Pendugaan produksi kopi berbasis parameter tanaman dan penginderaan jauh di kebun kopi rakyat Kecamatan Wajak, Kabupaten Malang

Dinna Hadi Sholikah; Kurniawan Sigit Wicaksono; Soemarno

doi:10.35891/agx.v14i1.3584

Dinna Hadi Sholikah Brawijaya University, Malang City, East Java
Kurniawan Sigit Wicaksono Universitas Brawijaya https://orcid.org/0000-0001-6524-0150
Soemarno Universitas Brawijaya https://orcid.org/0000-0002-9778-2672

DOI: https://doi.org/10.35891/agx.v14i1.3584

Keywords: Tanaman kopi; model produksi kopi, parameter tanaman, NDVI

Abstract

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Author Biographies

Kurniawan Sigit Wicaksono, Universitas Brawijaya

Departemen Tanah, Fakultas Pertanian, Universitas Brawijaya

Soemarno, Universitas Brawijaya

Departemen Tanah, Fakultas Pertanian, Universitas Brawijaya

References

Anderson, L., Cheek, D., Aragao, L., Andere, L., Duarte, B., Salazar, N., Lima, A., Duarte, V., & Arai, E. (2017). Development of a point-based method for map validation and confidence interval estimation: A case study of burned areas in Amazonia. J. Remote Sens. GIS, 6(1), 193.

Aziz, M. H., & Santosa, B. (2019). Pemanfaatan citra Sentinel-2A untuk estimasi produksi tanaman kopi di sebagian wilayah Kabupaten Temanggung. Jurnal Bumi Indonesia, 8(3).

Badan Pusat Statistik. (2020). Kecamatan Wajak Dalam Angka 2020. Kurnia Offshet.

Barbosa, B. D. S., Araújo e Silva Ferraz, G., Mendes dos Santos, L., Santana, L. S., Bedin Marin, D., Rossi, G., & Conti, L. (2021). Application of RGB Images Obtained by UAV in Coffee Farming. Remote Sensing, 13(12), 2397.

Bernardes, T., Moreira, M. A., Adami, M., Giarolla, A., & Rudorff, B. F. T. (2012). Monitoring biennial bearing effect on coffee yield using MODIS remote sensing imagery. Remote Sensing, 4(9), 2492–2509.

Bhardwaj, P. (2019). Types of sampling in research. Journal of the Practice of Cardiovascular Sciences, 5(3), 157.

Brook, R. J., & Arnold, G. C. (2018). Applied regression analysis and experimental design. CRC Press.

de Wit, A., Duveiller, G., & Defourny, P. (2012). Estimating regional winter wheat yield with WOFOST through the assimilation of green area index retrieved from MODIS observations. Agricultural and forest meteorology, 164, 39–52.

Drusch, M., Del Bello, U., Carlier, S., Colin, O., Fernandez, V., Gascon, F., Hoersch, B., Isola, C., Laberinti, P., & Martimort, P. (2012). Sentinel-2: ESA’s optical high-resolution mission for GMES operational services. Remote sensing of Environment, 120, 25–36.

Escobar, H. C., Muñoz, J., Checa, J., & Noguera, W. (2019). Initial growth of coffee (Coffea arabica L. var) castillo in the coffee zone of Nariño. Revista de Ciencias Agrícolas, 36(1), 124–137.

Fall, C. M. N., Lavaysse, C., Kerdiles, H., Dramé, M. S., Roudier, P., & Gaye, A. T. (2021). Performance of dry and wet spells combined with remote sensing indicators for crop yield prediction in Senegal. Climate Risk Management, 33, 100331.

Farooq, A. (2012). Spectral vegetation indices performance evaluated for Cholistan Desert. Journal of Geography and regional Planning, 5(8), 165–172.

Horton, N. J., & Kleinman, K. (2015). Using R and RStudio for data management, statistical analysis, and graphics. CRC Press.

Irawan, L. Y., Yulyanto, A., TS, A. Z., Ma’ruf, A., Sa’idah, E. N., & Setiawan, F. M. (2020). Identifikasi Bahaya Longsor Lahan di Sebagian Wilayah Poncokusumo dan Wajak Kabupaten Malang. Geodika: Jurnal Kajian Ilmu dan Pendidikan Geografi, 4(2), 160–171.

Khair, U., Fahmi, H., Al Hakim, S., & Rahim, R. (2017). Forecasting error calculation with mean absolute deviation and mean absolute percentage error. Journal of Physics: Conference Series, 930(1), 012002.

Khumaidi, A. (2020). Data mining for predicting the amount of coffee production using CRISP-DM method. Techno Nusa Mandiri: Journal of Computing and Information Technology, 17(1), 1–8.

Larasati, W., & Rahadian, R. (2016). Struktur komunitas mikroartropoda tanah di lahan penambangan galian C Rowosari, Kecamatan Tembalang, Semarang. Jurnal Akademika Biologi, 5(1), 15–23.

