Dynamic of the Land Use and Land Cover Change in Banyuwangi Regency From 1995-2019
Isi Artikel Utama
Abstrak
The land use and land cover change phenomenon has become one concern over many regions worldwide, including Indonesia. Land use and land cover change due to human activities triggered alteration terrestrial ecosystems and its services including climate control functions. The study aimed to analyze land use and land cover change in Banyuwangi regency during 1995 – 2019. Four satellite images from acquisition year 1995, 2000, 2014 and 2019 were used to analyze the spatial and temporal changes along with field observations. The classification processes of land use and land cover included determination of training areas, supervised classification, and accuracy assessment. There are 12 land use and land cover based on supervised classification as follow primary forest, secondary forest, plantation forest, mangrove forest, plantation, settlement, cropland, paddy field, shrubs, water, fishpond and barren land. The result showed during observation period of 1995 until 2019 land use and land cover which tends to decrease are secondary forest, mangrove forest, and rice fields. On the other hand, the area of settlements, shrubs and fishponds were increased significantly.
Rincian Artikel
Hak Cipta (c) 2021 Jurnal Wasian
Artikel ini berlisensi Creative Commons Attribution-NonCommercial 4.0 International License.
Copyright and License
All articles published in Wasian Journal are the property of the authors. By submitting an article to Wasian Journal, authors agree to the following terms:
-
Copyright Ownership: The author(s) retain copyright and full publishing rights without restrictions. Authors grant the journal the right to publish the work first and to distribute it as open access under a Creative Commons Attribution 4.0 International License (CC BY 4.0).
-
Licensing: Articles published in Wasian Journal are licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0). This license allows others to share, copy, and redistribute the material in any medium or format, and adapt, remix, transform, and build upon the material for any purpose, even commercially, provided that proper credit is given to the original author(s) and the source of the material
This work is licensed under a Creative Commons Attribution 4.0 International License. -
Author's Rights: Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges and greater citation of published work.
-
Third-Party Content: If your article contains material (e.g., images, tables, or figures) for which you do not hold copyright, you must obtain permission from the copyright holder to use the material in your article. This permission must include the right for you to grant the journal the rights described above.
-
Reprints and Distribution: Authors have the right to distribute the final published version of their work (e.g., post it to an institutional repository or publish it in a book), provided that the original publication in Wasian Journal is acknowledged.
For the reader you are free to:
- Share — copy and redistribute the material in any medium or format for any purpose, even commercially.
- Adapt — remix, transform, and build upon the material for any purpose, even commercially.
- The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
- Attribution — You must give appropriate credit , provide a link to the license, and indicate if changes were made . You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Notices:
You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation .
No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rightsmay limit how you use the material.
Arifin, S., Annas, A., Sari, N. M., & Kushardono, D. (2015). Identifikasi dan interpretasi visual citra kamera digital multispektral untuk objek wilayah pesisir. dalam Sambodo, K. A. Kartasasmita, M. Hasyim, B. Kushardono, D. Adiningsih, E. S. Asriningrum, W. Dewanti, R. & Harsanugraha W. K. (Eds.), Seminar Nasional Penginderaan Jauh, (p.560–566). Bogor: Lembaga Penerbangan dan Antariksa Nasional.
Aslan, A., Rahman, A. F., Robeson, S. M., & Ilman, M. (2021). Land-use dynamics associated with mangrove deforestation for aquaculture and the subsequent abandonment of ponds. Science of The Total Environment, 791: 1-12, 2021148320. Available from: https://doi.org/10.1016/j.scitotenv.2021.148320
Azadi, H., Keramati, P., Taheri, F., Rafiaani, P., Teklemariam, D., Gebrehiwot, K., Hosseininia, G., Van Passel, S., Lebailly, P., & Witlox, F. (2018). Agricultural land conversion: Reviewing drought impacts and coping strategies. International Journal of Disaster Risk Reduction, 31, 184–195.
Badan Pusat Statistik Kabupaten Banyuwangi. (2020). Kabupaten Banyuwangi Dalam Angka 2020. Banyuwangi: BPS Kabupaten Banyuwangi.
