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Precipitation

US precipitation data with geographic visualizations and temporal analysis.

Precipitation Dashboard

Features

  • Geographic visualization - Precipitation patterns across the US
  • Time series - Historical precipitation trends
  • Regional analysis - Compare different areas

YAML Specification

precipitation.yaml
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config:
  title: "Precipitation Dashboard"
sources:
  rockies:
    type: intake
    shared: true
    cache_dir: cache
    catalog:
      sources:
        southern_rockies:
          driver: csv
          args:
            urlpath: 's3://datasets.holoviz.org/precipitation/v1/SRLCC_{emissions}_Precip_{model}.csv'
            csv_kwargs:
              skiprows: 3
              names: ['time', 'precip']
              parse_dates: ['time']
            storage_options:
              anon: true
pipelines:
  rockies:
    source: rockies
    table: southern_rockies
    filters:
      - type: widget
        field: model
      - type: widget
        field: model
layouts:
  - title: Southern Rockies
    pipeline: rockies
    height: 250
    facet:
      by: [model]
      layout: column
    views:
      - type: hvplot
        kind: line
        x: time
        y: precip
        by: [model, emissions]
        height: 200
        responsive: true

Run this example

Save the YAML above as precipitation.yaml and run:

lumen serve precipitation.yaml --show

Download YAML