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Climate and vector-borne diseases in Indonesia: a systematic literature review and critical appraisal of evidence

International Journal of Biometeorology (2022)Cite this article

Abstract  

Climate is widely known as an important driver to transmit vector-borne diseases (VBD). However, evidence of the role of climate variability on VBD risk in Indonesia has not been adequately understood. We conducted a systematic literature review to collate and critically review studies on the relationship between climate variability and VBD in Indonesia. We searched articles on PubMed, Scopus, and Google Scholar databases that are published until December 2021. Studies that reported the relationship of climate and VBD, such as dengue, chikungunya, Zika, and malaria, were included. For the reporting, we followed the guidelines of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement. A total of 66 out of 284 studies were reviewed. Fifty-two (78.8%) papers investigated dengue, 13 (19.7%) papers studied malaria, one (1.5%) paper discussed chikungunya, and no (0%) paper reported on Zika. The studies were predominantly conducted in western Indonesian cities. Most studies have examined the short-term effect of climate variability on the incidence of VBD at national, sub-national, and local levels. Rainfall (n = 60/66; 90.9%), mean temperature (Tmean) (n = 50/66; 75.8%), and relative humidity (RH) (n = 50/66; 75.8%) were the common climatic factors employed in the studies. The effect of climate on the incidence of VBD was heterogenous across locations. Only a few studies have investigated the long-term effects of climate on the distribution and incidence of VBD. The paucity of high-quality epidemiological data and variation in methodology are two major issues that limit the generalizability of evidence. A unified framework is required for future research to assess the impacts of climate on VBD in Indonesia to provide reliable evidence for better policymaking.

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All data generated or analysed during this study are included in this published article (and its Supplementary information files).

References 

  • Ahmed S, Reithinger R, Kaptoge SK, Ngondi JM (2020) Travel is a key risk factor for malaria transmission in pre-elimination settings in sub-Saharan Africa: a review of the literature and meta-analysis. Am J Trop Med Hyg 103(4):1380–1387. https://doi.org/10.4269/ajtmh.18-0456

    Article  Google Scholar 

  • Anindhita EK, Natalia D, Fitriangga A (2017) Pengaruh Pola Perubahan Cuaca terhadap Tingkat Kejadian Malaria di Kabupaten Kapuas Hulu Tahun 2013 dan 2014. Jurnal Cerebellum 3(1):680–688

  • Anyamba A, Small JL, Britch SC, Tucker CJ, Pak EW, Reynolds CA, Crutchfield J, Linthicum KJ (2014) Recent weather extremes and impacts on agricultural production and vector-borne disease outbreak patterns. PLoS ONE 9(3):e92538. https://doi.org/10.1371/journal.pone.0092538

    Article  Google Scholar 

  • Apriliana (2017) Pengaruh Iklim terhadap Insidens Malaria di Provinsi Lampung. Cermin Dunia Kedokteran 44(7):464–470

  • Arcari P, Tapper N (2017) The variable impact of ENSO events on regional dengue/DHF in Indonesia. Singap J Trop Geogr 38(1):5–24. https://doi.org/10.1111/sjtg.12179

    Article  Google Scholar 

  • Ariati J, Anwar A (2014) Prediction model event dengue hemorrhagic fever (DHF) based on climate factor in Bogor. West Java Buletin Penelitian Kesehatan 42(4):249–256

    Google Scholar 

  • Ariati J, Musadad DA (2012) Incidence of dengue hemorrhagic fever (DHF) and climate factors in Batam City of Kepulauan Riau Province. Jurnal Ekologi Kesehatan 11(4):279–286

    Google Scholar 

  • Arieskha FTA, Rahardjo M, Joko T (2019) The association between weather variability and dengue hemorrhagic fever in Tegal Regency. Jurnal Kesehatan Lingkungan 11(4):339–347

    Article  Google Scholar 

  • Aström C, Rocklöv J, Hales S, Béguin A, Louis V, Sauerborn R (2012) Potential distribution of dengue fever under scenarios of climate change and economic development. EcoHealth 9(4):448–454. https://doi.org/10.1007/s10393-012-0808-0

    Article  Google Scholar 

  • Astuti EP, Dhewantara PW, Prasetyowati H, Ipa M, Herawati C, Hendrayana K (2019) Paediatric dengue infection in Cirebon, Indonesia: a temporal and spatial analysis of notified dengue incidence to inform surveillance. Parasit Vectors 12(1):186. https://doi.org/10.1186/s13071-019-3446-3

