Lee H, Calvin K, Dasgupta D, Krinner G, Mukherji A, Thorne P, et al. 2023: Climate Change 2023: synthesis Report, summary for policymakers. Contribution of Working Groups I, II and III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. IPCC. 2023.

Epstein PR. Climate change and human health. N Engl J Med. 2005;353(14):1433–6.

Article  CAS  PubMed  Google Scholar 

Hodges M, Belle JH, Carlton EJ, Liang S, Li H, Luo W, et al. Delays in reducing waterborne and water-related infectious diseases in China under climate change. Nat Clim Chang. 2014;4(12):1109–15.

Article  PubMed  PubMed Central  Google Scholar 

Yi L, Xu X, Ge W, Xue H, Li J, Li D, et al. The impact of climate variability on infectious disease transmission in China: current knowledge and further directions. Environ Res. 2019;173:255–61.

Article  CAS  PubMed  Google Scholar 

Cai W, Santoso A, Wang G, Yeh S-W, An S-I, Cobb KM, et al. ENSO and greenhouse warming. Nat Clim Chang. 2015;5(9):849–59.

Article  Google Scholar 

McPhaden MJ, Zebiak SE, Glantz MH. ENSO as an integrating concept in earth science. Science. 2006;314(5806):1740–5.

Article  CAS  PubMed  Google Scholar 

Legler DM, Bryant KJ, O’brien JJ. Impact of ENSO-related climate anomalies on crop yields in the US. Clim Change. 1999;42(351):75.

Google Scholar 

Liu Y, Cai W, Lin X, Li Z, Zhang Y. Nonlinear El Niño impacts on the global economy under climate change. Nat Commun. 2023;14(1):5887.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Hsiang SM, Meng KC, Cane MA. Civil conflicts are associated with the global climate. Nature. 2011;476(7361):438–41.

Article  CAS  PubMed  Google Scholar 

Fisman DN, Tuite AR, Brown KA. Impact of El Niño Southern Oscillation on infectious disease hospitalization risk in the United States. Proc Natl Acad Sci. 2016;113(51):14589–94.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Semenza JC, Paz S. Climate change and infectious disease in Europe: impact, projection and adaptation. Lancet Reg Health-Europe. 2021;9:100238.

Google Scholar 

Wu X, Lu Y, Zhou S, Chen L, Xu B. Impact of climate change on human infectious diseases: empirical evidence and human adaptation. Environ Int. 2016;86:14–23.

Article  PubMed  Google Scholar 

Timmermann A, An S-I, Kug J-S, Jin F-F, Cai W, Capotondi A, et al. El Niño–southern oscillation complexity. Nature. 2018;559(7715):535–45.

Article  CAS  PubMed  Google Scholar 

Xiao J, Liu T, Lin H, Zhu G, Zeng W, Li X, et al. Weather variables and the El Nino Southern Oscillation may drive the epidemics of dengue in Guangdong Province China. Sci Total Environ. 2018;624:926–34.

Article  CAS  PubMed  Google Scholar 

Poveda G, Rojas W, Quiñones ML, Vélez ID, Mantilla RI, Ruiz D, et al. Coupling between annual and ENSO timescales in the malaria-climate association in Colombia. Environ Health Perspect. 2001;109(5):489–93.

CAS  PubMed  PubMed Central  Google Scholar 

Pascual M, Rodó X, Ellner SP, Colwell R, Bouma MJ. Cholera dynamics and El Nino-southern oscillation. Science. 2000;289(5485):1766–9.

Article  CAS  PubMed  Google Scholar 

Adams N, Dhimal M, Mathews S, Iyer V, Murtugudde R, Liang X-Z, et al. El Niño Southern Oscillation, monsoon anomaly, and childhood diarrheal disease morbidity in Nepal. PNAS nexus. 2022;1(2):pgca032.

Article  Google Scholar 

Alexander KA, Heaney AK, Shaman J. Hydrometeorology and flood pulse dynamics drive diarrheal disease outbreaks and increase vulnerability to climate change in surface-water-dependent populations: a retrospective analysis. PLoS Med. 2018;15(11): e1002688.

Article  PubMed  PubMed Central  Google Scholar 

Wu X, Liu J, Li C, Yin J. Impact of climate change on dysentery: scientific evidences, uncertainty, modeling and projections. Sci Total Environ. 2020;714: 136702.

Article  CAS  PubMed  Google Scholar 

Zhang Y, Bi P, Wang G, Hiller JE. El nino southern oscillation (Enso) and dysentery in Shandong Province China. Environ Res. 2007;103(1):117–20.