Badan Standardisasi Nasional Indonesia. (2014). Klasifikasi penutup lahan - Bagian 1 : Skala kecil dan menengah (SNI 7645-1:2014). pp. i–51.
Boori, M. S., Vozˇenı´lek, V., & Choudhary, K. (2015). Land use/cover disturbance due to tourism in Jesenı ´ ky Mountain, Czech Republic : A remote sensing and GIS based approach. The Egyptian Journal of Remote Sensing and Space Sciences, 18, 17–26.
Buwono, Y. R., Ardhana, I. P. ., & Sudarma, M. (2015). Potensi fauna akuatik ekosistem hutan mangrove di kawasan Teluk Pangpang Kabupaten Banyuwangi. ECOTROPHIC : Jurnal Ilmu Lingkungan (Journal of Environmental Science), 9(2), 28-33.
Cheolmin, Kim. (2016). Land use classification and land use change analysis using satellite images in Lombok Island , Indonesia. Forest Science and Technology ISSN:, 12(4), 183–191. https://doi.org/10.1080/21580103.2016.1147498
Dewa, D. D., & Sejati, A. W. (2019). Pengaruh perubahan tutupan lahan terhadap emisi GRK pada wilayah cepat tumbuh di Kota Semarang. Jurnal Penginderaan Jauh Indonesia, 01(01), 24–31.
Dwiprabowo, H., Djaenuddin, D., Alviya, I., & Wicaksono, D. (2014). Dinamika Tutupan Lahan: Pengaruh Faktor Sosial Ekonomi. Yogyakarta: Penerbit PT Kanisius.
Hakim, L., Pamungkas, N. R., Wicaksono, K. P., & Soemarno. (2018). The conservation of osingnese traditional home garden agroforestry in Banyuwangi, East Java, Indonesia. Journal of Agricultural Science, 40(3), 506–514.
http://doi.org/10.17503/agrivita.v40i3.1605
Hamilton, S. (2013). Assessing the role of commercial aquaculture in displacing mangrove forest. Bulletin of Marine Science, 89(2), 585-601. http://dx.doi.org/10.5343/bms.2012.1069.
Hapsari, K. C. P., & Dinda Ayu Permatasari. (2020). Changes of mangrove area in Pangpang Bay, Banyuwangi 2014-2018 using Landsat-8 imagery. Journal of Physics: Conference Series 4th International Seminar on Sensors, Instrumentation, Measurement and Metrology, 1-6
Hapsari, L., Basith, A., & Novitasiah, H. R. (2014). Inventory of invasive plant species along the corridor of Kawah Ijen Nature Tourism Park, Banyuwangi, East Java. Journal of Indonesian Tourism and Development Studies, 2(1), 1–9.
Harini, R., Yunus, H. S., & Hartono, S. (2012). Agricultural land conversion: determinants and impact for food sufficiency in Sleman Regency. Indonesian Journal of Geography, 44(2), 120-133.
Herbeck, L. S., Krumme, U., Andersen, T. J., & Jennerjahn, T. C. (2020). Decadal trends in mangrove and pond aquaculture cover on Hainan (China) since 1966: mangrove loss, fragmentation and associated biogeochemical changes. Estuarine, Coastal and Shelf Science, 233, 1–13. https://doi.org/10.1016/j.ecss.2019.106531
Jamilah, J., Ismail, M., & Syarif, E. (2020). Gold mining related conflict in Tumpang Pitu Banyuwangi East Java. dalam Hariguna, T. & Shih Chih Chen (Eds.), The 1st International Conference on Recent Innovations (pp. 1643–1650). Jakarta: SCITEPRESS-Science and Technology Publications, Lda.
Jumaedi, S. (2016). Nilai manfaat hutan mangrove dan faktor-faktor penyebab konversi zona sabuk hijau (Greenbelt) menjadi tambak di wilayah pesisir Kota Singkawang Kalimantan Barat. Jurnal Sosiohumaniora, 18(3), 227-234 https://doi.org/10.24198/sosiohumaniora.v18i3.10104
Junaidi, M. (2016). Faktor-faktor yang menyebabkan alih fungsi lahan dari tambak menjadi perumahan di Kelurahan Wonorejo Kecamatan Rungkut Kota Surabaya Abstrak. Jurnal Pendidikan Geografi, 3(3), 378–383.
