Table · dataset · 2026
<b>Meteorological, seasonal, and geographic associations with daily reported dengue cases across Bangladesh's eight divisions.</b>
Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.34041486.v1
<p dir="ltr">We analyzed 483,715 dengue cases reported across Bangladesh's eight divisions, using 8,768 division-days from January 2022 to December 2024.
Description
We linked the daily counts to temperature, rainfall, humidity and sunshine from the Bangladesh Meteorological Department.</p><p dir="ltr">Our main model was negative binomial regression. We then tested the results with three other methods: generalized estimating equations, zero-inflated negative binomial regression, and Poisson regression with Driscoll-Kraay errors.
We also ran a distributed-lag model for temperature.</p><p dir="ltr">Temperature was the only weather factor with a robust link. Cases were lower at cooler temperatures and somewhat lower again at the highest temperatures. A 28-day lag fitted best, and a 14-day lag was almost as good.
Read the rest (2 more)
Humidity looked positive in standard models but lost support once we allowed for correlation between neighboring days. Rainfall and sunshine showed no robust link.</p><p dir="ltr">The findings are ecological. They rest on three years, and 2023 accounts for two-thirds of all cases.
The data are reported counts without population denominators. The results do not support fixed weather-threshold alerts.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34041486.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
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Provenance · 11 source records, 76 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34041486 | 6 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/34041486 | 6 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/34041486 | 6 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/34041486 | 6 d ago | JSON v1 |
| Swinburne Figshare | oai:figshare.com:article/34041486 | 6 d ago | JSON v1 |
| DaYta Ya Rona | oai:figshare.com:article/34041486 | 6 d ago | JSON v1 |
| SUNScholarData | oai:figshare.com:article/34041486 | 6 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34041486 | 5 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34041486 | 5 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34041486 | 5 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34041486 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:420310 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Health surveillance'] |
| concepts[field].anzsrc:field:420310 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Health surveillance'] |
| concepts[field].anzsrc:field:420310 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Health surveillance'] |
| concepts[field].anzsrc:field:420310 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Health surveillance'] |
| concepts[field].anzsrc:field:420310 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Health surveillance'] |
| concepts[field].anzsrc:field:420310 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Health surveillance'] |
| concepts[field].anzsrc:field:420310 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Health surveillance'] |
| concepts[field].anzsrc:field:420310 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Health surveillance'] |
| concepts[field].anzsrc:field:420310 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Health surveillance'] |
| concepts[field].anzsrc:field:420310 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Health surveillance'] |
| concepts[field].anzsrc:field:420310 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Health surveillance'] |
| concepts[field].anzsrc:field:420311 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Health systems'] |
| concepts[field].anzsrc:field:420311 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Health systems'] |
| concepts[field].anzsrc:field:420311 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Health systems'] |
| concepts[field].anzsrc:field:420311 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Health systems'] |
| concepts[field].anzsrc:field:420311 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Health systems'] |
| concepts[field].anzsrc:field:420311 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Health systems'] |
| concepts[field].anzsrc:field:420311 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Health systems'] |
| concepts[field].anzsrc:field:420311 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Health systems'] |
| concepts[field].anzsrc:field:420311 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Health systems'] |
| concepts[field].anzsrc:field:420311 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Health systems'] |
| concepts[field].anzsrc:field:420311 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Health systems'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |