IOD and ENSO-Related Time Series Variability and
Forecasting of Dengue and Malaria Incidence in Indonesia
by Anindya Wirasatriya
Submission date: 20-Sep-2022 12:50AM (UTC+0700) Submission ID: 1903760075
File name: and_Forecasting_of_Dengue_and_Malaria_Incidence_in_Indonesia.pdf (737.98K) Word count: 6345
Character count: 32946
2
2 2 4
4 4
4
4 14
16
19
19
21 23
24 24 27 27
29
31 36
46
47
49 50
52
2
2 3
3
3
5 5 8
8 9
9
9
10 12
12
13 13
15 15
16 20
23 25
26
28
30
34
37
38 39
45 48
51
54
6
6
6
7
7 17
18
18 32
40 41
43 53
20
35
44
1
1
1
1
1
11
11
13
22 33
42
20
%SIMILARITY INDEX
%
INTERNET SOURCES
20
%PUBLICATIONS
%
STUDENT PAPERS
1
1
%2
1
%3
1
%IOD and ENSO-Related Time Series Variability and Forecasting of Dengue and Malaria Incidence in Indonesia
ORIGINALITY REPORT
PRIMARY SOURCES
Andrea Duggento, Allegra Conti, Maria
Guerrisi, Nicola Toschi. "A novel multi-branch architecture for state of the art robust
detection of pathological phonocardiograms", Philosophical Transactions of the Royal
Society A: Mathematical, Physical and Engineering Sciences, 2021
Publication
Trang Pham, Truyen Tran, Dinh Phung, Svetha Venkatesh. "Predicting healthcare trajectories from medical records: A deep learning
approach", Journal of Biomedical Informatics, 2017Publication
Desislava Petrova, Rachel Lowe, Anna Stewart-Ibarra, Joan Ballester, Siem Jan
Koopman, Xavier Rodó. "Sensitivity of large dengue epidemics in Ecuador to long-lead predictions of El Niño", Climate Services, 2019
Publication
4
1
%5
1
%6
1
%7
1
%Nur’utami, Murni Ngestu, and Rahmat Hidayat. "Influences of IOD and ENSO to Indonesian Rainfall Variability: Role of
Atmosphere-ocean Interaction in the Indo- pacific Sector", Procedia Environmental Sciences, 2016.
Publication
Anindya Wirasatriya, R. Dwi Susanto, Kunarso Kunarso, Abd. Rasyid Jalil, Fatwa Ramdani, Ardiansyah Desmont Puryajati. "Northwest monsoon upwelling within the Indonesian seas", International Journal of Remote Sensing, 2021
Publication
Seyed Amir Alavi, Kamyar Mehran, Vahid Vahidinasab, Joao P. S. Catalao. "Forecast Based Consensus Control for DC Microgrids Using Distributed Long Short-Term Memory Deep Learning Models", IEEE Transactions on Smart Grid, 2021
Publication
V. Nisha Jenipher, S. Radhika. "SVM kernel Methods with Data Normalization for Lung Cancer Survivability Prediction Application", 2021 Third International Conference on
Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), 2021
Publication
8
1
%9
1
%10
1
%11
< 1
%12
< 1
%Musawenkosi L.H. Mabaso, Immo
Kleinschmidt, Brian Sharp, Thomas Smith. "El Niño Southern Oscillation (ENSO) and annual malaria incidence in Southern Africa",