Kementerian Lingkungan Hidup dan Kehutanan. (2020). Rekalkulasi Penutupan Lahan Indonesia Tahun 2019. Direkorat Inventarisasi dan Pemantauan Sumber Daya Hutan. Direktorat Jenderal Planologi Kehutanan dan Tata Lingkungan. Jakarta: Kementerian Lingkungan Hidup dan Kehutanan.
Khatami, R., Mountrakis, G., & Stehman, S. V. (2016). A meta-analysis of remote sensing research on supervised pixel-based land-cover image classification processes: General guidelines for practitioners and future research. Remote Sensing of Environment, 177, 89–100.
Kosasih, D., Saleh, M. B., & Prasetyo, L. B. (2019). Interpretasi visual dan digital untuk klasifikasi tutupan lahan di Kabupaten Kuningan, Jawa Barat. Jurnal Ilmu Pertanian Indonesia (JIPI), 24(2), 101–108. http://journal.ipb.ac.id/index.php/JIPI DOI: 10.18343/jipi.24.2.101
Lu, D., & Weng, Q. (2007). A survey of image classification methods and techniques for improving classification performance. International Journal of Remote Sensing, 28(5), 823–870.
Madasa, A., Orimoloye, I.R., Ololade, O.O. (2021). Application of geospatial indices for mapping land cover/use change detection in amining area. J. Afr. Earth Sci. 175, 104-108.
Madasa, A., Orimoloye, I. R., & Ololade, O. O. (2021). Application of geospatial indices for mapping land cover/use change detection in a mining area. Journal of African Earth Sciences, 175, 1-12. https://doi.org/10.1016/j.jafrearsci.2021.104108
Masbakha, N. (2016). Kajian alih fungsi lahan tambak di kecamatan Manyar kabupaten Gresik. Swara Bhumi, 04(01), 87–92.
Meshesha, T. W., Tripathi, S. K., & Khare, D. (2016). Analyses of land use and land cover change dynamics using GIS and remote sensing during 1984 and 2015 in the Beressa Watershed Northern Central Highland of Ethiopia. Modeling Earth Systems and Environment, 2(4), 1–12. DOI 10.1007/s40808-016-0233-4
Nahib, I. (2016). Prediksi spasial dinamika areal terbangun kota semarang dengan menggunakan model regresi logistik. Majalah Ilmiah Globë, 18(2), 95–104. DOI: 10.24895/MIG.2016.18-2.421
Nguyen, T. H. T., Tran, V. T., Bui, Q. T., Man, Q. H., & Walter, T. de V.
(2016). Socio-economic effects of agricultural land conversion for urban development: Case study of Hanoi, Vietnam. Land Use Policy, 54, 583–592. http://dx.doi.org/10.1016/j.landusepol.2016.02.032
Nguyet, A., & Kawasaki, A. (2017). Integrating biophysical and socio-economic factors for land-use and land-cover change projection in agricultural economic regions. Ecological Modelling, 344, 29–37. http://dx.doi.org/10.1016/j.ecolmodel.2016.11.004 0304-3800/
Nugroho, U. C., Yudhatama, D., & Mukhoriyah. (2015). Identifikasi lahan tambang timah menggunakan metode klasifikasi terbimbing maximum likelihood pada citra Landsat 8. Majalah Globe, 17(1), 9–15.
Permatasari, R., Arwin, & Natakusumah, D. K. (2017). Pengaruh perubahan penggunaan lahan terhadap rezim hidrologi DAS (Studi Kasus : DAS Komering). Jurnal Teknik Sipil, 24(1), 91–98.DOI: 10.5614/jts.2017.24.1.11
Phiri, D., & Morgenroth, J. (2017). Developments in landsat land cover classification methods: A review. Remote Sensing, 9(9), 1–25. https://doi.org/10.3390/rs9090967
Prasetyo, L. B., Kartodihardjo, H., Adiwibowo, S., Okarda, B., & Setiawan, Y. (2009). Spatial model approach for deforestation: Case Study in Java Island, Indonesia. Journal of Integrated Field Science, 6, 37-44.
