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Examples of analysis of CESM LENS data publicly available on Amazon S3 (us-west-2 region) using xarray and dask
https://doi.org/10.26024/wt24-5j82
BSD 3-Clause "New" or "Revised" License
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[Data Request]: UVBOT, VBOT, QBOT, PRECT, TREFMXAV_U, and TREFMNAV_U fields #72

Closed zhonghua-zheng closed 3 years ago

zhonghua-zheng commented 3 years ago

I am using the CESM-LENS-AWS data for my research. However, some of the fields are missing in CESM-LENS-AWS (but they are available in Cheyenne). Could you please upload the following fields to the CESM-LENS-AWS?

"atm", "daily", "rcp85", "from 2006-01-01 to "2100-12-31"

"lnd", "daily", "rcp85", "from 2006-01-01 to 2100-12-31"

Thank you!

andersy005 commented 3 years ago

@zzheng93, the data you requested are now available on AWS and the catalog has been updated:

In [13]: import intake

In [14]: col = intake.open_esm_datastore("https://raw.githubusercontent.com/NCAR/cesm-lens-aws/main/intake-catalogs/aws-cesm1-le.json")

In [15]: col.search(variable=['UBOT', 'VBOT', 'QBOT', 'PRECT', 'TREFMXAV_U', 'TREFMNAV_U'], frequency='daily').df
Out[15]:
     variable                                          long_name component experiment  ...  units           start_time             end_time                                               path
0       PRECT  total (convective and large-scale) precipitati...       atm        20C  ...    m/s  1920-01-01 12:00:00  2005-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-20C-PRECT...
1        UBOT                      lowest model level zonal wind       atm        20C  ...    m/s  1920-01-01 12:00:00  2005-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-20C-UBOT....
2       PRECT  total (convective and large-scale) precipitati...       atm       HIST  ...    m/s  1850-01-01 12:00:00  1919-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-HIST-PREC...
3        UBOT                      lowest model level zonal wind       atm       HIST  ...    m/s  1850-01-01 12:00:00  1919-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-HIST-UBOT...
4       PRECT  total (convective and large-scale) precipitati...       atm      RCP85  ...    m/s  2006-01-01 12:00:00  2100-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-RCP85-PRE...
5        QBOT        lowest model level water vapor mixing ratio       atm      RCP85  ...  kg/kg  2006-01-01 12:00:00  2100-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-RCP85-QBO...
6        UBOT                      lowest model level zonal wind       atm      RCP85  ...    m/s  2006-01-01 12:00:00  2100-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-RCP85-UBO...
7        VBOT                 lowest model level meridional wind       atm      RCP85  ...    m/s  2006-01-01 12:00:00  2100-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-RCP85-VBO...
8  TREFMNAV_U     urban daily minimum of average 2-m temperature       lnd      RCP85  ...      K  2006-01-01 12:00:00  2101-01-01 12:00:00  s3://ncar-cesm-lens/lnd/daily/cesmLE-RCP85-TRE...
9  TREFMXAV_U     urban daily maximum of average 2-m temperature       lnd      RCP85  ...      K  2006-01-01 12:00:00  2101-01-01 12:00:00  s3://ncar-cesm-lens/lnd/daily/cesmLE-RCP85-TRE...

Please reopen if you encounter issues with the data and/or catalog.

Thank you!

jeffdlb commented 3 years ago

Thank you, Anderson!

-Jeff DLB

Jeff de La Beaujardiere, PhD Director, NCAR/CISL Information Systems Division https://staff.ucar.edu/users/jeffdlb https://orcid.org/0000-0002-1001-9210

On Sat, Feb 20, 2021 at 4:50 PM Anderson Banihirwe notifications@github.com wrote:

@zzheng93 https://github.com/zzheng93, the data you requested are now available on AWS and the catalog has been updated:

