Evaluasi Risiko Iklim Wilayah Tembakau di Kabupaten Temanggung
Abstract
Tobacco is one of the important commodities that becomes an income source for farmers as well as Original Local Government Revenue of Temanggung Districts. Unfortunately, in the last few decades the failure of tobacco harvest due to climate variability was often occurred. The decrease in both quality and quantity due to rainfall irregularities has caused tobacco farmers get decrease in income. This study aims to find out the climate profile besides impact and risk analysis of climate on tobacco in Temanggung District. Methods used in this study were Polygon Thiessen to find out the rainfall patterns in Temanggung District, and Probability Density Function to find out the conditions of rainfall change in each sub-district. Furthermore, the relationship between rainfall anomaly and temperature with tobacco productivity was analyzed using linear regression and t-test methods. The rainfall influence showed a negative correlation with tobacco productivity with coeffiicients of correlation and determination of r = -0.38 and R2 = 0.14, respectively, while the average temperature and maximum monthly temperature had a negative and significant effect on tobacco productivity. Rainfall anomaly in all sub-districts of Temanggung District showed a negative correlation with and affected tobacco productivity during June-September that was the phase of tobacco harvest. The effect of rainfall and temperature on tobacco productivity in Temanggung District needs to be a concern for local governments and tobacco farmers in efforts for adaptation and mitigation processes.
Downloads
References
Agustina I, Muta’ali L. 2016. Kajian Tembakau Sebagai Komoditas Unggulan Kabupaten Temanggung. Jurnal Bumi Indonesia. 5(3): 1-9.
Aliyah N, Sobirin, Handayani T. 2013. Dampak Penyimpangan Curah Hujan Terhadap Pendapatan Petani Tembakau di Kabupaten Temanggung. Depok (ID): Universitas Indonesia
Alemayehu A, Bewket W. 2016. Local Climate Variability And Crop Production In The Central Highlands Of Ethiopia. Environmental Development. 19: 36-48. https://doi.org/10.1016/ j.envdev.2016.06.002
Aprianto, Ratna RL, Irsal. 2017. Pengaruh Curah Hujan dan Hari Hujan terhadap Produksi Tanaman Tembakau (Nicotiana tabacum L.) di Kebun Klumpang PT. Perkebunan Nusantara II. Jurnal Agroekoteknologi. 5(2): 415-421.
Faqih A, Boer R. 2013. Fenomen Perubahan Iklim Indonesia. Politik Pembangunan Pertanian Menghadapi Perunbahan Iklim. Bogor (ID): Kementerian Pertanian.
Funk CC, Peterson P, Landsfeld M. 2015. The Climate Hazards Infrared Precipitation with Stations-A New Environmental Record for Monitoring Extremes. Sci Data 2:150066. https://doi.org/10.1038/sdata. 2015.66
Hardanis ANH, Poerwono D. 2013. Analisis Efisiensi Faktor-Faktor Produksi Usaha tani Tembakau Rakyat Kabupaten Temanggung. Diponegoro Journal Of Economics. 3(1): 1-12.
Harris PD, Jones TJ. Osborn, Lister DH. 2014. Updated high-resolution grids of monthly climaticobservations-the CRU TS3.10 Dataset. Int. International Journal of Climatology. 34: 623-642. https://doi.org/10.1002/joc.3711
[IPCC] Climate Change. 2007. The Physical Science Basis. Working Group II: Fourth Assessment Report. Valencia (ES): Intergovernmental Panel on Climate Change.
[IPCC] Climate Change. 2014. Impacts, adaptation, and vulnerability. Part a: Global and sectoral aspects. Contribution of working group II to the Fifth Assessment Report of the intergovernmental Panel on Climate Change. Technical Report. 618-657.
Jahn M. 2015. Economics of Extreme Weather Events: Terminology and regional Impact Models. Weather and Climate Extremes. 10: 29-39. https:// doi.org/10.1016/j.wace.2015.08.005
Jerie S, Ndabaningi T. 2011. The Impact of Rainfall Variability on Rain-Fed Tobacco in Manicaland Province of Zimbabwe. Journal of Sustainable Development in Africa. 13(1): 241-250.
