An effort is made to understand the role of El Nino-Southern Oscillation (ENSO) and Indian Ocean Dipole (IOD) events on the malaria transmission intensity over India during the period 1951-2020 (70 years) with the help of a realistically simulated dynamical malaria model. The results suggest that the La Nina years pose a greater threat of malaria disease, especially in the densely populated Indian states. During El Nino years, the malaria transmission intensity and distribution over India greatly reduce, except in the regions such as Orissa, Chhattisgarh, Jharkhand, Western Ghats, parts of Madhya Pradesh, and Andhra Pradesh. It is found that in the positive IOD years, the malaria transmission intensity increases (decreases) over the entire central Indian region and along coastal regions of Tamil Nadu and Kerala (southern peninsular states of India and northeast India). An almost opposite behavior is seen during the negative IOD years. The malaria transmission variability over India is becoming increasingly heterogeneous in recent decades during the El Nino and La Nina years as a result of global warming. The period of 1986-2020 witnessed a substantial decrease (increase) in the malaria transmission intensity during the positive (negative) IOD years, except for a few regions of India. The implications of the results presented in the paper linking the ENSO and IOD signals with the intensity and distribution of malaria over India in a warming world are enormous, especially for the densely populated Indian states.
机构:
Sun Yat Sen Univ, Sch Atmospher Sci, Guangzhou 510275, Guangdong, Peoples R China
Sun Yat Sen Univ, Guangdong Prov Key Lab Climate Change & Nat Disas, Guangzhou 519082, Guangdong, Peoples R China
Inst Earth Climate & Environm Syst, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Atmospher Sci, Guangzhou 510275, Guangdong, Peoples R China
Yang, Song
Li, Zhenning
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Sun Yat Sen Univ, Sch Atmospher Sci, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Atmospher Sci, Guangzhou 510275, Guangdong, Peoples R China
Li, Zhenning
Yu, Jin-Yi
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机构:
Univ Calif Irvine, Dept Earth Syst Sci, Irvine, CA USASun Yat Sen Univ, Sch Atmospher Sci, Guangzhou 510275, Guangdong, Peoples R China
Yu, Jin-Yi
Hu, Xiaoming
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机构:
Sun Yat Sen Univ, Sch Atmospher Sci, Guangzhou 510275, Guangdong, Peoples R China
Sun Yat Sen Univ, Guangdong Prov Key Lab Climate Change & Nat Disas, Guangzhou 519082, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Atmospher Sci, Guangzhou 510275, Guangdong, Peoples R China
Hu, Xiaoming
Dong, Wenjie
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h-index: 0
机构:
Sun Yat Sen Univ, Sch Atmospher Sci, Guangzhou 510275, Guangdong, Peoples R China
Sun Yat Sen Univ, Guangdong Prov Key Lab Climate Change & Nat Disas, Guangzhou 519082, Guangdong, Peoples R China
Inst Earth Climate & Environm Syst, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Atmospher Sci, Guangzhou 510275, Guangdong, Peoples R China
Dong, Wenjie
He, Shan
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h-index: 0
机构:
Sun Yat Sen Univ, Sch Atmospher Sci, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Atmospher Sci, Guangzhou 510275, Guangdong, Peoples R China
机构:
Chinese Acad Sci, Ctr Monsoon Syst Res, Beijing, Peoples R China
Chinese Acad Sci, LASG, Inst Atmospher Phys, Beijing, Peoples R ChinaChinese Acad Sci, Ctr Monsoon Syst Res, Beijing, Peoples R China
Gong, Hainan
Zhou, Wen
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Sch Energy & Environm, Guy Carpenter Asia Pacific Climate Impact Ctr, Hong Kong, Peoples R China
City Univ Hong Kong, Shenzhen Res Inst, Shenzhen, Peoples R ChinaChinese Acad Sci, Ctr Monsoon Syst Res, Beijing, Peoples R China
Zhou, Wen
Chen, Wen
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h-index: 0
机构:
Chinese Acad Sci, Ctr Monsoon Syst Res, Beijing, Peoples R China
Chinese Acad Sci, LASG, Inst Atmospher Phys, Beijing, Peoples R China
Univ Chinese Acad Sci, Sch Earth Sci, Beijing, Peoples R ChinaChinese Acad Sci, Ctr Monsoon Syst Res, Beijing, Peoples R China
Chen, Wen
Wang, Lin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Ctr Monsoon Syst Res, Beijing, Peoples R China
Chinese Acad Sci, LASG, Inst Atmospher Phys, Beijing, Peoples R ChinaChinese Acad Sci, Ctr Monsoon Syst Res, Beijing, Peoples R China
Wang, Lin
Leung, Marco Y. -T.
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h-index: 0
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City Univ Hong Kong, Sch Energy & Environm, Guy Carpenter Asia Pacific Climate Impact Ctr, Hong Kong, Peoples R ChinaChinese Acad Sci, Ctr Monsoon Syst Res, Beijing, Peoples R China
Leung, Marco Y. -T.
