Estimasi Perubahan Kualitas Udara Berbasis Citra Satelit Penginderaan Jauh Di Sekitar PLTU Cirebon
Abstract
Steam power plant construction and operation is an effort to meet electricity needs. In Indonesia, two steam power plants were built and changed the landscape in Cirebon. The presence of Cirebon steam power plants has disturbed the community and potential to decrease air quality. This study aims to estimate air quality changes around the power plants based on remote sensing satellite imageries. The main data in this study obtained from Landsat-8 OLI (2019) and Landsat-7 ETM (2004) satellite imageries were processed with four parameters of air quality algorithm namely PM10, CO, SO2, and NOx on AOI with ranging of 2000 m from the source point. Validation uses comparative data from MODIS and Sentinel-2 MSS satellite imageries in the same period. Changes analysis in air quality used the Mann-Whitney method (U-Test). This research shows that the Landsat series satellite imagery is suitable to be used as the main data for estimating air quality because it has a similar pattern to comparable data. The Cirebon PLTU operation caused a significant increase in CO levels of 1.25 mg/l on a wide range. In other air quality parameters such as PM10, SO2 and NOx were decreased.
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Ahmad, R. (2004). Kimia Lingkungan. Yogyakarta: Penerbit Andi.
Alseroury, F. A. (2015). The effect of pollutants on land surface temperature around power plan. International Journal of Mechanical and Production Engineering, 3, 17–21.
Alvarez-Mendoza, C. I., Teodoro, A. C., Torres, N., & Vivanco, V. (2019). Assessment of remote sensing data to model PM10 Estimation in cities with a low number of air quality stations: A case of Study in Quito, Ecuador. Environtments, 6, 85.
Astra, I. M. (2010). Energi dan dampaknya terhadap lingkungan. Jurnal Meteorologi dan Geofisiska, 2, 1, 127–135.
Baghdadi, N., Mallet, C., & Zribi, M. (2018). QGIS and Generic Tools. New Jersey: ISTE & John Wiley and Sons.
Cahyadi. (2011). Kajian teknis pembangkit listrik berbahan bakar fossil. JITE, 1, 12, 21–32.
Cahyadi (Ed.). (2015). PLTU Batubara Superkritikal yang Efisien. Jakarta: Balai Besar Teknologi Energi.
Cameron, L. M., & Hales, B. J. (1996). CO inhibition of nitrogen fixation. Nitrogen Fixation: Fundamentals and Applications. Dordrecht: Springer.
Damara, D. Y., Wardhana, I. W., & Sutrisno, E. (2017). Analisis dampak kualitas udara karbon monoksida (CO) di Sekitar Jl. Pemuda akibat kegiatan car free day menggunakan program Caline4 dan Surfer (studi kasus: Kota Semarang). Jurnal Teknik Lingkungan, 6, 1, 1–14.
Dede, M., Pramulatsih, G. P., Widiawaty, M. A., Ramadhan, Y. R., & Ati, A. (2019). Dinamika suhu permukaan dan kerapatan vegetasi di Kota Cirebon. Jurnal Meteorologi Klimatologi dan Geofisika, 6, 1, 1–14.
Dewanto, H. (2016). Analisis Dampak Lingkungan Hidup (ANDAL) Rencana Pembangunan dan Operasi Pembangkit Listrik Tenaga Uap (PLTU) Cirebon Kapasitas 1 X 1.000 Mw Kabupaten Cirebon Jawa Barat. Jakarta: PT. Cirebon Energi Prasarana.
Fernández-Pacheco, V. M., Lopez-Sanchez, C. A., Alvarez-Alvarez, E., Lopez, M. J. S., Garcia-Expósito, L., Yudego, E. A., & Carús-Candás, J. L. (2018). Estimation of PM10 distribution using Landsat5 and Landsat8 remote sensing. Proceedings, 2, 1438.