McCoy, R. M. (2005). Field methods in remote sensing. Guilford Press.

Mishra, P., Singh, U., Pandey, C. M., Mishra, P., & Pandey, G. (2019). Application of student’s t-test, analysis of variance, and covariance. Annals of cardiac anaesthesia, 22(4), 407.

Musaffa, M. (2021). Analisis Kandungan Klorofil Pada Tingkat Perkembangan Daun Kopi Robusta (Coffea canephora). JURNAL AGROPLANT, 4(2), 1–10.

Najih, R. R., Hakim, L., & Zayadi, H. (2021). Estimasi Karbon pada Tegakan Kopi di Lahan Agroforestri Desa Pandansari Kecamatan Poncokusumo Kabupaten Malang. Jurnal SAINS ALAMI (Known Nature), 3(2).

Nogueira, S., Moreira, M. A., & Volpato, M. M. (2018). Relationship between coffee crop productivity and vegetation indexes derived from oli/landsat-8 sensor data with and without topographic correction. Engenharia Agrícola, 38, 387–394.

Pamoniara, W. (2013). Analisis Produktifitas Tanaman Kopi di Kecamatan Gemawang Kabupaten Temanggung. Economics Development Analysis Journal, 2(1).

Purba, O. M., & Toekidjo, J. P. (2013). Produktivitas Kopi Arabika (Coffea arabica L.) Rakyat di Kecamatan Raya Kabupaten Simalungun. Vegetalika, 1(2), 67–77.

Putra, A. N., Kristiawati, W., Mumtazydah, D. C., Anggarwati, T., Annisa, R., Sholikah, D. H., & Okiyanto, D. (2021). Pineapple biomass estimation using unmanned aerial vehicle in various forcing stage: Vegetation index approach from ultra-high-resolution image. Smart Agricultural Technology, 1, 100025.

Rayes, M. L. (2007). Metode inventarisasi sumber daya lahan. Andi. Yogyakarta, 298.

Rizki, D., Wijonarko, B. R., & Purwanto, P. (2020). Karakter Agronomis dan Fisiologis Tanaman Kopi Robusta (Coffea canephora) pada Dataran Tinggi di Kecamatan Pejawaran Kab. Banjarnegara. Composite: Jurnal Ilmu Pertanian, 2(1), 11–16.

Rouse Jr, J. W., Haas, R. H., Deering, D. W., Schell, J. A., & Harlan, J. C. (1974). Monitoring the vernal advancement and retrogradation (green wave effect) of natural vegetation.

Sadono, R. (2018). Prediksi lebar tajuk pohon dominan pada pertanaman jati asal kebun benih klon di Kesatuan Pemangkuan Hutan Ngawi, Jawa Timur. Jurnal Ilmu Kehutanan, 12(2), 127–141.

Sarmiento-Soler, A., Vaast, P., Hoffmann, M. P., Jassogne, L., van Asten, P., Graefe, S., & Rötter, R. P. (2020). Effect of cropping system, shade cover and altitudinal gradient on coffee yield components at Mt. Elgon, Uganda. Agriculture, Ecosystems & Environment, 295, 106887.

Setiawan, H., Wicaksono, D. W., & Rahimi, B. R. (2022). ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI PRODUKSI KOPI ROBUSTA DI KABUPATEN BANYUWANGI. Jurnal Javanica, 1(1), 43–55.

Sianturi, V. F., & Wachjar, A. (2016). Pengelolaan pemangkasan tanaman kopi arabika (Coffea arabica L.) di Kebun Blawan, Bondowoso, Jawa Timur. Buletin Agrohorti, 4(3), 266–275.

Sobari, I., Sakiroh, S., & Purwanto, E. H. (2012). Pengaruh jenis tanaman penaung terhadap pertumbuhan dan persentase tanaman berbuah pada kopi arabika varietas kartika 1. Jurnal Tanaman Industri dan Penyegar, 3(3), 217–222.

Tegegne, T. K., Chojenta, C., Getachew, T., Smith, R., & Loxton, D. (2019). Antenatal care use in Ethiopia: A spatial and multilevel analysis. BMC pregnancy and childbirth, 19(1), 1–16.

Wang, R., Cherkauer, K., & Bowling, L. (2016). Corn response to climate stress detected with satellite-based NDVI time series. Remote Sensing, 8(4), 269.

Wardiana, E., & Pranowo, D. (2014). Selection of vegetative and generative characters of Arabica coffee by using sequential path analysis and structural equation models. Jurnal Penelitian Tanaman Industri, 20(2), 77–86.

Wilujeng, S., Darliana, I., Solihat, R. F., & Rohmat, T. (2021). PERTUMBUHAN ANAKAN KOPI (Coffea arabica Lin.) BERBASIS SISTEM AGROFORESTRI DI HUTAN RAKYAT CIMARIAS SUMEDANG. Jurnal Hutan Tropis, 9(1), 149–157.