    Article  Google Scholar 

  • Aswi A, Cramb S, Duncan E, Hu W, White G, Mengersen K (2020) Climate variability and dengue fever in Makassar, Indonesia: Bayesian spatio-temporal modelling. Spatial and Spatio-Temporal Epidemiology 33:100335. https://doi.org/10.1016/j.sste.2020.100335

    Article  Google Scholar 

  • Azhar K, Marina R, Anwar A (2017) A prediction model of dengue incidence using climate variability in Denpasar city. Health Science Journal of Indonesia 8:68–73

  • Baharuddin S, Suhariningsih S, Ulama B (2014) Geographically weighted regression modeling for analyzing spatial heterogeneity on relationship between dengue hemorrhagic fever incidence and rainfall in Surabaya. Indones Mod Appl Sci 8(3):85–91. https://doi.org/10.5539/mas.v8n3p85

    Article  Google Scholar 

  • Bangs MJ, Larasati RP, Corwin AL, Wuryadi S (2006) Climatic factors associated with epidemic dengue in Palembang, Indonesia: implications of short-term meteorological events on virus transmission. Southeast Asian J Trop Med Public Health 37(6):1103–1116

    Google Scholar 

  • Bangs MJ, Subianto DB (1999) El Niño and associated outbreaks of severe malaria in highland populations in Irian Jaya, Indonesia: a review and epidemiological perspective. The Southeast Asian J Trop Med Public Health 30(4):608–619

    CAS  Google Scholar 

  • Barrera R, Amador M, MacKay AJ (2011) Population dynamics of Aedes aegypti and dengue as influenced by weather and human behavior in San Juan Puerto Rico. PLOS Neglected Tropical Diseases 5(12):e1378. https://doi.org/10.1371/journal.pntd.0001378

    Article  Google Scholar 

  • Benedum CM, Seidahmed OME, Eltahir EAB, Markuzon N (2018) Statistical modeling of the effect of rainfall flushing on dengue transmission in Singapore. PLoS Negl Trop Dis 12(12):e0006935. https://doi.org/10.1371/journal.pntd.0006935

    Article  Google Scholar 

  • Caminade C, Kovats S, Rocklov J, Tompkins AM, Morse AP, Colón-González FJ, Stenlund H, Martens P, Lloyd SJ (2014) Impact of climate change on global malaria distribution. Proc Natl Acad Sci U S A 111(9):3286–3291. https://doi.org/10.1073/pnas.1302089111

    Article  CAS  Google Scholar 

  • Campbell KM, Haldeman K, Lehnig C, Munayco CV, Halsey ES, Laguna-Torres VA, Yagui M, Morrison AC, Lin C-D, Scott TW (2015) Weather regulates location, timing, and intensity of dengue virus transmission between humans and mosquitoes. PLoS Negl Trop Dis 9(7):e0003957. https://doi.org/10.1371/journal.pntd.0003957

    Article  CAS  Google Scholar 

  • Cazelles B, Chavez M, McMichael AJ, Hales S (2005) Nonstationary influence of El Niño on the synchronous dengue epidemics in Thailand. PLoS Med 2(4):e106. https://doi.org/10.1371/journal.pmed.0020106

    Article  Google Scholar 

  • Chandra E (2019) Pengaruh faktor iklim, kepadatan penduduk dan angka bebas jentik (ABJ) terhadap kejadian demam berdarah dengue (DBD) di Kota Jambi. Jurnal Pembangunan Berkelanjutan 1(1):1–15

    Google Scholar 

  • Davis C, Murphy AK, Bambrick H, Devine GJ, Frentiu FD, Yakob L, Huang X, Li Z, Yang W, Williams G, Hu W (2021) A regional suitable conditions index to forecast the impact of climate change on dengue vectorial capacity. Environ Res 195:110849. https://doi.org/10.1016/j.envres.2021.110849

    Article  CAS  Google Scholar 

  • Delatte H, Gimonneau G, Triboire A, Fontenille D (2009) Influence of temperature on immature development, survival, longevity, fecundity, and gonotrophic cycles of Aedes albopictus, vector of chikungunya and dengue in the Indian Ocean. J Med Entomol 46(1):33–41. https://doi.org/10.1603/033.046.0105

