057
Belgiu, M., & Drăguţ, L. (2016). Random forest in remote sensing: A review of applications and future directions. ISPRS Journal of Photogrammetry and Remote Sensing, 114, 24–31. https://doi.org/10.1016/j.isprsjprs.2016.01.011
Blaschke, T. (2010). Object based image analysis for remote sensing. ISPRS Journal of Photogrammetry and Remote Sensing, 65(1), 2–16. https://doi.org/10.1016/j.isprsjprs.2009.06.004
Bondansari, N., Widiatmaka, Machfud, Munibah, K., & Ambarwulan, W. (2025). Preserving rice fields and domestic rice adequacy: A case study in Banyumas Regency, Central Java, Indonesia. Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management), 15(1), 154–165. https://doi.org/10.29244/jpsl.15.1.154
Cassman, K. G., & Grassini, P. (2020). A global perspective on sustainable intensification research. Nature Sustainability, 3, 262–268. https://doi.org/10.1038/s41893-020-0507-6
Choir, M., Prayitno, G., Hasyim, A. W., Dzvimbo, M. A., Mawonde, A., & Ken, S. (2024). Changes in land use of protected rice land to support food independence using remote sensing technology. Civil and Environmental Science, 7(1), 32–42. https://doi.org/10.21776/ub.civense.2024.007.01.5
de Lima, I. P., Jorge, R. G., & de Lima, J. L. M. P. (2021). Remote sensing monitoring of rice fields: Towards assessing water saving irrigation management practices. Frontiers in Remote Sensing, 2, Article 762093. https://doi.org/10.3389/frsen.2021.762093
Dewi, C. K., & Wulansari, H. (2024). Agricultural land protection for food security: Policy integration of protected rice field map in spatial planning in Demak Regency. Marcapada: Jurnal Kebijakan Pertanahan, 3(2), 81–94. https://doi.org/10.31292/mj.v3i2.52
Ekarini, F., & Mardiana, R. (2022). Collaborative management of rice field for household food security: The case of Santri Tani Sukabumi Regency. Sodality: Jurnal Sosiologi Pedesaan, 10(2), 106–119. https://doi.org/10.22500/10202239160
Faoziyah, U., Rosyaridho, M. F., & Panggabean, R. (2024). Unearthing agricultural land use dynamics in Indonesia: Between food security and policy interventions. Land, 13, Article 2030. https://doi.org/10.3390/land13122030
Fei, L., Bin, M., & Yibin, W. (2025). Agricultural land system transition based on resilience and vitality: A case study on the Loess Plateau (Yulin, China). Journal of Rural Studies, 117, Article 103643. https://doi.org/10.1016/j.jrurstud.2025.103643
Firmansyah, F., Susetyo, C., Pratomoatmojo, N. A., Kurniawati, U. F., & Yusuf, M. (2021). Land use change trend of paddy field and its influence on food security in Gerbangkertosusila Region. IOP Conference Series: Earth and Environmental Science, 778(1), Article 012023. https://doi.org/10.1088/1755-1315/778/1/012023
Fitriani, A., Dimyati, M., & Zulkarnain, F. (2024). Supply and demand of ecosystem service provision in relation to dynamics land-cover changes: A remote sensing and geospatial analysis in Sukabumi Regency. International Journal of Electrical and Computer Engineering, 14(5), 5728–5737. https://doi.org/10.11591/ijece.v14i5.pp5728-5737
Foley, J. A., Ramankutty, N., Brauman, K. A., Cassidy, E. S., Gerber, J. S., Johnston, M., Mueller, N. D., O’Connell, C., Ray, D. K., West, P. C., Balzer, C., Bennett, E. M., Carpenter, S. R., Hill, J., Monfreda, C., Polasky, S., Rockström, J., Sheehan, J., Siebert, S., … Zaks, D. P. M. (2011). Solutions for a cultivated planet. Nature, 478(7369), 337–342. https://doi.org/10.1038/nature10452
Food and Agriculture Organization of the United Nations. (2022). The state of food and agriculture 2022: Leveraging automation in agriculture for transforming agrifood systems.
Food and Agriculture Organization of the United Nations. (2023). The state of food security and nutrition in the world 2023: Urbanization, agrifood systems transformation and healthy diets across the rural–urban continuum.
