SubX Verification Anomalies

Load in Python

from intake import open_catalog

cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/rmm_anoms.daily.yaml")
ds=cat.netcdf.read()

Metadata

title	SubX Verification Anomalies
location	/shared/subx/verif/rmm/daily/anoms/RMM
tags	verif,model,daily
catalog_dir	https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/rmm_anoms.daily.yaml
last updated	2017-12-07

Dataset Contents

<xarray.Dataset>
Dimensions:  (lat: 1, lon: 1, time: 279405)
Coordinates:
  * lat      (lat) float32 90.0
  * lon      (lon) float32 0.0
  * time     (time) float64 1.0 2.0 3.0 4.0 5.0 6.0 ... 41.0 42.0 43.0 44.0 45.0
Data variables:
    rmm1     (time, lat, lon) float32 dask.array<chunksize=(45, 1, 1), meta=np.ndarray>
    rmm2     (time, lat, lon) float32 dask.array<chunksize=(45, 1, 1), meta=np.ndarray>
Attributes:
    title:         SubX Verification Anomalies
    long_title:    SubX Verification Anomalies
    comments:      SubX project http://cola.gmu.edu/~kpegion/subx/
    institution:   IRI
    source:        SubX IRI
    CreationDate:  2017/12/07 17:44:36
    CreatedBy:     kpegion
    MatlabSource:  calcAnomsverifRMM

xarray.Dataset

Dimensions:
- lat: 1
- lon: 1
- time: 279405
Coordinates: (3)
- lat
  (lat)
  float32
  90.0
  standard_name :
  latitude
  long_name :
  latitude
  units :
  degrees_north
```
array([90.], dtype=float32)
```
- lon
  (lon)
  float32
  0.0
  standard_name :
  longitude
  long_name :
  longitude
  units :
  degrees_east
```
array([0.], dtype=float32)
```
- time
  (time)
  float64
  1.0 2.0 3.0 4.0 ... 43.0 44.0 45.0
  standard_name :
  time
  long_name :
  Time of measurements
  units :
  days since 1960-01-01
```
array([ 1.,  2.,  3., ..., 43., 44., 45.])
```

Data variables: (2)

rmm1

(time, lat, lon)

float32

dask.array<chunksize=(45, 1, 1), meta=np.ndarray>

name :: rmm1
long_name :: rmm1
units :: unitless

	Array	Chunk
Bytes	1.12 MB	180 B
Shape	(279405, 1, 1)	(45, 1, 1)
Count	18627 Tasks	6209 Chunks
Type	float32	numpy.ndarray

rmm2

(time, lat, lon)

float32

dask.array<chunksize=(45, 1, 1), meta=np.ndarray>

name :: rmm2
long_name :: rmm2
units :: unitless

	Array	Chunk
Bytes	1.12 MB	180 B
Shape	(279405, 1, 1)	(45, 1, 1)
Count	18627 Tasks	6209 Chunks
Type	float32	numpy.ndarray

Attributes: (8)
title :
SubX Verification Anomalies
long_title :
SubX Verification Anomalies
comments :
SubX project http://cola.gmu.edu/~kpegion/subx/
institution :
IRI
source :
SubX IRI
CreationDate :
2017/12/07 17:44:36
CreatedBy :
kpegion
MatlabSource :
calcAnomsverifRMM