Cheung, Paxson K. -Y.
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Sch Energy & Environm, Guy Carpenter Asia Pacific Climate Impact Ctr, Hong Kong, Peoples R ChinaChinese Acad Sci, Ctr Monsoon Syst Res, Beijing, Peoples R China
Cheung, Paxson K. -Y.
Zhang, Yue
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Sch Energy & Environm, Guy Carpenter Asia Pacific Climate Impact Ctr, Hong Kong, Peoples R ChinaChinese Acad Sci, Ctr Monsoon Syst Res, Beijing, Peoples R China
机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Qingdao Natl Lab Marine Sci & Technol QNLM, Qingdao, Peoples R China
Ctr Southern Hemisphere Oceans Res CSHOR, CSIRO Oceans & Atmosphere, Hobart, Tas, AustraliaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Cai, Wenju
Santoso, Agus
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h-index: 0
机构:
Ctr Southern Hemisphere Oceans Res CSHOR, CSIRO Oceans & Atmosphere, Hobart, Tas, Australia
Univ New South wales, Climate Change Res Ctr CCrC, Sydney, NSW, Australia
Univ New South wales, ArC Ctr excellence Climate extremes, Sydney, NSW, AustraliaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Santoso, Agus
Collins, Matthew
论文数: 0引用数: 0
h-index: 0
机构:
Univ Exeter, Coll Engn, Math & Phys Sci, Exeter, Devon, EnglandOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Collins, Matthew
Dewitte, Boris
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Estudios Avanzados Zonas Aridas CEAZA, La Serena, Chile
Univ Catolica Norte, Fac Cie Mar, Dept Biol Marina, Coquimbo, Chile
Millennium Nucl Ecol & Sustainable Managemen, Coquimbo, ChileOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Dewitte, Boris
Karamperidou, Christina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawai, Dept Atmospher Sci, Honolulu, HI USAOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Karamperidou, Christina
Kug, Jong-Seong
论文数: 0引用数: 0
h-index: 0
机构:
Pohang Univ Sci & Technol POSTECH, Div Environm Sci Engn, Pohang, South KoreaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Kug, Jong-Seong
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Lengaigne, Matthieu
McPhaden, Michael J.
论文数: 0引用数: 0
h-index: 0
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NOAA Pacific Marine Environm Lab PMEL, Seattle, WA USAOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
McPhaden, Michael J.
Stuecker, Malte F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawai, Sch Ocean & Earth Sci & Technol, Dept Oceanog & Int Pacif Res Ctr, Honolulu, HI USAOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Stuecker, Malte F.
Taschetto, Andrea S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South wales, Climate Change Res Ctr CCrC, Sydney, NSW, Australia
Univ New South wales, ArC Ctr excellence Climate extremes, Sydney, NSW, AustraliaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Taschetto, Andrea S.
Timmermann, Axel
论文数: 0引用数: 0
h-index: 0
机构:
Inst Basic Sci iBs, Ctr Climate Phys, Busan, South Korea
Pusan Natl Univ, Busan, South KoreaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Timmermann, Axel
Wu, Lixin
论文数: 0引用数: 0
h-index: 0
机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Qingdao Natl Lab Marine Sci & Technol QNLM, Qingdao, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Wu, Lixin
Yeh, Sang-Wook
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h-index: 0
机构:
Hanyang Univ, Dept Marine Sci & Convergent Technol, Ansan, South KoreaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Yeh, Sang-Wook
Wang, Guojian
论文数: 0引用数: 0
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机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Qingdao Natl Lab Marine Sci & Technol QNLM, Qingdao, Peoples R China
Ctr Southern Hemisphere Oceans Res CSHOR, CSIRO Oceans & Atmosphere, Hobart, Tas, AustraliaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Wang, Guojian
Ng, Benjamin
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h-index: 0
机构:
Ctr Southern Hemisphere Oceans Res CSHOR, CSIRO Oceans & Atmosphere, Hobart, Tas, AustraliaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Ng, Benjamin
Jia, Fan
论文数: 0引用数: 0
h-index: 0
机构:
Inst Oceanol Ctr Ocean Mega Sci, Chinese Acad Sci, Cas Key Lab Ocean Circulat & waves, Qingdao, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Jia, Fan
Yang, Yun
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Beijing Normal Univ, Coll Global Change & Earth Syst Sci, Beijing, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Yang, Yun
Ying, Jun
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h-index: 0
机构:
Second Inst Oceanog, State Key Lab Satellite Ocean Environm Dynam, Minist Nat Resources, Hangzhou, Peoples R China
Southern Marine Sci & Engn Guangdong Lab Zhuhai, Zhuhai, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Ying, Jun
Zheng, Xiao-Tong
论文数: 0引用数: 0
h-index: 0
机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Qingdao Natl Lab Marine Sci & Technol QNLM, Qingdao, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Zheng, Xiao-Tong
Bayr, Tobias
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机构:
GEOMAR Helmholtz Ctr Ocean Res, Kiel, GermanyOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Bayr, Tobias
Brown, Josephine R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Melbourne, Sch Geog, Earth & Atmosphere Sci, Parkville, Vic, AustraliaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Brown, Josephine R.