Gandharum, L., Hartono, D. M., Sadmono, H., Sanjaya, H., Sumargana, L., Kusumawardhani, A. D., Alhasanah, F., Sencaki, D. B., & Setyaningrum, N. (2025). Advancing land use modeling with rice cropping intensity: A geospatial study on the shrinking paddy fields in Indonesia. Geographies, 5(3), Article 31. https://doi.org/10.3390/geographies5030031
Gaur, S., Mittal, A., Bandyopadhyay, A., Holman, I., & Singh, R. (2020). Spatio-temporal analysis of land use and land cover change: A systematic model inter-comparison driven by integrated modelling techniques. International Journal of Remote Sensing, 41(23), 9229–9245. https://doi.org/10.1080/01431161.2020.1815890
Hatta, M., Sulakhudin, Burhansyah, R., Kifli, G. C., Dewi, D. O., Kilmanun, J., Permana, D., Supriadi, K., Warman, R., Azis, H., Santari, P. T., & Widiastuti, D. (2023). Food self-sufficiency: Managing the newly-opened tidal paddy fields for rice farming in Indonesia (A case study in West Kalimantan, Indonesia). Heliyon, 9(2), Article e13206. https://doi.org/10.1016/j.heliyon.2023.e13206
Hisyam, A. K., Supriatna, S., & Shidiq, I. P. A. (2022). Remote sensing-based vegetation indices for monitoring rice crop phenology and productivity in Cikakak Sub-district, Sukabumi Regency. IOP Conference Series: Earth and Environmental Science, 1089(1), Article 012025. https://doi.org/10.1088/1755-1315/1089/1/012025
Ingram, J., & Thornton, P. (2023). Further concepts and approaches for enhancing food system resilience. Nature Food, 4, 404–406. https://doi.org/10.1038/s43016-023-00762-5
Intergovernmental Panel on Climate Change. (2022). Climate change 2022: Impacts, adaptation and vulnerability. Cambridge University Press.
Ivanka, R., Atalla, F., Limbong, A. D., & Simarmata, T. (2024). Assessing the current state and future trends of land use conversion: Implications for food security in Indonesia. International Journal of Life Science and Agriculture Research, 3(4), 284–290. https://doi.org/10.55677/ijlsar/V03I4Y2024-10
Jamal, M. R., Kristiansen, P., Kabir, M. J., & Lobry de Bruyn, L. A. (2023). Challenges and adaptations for resilient rice production under changing environments in Bangladesh. Land, 12(6), Article 1215. https://doi.org/10.3390/land12061215
Kementerian Pertanian Republik Indonesia. (2022). Statistik lahan pertanian tahun 2022. Pusat Data dan Sistem Informasi Pertanian, Kementerian Pertanian Republik Indonesia.
Khoirurrizqi, Y., Sasongko, R., Utami, N. L. E., Irbah, A., & Arjasakusuma, S. (2023). Machine learning-based rice field mapping in Kulon Progo using a fusion of multispectral and SAR imageries. Forum Geografi, 37(2), 134–148. https://doi.org/10.23917/forgeo.v37i2.20304
Kholik, S., Nurlinda, I., Muttaqin, Z., & Priyanta, M. (2024). Reformulation of policies to prevent land conversion of rice fields in achieving Indonesia's national food security. F1000Research, 13, Article 945. https://doi.org/10.12688/f1000research.151364.1
Kwak, Y., Park, S., Jung, H., & Lee, S. (2021). Large-scale rice mapping under different years based on time-series Sentinel-1 images using deep semantic segmentation model. ISPRS Journal of Photogrammetry and Remote Sensing, 174, 198–214. https://doi.org/10.1016/j.isprsjprs.2021.02.011
Lambin, E. F., & Meyfroidt, P. (2010). Land use transitions: Socio-ecological feedback versus socio-economic change. Land Use Policy, 27(2), 108–118. https://doi.org/10.1016/j.landusepol.2009.09.003
Latifah, Maryani, A., Syarifuddin, H., & Pratomo, S. (2021). Analysis of land use changes and land suitability for rice fields in Tanjung Jabung Barat District. Jurnal Daur Lingkungan, 4(2), 54–58. https://doi.org/10.33087/daurling.v4i2.88
Meyfroidt, P., de Bremond, A., Ryan, C. M., Archer, E., Aspinall, R., Chhabra, A., Erb, K.-H., Fernandez-Llamazares, Á., Giger, M., Lambin, E. F., Lannerstad, M., Liu, J., Messerli, P., Obersteiner, M., Quétier, F., Robinson, L. W., Rounsevell, M. D. A., Schmitz, M. C., Seppelt, R., … zu Ermgassen, E. K. H. J. (2022). Ten facts about land systems for sustainability. Proceedings of the National Academy of Sciences of the United States of America, 119(7), e2109217118. https://doi.org/10.1073/pnas.2109217118
Mostofialmamaleki, M., Zulhaidi, H., Shafri, B. M., Mansor, S., & Azarkerdar, A. (2019). A review: Monitoring of rice production by using applications of remote sensing. IOP Conference Series: Earth and Environmental Science, 357, Article 012037. https://doi.org/10.1088/1755-1315/357/1/012037
Mubarokah, S. L., & Miftah, H. (2023). Prospects of Indonesian rice self-sufficiency as a food security effort using a dynamic system model. Jurnal Pertanian, 14(2), 65–79.
