eprintid: 1823 rev_number: 6 eprint_status: archive userid: 1938 dir: disk0/00/00/18/23 datestamp: 2020-08-17 13:08:40 lastmod: 2020-08-17 13:08:40 status_changed: 2020-08-17 13:08:40 type: article metadata_visibility: show creators_name: Caraka, Rezzy Eko creators_name: Supatmanto, Budi Darmawan creators_name: Tahmid, Muhammad creators_name: Soebagyo, Joko creators_name: Mauludin, M Ali creators_name: Iskandar, Akbar creators_name: Pardamean, Bens creators_id: rezzyekocaraka@gmail.com creators_id: joko_soebagyo@uhamka.ac.id creators_orcid: 0000-0002-1629-4643 contributors_type: http://www.loc.gov/loc.terms/relators/AUT contributors_type: http://www.loc.gov/loc.terms/relators/AUT contributors_type: http://www.loc.gov/loc.terms/relators/AUT contributors_type: http://www.loc.gov/loc.terms/relators/AUT title: Rainfall forecasting using PSPline and rice production with ocean-atmosphere interaction ispublished: pub subjects: BH divisions: 11 abstract: The role of climate can be affected by plants. The weather can accelerate and multiply the existence of various plant pests and diseases, accelerate the growth and development of grass among plants, and encourage the emergence of infection and significant damage to plants. The elements of climate that affect the growth of plants are one of them is rainfall. In this paper, we performed the simulation using the non-parametric penalized spline (PSPLINE) method and studied the effect on rice production in Lampung. It can be concluded that the increasing fluctuation, frequency, and intensity of climate anomalies in the last decade caused by the ENSO phenomenon have an impact on changes in distribution patterns, intensity, and period of the wet season so that the start of the rainy season and the dry season becomes too late. As a result, there is a seasonal shift from normal average conditions that can ultimately have severe implications for food crops. In a nutshell penalized spline gives high accuracy with date: 2018 date_type: published official_url: http://doi.org/10.1088/1755-1315/195/1/012064 id_number: doi:10.1088/1755-1315/195/1/012064 full_text_status: public publication: IOP Conference Series: Earth and Environmental Science volume: 195 pagerange: 012064 refereed: TRUE issn: 1755-1315 citation: Caraka, Rezzy Eko dan Supatmanto, Budi Darmawan dan Tahmid, Muhammad dan Soebagyo, Joko dan Mauludin, M Ali dan Iskandar, Akbar dan Pardamean, Bens (2018) Rainfall forecasting using PSPline and rice production with ocean-atmosphere interaction. IOP Conference Series: Earth and Environmental Science, 195. 012064. ISSN 1755-1315 document_url: http://repository.uhamka.ac.id/id/eprint/1823/1/Caraka_2018_IOP_Conf._Ser.__Earth_Environ._Sci._195_012064.pdf