Gusnita, D. (2014). Pencemaran smog (asap kabut) sebagai dampak aktivitas antropogenik. Berita Dirgantara, 15, 2, 84–89.
Hasan, G., Al-Kubaisy, M. A., Nahhas, F. H., Ali, A. A., Othman, N., & Hason, M. M. (2014). Sulfur dioxide (SO2) monitoring over Kirkuk City using remote sensing data. J Civil Environ Eng, 4, 155.
ICED. (2018, Mei 30). Perencanaan elektrifikasi berbasis geospasial. Workshop Elektrifikasi Desa Melalui PLTS Terpusat. 30 Mei 2018, Kupang, Nusa Tenggara Timur.
ICEL. (2018). Peneliti Ingatkan Limbah PLTU Tingkatkan Suhu Laut. Internet sources URL https://icel.or.id/berita/peneliti-ingatkan-limbah-pltu-tingkatkan-suhu-laut/
Julianti, S. A., Jamaluddin, & Amiruddin. (2018). Dampak keberadaan pembangkit listrik tenaga uap (PLTU) terhadap kondisi sosial ekonomi masyarakat di Kelurahan Panau Kecamatan Tawaili. Jurnal Elektronik Geo Tadulako Online 6, 2, 35–43.
Kayes, I., Shahriar, S. A., Hasan, K., Akhter, M., Kabir, M. M., & Salam, M. A. (2019). The relationships between meteorological parameters and air pollutants in an urban environment. Global J. Environ. Sci. Manage., 5, 3, 265–278.
KLHK. (2019). Program Penilaian Peringkat Kinerja Perusahaan dalam Pengelolaan Lingkungan Hidup 2019. Jakarta: Sekretariat Proper KLHK RI.
Korting, T., Namikawa, L. M., Fonseca, L. M. G., & Felgueiras, C. A. (2016). How to effectively obtain metadata from remote sensing big data?. In Proceeding of GEOBIA 2016: Solutions and Synergies. Enschede: University of Twente
Leonard, L. (2020). Cirebon Power Raih Proper Hijau 2019 dari KLHK. Internet sources URL https://ekonomi.bisnis.com/read/20200108/44/1188341/cirebon-power-raih-proper-hijau-201 9-dari-klhk.
Lin, C. A., Chen, Y. C., Liu, C. Y., Chen, W. T., Seinfeld, J. H., & Cjou, C. C. K. (2019). Satellite-derived correlation of SO2, NO2, and aerosol optical depth with meteorological conditions over East Asia from 2005 to 2015. Remote Sensing, 11, 1738.
Lin, G., Fu, J., Jiang, D., Hu, W., Dong, D., Huang, Y., & Zhao. (2014). Spatio-temporal variation of PM2.5 concentrations and their relationship with geographic and socioeconomic factors in China. Int. J. Environ. Res. Public Health, 11, 1, 173–186.
Liun, E. (2002). Biaya eksternal PLTU Batubara Suralaya. Jurnal Pengembangan Energi Nuklir, 4, 1, 27–42.
Martin, R. V. (2008). Satellite remote sensing of surface air quality. Atmospheric Environment, 42, 7823–7843.
Matharaarachchi, S., Manawadu, L., & Gunatilake, J. (2016). Evaluation of urban air pollution distribution in the Colombo Municipal Council Area, Sri Lanka. In Geostatistical and Geospatial Approaches for the Characterization of Natural Resources in the Environment: Challenges, Processes and Strategies. New Delhi: Springer.
Muhaimin, Sugiharto, E., dan Suratman, A. (2016). Air pollution simulation from Cirebon power plant activity. Eksakta: Jurnal Imu-Ilmu MIPA, 15, 1, 14–22.
Nguyen, T. T. N., Bui, H. Q., Pham, H. V., Luu, H. V., Man, C. D., Pham, H. N., & Le, H. T. (2015). Particulate matter concentration mapping from MODIS satellite data: A Vietnamese case study. Environmental Research Letters, 10, 9, 095016.