Pham, T. D., Yoshino, K., Bui, D. T., & Le, N. N. (2020). Mapping and monitoring rice cultivation using remote sensing data: A review. Remote Sensing, 12(18), Article 3039. https://doi.org/10.3390/rs12183039
Pramudia, A., Fensionita, A., Mahmud, M., Muzirwan, M., Muhani, N., Pujihastuti, R., Ulfa, M., & Arfiah, A. (2024). Improving the climate variability adaptive capacity of rain-fed farmers in Pabuaran Subdistrict, Sukabumi Regency using environmentally friendly innovation. In Proceedings of the 2nd International Conference on Nature-Based Solution in Climate Change (RESILIENCE 2023). European Alliance for Innovation (EAI). https://doi.org/10.4108/eai.24-11-2023.2349113
Pretty, J., Benton, T. G., Bharucha, Z. P., Dicks, L. V., Flora, C. B., Godfray, H. C. J., Goulson, D., Hartley, S., Lampkin, N., Morris, C., Pierzynski, G., Prasad, P. V. V., Reganold, J., Rockström, J., Smith, P., Thorne, P., & Wratten, S. (2018). Global assessment of agricultural system redesign for sustainable intensification. Nature Sustainability, 1, 441–446. https://doi.org/10.1038/s41893-018-0114-0
Putra, I. G., Iqbal, M., Bafih, A. R., & Wati, D. R. (2024). Impact of rice field conversion effectiveness on the availability of rice in Jakarta Province from 1981 to 2023. Agricultural Science, 8(1), 54–69. https://doi.org/10.55173/agriscience.v8i1.149
Restuvica, F. V., & Sari, D. N. (2026). Rice field conversion modeling using land change modeler and CA-Markov in Sleman Regency. IOP Conference Series: Earth and Environmental Science, 1586, Article 012045. https://doi.org/10.1088/1755-1315/1586/1/012045
Ritung, S., Suryani, E., Subardja, D., Sukarman, Nugroho, K., Suparto, Hikmatullah, Mulyani, A., Tafakresnanto, C., Sulaeman, Y., & Subandiono, R. E. (2015). Sumber daya lahan pertanian Indonesia: Luas, penyebaran dan potensinya. Balai Besar Penelitian dan Pengembangan Sumberdaya Lahan Pertanian.