In [13]: import intake In [14]: col = intake.open_esm_datastore("https://raw.githubusercontent.com/NCAR/cesm-lens-aws/main/intake-catalogs/aws-cesm1-le.json") In [15]: col.search(variable=['UBOT', 'VBOT', 'QBOT', 'PRECT', 'TREFMXAV_U', 'TREFMNAV_U'], frequency='daily').dfOut[15]: variable long_name component experiment ... units start_time end_time path0 PRECT total (convective and large-scale) precipitati... atm 20C ... m/s 1920-01-01 12:00:00 2005-12-31 12:00:00 s3://ncar-cesm-lens/atm/daily/cesmLE-20C-PRECT...1 UBOT lowest model level zonal wind atm 20C ... m/s 1920-01-01 12:00:00 2005-12-31 12:00:00 s3://ncar-cesm-lens/atm/daily/cesmLE-20C-UBOT....2 PRECT total (convective and large-scale) precipitati... atm HIST ... m/s 1850-01-01 12:00:00 1919-12-31 12:00:00 s3://ncar-cesm-lens/atm/daily/cesmLE-HIST-PREC...3 UBOT lowest model level zonal wind atm HIST ... m/s 1850-01-01 12:00:00 1919-12-31 12:00:00 s3://ncar-cesm-lens/atm/daily/cesmLE-HIST-UBOT...4 PRECT total (convective and large-scale) precipitati... atm RCP85 ... m/s 2006-01-01 12:00:00 2100-12-31 12:00:00 s3://ncar-cesm-lens/atm/daily/cesmLE-RCP85-PRE...5 QBOT lowest model level water vapor mixing ratio atm RCP85 ... kg/kg 2006-01-01 12:00:00 2100-12-31 12:00:00 s3://ncar-cesm-lens/atm/daily/cesmLE-RCP85-QBO...6 UBOT lowest model level zonal wind atm RCP85 ... m/s 2006-01-01 12:00:00 2100-12-31 12:00:00 s3://ncar-cesm-lens/atm/daily/cesmLE-RCP85-UBO...7 VBOT lowest model level meridional wind atm RCP85 ... m/s 2006-01-01 12:00:00 2100-12-31 12:00:00 s3://ncar-cesm-lens/atm/daily/cesmLE-RCP85-VBO...8 TREFMNAV_U urban daily minimum of average 2-m temperature lnd RCP85 ... K 2006-01-01 12:00:00 2101-01-01 12:00:00 s3://ncar-cesm-lens/lnd/daily/cesmLE-RCP85-TRE...9 TREFMXAV_U urban daily maximum of average 2-m temperature lnd RCP85 ... K 2006-01-01 12:00:00 2101-01-01 12:00:00 s3://ncar-cesm-lens/lnd/daily/cesmLE-RCP85-TRE...

Please reopen if you encounter issues with the data and/or catalog.

Thank you!

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zhonghua-zheng commented 3 years ago

@zzheng93, the data you requested are now available on AWS and the catalog has been updated:

In [13]: import intake

In [14]: col = intake.open_esm_datastore("https://raw.githubusercontent.com/NCAR/cesm-lens-aws/main/intake-catalogs/aws-cesm1-le.json")

In [15]: col.search(variable=['UBOT', 'VBOT', 'QBOT', 'PRECT', 'TREFMXAV_U', 'TREFMNAV_U'], frequency='daily').df
Out[15]:
     variable                                          long_name component experiment  ...  units           start_time             end_time                                               path
0       PRECT  total (convective and large-scale) precipitati...       atm        20C  ...    m/s  1920-01-01 12:00:00  2005-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-20C-PRECT...
1        UBOT                      lowest model level zonal wind       atm        20C  ...    m/s  1920-01-01 12:00:00  2005-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-20C-UBOT....
2       PRECT  total (convective and large-scale) precipitati...       atm       HIST  ...    m/s  1850-01-01 12:00:00  1919-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-HIST-PREC...
3        UBOT                      lowest model level zonal wind       atm       HIST  ...    m/s  1850-01-01 12:00:00  1919-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-HIST-UBOT...
4       PRECT  total (convective and large-scale) precipitati...       atm      RCP85  ...    m/s  2006-01-01 12:00:00  2100-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-RCP85-PRE...
5        QBOT        lowest model level water vapor mixing ratio       atm      RCP85  ...  kg/kg  2006-01-01 12:00:00  2100-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-RCP85-QBO...
6        UBOT                      lowest model level zonal wind       atm      RCP85  ...    m/s  2006-01-01 12:00:00  2100-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-RCP85-UBO...
7        VBOT                 lowest model level meridional wind       atm      RCP85  ...    m/s  2006-01-01 12:00:00  2100-12-31 12:00:00  s3://ncar-cesm-lens/atm/daily/cesmLE-RCP85-VBO...
8  TREFMNAV_U     urban daily minimum of average 2-m temperature       lnd      RCP85  ...      K  2006-01-01 12:00:00  2101-01-01 12:00:00  s3://ncar-cesm-lens/lnd/daily/cesmLE-RCP85-TRE...
9  TREFMXAV_U     urban daily maximum of average 2-m temperature       lnd      RCP85  ...      K  2006-01-01 12:00:00  2101-01-01 12:00:00  s3://ncar-cesm-lens/lnd/daily/cesmLE-RCP85-TRE...

Please reopen if you encounter issues with the data and/or catalog.

Thank you!

Thank you very much, Anderson!