Nicolantonio, W. D., Cacciari, A., & Tomasi, C. (2009). Particulate matter at surface: Northern Italy Monitoring Based on satellite remote sensing, meteorological fields, and in-situ samplings. Selected Topics in Applied Earth Observations and Remote Sensing, 2, 284–292.
Nurdian, W., Dede, M., Widiawaty, M. A., Ramadhan, Y. R., & Purnama, Y. (2020). Pemanfaatan sensor mikro DHT11-Arduino untuk monitoring suhu dan kelembaban udara. Prosiding Seminar Nasional Tahunan Ilmu Lingkungan Universitas Padjadjaran Tahun 2019. Bandung: Unpad Press.
Nurhanifah, Widiawaty, M. A., & Ismail, A. (2020). Pengaruh PLTU Rawaurip terhadap kualitas perairan Teluk Mundu, Kabupaten Cirebon. In Naskah Finalis KTI Geosac 2020. Bandung: Unpublished.
Nurhasanah, T. N. (2017). Pencemaran Udara Akibat Penggunaan Batubara sebagai Sumber Energi Pembangkit Listrik Tenaga Uap (PLTU) Kecamatan Astanajapura Kabupaten Cirebon di Hubungkan dengan Undang-Undang Nomor 32 Tahun 2009 Tentang Perlindungan dan Pengelolaan Lingkungan Hidup. Undergraduate thesis, Faculty of Law, Universitas Pasundan.
Quina, M., & Erou, A. (2018). Memastikan pemenuhan kewajiban pengendalian pencemaran udara STB: PLTU batubara. In Seri Lembar Informasi Pencemaran Udara. Jakarta: YLBH, WALHI, Greenpeace, & ICEL.
Setiawan, I., Dede, M., Sugandi, D., & Widiawaty, M. A. (2019). Investigating urban crime pattern and accessibility using geographic information system in Bandung City. KnE Social Sciences, 3, 21, 535–548.
Somvanshi, S. S., Vashisht, A., Chandra, U. & Kaushik, G. (2019). Delhi air pollution modeling using remote sensing technique. In Handbook of Environmental Materials Management. Basel: Springer Nature Switzerland AG.
Suriamiharja, D. A. (2008). Analogi hukum termodinamika dalam interaksi ekonomi dan lingkungan. an article in Konferensi BKPSL. 6 – 8th August 2008, Manado, Sulawesi Utara, Indonesia.
Tian, Y., Tao, X., & Chen, L. (2019). Analysis of spatial and seasonal distributions of air pollutants by incorporating urban morphological characteristics. Computers, Environment and Urban Systems, 75, 35–48.
Untsa, Q. D. (2017). Mekanisme Penunjukan Langsung Pada Pembangunan Infrastruktur Ketenagalistrikan dalam Perspektif Hukum Persaingan Usaha. Master Thesis, Faculty of Law, Universitas Gajah Mada.
Wald, L., Basly, L., & Baleynaud, J. M. (1998). Satellite data for the air pollution mapping. An article in 18th EARSeL Symposium on Operational Remote Sensing for Sustainable Development. May 1998, Enschede, Netherlands.
Yoo, J. M., Jeong, M. J., Kim, D., Stockwell, W. R., Yang, J. H., Shin, H. W., Lee, M. I., Song, C. K., & Lee, S. D. (2015). Spatiotemporal variations of air pollutants (O3, NO2, SO2, CO, PM10, and VOCs) with land-use types. Atmos. Chem. Phys, 15, 10857–10885.
Young, N. E., Anderson, R. S., Chignell, S. M., Voorster, A. G., Lawrence, R., & Evangelista, P. H. (2017). A survival guide to Landsat preprocessing. Ecology, 98, 4, 920–932.
DOI: https://doi.org/10.34312/jgeosrev.v2i2.5951
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