Capotondi, Antonietta
论文数: 0引用数: 0
h-index: 0
机构:
NOAA Phys Sci Lab, Boulder, CO USA
Univ Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO USAOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Capotondi, Antonietta
Cobb, Kim M.
论文数: 0引用数: 0
h-index: 0
机构:
Georgia Inst Technol, Sch Earth & Atmospher Sci, Atlanta, GA USAOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Cobb, Kim M.
Gan, Bolan
论文数: 0引用数: 0
h-index: 0
机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Qingdao Natl Lab Marine Sci & Technol QNLM, Qingdao, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Gan, Bolan
Geng, Tao
论文数: 0引用数: 0
h-index: 0
机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Geng, Tao
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机构:
Ham, Yoo-Geun
Jin, Fei-Fei
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawai, Dept Atmospher Sci, Honolulu, HI USAOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Jin, Fei-Fei
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Jo, Hyun-Su
Li, Xichen
论文数: 0引用数: 0
h-index: 0
机构:
Inst Atmospher Phys, Chinese Acad Sci, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Li, Xichen
Lin, Xiaopei
论文数: 0引用数: 0
h-index: 0
机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Qingdao Natl Lab Marine Sci & Technol QNLM, Qingdao, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Lin, Xiaopei
McGregor, Shayne
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机构:
Monash Univ, Sch earth, Atmosphere Environm, Clayton, Vic, AustraliaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
McGregor, Shayne
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Park, Jae-Heung
Stein, Karl
论文数: 0引用数: 0
h-index: 0
机构:
Inst Basic Sci iBs, Ctr Climate Phys, Busan, South Korea
Pusan Natl Univ, Busan, South KoreaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Stein, Karl
Yang, Kai
论文数: 0引用数: 0
h-index: 0
机构:
Inst Atmospher Phys, Chinese Acad Sci, State Key Lab Numer Modeling Atmospher Sci, Beijing, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Yang, Kai
Zhang, Li
论文数: 0引用数: 0
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Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Qingdao Natl Lab Marine Sci & Technol QNLM, Qingdao, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
Zhang, Li
Zhong, Wenxiu
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h-index: 0
机构:
Southern Marine Sci & Engn Guangdong Lab Zhuhai, Zhuhai, Peoples R China
Sun Yat Sen Univ, Sch Atmospher Sci & Guangdong Prov Key Lab, Guangzhou, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & earth, Qingdao, Peoples R China
机构:
Univ Sriwijaya, Grad Sch Environm Sci, Inderalaya, South Sumatra, IndonesiaUniv Sriwijaya, Grad Sch Environm Sci, Inderalaya, South Sumatra, Indonesia
Lestari, Deni Okta
Sutriyono, Edy
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h-index: 0
机构:
Univ Sriwijaya, Fac Engn, Geol Study Program, Inderalaya, South Sumatra, IndonesiaUniv Sriwijaya, Grad Sch Environm Sci, Inderalaya, South Sumatra, Indonesia
Sutriyono, Edy
Sabaruddin
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h-index: 0
机构:
Univ Sriwijaya, Fac Agr, Dept Soil Sci, Inderalaya, South Sumatra, IndonesiaUniv Sriwijaya, Grad Sch Environm Sci, Inderalaya, South Sumatra, Indonesia
Sabaruddin
Iskandar, Iskhaq
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h-index: 0
机构:
Univ Sriwijaya, Fac Math & Nat Sci, Dept Phys, Inderalaya, South Sumatra, IndonesiaUniv Sriwijaya, Grad Sch Environm Sci, Inderalaya, South Sumatra, Indonesia
机构:
Univ Melbourne, Fac Vet & Agr Sci, Parkville, Vic 3010, AustraliaUniv Melbourne, Fac Vet & Agr Sci, Parkville, Vic 3010, Australia
Jarvis, C.
Darbyshire, R.
论文数: 0引用数: 0
h-index: 0
机构:
New South Wales Dept Ind, Queanbeyan, NSW 2620, AustraliaUniv Melbourne, Fac Vet & Agr Sci, Parkville, Vic 3010, Australia
Darbyshire, R.
Eckard, R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Melbourne, Fac Vet & Agr Sci, Parkville, Vic 3010, Australia
Agr Victoria, Tatura, Vic 3616, AustraliaUniv Melbourne, Fac Vet & Agr Sci, Parkville, Vic 3010, Australia
Eckard, R.
Goodwin, I.
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h-index: 0
机构:
Agr Victoria, Tatura, Vic 3616, AustraliaUniv Melbourne, Fac Vet & Agr Sci, Parkville, Vic 3010, Australia
Goodwin, I.
Barlow, E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Melbourne, Fac Vet & Agr Sci, Parkville, Vic 3010, AustraliaUniv Melbourne, Fac Vet & Agr Sci, Parkville, Vic 3010, Australia