Climate Suitability Analysis of Robusta Coffee and Its Projections in South Sumatera Province

Authors

  • Gani Hesri Whibowo State College of Meteorology Climatology and Geophysics (STMKG)
  • Fendy Arifianto State College of Meteorology Climatology and Geophysics (STMKG)
  • Ervan Ferdiansyah State College of Meteorology Climatology and Geophysics (STMKG)

DOI:

https://doi.org/10.23960/jtep-l.v13i2.512-524

Abstract

Climate suitability will support the growth of a plant such as Robusta coffee. This study aims to analyze the suitability of the Robusta coffee plant climate and its projection in South Sumatra. Climate suitability is assessed based on the weighting of air temperature, rainfall, number of dry months, altitude, soil texture, and slopes. This study used observation data on rainfall and air temperature at 48 rain post points in the Robusta coffee farming area. The projection uses scenarios shared socioeconomic pathways (SSP) 2-4.5 and 5-8.5 of the MIROC6 model with three projection periods of 2021-2030, 2031-2040, and 2041-2050. The results showed that baseline period 35% of the area as a very suitable class and 65% in fairly suitable class. Based on the projected results of scenario SSP2-4.5 period 1 to 3 have the same percentage of area, that is 91% in very suitable class and 9% in fairly suitable class. The projected results of the scenario SSP5-8.5 show an improvement but not better than scenario SSP2-4.5. The percentage of area very suitable class for periods 1 to 3 of 89%, 50%, and 85% respectively.

 

Keywords: Climate suitability, Projection, Robusta coffee, SSP2-4.5, SSP5-8.5.

Author Biographies

  • Gani Hesri Whibowo, State College of Meteorology Climatology and Geophysics (STMKG)
    Study Program of Climatology
  • Fendy Arifianto, State College of Meteorology Climatology and Geophysics (STMKG)
    Study Program of Climatology
  • Ervan Ferdiansyah, State College of Meteorology Climatology and Geophysics (STMKG)
    Study Program of Climatology

References

Angka, A.W.A. (2021). Dampak perubahan iklim terhadap produktivitas kopi Robusta di Desa Kurrak Kecamatan Tapango Kabupaten Polewali Mandar. Media Agribisnis, 5(2), 133–139. http://dx.doi.org/10.35326/agribisnis.v5i2.1594

Arifianto, F., & Ismail, H. (2023). Proyeksi kesesuaian agroklimat tanaman kopi arabika berdasarkan skenario iklim di Sulawesi Selatan, Indonesia. Agro Bali: Agricultural Journal, 6(1), 65–73. http://dx.doi.org/10.37637/ab.v6i1.1108

Arifianto, F., & Koesmaryono, Y. (2016). Karakterisasi tingkat produksi duku berbasis pewilayahan hujan di Provinsi Jambi. Jurnal Hortikultura Indonesia, 7(2), 121–128. https://doi.org/10.29244/jhi.7.2.121-128

Avelino, J., Cristancho, M., Georgiou, S., Imbach, P., Aguilar, L., Bornemann, G., Läderach, P., Anzueto, F., Hruska, A.J., & Morales, C. (2015). The coffee rust crises in Colombia and Central America (2008–2013): impacts, plausible causes and proposed solutions. Food Security, 7, 303–321. http://dx.doi.org/10.1007/s12571-015-0446-9

BPS (Badan Pusat Statistik). (2022). Statistik Kopi Indonesia 2021. Badan Pusat Statistik, Jakarta.

Chengappa, P.G., & Devika, C.M. (2016). Climate variability concerns for the future of coffee in India: an exploratory study. International Journal of Environment, Agriculture and Biotechnology, 1(4), 238602. http://dx.doi.org/10.22161/ijeab/1.4.27

Dippe, T., Greatbatch, R.J., & Ding, H. (2019). Seasonal prediction of equatorial Atlantic sea surface temperature using simple initialization and bias correction techniques. Atmospheric Science Letters, 20(5), e898. http://dx.doi.org/10.1002/asl.898

Ditjenbun. (2018). Statistik Perkebunan Indonesia 2015-2017. Sekretariat Direktorat Jenderal Perkebunan, Direktorat Jenderal Perkebunan, Kementerian Pertanian.

Djaenudin, D., Marwan, H., Subagjo, H., & Hidayat, A. (2011). Petunjuk Teknis Evaluasi Lahan untuk Komoditas Pertanian. Balai Besar Penelitian dan Pengembangan Sumberdaya Lahan Pertanian, Badan Litbang Pertanian, Bogor: 36pp.