    Article  CAS  Google Scholar 

  • Dhewantara PW, Marina R, Puspita T, Ariati Y, Purwanto E, Hananto M, Hu W, Soares Magalhaes RJ (2019) Spatial and temporal variation of dengue incidence in the island of Bali, Indonesia: an ecological study. Travel Med Infect Dis :101437. https://doi.org/10.1016/j.tmaid.2019.06.008

  • Djati AP, Santoso B, Satoto TBT (2012) Climate factors related to dengue hemorrhagic fever 2010 in Gunung Kidul. Jurnal Ekologi Kesehatan 11(3):230–239

    Google Scholar 

  • Fakhruddin M, Putra PS, Wijaya KP, Sopaheluwakan A, Satyaningsih R, Komalasari KE, Mamenun S, Indratno SW, Nuraini N, Götz T, Soewono E (2019) Assessing the interplay between dengue incidence and weather in Jakarta via a clustering integrated multiple regression model. Ecol Complex 39:100768. https://doi.org/10.1016/j.ecocom.2019.100768

    Article  Google Scholar 

  • Febrianti N (2009) Hubungan pemanasan global dengan kondisi suhu udara dan curah hujan di indonesia. Paper presented at the Seminar Nasional Matematika UNPAR, UNPAR - Bandung

  • Fidayanto R, Susanto H, Yohanan A, Yudhastuti R (2013) Control model of dengue hemorrhagic fever. Kesmas-National Public Health J 7 (11):522–528. https://doi.org/10.21109/kesmas.v7i11.366

  • Fitriana BR, Yudhastuti R (2018) Hubungan faktor suhu dengan kasus demam berdarah dengue (DBD) di Kecamatan Sawahan Surabaya. Indones J Public Health 13(1):83–94

    Google Scholar 

  • Gagnon A, Bush ABG, Smoyer-Tomic KE (2001) Dengue epidemics and the El Niño Southern Oscillation. Climate Res 19(1):35–43

    Article  Google Scholar 

  • Gandawari VT, Kaunang WPJ, Ratag BT (2018) Hubungan antara variabilitas iklim dengan kejadian demam berdarah dengue di Kota Bitung tahun 2015–2017. J Kesmas 7(5):1–5

  • Götz T, Altmeier N, Bock W, Rockenfeller R, Sutimin WKP (2017) Modeling dengue data from Semarang, Indonesia. Ecol Complex 30:57–62. https://doi.org/10.1016/j.ecocom.2016.12.010

    Article  Google Scholar 

  • Hales S, de Wet N, Maindonald J, Woodward A (2002) Potential effect of population and climate changes on global distribution of dengue fever: an empirical model. Lancet (london, England) 360(9336):830–834. https://doi.org/10.1016/s0140-6736(02)09964-6

    Article  Google Scholar 

  • Halide H, Ridd P (2008) A predictive model for dengue hemorrhagic fever epidemics. Int J Environ Health Res 18(4):253–265. https://doi.org/10.1080/09603120801966043

    Article  Google Scholar 

  • Harapan H, Michie A, Yufika A, Anwar S, Te H, Hasyim H, Nusa R, Dhewantara PW, Mudatsir M, Imrie A (2020) Effects of El Niño Southern Oscillation and Dipole Mode Index on chikungunya infection in Indonesia. Tropical medicine and infectious disease 5 (3). https://doi.org/10.3390/tropicalmed5030119

  • Hasyim H, Nursafingi A, Haque U, Montag D, Groneberg DA, Dhimal M, Kuch U, Müller R (2018) Spatial modelling of malaria cases associated with environmental factors in South Sumatra. Indones Malar J 17(1):87. https://doi.org/10.1186/s12936-018-2230-8

    Article  Google Scholar 

  • Holten VY (2015) The impacts of global climate change in Indonesia: Jakarta as a case study AM PRO WORLD. http://iamproworld.com/2017/05/11/the-impacts-of-global-climate-change-in-indonesia-jakarta-as-a-case-study/

  • Husnina Z, Clements ACA, Wangdi K (2019) Forest cover and climate as potential drivers for dengue fever in Sumatra and Kalimantan 2006–2016: a spatiotemporal analysis. Trop Med Int Health : TM & IH 24(7):888–898. https://doi.org/10.1111/tmi.13248