Saputro, B., Priatna, D., Rosadi, R., & Miyazawa, N. (2023). Spatial analysis of paddy field change in Purwakarta Regency, West Java, Indonesia. Indonesian Journal of Applied Environmental Studies, 4(1), 1–8. https://doi.org/10.33751/injast.v4i1.6644
Setiawan, Y., & Yoshino, K. (2020). Spatial modeling on land use change in regional scale of Java Island based on biophysical characteristics. Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan, 10(3), 511–523. https://doi.org/10.29244/jpsl.10.3.511-523
Siagian, D. R., Shrestha, R., Shrestha, S., & Kuwornu, J. K. M. (2019). Factors driving rice land change 1989–2018 in the Deli Serdang Regency, Indonesia. Agriculture, 9(9), Article 186. https://doi.org/10.3390/agriculture9090186
Siska, W., Widiatmaka, Setiawan, Y., & Adi, S. (2022). Climate suitability for paddy in Sukabumi Regency by 2032 using RCP 4.5 scenario. IOP Conference Series: Earth and Environmental Science, 950(1), Article 012103. https://doi.org/10.1088/1755-1315/950/1/012103
Sujarwo, Putra, A. N., Setyawan, R. A., Teixeira, H. M., & Khumairoh, U. (2022). Forecasting rice status for a food crisis early warning system based on satellite imagery and cellular automata in Malang, Indonesia. Sustainability, 14(15), Article 8972. https://doi.org/10.3390/su14158972
Sukmawani, R., & Astutiningsih, E. (2024). Dampak bencana terhadap ketahanan pangan di Kabupaten Sukabumi. Mimbar Agribisnis: Jurnal Pemikiran Masyarakat Ilmiah Berwawasan Agribisnis, 10(1), 354–368.
Sundstrom, S. M., Awada, T., Bennett, E. M., Bestelmeyer, B., Hodbod, J., Pacheco, A., Spiegal, S. A., & Allen, C. R. (2025). Addressing key issues and knowledge gaps in resilience science for agriculture. Agricultural Systems, 227, 104335. https://doi.org/10.1016/j.agsy.2025.104335
Umar, I., & Arif, D. A. (2023). Spatial models of rice fields change and sustainable agriculture in Solok District, West Sumatra Province. Journal of Degraded and Mining Lands Management, 11(1), 4875–4885. https://doi.org/10.15243/jdmlm.2023.111.4875
United Nations Environment Programme. (2021). Becoming #GenerationRestoration: Ecosystem restoration for people, nature and climate.
Usman, M., Widiatmaka, & Firmansyah, I. (2019). The land-based paddy food sufficiency model in Cirebon Regency, West Java Province, Indonesia. IOP Conference Series: Earth and Environmental Science, 399, Article 012070. https://doi.org/10.1088/1755-1315/399/1/012070
van der Lee, J., Kangogo, D., Gülzari, Ş. Ö., Dentoni, D., Oosting, S., Bijman, J., & Klerkx, L. (2022). Theoretical positions and approaches to resilience assessment in farming systems: A review. Agronomy for Sustainable Development, 42, Article 27. https://doi.org/10.1007/s13593-022-00755-x
Wajdah, R. R., Nurmalina, R., & Yusalina. (2024). Ketersediaan beras menuju kemandirian pangan: Pendekatan sistem dinamik. Analisis Kebijakan Pertanian, 22(1), 63–80. https://doi.org/10.21082/akp.v22n1.2024.63-80
Widhiyastuti, A. N., Adjie, E. M. A., Fauzan, A. A., & Supriyadi. (2023). Sustainable food agricultural land preservation at Sleman Regency, Indonesia: An attempt to preserve food security. AgriHealth: Journal of Agri-food, Nutrition and Public Health, 4(1), 1–9. https://doi.org/10.20961/agrihealth.v4i1.67471
Yasar, M. S., Kamarudin, M. K., Mohd Idris, N. D., Kiswayadi, T. D., Salima, R., & Foo, J. (2022). Identification of paddy field conversion rate in relation to food security in Aceh Besar District, Aceh Province, Indonesia. IOP Conference Series: Earth and Environmental Science, 1116, Article 012045. https://doi.org/10.1088/1755-1315/1116/1/012045
Zhang, X., Davidson, E. A., Mauzerall, D. L., Searchinger, T. D., Dumas, P., & Shen, Y. (2021). Managing nitrogen for sustainable development. Nature, 597(7875), 231–236. https://doi.org/10.1038/s41586-021-03827-8
Zhao, R., Li, Y., & Ma, M. (2021). Mapping paddy rice with satellite remote sensing: A review. Sustainability, 13(2), Article 503. https://doi.org/10.3390/su13020503
Copyright (c) 2026 Tatang Kurniawan, Widiatmaka Widiatmaka, Moh. Yanuar Jarwadi Purwanto, Yudi Setiawan, Irman Firmansyah

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.



