Data · dataset · 2023
India DroughtSet: A village-level drought dataset for the past 43 years
Listed in DANS Data Station Physical and Technical Sciences and ODISSEI Portal — shown once because both records carry DOI 10.17026/dans-xft-eprj
This database consists of a high-resolution village-level drought dataset for major Indian states for the past 43 years (1981 – 2022) for each month.
Description
It was created by utilising the CHIRPS precipitation and GLEAM evapotranspiration datasets. GLEAMS dataset based on the well recognised Priestley-Taylor equation to estimate potential evapotranspiration (PET) based on observations of surface net radiation and near-surface air temperature.
The SPEI was calculated for spatial grids of 5x5 km for the SPEI 3-month time scale, suitable for agricultural drought monitoring. This high-resolution SPEI dataset was integrated with Indian village boundaries and associated census attribute dataset. This allows researchers to perform multi-disciplinary investigations, e.g., climate migration modelling, drought hazards, and exposure assessment.
Read the rest (2 more)
The development of the dataset has been performed while keeping potential users in mind. Therefore, the dataset can be integrated into a GIS system for visualization (using .mid/.mif format) and into Python programming for modelling and analysis (using .csv). For advanced analysis, I have also provided it in netCDF format, which can be read in Python using xarray or the netcdf4 library.
More details are in the README.pdf file. Date Submitted: 2023-11-07 Issued: 2023-11-07
Links
Where it is published
- Dataverse dataset page phys-techsciences.datastations.nl/dataset.xhtml?persistentId=doi%3A10.17026%2FDANS-XFT-EPRJ ↗
landing page · from phys techsciences datastations nl
- Dataverse dataset page portal.odissei.nl/dataset.xhtml?persistentId=doi%3A10.17026%2FDANS-XFT-EPRJ ↗
landing page · from portal odissei nl
- DOI doi.org/10.17026/dans-xft-eprj ↗
DOI / persistent id · from phys techsciences datastations nl
Catalogue records · 2
- Dataverse API phys-techsciences.datastations.nl/api/datasets/:persistentId/?persistentId=doi%3A10.17026%2FDANS… ↗
metadata API · from phys techsciences datastations nl
- Dataverse API portal.odissei.nl/api/datasets/:persistentId/?persistentId=doi%3A10.17026%2FDANS… ↗
metadata API · from portal odissei nl
Topics
- Stated by source
- Agricultural Sciences · Agricultural Sciences · Earth and Environmental Sciences · Earth and Environmental Sciences · Social Sciences · Social Sciences
- From keywords
- Earth & Environmental Science · Earth & Environmental Science · Life Sciences · Life Sciences · Social Science · Social Science
Provenance · 2 source records, 18 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DANS Data Station Physical and Technical Sciences | doi:10.17026/DANS-XFT-EPRJ | 12 d ago | JSON v1 |
| ODISSEI Portal | doi:10.17026/DANS-XFT-EPRJ | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].dataverse_subject:agricultural-sciences | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| concepts[field].dataverse_subject:agricultural-sciences | source · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].dataverse_subject:earth-and-environmental-sciences | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| concepts[field].dataverse_subject:earth-and-environmental-sciences | source · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].dataverse_subject:social-sciences | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| concepts[field].dataverse_subject:social-sciences | source · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].local:field:earth-environmental | mapping · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| concepts[field].local:field:earth-environmental | mapping · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| created_date | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | |
| description | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /description |
| publication_date | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | |
| title | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /name |
| updated_date | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | |
| version_label | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 |