    Article  Google Scholar 

  • Karyanti MR, Uiterwaal CS, Kusriastuti R, Hadinegoro SR, Rovers MM, Heesterbeek H, Hoes AW, Bruijning-Verhagen P (2014) The changing incidence of dengue haemorrhagic fever in Indonesia: a 45-year registry-based analysis. BMC Infect Dis 14:412. https://doi.org/10.1186/1471-2334-14-412

    Article  Google Scholar 

  • Kesetyaningsih TW, Andarini S, Sudarto Pramoedyo H (2018) Determination of environmental factors affecting dengue incidence in Sleman District, Yogyakarta. Indonesia. African Journal of Infectious Diseases 12(Special Issue 1):13–25. https://doi.org/10.2101/Ajid.12v1S.3

    Article  Google Scholar 

  • Kustanto DR, Rahmi F, Fransiska M, Hadi D (2019) Analisis epidemiologi penyakit demam berdarah dengue melalui pendekatan temporal dan hubungannya dengan faktor iklim di Kota Padang tahun 2014–2017. Jurnal Kesehatan 10(1):22–26

    Article  Google Scholar 

  • Lafferty KD, Mordecai EA (2016) The rise and fall of infectious disease in a warmer world. F1000Res 5:F1000 Faculty Rev-2040. https://doi.org/10.12688/f1000research.8766.1

  • Lahdji A, Putra BB (2017) Hubungan curah hujan, suhu, kelembaban dengan kasus demam berdarah dengue di Kota Semarang. Syifa Medika 8(1):46–53

    Google Scholar 

  • Lembang FK, Nara EAN, Rumlawang FY, Talakua MW (2019) Pemodelan pengaruh iklim terhadap angka kejadian demam berdarah di Kota Ambon menggunakan metode regresi generalized Poisson. Indones J Stat Its Appl 3(3):341–351

    Google Scholar 

  • Lestari RA, Lusiyana N, Nurochmah FS (2020) The distribution of malaria with seasonal in Kokap Yogyakarta 2012–2017. In: E3S Web of Conferences. EDP Sciences, p 01018

  • Liu Z, Zhang Z, Lai Z, Zhou T, Jia Z, Gu J, Wu K, Chen XG (2017) Temperature increase enhances Aedes albopictus competence to transmit dengue virus. Front Microbiol 8:2337. https://doi.org/10.3389/fmicb.2017.02337

    Article  Google Scholar 

  • Lowe R, Lee SA, O’Reilly KM, Brady OJ, Bastos L, Carrasco-Escobar G, de Castro CR, Colón-González FJ, Barcellos C, Carvalho MS, Blangiardo M, Rue H, Gasparrini A (2021) Combined effects of hydrometeorological hazards and urbanisation on dengue risk in Brazil: a spatiotemporal modelling study. Lancet Planet Health 5(4):e209–e219. https://doi.org/10.1016/s2542-5196(20)30292-8

    Article  Google Scholar 

  • Mahdiana D, Ashari A, Winarko E, Kusnanto H (2017) A model for forecasting the number of cases and distribution pattern of dengue hemorrhagic fever in Indonesia. Int J Adv Comput Sci Appl 8(11):143–150

    Google Scholar 

  • Mardiana M, Musadad DA (2012) Pengaruh Perubahan Iklim Terhadap Insiden Malaria Di Kabupaten Bintan Kepulauan Riau dan Kabupaten Banggai Sulawesi Tengah. Jurnal Ekologi Kesehatan 11(1):52–62

    Google Scholar 

  • Mau F, Mulatsih M (2018) Hubungan Antara Curah Hujan dan Temperatur dengan Malaria di Kabupaten Sumba Barat Daya Provinsi Nusa Tenggara Timur-Indonesia. Buletin Penelitian Kesehatan 46(2):129–134

    Article  Google Scholar 

  • Minarti R, Anwar C, Irfanuddin I, Irsan C, Amin R, Ghiffari A (2021) Impact of climate variability and incidence on dengue hemorrhagic fever in Palembang City, South Sumatra, Indonesia. Open Access Maced J Med Sci 9:952–958

    Article  Google Scholar 

  • Ministry of Health Indonesia (2021) Indonesia health profile. Ministry of Health Indonesia, Jakarta

  • Monintja TCN, Arsin AA, Amiruddin R, Syafar M (2021) Analysis of temperature and humidity on dengue hemorrhagic fever in Manado Municipality. Gac Sanit 35:S330–S333. https://doi.org/10.1016/j.gaceta.2021.07.020

    Article  Google Scholar 

  • Mordecai EA, Cohen JM, Evans MV, Gudapati P, Johnson LR, Lippi CA, Miazgowicz K, Murdock CC, Rohr JR, Ryan SJ, Savage V, Shocket MS, Stewart Ibarra A, Thomas MB, Weikel DP (2017) Detecting the impact of temperature on transmission of Zika, dengue, and chikungunya using mechanistic models. PLoS Negl Trop Dis 11(4):e0005568–e0005568. https://doi.org/10.1371/journal.pntd.0005568

    Article  Google Scholar 

  • Mordecai EA, Paaijmans KP, Johnson LR, Balzer C, Ben-Horin T, de Moor E, McNally A, Pawar S, Ryan SJ, Smith TC, Lafferty KD (2013) Optimal Temperature for Malaria Transmission is Dramatically Lower than Previously Predicted 16(1):22–30. https://doi.org/10.1111/ele.12015

    Article  Google Scholar 

  • Nababan R, Umniyati SR (2018) Faktor lingkungan dan malaria yang memengaruhi kasus malaria di daerah endemis tertinggi di Jawa Tengah: analisis sistem informasi geografis. Berita Kedokteran Masyarakat 34(1):11–18

    Article  Google Scholar 

  • Nuraini N, Fauzi IS, Fakhruddin M, Sopaheluwakan A, Soewono E (2021) Climate-based dengue model in Semarang, Indonesia: predictions and descriptive analysis. Infectious Disease Modelling 6:598–611. https://doi.org/10.1016/j.idm.2021.03.005

    Article  Google Scholar 

  • Nurmala EE (2017) Dinamika perubahan unsur iklim (suhu, kelembaban dan curah hujan) dan kejadian malaria pada penduduk pandeglang. J Dunia Kesmas 6(2):63–69. https://doi.org/10.33024/jdk.v6i2.481

  • Olson JG, Ksiazek TG, Suhandiman T (1981) Zika virus, a cause of fever in Central Java, Indonesia. Trans R Soc Trop Med Hyg 75(3):389–393. https://doi.org/10.1016/0035-9203(81)90100-0

    Article  CAS  Google Scholar 

  • Paaijmans KP, Wandago MO, Githeko AK, Takken W (2007) Unexpected high losses of Anopheles gambiae larvae due to rainfall. PLoS ONE 2(11):e1146. https://doi.org/10.1371/journal.pone.0001146

    Article  Google Scholar 

  • Page MJ, McKenzie JE, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD, Shamseer L, Tetzlaff JM, Akl EA, Brennan SE, Chou R, Glanville J, Grimshaw JM, Hróbjartsson A, Lalu MM, Li T, Loder EW, Mayo-Wilson E, McDonald S, McGuinness LA, Stewart LA, Thomas J, Tricco AC, Welch VA, Whiting P, Moher D (2021) The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. PLoS Med 18(3):e1003583. https://doi.org/10.1371/journal.pmed.1003583

    Article  Google Scholar 

  • Perwitasari D, Ariati J, Puspita T (2015) Climate conditions and the pattern of dengue hemorrhagic fever incident in Yogyakarta city in 2004–2011. Media Penelitian Dan Pengembangan Kesehatan 25(4):243–248

    Google Scholar 

  • Prasetyowati H, Dhewantara PW, Hendri J, Astuti EP, Gelaw YA, Harapan H, Ipa M, Widyastuti W, Handayani D, Salama N, Picasso M (2021) Geographical heterogeneity and socio-ecological risk profiles of dengue in Jakarta, Indonesia. Geospat Health 16(1):948. https://doi.org/10.4081/gh.2021.948

  • Prayitno TA, Nealon J, Satari HI, Karyanti MR, Sekartini R et al (2017) Dengue seroprevalence and force of primary infection in a representative population of urban dwelling Indonesian children. PLoS Negl Trop Dis 11:e0005621

  • Putra PS, Nuraini N (2017) Modeling of dengue occurrences early warning involving temperature and rainfall factors. Asian Pac J Trop Dis 7(7):385–390

    Article  Google Scholar 

  • Putri WA, Rohiman A, Sulistiawati DP (2019) Effects of climate factors on the incidence rate of dengue virus infection in Surabaya during 2010–2013. Biomol Health Sci J 2(1):36–40

