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| Code Block |
|---|
Unnamed: 0_x hour_updated p01m valid tmpf Unnamed: 0_y agency_cd site_no datetime tz_cd 69512_00060 69512_00060_cd cfs 5.0 2014-01-01 06:00:00+00:00 0.0 2014-01-01 05:58 28.94 5.0 USGS 1491000 2014-01-01 06:00:00+00:00 EST 418 A 418.0 |
hour_updated: is the weather station time converted to UTC time.
datetime: the USGS datetime (which has also been converted to UTC)
p01m: is the precipitation in millimeters
valid:
tmpf: temperature in fahrenheit
tz_cd: The original time zone
agency_cd: The code of the USGS agency in charge (not really helpful)
River flow information
Some rivers are dam and fed whereas others are entirely based on natural flows. Additionally some rivers have had alterations to the way they measure flows.
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Data is currently stored in Google Cloud Buckets
gsutil cp gs://predict_cfs aistream-datasets/day_addition.
Dataset Versions and Planned Updates
V.1.0: Released 9/2/20: River flow data, precipitation data, and station distance, latitude/lon meta-data. This can be found at gs://aistream-datasets/day_addition
V.1.1: Planned In Progress 1/20/20: Adding soil depth meta-data, yearly mean, humidity, and slope data. Adding 2019-2020 for scraped river dataExpanding data to include additional years 2000-2020. Including additional USGS gage data where available such as height, sediment, etc. Finalizing a cleaned up subset to post to Kaggle.
V.1.2 Planned TBD: Adding aerial imagery of river basins and data from 2000-2014 + finalizing flash flood linkage. v.
V.2.0 Adding soil depth data, meta-data, yearly mean, humidity, and slope data.