spatialweathergenerator
Science Score: 57.0%
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○Scientific vocabulary similarity
Low similarity (3.1%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: UF-CRS
- Language: Python
- Default Branch: main
- Size: 6.12 MB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
Spatial Stochastic Weather Generator
Generate regional preciptitation, temperature, and solar radiation data that is spatially correlated.
Calibrates on NASA POWER
Usage
```python import datetime as dt import geopandas as gpd import sgen
Regional geometry in WGS84 projection
region = gpd.read_file('region.geojson').geometry[0]
Builds generator at 0.5 deg resolution and calibrates on NASA POWER historical archive.
generator = sgen.buildspatialweather_generator(region)
startdate = dt.date(2020, 1, 1) numdays = 2000
Outputs xarray on region in WGS84 projection with daily ppt, max and min temp, and srad
on a 0.5 deg grid
generatedweather = generator.simulateweather(startdate, numdays)
```
Citations
Based on the following papers by Wilks:
Multisite generalization of a daily stochastic precipitation generation model (1998) DOI: 10.1016/S0022-1694(98)00186-3
Simultaneous stochastic simulation of daily precipitation, temperature and solar radiation at multiple sites in complex terrain (1999) DOI: 10.1016/S0168-1923(99)00037-4
Citation (CITATION.cff)
# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!
cff-version: 1.2.0
title: Spatial Stochastic Weather Generator
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: George
family-names: Worrall
email: gworrall@ufl.edu
affiliation: University of Florida
orcid: 'https://orcid.org/0000-0002-3885-4795'