Modelling spatiotemporal patterns of visceral leishmaniasis incidence in two endemic states in India using environment, bioclimatic and demographic data, 2013–2022

Swaminathan Subramanian; Rajendran Uma Maheswari; Gopalakrishnan Prabavathy; Mashroor Ahmad Khan; Balan Brindha; Adinarayanan Srividya; Ashwani Kumar; Manju Rahi; Emily S. Nightingale; Graham F. Medley; Mary M. Cameron; Nupur Roy; Purushothaman Jambulingam

doi:10.1371/journal.pntd.0011946

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Open Access

Peer-reviewed

Research Article

Modelling spatiotemporal patterns of visceral leishmaniasis incidence in two endemic states in India using environment, bioclimatic and demographic data, 2013–2022

Swaminathan Subramanian ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: ssubra@yahoo.com

Affiliation ICMR-Vector Control Research Centre, Indira Nagar, Puducherry, India

https://orcid.org/0000-0003-0804-0763

⨯
Rajendran Uma Maheswari ,

Contributed equally to this work with: Rajendran Uma Maheswari, Gopalakrishnan Prabavathy, Mashroor Ahmad Khan

Roles Data curation, Formal analysis, Software, Visualization, Writing – review & editing

Affiliation ICMR-Vector Control Research Centre, Indira Nagar, Puducherry, India
⨯
Gopalakrishnan Prabavathy ,

Contributed equally to this work with: Rajendran Uma Maheswari, Gopalakrishnan Prabavathy, Mashroor Ahmad Khan

Roles Data curation, Formal analysis, Software, Visualization, Writing – review & editing

Affiliation ICMR-Vector Control Research Centre, Indira Nagar, Puducherry, India
⨯
Mashroor Ahmad Khan ,

Contributed equally to this work with: Rajendran Uma Maheswari, Gopalakrishnan Prabavathy, Mashroor Ahmad Khan

Roles Data curation, Formal analysis, Software, Visualization, Writing – review & editing

Affiliation ICMR-Vector Control Research Centre, Indira Nagar, Puducherry, India
⨯
Balan Brindha,

Roles Data curation, Formal analysis, Visualization, Writing – review & editing

Affiliation ICMR-Vector Control Research Centre, Indira Nagar, Puducherry, India
⨯
Adinarayanan Srividya,

Roles Validation, Visualization, Writing – review & editing

Affiliation ICMR-Vector Control Research Centre, Indira Nagar, Puducherry, India
⨯
Ashwani Kumar,

Roles Funding acquisition, Project administration, Writing – review & editing

Affiliation ICMR-Vector Control Research Centre, Indira Nagar, Puducherry, India
⨯
Manju Rahi,

Roles Funding acquisition, Project administration, Writing – review & editing

Affiliations ICMR-Vector Control Research Centre, Indira Nagar, Puducherry, India, Division of Epidemiology and Communicable Diseases, Indian Council of Medical Research, New Delhi, India
⨯
Emily S. Nightingale,

Roles Data curation, Writing – review & editing

Affiliation Centre for Mathematical Modelling of Infectious Disease and Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
⨯
Graham F. Medley,

Roles Writing – review & editing

Affiliation Centre for Mathematical Modelling of Infectious Disease and Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
⨯
Mary M. Cameron,

Roles Funding acquisition, Project administration, Writing – review & editing

Affiliation Department of Disease Control, London School of Hygiene and Tropical Medicine, London, United Kingdom
⨯
Nupur Roy,

Roles Data curation, Writing – review & editing

Affiliation National Centre for Vector-Borne Diseases Control, Ministry of Health and Family Welfare, Government of India, New Delhi
⨯
Purushothaman Jambulingam

Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing

Affiliation ICMR-Vector Control Research Centre, Indira Nagar, Puducherry, India
⨯

Modelling spatiotemporal patterns of visceral leishmaniasis incidence in two endemic states in India using environment, bioclimatic and demographic data, 2013–2022

Swaminathan Subramanian,
Rajendran Uma Maheswari,
Gopalakrishnan Prabavathy,
Mashroor Ahmad Khan,
Balan Brindha,
Adinarayanan Srividya,
Ashwani Kumar,
Manju Rahi,
Emily S. Nightingale,
Graham F. Medley

Published: February 5, 2024
https://doi.org/10.1371/journal.pntd.0011946

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