    Article  Google Scholar 

  • Rahayu D, Winahju WS, Mukarromah A (2012) Pemodelan Pengaruh Iklim terhadap Angka Kejadian Demam Berdarah Dengue di Surabaya. J Sains Dan Seni ITS 1:69–74

    Google Scholar 

  • Raksanegara AS, Arisanti N, Rinawan F (2015) Impact of climate change to incidents of dengue in West Java. J Sistem Kesehatan 1(1):43–47

    Google Scholar 

  • Ramadona AL, Lazuardi L, Hii YL, Holmner A, Kusnanto H, Rocklöv J (2016) Prediction of dengue outbreaks based on disease surveillance and meteorological data. PLoS One 11(3):e0152688. https://doi.org/10.1371/journal.pone.0152688

  • Rasjid A, Nasrianti N (2017) Hubungan cuaca mikro dengan prevalensi penyakit demam berdarah dengue di Kabupaten Bone tahun 2013–2015. Jurnal Sulolipu: Media Komunikasi Sivitas Akademika Dan Masyarakat 17(2):25–31

    Google Scholar 

  • Rasjid A, Yudhastuti R, Notobroto HB, Hartono R (2019) Climate change: an overview of the prevalence of dengue hemorrhagic fever in the South Sulawesi Province of Indonesia. Indian J Pub Health Res Dev 10(8):1982–1986

    Article  Google Scholar 

  • Rejeki DSS, Wijayanti SPM, Octaviana D, Suratman S (2019) The effect of climate and intervention methods on malaria incidence: a time series analysis. Ann Trop Med Public Health 22(11):S323.

  • Ridha MR, Indiyati L, Tomia A, Juhairiyah J (2019) Pengaruh iklim terhadap kejadian demam berdarah dengue di Kota Ternate. SPIRAKEL 11(2):53–62

    Article  Google Scholar 

  • Roiz D, Boussès P, Simard F, Paupy C, Fontenille D (2015) Autochthonous chikungunya transmission and extreme climate events in Southern France. PLoS Negl Trop Dis 9(6):e0003854. https://doi.org/10.1371/journal.pntd.0003854

    Article  CAS  Google Scholar 

  • Roiz D, Ruiz S, Soriguer R, Figuerola J (2014) Climatic effects on mosquito abundance in Mediterranean wetlands. Parasit Vectors 7:333. https://doi.org/10.1186/1756-3305-7-333

    Article  Google Scholar 

  • Rusli Y, Yushananta P (2020) Climate variability and dengue hemorrhagic fever in Bandar Lampung, Lampung Province, Indonesia. Int J Innov Creat Chang 13:323–336

  • Salamah M, Kuswanto H, Yussanti N (2012) On the influence of climate and socio-economic condition to the dengue incidences: a semiparametric panel regression approach. Am J Environ Sci 8(6):661–667. https://doi.org/10.3844/ajessp.2012.661.667

    Article  Google Scholar 

  • Sandy S, Ayomi I (2018) Climatology influence on malaria cases in Alusi Community Health Center, West Southeast Maluku Regency. Jurnal Kesehatan Masyarakat 14(1):1–9

    Article  Google Scholar 

  • Sandy S, Wike I (2019) Pengaruh iklim terhadap Annual Parasite Incidence malaria di Kabupaten Jayapura tahun 2011–2018. J Health Epidemiol Commun Dis 5(1):9–15

    Article  Google Scholar 

  • Sang S, Yin W, Bi P, Zhang H, Wang C, Liu X, Chen B, Yang W, Liu Q (2014) Predicting local dengue transmission in Guangzhou, China, through the influence of imported cases, mosquito density and climate variability. PLoS ONE 9(7):e102755. https://doi.org/10.1371/journal.pone.0102755

    Article  CAS  Google Scholar 

  • Sasmono RT, Johar E, Yohan B, Ma’roef CN, Pronyk P, Hadinegoro SR, Soepardi EJ, Bouckenooghe A, Hawley WA, Rosenberg R, Powers AM, Soebandrio A, Myint K (2021) Spatiotemporal heterogeneity of zika virus transmission in Indonesia: serosurveillance data from a pediatric population. Am J Trop Med Hyg 104(6):2220–2223