Transactions of the Royal Society of Tropical Medicine and Hygiene, 2007
Publication
M. F. Vincenti-Gonzalez, A. Tami, E. F.
Lizarazo, M. E. Grillet. "ENSO-driven climate variability promotes periodic major outbreaks of dengue in Venezuela", Scientific Reports, 2018Publication
Dongliang Yuan, Xueli Yin, Xiang Li, Corry Corvianawatie et al. "A Maluku Sea
intermediate western boundary current connecting Pacific Ocean circulation to the Indonesian Throughflow", Nature
Communications, 2022
Publication
Pinkan Mariskania Pasuhuk. "CONTRIBUTION OF FINANCIAL DEPTH AND FINANCIAL
ACCESS TO POVERTY REDUCTION IN
INDONESIA", Buletin Ekonomi Moneter dan Perbankan, 2018
Publication
Ramesh C. Dhiman, Soma Sarkar. "El Niño Southern Oscillation as an early warning tool
13
< 1
%14
< 1
%15
< 1
%16
< 1
%for malaria outbreaks in India", Malaria Journal, 2017
Publication
"Advanced Deep Learning for Engineers and Scientists", Springer Science and Business Media LLC, 2021
Publication
C. Jarvis, R. Darbyshire, R. Eckard, I. Goodwin, E. Barlow. "Influence of El Niño-Southern
Oscillation and the Indian Ocean Dipole on winegrape maturity in Australia", Agricultural and Forest Meteorology, 2018
Publication
Masahiro Hashizume, Toru Terao, Noboru Minakawa. "The Indian Ocean Dipole and malaria risk in the highlands of western
Kenya", Proceedings of the National Academy of Sciences, 2009
Publication
Febryanto Simanjuntak, Tang-Huang Lin.
"Monsoon Effects on Chlorophyll-a, Sea
Surface Temperature, and Ekman Dynamics Variability along the Southern Coast of Lesser Sunda Islands and Its Relation to ENSO and IOD Based on Satellite Observations", Remote Sensing, 2022
Publication
17
< 1
%18
< 1
%19
< 1
%20
< 1
%21
< 1
%Lukas, Aditya, Ernest Mayr, Max Ruhri, Harald Katzmair, and Reinhard Perfler. "Failure
Experience Improvement System (FEIS) for water supply systems", Journal of
Hydroinformatics, 2012.
Publication
Omid Rajabi Shishvan, Daphney-Stavroula Zois, Tolga Soyata. "Machine Intelligence in Healthcare and Medical Cyber Physical
Systems: A Survey", IEEE Access, 2018
Publication
Shahera Banu, Yuming Guo, Wenbiao Hu, Pat Dale, John S. Mackenzie, Kerrie Mengersen, Shilu Tong. "Impacts of El Niño Southern Oscillation and Indian Ocean Dipole on
dengue incidence in Bangladesh", Scientific Reports, 2015
Publication
Swadhin K. Behera, Yushi Morioka, Takayoshi Ikeda, Takeshi Doi et al. "Malaria incidences in South Africa linked to a climate mode in
southwestern Indian Ocean", Environmental Development, 2018
Publication
Vipul Sharma, Mitul Kumar Ahirwal.
"Quantification of Mental Workload Using a Cascaded Deep One-dimensional Convolution Neural Network and Bi-directional Long Short-
22
< 1
%23
< 1
%24
< 1
%25
< 1
%Term Memory Model", Institute of Electrical and Electronics Engineers (IEEE), 2021
Publication
B Pratomo, Lisnawita, T C Nisa, M Basyuni.
"The bioinformatics of projected acetyl-CoA carboxylase genes in Hevea brasiliensis", IOP Conference Series: Earth and Environmental Science, 2021
Publication
Chonnaniyah, Takahiro Osawa, I Wayan Gede Astawa Karang, Abd. Rahman As-Syakur.
"Variability of Internal Solitary Waves
Detection in the Lombok Strait Observed by Sentinel-1 SAR: The Role of Monsoon, IOD, and ENSO", 2021 7th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR), 2021
Publication
Sisir K Nayak, Surya N Swain, T Sarita Achari, Tapan K Barik. "Community Perception
Regarding Mosquito-Borne Diseases in Some Selected Areas of Ganjam District of Odisha State, India", International Quarterly of
Community Health Education, 2021
Publication
Sunil Kumar Sahu, Ashish Anand. "Drug-drug interaction extraction from biomedical texts using long short-term memory network", Journal of Biomedical Informatics, 2018
Publication
26
< 1
%27
< 1
%28
< 1
%29
< 1
%Uma Langkulsen, Kamol Promsakha Na Sakolnakhon, Nigel James. "Climate change and dengue risk in central region of Thailand", International Journal of Environmental Health Research, 2019
Publication
Michael A. Johansson, Nicholas G. Reich, Aditi Hota, John S. Brownstein, Mauricio Santillana.