Fadholi, A. (2013). Persamaan regresi prediksi curah hujan bulanan menggunakan data suhu dan kelembapan udara di Ternate. Statistika, 13(1), 7-16.

Ferdiansyah, E., Handoko, H., & Impron, I. (2020). Model simulasi pertumbuhantanaman jagung manis hibrida pada jarak tanam yang berbeda. Jurnal Ilmu Pertanian Indonesia, 25(3), 396–404. https://doi.org/10.18343/jipi.25.3.396

Gunda, T., Bazuin, J.T., Nay, J., & Yeung, K.L. (2017). Impact of seasonal forecast use on agricultural income in a system with varying crop costs and returns: an empirically-grounded simulation. Environmental Research Letters, 12(3), 034001. http://dx.doi.org/10.1088/1748-9326/aa5ef7

Hausfather, Z. (2018). Explainer: How ‘shared socioeconomic pathways’ explore future climate change. Carbon Brief: Clear on Climate.

Irmeilyana, N., Desiani, A., & Rodiah, D. (2019). Deskripsi hubungan luas areal dan produksi perkebunan kopi di Provinsi Sumatra Selatan. Seminar Nasional Semirata BKS PTN Bidang MIPA Indonesia Barat.

Kusumo, I., & Septiadi, D. (2016). Tipe Iklim Oldeman 2011-2100 berdasarkan skenario RCP 4.5 dan RCP 8.5 di Wilayah Sumatera Selatan. Jurnal Meteorologi Klimatologi dan Geofisika, 3(3), 26–36.

Lenderink, G., Buishand, A., & Van Deursen, W. (2007). Estimates of future discharges of the river Rhine using two scenario methodologies: direct versus delta approach. Hydrology and Earth System Sciences, 11(3), 1145–1159. http://dx.doi.org/10.5194/hess-11-1145-2007

Leo, G.A.P., Wirianata, H., & Santosa, T.N.B. (2023). Analisis pengaruh curah hujan terhadap produktivitas kopi (Coffea Sp.) Kec. Gemawang, Kab. Temanggung, Jawa Tengah. Agrotechnology, Agribusiness, Forestry, and Technology: Jurnal Mahasiswa Instiper (Agroforetech), 1(1), 95–102.

Menteri Pertanian RI. (2014). Peraturan Menteri Pertanian No. 49/Permentan/OT.140/4/2014 Tentang Pedoman Teknis Budidaya Kopi yang Baik (Good Agriculture Practices / GAP on Coffee). Kementerian Pertanian RI, Jakarta.

Ramamurthy, V., Mamatha, D., Niranjan, K.V, Vasundhara, R., Ranjitha, K., Chandrakala, M., & Singh, S.K. (2020). Suitability evaluation for pigeon pea in southern transition zone of Karnataka Plateau, India. Legume Research-An International Journal, 43(6), 812–818. http://dx.doi.org/10.18805/LR-4047

Riahi, K., Van Vuuren, D.P., Kriegler, E., Edmonds, J., O’neill, B.C., Fujimori, S., Bauer, N., Calvin, K., Dellink, R., & Fricko, O. (2017). The shared socioeconomic pathways and their energy, land use, and greenhouse gas emissions implications: An overview. Global Environmental Change, 42, 153–168. http://dx.doi.org/10.1016/j.gloenvcha.2016.05.009

Sarvina, Y. (2019). Dampak perubahan iklim dan strategi adaptasi tanaman buah dan sayuran di daerah tropis. Jurnal Penelitian dan Pengembangan Pertanian, 38(2), 65-76.

Supriadi, H. (2014). Budidaya Tanaman Kopi untuk Adaptasi dan Mitigasi Perubahan Iklim. Balai Penelitian Tanaman Industri dan Penyegar, Sukabumi.

Syakir, M., & Surmaini, E. (2017). Perubahan iklim dalam konteks sistem produksi dan pengembangan kopi di Indonesia. Jurnal Penelitian dan Pengembangan Pertanian, 36(2), 77. https://doi.org/10.21082/jp3.v36n2.2017.p77-90

Weiland, F.C.S., van Beek, L.P.H., Kwadijk, J.C.J., & Bierkens, M.F.P. (2010). The ability of a GCM-forced hydrological model to reproduce global discharge variability. Hydrology and Earth System Sciences, 14(8), 1595–1621. https://doi.org/10.5194/hess-14-1595-2010

Widayat, H.P., Anhar, A., & Baihaqi, A. (2015). Dampak perubahan iklim terhadap produksi, kualitas hasil dan pendapatan petani kopi arabika di Aceh Tengah. Jurnal Agrisep, 16(2), 8–16.

Downloads

Published

2024-05-27

Issue

Section

Articles