    Article  Google Scholar 

  • Setiawati MD (2019) The effect of climate variables on dengue burden in Indonesia: a case study from Medan City. Journal of Geoscience and Environment Protection 7:80–94

    Article  Google Scholar 

  • Shapiro LLM, Whitehead SA, Thomas MB (2017) Quantifying the effects of temperature on mosquito and parasite traits that determine the transmission potential of human malaria. PLoS Biol 15(10):e2003489. https://doi.org/10.1371/journal.pbio.2003489

    Article  CAS  Google Scholar 

  • Siregar FA, Rusli Abdullah M, Omar J, Sarumpaet SM, Supriyadi T, Makmur T, Huda N (2015) Climate variability and a disease forecasting model for dengue hemorrhagic fever in North Sumatera Province. Indonesia Research Journal of Medical Sciences 9(2):18–27

    Google Scholar 

  • Sitohang V, Sariwati E, Fajariyani SB, Hwang D, Kurnia B, Hapsari RK, Laihad FJ, Sumiwi ME, Pronyk P, Hawley WA (2018) Malaria elimination in Indonesia: halfway there. Lancet Glob Health 6(6):e604–e606. https://doi.org/10.1016/s2214-109x(18)30198-0

    Article  Google Scholar 

  • Sulasmi S, Setyaningtyas DE, Rosanji A, Rahayu N (2017) Pengaruh Curah Hujan, Kelembabab, dan Temperatur terhadap Prevalensi Malaria di Kabupaten Tanah Bumbu Kalimantan Selatan. J Health Epidemiol Commun Dis 3(1):22–27

    Article  Google Scholar 

  • Sulistiawan D, Lazuardi L (2018) Penggunaan Data Surveilans Gabungan dan Meteorologi untuk Memprediksi Demam Berdarah Dengue di Yogyakarta. Berita Kedokteran Masyarakat 34(1):37–43. https://doi.org/10.22146/bkm.26250

    Article  Google Scholar 

  • Sumarmo (1987) Dengue haemorrhagic fever in Indonesia. Southeast Asian J Trop Med Public Health 18:269–274

  • Supadmi W, Perwitasari DA, Abdulah R, Suwantika AA (2019) Correlation of rainfall and socio-economic with incidence dengue in Jakarta, Indonesia. J Adv Pharm Educ Res 9(1):134–142

    Google Scholar 

  • Suryaningtyas NH, Salim M, Margarethy I (2019) Analisis data spasial malaria di Kabupaten Kulon Progo tahun 2017. SPIRAKEL 11(2):63–71

    Article  Google Scholar 

  • Suwito HUK, Sigit SH, Sukowati S (2010) Hubungan iklim, kepadatan nyamuk Anopheles dan kejadian penyakit malaria. Jurnal Entomologi Indonesia 7(1):42–53

    Article  Google Scholar 

  • Tolinggi S, Dengo MR (2019) Prediction model of dengue hemorrhagic fever incidence using climatic factors in Kabupaten Gorontalo. Jurnal Kesehatan Lingkungan 11(4):348–353

    Article  Google Scholar 

  • Tomia A, Hadi UK, Soviani S, Retnani E (2016) Dengue hemorrhagic fever (DHF) cases in Ternate city based on climate factor. Jurnal MKMI 12(4):241–249

    Google Scholar 

  • Tosepu R (2017) Humidity is an ambient parameter to development of Zika virus: an Indonesian case. Afr Health Sci 17(2):597–598. https://doi.org/10.4314/ahs.v17i2.39

    Article  Google Scholar 

  • Tosepu R (2017) The appropriate rainfall to development of Zika virus: an Indonesian case. Ethiop J Health Sci 27(1):104–105. https://doi.org/10.4314/ejhs.v27i1.15

    Article  Google Scholar 

  • Tosepu R, Tantrakarnapa K, Nakhapakorn K, Worakhunpiset S (2018) Climate variability and dengue hemorrhagic fever in Southeast Sulawesi Province. Indonesia Environmental Science and Pollution Research 25(15):14944–14952. https://doi.org/10.1007/s11356-018-1528-y

    Article  Google Scholar 

  • Tosepu R, Tantrakarnapa K, Worakhunpiset S, Nakhapakorn K (2018) Climatic factors influencing dengue hemorrhagic fever in Kolaka district Indonesia. Environ Natural Res J 16(2):1–10. https://doi.org/10.14456/ennrj.2018.10