"Evaluating the performance of infectious disease forecasts: A comparison of climate- driven and seasonal dengue forecasts for Mexico", Scientific Reports, 2016
Publication
Merijn Beeksma, Suzan Verberne, Antal van den Bosch, Enny Das, Iris Hendrickx, Stef
Groenewoud. "Predicting life expectancy with a long short-term memory recurrent neural network using electronic medical records", BMC Medical Informatics and Decision
Making, 2019
Publication
Salvienty Makarim, Janet Sprintall, Zhiyu Liu, Weidong Yu, Agus Santoso, Xiao-Hai Yan, R.
Dwi Susanto. "Previously unidentified Indonesian Throughflow pathways and
freshening in the Indian Ocean during recent decades", Scientific Reports, 2019
Publication
30
< 1
%31
< 1
%32
< 1
%33
< 1
%34
< 1
%Juan José Alava, Karly McMullen, Jen Jones, María José Barragán‐Paladines et al.
"Multiple anthropogenic stressors in the
Galápagos Islands' complex social–ecological system: Interactions of marine pollution,
fishing pressure, and climate change with management recommendations", Integrated Environmental Assessment and Management, 2022Publication
Ting-Wu Chuang, Luis Fernando Chaves, Po- Jiang Chen. "Effects of local and regional
climatic fluctuations on dengue outbreaks in southern Taiwan", PLOS ONE, 2017
Publication
Yi-Chung Chen, Shao-Chen Liu, Bo-Xiang Chen, Chee-Hoe Loh, Josh Jia-Ching Ying.
"Ensembling-mRBF-LSTM Framework for Prediction of Abnormal Traffic Flows", 2020 International Conference on Pervasive
Artificial Intelligence (ICPAI), 2020
Publication
"Recent Trends in Mechatronics Towards Industry 4.0", Springer Science and Business Media LLC, 2022
Publication
Wesley de Jong, Musofa Rusli, Soerajja Bhoelan, Sofie Rohde et al. "Endemic and
35
< 1
%36
< 1
%37
< 1
%38
< 1
%emerging acute virus infections in Indonesia:
an overview of the past decade and
implications for the future", Critical Reviews in Microbiology, 2018
Publication
Nicolas C. Jourdain, Matthieu Lengaigne,
Jérome Vialard, Takeshi Izumo, Alexander Sen Gupta. "Further Insights on the Influence of the Indian Ocean Dipole on the Following Year’s ENSO from Observations and CMIP5 Models", Journal of Climate, 2016
Publication
Sreenivas, P.. "Influence of El Nino and Indian Ocean Dipole on sea level variability in the Bay of Bengal", Global and Planetary Change, 201201
Publication
Suleman Atique, Ta-Chien Chan, Chien-Chou Chen, Chien-Yeh Hsu et al. "Investigating spatio-temporal distribution and diffusion patterns of the dengue outbreak in Swat, Pakistan", Journal of Infection and Public Health, 2018
Publication
Wiwik Anggraeni, Humaira Nur Pradani, Surya Sumpeno, Eko Mulyanto Yuniarno, Reza Fuad Rachmadi, Pujiadi, Mauridhi Hery Purnomo.
"Prediction of Dengue Fever Outbreak Based
39
< 1
%40
< 1
%41
< 1
%42
< 1
%on Climate and Demographic Variables Using Extreme Gradient Boosting and Rule-Based Classification", 2021 IEEE 9th International Conference on Serious Games and
Applications for Health(SeGAH), 2021
Publication
Yanbing Li, Qiujun Dou, Yuanan Lu, Hao Xiang, Xuejie Yu, Suyang Liu. "Effects of ambient
temperature and precipitation on the risk of dengue fever: a systematic review and
updated meta-analysis", Environmental Research, 2020
Publication
"Computational Intelligence for COVID-19 and Future Pandemics", Springer Science and
Business Media LLC, 2022
Publication
Abd. Rahman As-syakur, I Wayan Sandi
Adnyana, Made Sudiana Mahendra, I Wayan Arthana et al. "Observation of spatial patterns on the rainfall response to ENSO and IOD
over Indonesia using TRMM Multisatellite Precipitation Analysis (TMPA)", International Journal of Climatology, 2014
Publication
Adde, Antoine, Pascal Roucou, Morgan Mangeas, Vanessa Ardillon, Jean-Claude
Desenclos, Dominique Rousset, Romain Girod,
43
< 1
%44
< 1
%45
< 1
%Sébastien Briolant, Philippe Quenel, and Claude Flamand. "Predicting Dengue Fever Outbreaks in French Guiana Using Climate Indicators", PLoS Neglected Tropical Diseases, 2016.
