Generalized Spatio Temporal Autoregressive Rainfall-Enso Pattern In East Java']Java Indonesia

被引：0

作者：

Caraka, Rezzy Eko ^{[1
,2
]}

Ulhusna, Mishbah ^{[3
]}

Supatmanto, Budi Darmawan ^{[4
]}

Goldameir, Noor Ell ^{[5
]}

Hutapea, Bonar ^{[6
]}

Darmawan, Gumgum ^{[7
]}

Novitasari, Dian Candra Rini ^{[8
]}

Pardamean, Bens ^{[9
]}

机构：

[1] Bina Nusantara Univ, Bioinformat & Data Sci Res Ctr, Jakarta 11480, Indonesia

[2] Natl Univ Malaysia, Sch Math Sci, Bangi, Malaysia

[3] Univ Putra Indonesia Yptk Padang, Padang, Indonesia

[4] Balai Besar Teknol Modifikasi Cuaca BPPT, Tangerang Selatan, Indonesia

[5] Riau Univ, Kota Pekanbaru, Riau, Indonesia

[6] Tarumanagara Univ, Fac Psychol, Jakarta, Indonesia

[7] Padjadjaran State Univ, Dept Stat, Sumedang, Indonesia

[8] UIN Sunan Ampel Surabaya, Dept Math, Surabaya, Indonesia

[9] Bina Nusantara Univ, BINUS Grad Program, Comp Sci Dept, Comp Sci, Jakarta 11480, Indonesia

来源：

2018 INDONESIAN ASSOCIATION FOR PATTERN RECOGNITION INTERNATIONAL CONFERENCE (INAPR) | 2018年

关键词：

Spatial; Temporal; Rainfall; GSTAR; MODEL;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Monthly rainfall analysis and forecasts are made to be able to provide a clear picture of the rain and climate conditions that have occurred and will occur in the territory of Indonesia. The information can be known in an area that has the most substantial maximum rainfall and in an area which has the lowest rainfall described and presented spatial pattern by using the ArcView-GIS. The purpose of making monthly rainfall forecasts is to be used and utilized by users, especially in the agriculture and irrigation sectors to plan and make decisions within the next 1 to 3 months related to climatic conditions, especially rainfall. In this paper, we use annual rainfall data in six location East Java. We analysis ENSO phenomena as well as rainfall forecasting in January - March 2018 by using generalized space-time autoregressive and get an accuracy MAPE out samp; e amount 2.95% dan RMSE out sample amount 4.77.

引用

页码：75 / 79

页数：5

共 50 条

[1] Spatio-temporal climatic change of rainfall in east Java']Java Indonesia
Aldrian, Edvin
Djamil, Yudha Setiawan
[J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2008, 28 (04) : 435 - 448
[2] Spatio-Temporal Analysis of Inflation Rate in East Java']Java, Indonesia :Vector Autoregressive Approach
Sumarminingsih, E.
[J]. INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS & STATISTICS, 2015, 53 (05): : 16 - 23
[3] Estimation of Extreme Rainfall Patterns Using Generalized Linear Mixed Model for Spatio-temporal data in West Java']Java, Indonesia
Rachmawati, Ro'fah Nur
[J]. 5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMPUTATIONAL INTELLIGENCE 2020, 2021, 179 : 330 - 336
[4] Main Diurnal Cycle Pattern of Rainfall in East Java']Java
Rais, Achmad Fahruddin
Yunita, Rezky
[J]. INTERNATIONAL CONFERENCE ON MATHEMATICS: PURE, APPLIED AND COMPUTATION: EMPOWERING ENGINEERING USING MATHEMATICS, 2017, 1867
[5] Interactions among ENSO, the Monsoon, and Diurnal Cycle in Rainfall Variability over Java']Java, Indonesia
Qian, Jian-Hua
Robertson, Andrew W.
Moron, Vincent
[J]. JOURNAL OF THE ATMOSPHERIC SCIENCES, 2010, 67 (11) : 3509 - 3524
[6] Estimation of Extreme Rainfall Patterns Using Generalized Linear Mixed Model for Spatio-temporal data in West Java, Indonesia
Rachmawati, Ro'Fah Nur
[J]. Procedia Computer Science, 2021, 179 : 330 - 336
[7] Exploring temporal activity of dholes, their prey, and competitors in East Java']Java, Indonesia
Havmoller, Linnea Worsoe
Wahyudi, Hariyawan Agung
Iqbal, Mochammad
Nawangsari, Ventie Angelia
Setiawan, Johan
Chandradewi, Desy Satya
Moller, Peter Rask
Traeholt, Carl
Havmoller, Rasmus Worsoe
[J]. ECOLOGY AND EVOLUTION, 2024, 14 (07):
[8] High spatio-temporal resolution observations of crater lake temperatures at Kawah Ijen volcano, East Java']Java, Indonesia
Lewicki, Jennifer L.
Caudron, Corentin
van Hinsberg, Vincent J.
Hilley, George E.
[J]. BULLETIN OF VOLCANOLOGY, 2016, 78 (08)
[9] Additive Bayes Spatio-temporal Model with INLA for West Java']Java Rainfall Prediction
Rachmawati, Ro'fah Nur
Djuraidah, Anik
Wigena, Aji Hamim
Mangku, I. Wayan
[J]. 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMPUTATIONAL INTELLIGENCE (ICCSCI 2019) : ENABLING COLLABORATION TO ESCALATE IMPACT OF RESEARCH RESULTS FOR SOCIETY, 2019, 157 : 414 - 419
[10] Evaluation of Hydrologic Modelling Using Satellite Product, and MMR Rainfall in East Java']Java, Indonesia
Hidayah, Entin
Widiarti, Wiwik
Putra, Paksitya
Dewantie, Anggraeni
Alhamda, Muhammad
Prastika, Hanna
[J]. JOURNAL OF ECOLOGICAL ENGINEERING, 2021, 22 (11): : 246 - 260

← 1 2 3 4 5 →