    Article  Google Scholar 

  • Tozan Y, Sjödin H, Muñoz ÁG, Rocklöv J (2020) Transmission dynamics of dengue and chikungunya in a changing climate: do we understand the eco-evolutionary response? Expert Rev Anti Infect Ther 18(12):1187–1193. https://doi.org/10.1080/14787210.2020.1794814

    Article  CAS  Google Scholar 

  • Van Lieshout M, Kovats R, Livermore M, Martens P (2004) Climate change and malaria: analysis of the SRES climate and socio-economic scenarios. Glob Environ Chang 14(1):87–99

    Article  Google Scholar 

  • Wijaya K, Aldila D, Erandi KKWH, Fakhruddin M, Amadi M, Ganegoda N (2021) Learning from panel data of dengue incidence and meteorological factors in Jakarta, Indonesia. Stoch Environ Res Risk Assess 35:437–456

  • Xiao J, Liu T, Lin H, Zhu G, Zeng W, Li X, Zhang B, Song T, Deng A, Zhang M, Zhong H, Lin S, Rutherford S, Meng X, Zhang Y, Ma W (2018) Weather variables and the El Niño Southern Oscillation may drive the epidemics of dengue in Guangdong Province, China. Sci Total Environ 624:926–934. https://doi.org/10.1016/j.scitotenv.2017.12.200

    Article  CAS  Google Scholar 

  • Xu Z, Bambrick H, Yakob L, Devine G, Frentiu FD, Marina R, Dhewantara PW, Nusa R, Sasmono RT, Hu W (2019) Using dengue epidemics and local weather in Bali, Indonesia to predict imported dengue in Australia. Environ Res 175:213–220. https://doi.org/10.1016/j.envres.2019.05.021

    Article  CAS  Google Scholar 

  • Yushananta P, Ahyanti M (2014) Pengaruh faktor iklim dan kepadatan jentik Aedes aegypti terhadap kejadian DBD. Jurnal Kesehatan 5(1):1–10

    Google Scholar 

  • Zubaidah T (2012) Climate change impact on dengue hemorrhagic fever in Banjarbaru, South Kalimantan between 2005–2010. Jurnal BUSKI 4(2):59–65

    Google Scholar 

  • Zubaidah T, Ratodi M, Marlinae L (2016) The usage of climate information as an early warning signal for DHF incidence in Banjarbaru. South Kalimantan Vektora 8(2):99–106

    Google Scholar 

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Author notes

  1. Rina Marina, Endang Puji Astuti, and Pandji Wibawa Dhewantara equally contributed to the work.

Authors and Affiliations

  1. Vector-borne and Zoonotic Diseases Research Group, Research Center for Public Health and Nutrition, Cibinong Science Center, National Research and Innovation Agency, Jl. Raya Jakarta-Bogor KM.46, Bogor, West Java, 16915, Indonesia

    Rina Marina, Endang Puji Astuti & Pandji Wibawa Dhewantara

  2. Center for Health Services Policy, Health Policy Agency, Ministry of Health of Indonesia, Jl. Percetakan Negara No. 29, Jakarta, 10560, Indonesia

    Jusniar Ariati

  3. Research Center for Climate and Atmosphere, National Agency for Research and Innovation, Jl. Djunjunan No. 133, Bandung, 40174, Indonesia

    Athena Anwar

Authors
  1. Rina Marina
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  2. Jusniar Ariati
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  3. Athena Anwar
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  4. Endang Puji Astuti
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  5. Pandji Wibawa Dhewantara
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Contributions

Study conceptualization: RM, PWD. Methodology: RM, EPA, PWD. Formal analysis: RM, EPA, PWD. Supervision: AA, PWD. Project administration: RM, JA, AA. Data collection: RM, JA, EPA. Validation: AA, EPA, PWD. Writing (original draft): RM, PWD. Writing (review and editing): all authors.

Corresponding author

Correspondence to Rina Marina.

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Marina, R., Ariati, J., Anwar, A. et al. Climate and vector-borne diseases in Indonesia: a systematic literature review and critical appraisal of evidence. Int J Biometeorol (2022). https://doi.org/10.1007/s00484-022-02390-3

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  • DOI: https://doi.org/10.1007/s00484-022-02390-3

Keywords

  • Climate
  • Vector-borne diseases
  • Indonesia
  • Dengue
  • Malaria
  • Zika