Publication
Felipe J. Colón-González, Leonardo Soares
Bastos, Barbara Hofmann, Alison Hopkin et al.
"Probabilistic seasonal dengue forecasting in Vietnam: A modelling study using
superensembles", PLOS Medicine, 2021
Publication
Ido Amihai, Moncef Chioua, Ralf Gitzel, Arzam Muzaffar Kotriwala, Diego Pareschi,
Guruprasad Sosale, Subanatarajan Subbiah.
"Modeling Machine Health Using Gated
Recurrent Units with Entity Embeddings and K-Means Clustering", 2018 IEEE 16th
International Conference on Industrial Informatics (INDIN), 2018
Publication
P A Utari, M Y Nurkhakim, D Setiabudidaya, I Iskandar. "Response of near-surface currents in the Indian Ocean to the anomalous
atmospheric condition in 2015", IOP
Conference Series: Earth and Environmental Science, 2018
Publication
46
< 1
%47
< 1
%48
< 1
%49
< 1
%50
< 1
%Paul E., Celine Christiansen-Jucht, Diane Pople, Edwin Michael. "Chapter 3 Understanding and Modelling the Impact of Climate Change on Infectious Diseases – Progress and Future Challenges", IntechOpen, 2011
Publication
Takeshi Doi, Swadhin K. Behera, Toshio Yamagata. "Merits of a 108-Member Ensemble System in ENSO and IOD Predictions", Journal of Climate, 2019
Publication
V.R. Sherin, F. Durand, V.V. Gopalkrishna, S.
Anuvinda, A.V.S. Chaitanya, R. Bourdallé- Badie, F. Papa. "Signature of Indian Ocean Dipole on the western boundary current of the Bay of Bengal", Deep Sea Research Part I:
Oceanographic Research Papers, 2018
Publication
Hui Wang, Arun Kumar, Raghu Murtugudde, Balachandrudu Narapusetty, Knut L. Seip.
"Covariations between the Indian Ocean
dipole and ENSO: a modeling study", Climate Dynamics, 2019
Publication
Sepp Hochreiter, Jürgen Schmidhuber. "Long Short-Term Memory", Neural Computation, 1997Publication
51
< 1
%52
< 1
%53
< 1
%54
< 1
%Swadhin K. Behera, Jing-Jia Luo, Sebastien Masson, Pascale Delecluse, Silvio Gualdi, Antonio Navarra, Toshio Yamagata.
"Paramount Impact of the Indian Ocean Dipole on the East African Short Rains: A CGCM Study", Journal of Climate, 2005
Publication
Meifang Li, Xun Shi, Xia Li, Wenjun Ma, Jianfeng He, Tao Liu. "Epidemic Forest: A Spatiotemporal Model for Communicable
Diseases", Annals of the American Association of Geographers, 2019
Publication
Pilar Gómez, Angela Nebot, Sabrine Ribeiro, René Alquézar, Francisco Mugica, Franz
Wotawa. "Local Maximum Ozone Concentration Prediction Using Soft
Computing Methodologies", Systems Analysis Modelling Simulation, 2003
Publication
Rosamond L. Naylor, Michael D. Mastrandrea.
"Chapter 4 Coping with Climate Risks in Indonesian Rice Agriculture: A Policy
Perspective", Springer Science and Business Media LLC, 2009
Publication
Exclude quotes On Exclude bibliography On
Exclude matches Off