Data · dataset · 2025
SIMCAST Spatial: A Python Pipeline for Gridded Climate Processing, Point Masking, and Distributed Late Blight Modeling
Listed in International Potato Center
This dataset contains SIMCAST Spatial, a Python-only pipeline for spatial late blight modeling that processes gridded climate datasets and runs the SIMCAST model on a point grid at scale using Dask Distributed.
Description
The workflow supports: (1) resampling precipitation NetCDF rasters to a target grid, (2) masking/extracting monthly NetCDF values onto a point grid and writing monthly Parquet files, (3) running SIMCAST per point/season to produce per-region/year results and optional application (APP) rasters, (4) generating BU/FU raster summaries and an “all lands” animation, and (5) optional trend significance analysis (OLS over years) for APP/ABU/AFU.
The pipeline is configured and executed via main.py and config.py, and is currently tuned to a Peru potato-zoning workflow but intended to be reusable by passing paths and resource settings. This deposit includes only software; input data (NetCDFs, point grids) are provided by the user and are not included.
Links
Where it is published
- Dataverse dataset page data.cipotato.org/dataset.xhtml?persistentId=doi%3A10.21223%2FP3%2FJ37CJB ↗
landing page · from data cipotato org
- DOI doi.org/10.21223/p3/j37cjb ↗
DOI / persistent id · from data cipotato org
Catalogue records · 1
- Dataverse API data.cipotato.org/api/datasets/:persistentId/?persistentId=doi%3A10.21223%2FP3%2… ↗
metadata API · from data cipotato org
Topics
- Stated by source
- Agricultural Sciences · Computer and Information Science
- From keywords
- Life Sciences · Medicine & Health · Ocean & Atmospheric Science
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| International Potato Center | doi:10.21223/P3/J37CJB | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].dataverse_subject:agricultural-sciences | source · data cipotato org | connector:data_cipotato_org@1.0.0 | /subjects |
| concepts[field].dataverse_subject:computer-and-information-science | source · data cipotato org | connector:data_cipotato_org@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · data cipotato org | connector:data_cipotato_org@1.0.0 | /subjects |
| concepts[field].local:field:medicine-health | mapping · data cipotato org | connector:data_cipotato_org@1.0.0 | /subjects |
| concepts[field].local:field:ocean-atmospheric | mapping · data cipotato org | connector:data_cipotato_org@1.0.0 | /subjects |
| created_date | source · data cipotato org | connector:data_cipotato_org@1.0.0 | |
| description | source · data cipotato org | connector:data_cipotato_org@1.0.0 | /description |
| publication_date | source · data cipotato org | connector:data_cipotato_org@1.0.0 | |
| title | source · data cipotato org | connector:data_cipotato_org@1.0.0 | /name |
| updated_date | source · data cipotato org | connector:data_cipotato_org@1.0.0 | |
| version_label | source · data cipotato org | connector:data_cipotato_org@1.0.0 |