Article  CAS  PubMed  Google Scholar 

Zhang X, Gu X, Wang L, Zhou Y, Huang Z, Xu C, et al. Spatiotemporal variations in the incidence of bacillary dysentery and long-term effects associated with meteorological and socioeconomic factors in China from 2013 to 2017. Sci Total Environ. 2021;755: 142626.

Article  CAS  PubMed  Google Scholar 

Wolf J, Prüss-Ustün A, Cumming O, Bartram J, Bonjour S, Cairncross S, et al. Systematic review: assessing the impact of drinking water and sanitation on diarrhoeal disease in low-and middle-income settings: systematic review and meta-regression. Trop Med Int Health. 2014;19(8):928–42.

Article  PubMed  Google Scholar 

Li X, Zhang K, Gu P, Feng H, Yin Y, Chen W, et al. Changes in precipitation extremes in the Yangtze river basin during 1960–2019 and the association with global warming, ENSO, and local effects. Sci Total Environ. 2021;760: 144244.

Article  CAS  PubMed  Google Scholar 

Yu J, Zhao L, Liang X-Z, Ho HC, Hashizume M, Huang C. The mediatory role of water quality on the association between extreme precipitation events and infectious diarrhea in the Yangtze River Basin China. Fundam Res. 2024;4(3):495–504.

Article  CAS  PubMed  Google Scholar 

Chen J, Wu X, Finlayson BL, Webber M, Wei T, Li M, et al. Variability and trend in the hydrology of the Yangtze river, China: annual precipitation and runoff. J Hydrol. 2014;513:403–12.

Article  Google Scholar 

Chen Y, Zhang S, Huang D, Li B-L, Liu J, Liu W, et al. The development of China’s Yangtze river economic belt: how to make it in a green way. Sci Bullet. 2017;62(9):648–51.

Article  Google Scholar 

Wang J, Gao B, Stein A. The spatial statistic trinity: a generic framework for spatial sampling and inference. Environ Modell Softw. 2020;134: 104835.

Article  Google Scholar 

National Oceanic and Atmospheric Administration. Equatorial Pacific Sea surface temperatures. https://www.ncdc.noaa.gov/teleconnections/enso/indicators/sst. Accessed 15 November 2023.

China Meteorological Administration. Identification method for El Nino/La Nina events. https://openstd.samr.gov.cn/bzgk/gb/newGbInfo?hcno=3E48085ABB8432F46774F96A1413CC38. Accessed 1 November 2023.

Wu X, Fu Z, Deng G, Zhou J. Analysis on the operational status of direct network report system for infectious diseases. Appl Prev Med. 2013;1:26–8.

Google Scholar 

National Health Commission. Diagnostic criteria for bacillary and amoebic dysentery. http://www.nhc.gov.cn/wjw/s9491/200802/39040/files/9c939b0b5de04a14be37e02421adc661.pdf. Accessed 12 November 2023.

Oses N, Azpiroz I, Marchi S, Guidotti D, Quartulli M, Olaizola IG. Analysis of copernicus’ era5 climate reanalysis data as a replacement for weather station temperature measurements in machine learning models for olive phenology phase prediction. Sensors. 2020;20(21):6381.

Article  PubMed  PubMed Central  Google Scholar 

Wang J-F, Zhang T-L, Fu B-J. A measure of spatial stratified heterogeneity. Ecol Ind. 2016;67:250–6.

Article  Google Scholar 

Wang J, Xu CD. Geodetector: principle and prospective. Acta Geogr Sin. 2017;72(1):116–34 ((in Chinese)).

Google Scholar 

Wang JF, Li XH, Christakos G, Liao YL, Zhang T, Gu X, et al. Geographical detectors-based health risk assessment and its application in the neural tube defects study of the Heshun Region, China. Int J Geogr Inf Sci. 2010;24(1):107–27.

Article  CAS  Google Scholar 

Lee D, Chang HH, Sarnat SE, Levy K. Precipitation and salmonellosis incidence in Georgia, USA: interactions between extreme rainfall events and antecedent rainfall conditions. Environ Health Perspect. 2019;127(9): 097005.

Article  PubMed  PubMed Central  Google Scholar 

Anttila-Hughes JK, Jina AS, McCord GC. ENSO impacts child undernutrition in the global tropics. Nat Commun. 2021;12(1):5785.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Heaney AK, Shaman J, Alexander KA. El Niño-Southern oscillation and under-5 diarrhea in Botswana. Nat Commun. 2019;10(1):5798.