Raharjo, P., Setiady, D., Zallesa, S., & Putri, E. (2016). Identifikasi kerusakan pesisir akibat konversi hutan bakau (Mangrove) menjadi lahan tambak di kawasan pesisir Kabupaten Cirebon. Jurnal Geologi Kelautan, 13(1), 9–24.
DOI: http://dx.doi.org/10.32693/jgk.13.1.2015.258
Rosari, R., Bakri, S., Santoso, T., & Wardani, D. (2017). Pengaruh perubahan penggunaan lahan terhadap insiden penyakit tuberkulosis paru: Studi di Provinsi Lampung. Jurnal Sylva Lestari, 5(1), 71–80. http://jurnal.fp.unila.ac.id/index.php/JHT/article/view/1302.
Rosdiana, A. C., Elmira, G., & MP, R. A. (2018). The Agricultural land conversion: Finding the Legal, Social and Economic Impacts. Advances in Social Science, Education and Humanities Research, 192, 108-112.
Rotinsulu, W., Walangitan, H., & Ahmad, A. (2018). Analisis perubahan tutupan lahan DAS Tondano, Sulawesi Utara selama periode tahun 2002 dan 2015. Jurnal Pengelolaan Sumberdaya Alam Dan Lingkungan, 8(2), 161–169. doi: 10.29244/jpsl.8.2.161-169
Rwanga, S. S., & Ndambuki, J. M. (2017). Accuracy Assessment of Land Use / Land Cover Classification Using Remote Sensing and GIS. International Journal of Geosciences, 8, 611–622. https://doi.org/10.4236/ijg.2017.84033.
Sandilyan, S., & Kathiresan, K. (2012). Mangrove conservation: A global perspective. Biodiversity and Conservation, 21(14), 3523–3542. DOI 10.1007/s10531-012-0388-x.
Setiawan, G., Syaufina, L., & Puspaningsih, N. (2015). Estimasi hilangnya cadangan karbon dari perubahan penggunaan lahan di Kabupaten Bogor. Jurnal Pengelolaan Sumberdaya Alam Dan Lingkungan, 5(2), 141–147.
Setiawan, Y., Yoshino, K., & Philpot, W. D. (2013). Characterizing temporal vegetation dynamics of land use in regional scale of Java Island, Indonesia. Journal of Land Use Science, 8(1), 1–30. doi: 10.19081/jpsl.5.2.141 https://doi.org/10.1080/1747423X.2011.605178
Setyaningrum, E. W., Maghdalena, Dewi, A. T. K., Yuniartik, M., & Masithah, E. D. (2019). Coastal ecosystem model based on environmental suitability and carrying capacity of the fishpond in Banyuwangi Region , East Java , Indonesia. IOP Conf. Series: Earth and Environmental Science, p 236. 1-14.
https://doi.org/10.1088/1755-1315/236/1/012045
Tsujino, R., Yumoto, T., Kitamura, S., Djamaluddin, I., & Darnaedi, D. (2016). History of forest loss and degradation in Indonesia. Land Use Policy, 57,335–347.
http://dx.doi.org/10.1016/j.landusepol.2016.05.034
Vadrevu, K., Heinimann, A., Gutman, G., & Justice, C. (2019). Remote sensing of land use/cover changes in South and Southeast Asian Countries. International Journal of Digital Earth, 8947(12:10), 1099–1102. DOI: 10.1080/17538947.2019.1654274
Verburg, P. H., van de Steeg, J., Veldkamp, A., & Willemen, L. (2009). From land cover change to land function dynamics: A major challenge to improve land characterization. Journal of Environmental Management, 90(3), 1327–1335. https://doi:10.1016/j.jenvman.2008.08.005
Zhao, J., Yang, Y., Zhao, Q., & Zhao, Z. (2017). Effects of ecological restoration projects on changes in land cover: A case study on the Loess Plateau in China. Scientific Reports, 7(March), 1–12. https://doi.org/10.1038/srep44496