Mamat HS, Sitorus SRP, Hardjomidjojo H, Seta AK. 2006. Analisis Mutu, Produktivitas, Keberlanjutan dan Arahan Pengembangan Usaha tani Tembakau di Kabupaten Temanggung. Jurnal Littri. 12(4): 146-153.
Marpaung S. 2010. Pengaruh Topografi Terhadap Curah Hujan Musiman Dan Tahunan di Provinsi Bali Berdasarkan Data Observasi Resolusi Tinggi. Dalam: Prosiding Seminar Penerbangan dan Antariksa. Serpong (ID): 15 November 2010.
Mathieu JS, Aires F. 2018. Assessment Of The Agro-Climatic Indices To Improve Crop Yield Forecasting. Agricultural And Forest Meteorology. (253-254): 15-30. https://doi.org/10.1016/j.agrformet.2018.01. 031
Naylor RL, Battisti DS, Vimont DJ, Falcon WP, Burke MB. 2007. Assessing Risks of Climate Variability And Climate Change for Indonesian Rice Agriculture. In: Proceeding of the National Academic of Science. 104: 7752-7757. https:// doi.org/10.1073/pnas.0701825104
Nurnasari E, Djumali. 2010. Pengaruh Kondisi Ketinggian Tempat terhadap Produksi dan Mutu Tembakau Temanggung. Malang (ID): Balai Penelitian Tanaman Tembakau dan Serat.
Perdinan, Adi RF, Sugiarto Y, Arifah A, Arini EY, Atmaja T. 2017. Climate regionalization for main production areas of Indonesia: Case study of West Java. IOP Conferences Series: Earth and Environmental Sciences. 54 01203. https://doi.org/ 10.1088/1755-1315/54/1/012031
Perdinan, Adi RF, Arini EY. 2017. Regional Analysis of Prone Drought Areas under Future Climate Change Scenarios: Case Study Agropolitan of Malang District. IOP Conferences Series: Earth and Environmental Sciences. 58 012024. https:// doi.org/10.1088/1755-1315/58/1/012024
Purlani E, Rachman A. 2000. Budi daya Tembakau Temanggung. Malang (ID): Monograf Balai Penelitian Tanaman Tembakau Dan Serat.
Putri FA, Suryanto. 2012. Strategi Adaptasi Dampak Perubahan Iklim Terhadap Sektor Pertanian Tembakau. Jurnal Ekonomi dan Studi Pembangunan. 13(1): 33-42.
Rochman F, Suwarso. 2000. Kultivar Lokal Tembakau Temanggung dan Usaha Perbaikannya. Malang (ID): Balai Penelitian Tanaman Tembakau dan Serat.
Sholeh M. 2000. Curah Hujan dan Waktu Tanam Tembakau Temanggung. Monograf Tembakau Temanggung. Malang (ID): Balai Penelitian Tanaman Tembakau dan Serat.
Tromel S, Schonwiese CD. 2007. Probability Change of Extreme Precipitation Observed from 1901-2000 in Germany. Theoretical and Appled Climatology. 87: 29-39. https://doi.org/10.1007/ s00704-005-0230-4
Wu Wei, Tang Xiao-ping, Yang Chao, Liu Hong-bin, Guo Nai-Jia. 2013. Investigation of ecological factors controlling quality of flue-cured tobacco (Nicotiana tabacum L.) using classification methods. Journal Ecological Informatics. 16: 53-61. https://doi.org/10.1016/j.ecoinf.2013.04.008
Yulianti T. 2009. Pengelolaan Patogen Tular Tanah Untuk Mengembalikan Kejayaan Tembakau Temanggung di Kabupaten Temanggung. Perspektif. 8(1): 1-16.
This journal is published under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License. Authors who publish with this journal agree to the following terms: Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-NonCommercial 4.0 International License. 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. NonCommercial — You may not use the material for commercial purposes.