J Michael Johnson
NOAA-Affiliate;Lynker
Recent Activity
ABSTRACT:
Hydrofabric artifacts are needed to execute the NOAA Next Generation (NextGen) Water Resource Modeling framework. This resource contains the outlinks needed to access this data for research and development. The primary landing page for these resources can be found at https://noaa-owp.github.io/hydrofabric/ with detailed documentation of the geopackage contents at https://noaa-owp.github.io/hydrofabric/schema.html.
ABSTRACT:
This data release provides the reanalysis streamflow data from versions 1.2, 2.0, and 2.1 of the National Water Model structured for timeseries extraction. The impact of this is that user can query time series for a given NHDPlusV2 COMID without downloading the hourly CONUS files and extracting the sample of relevant values.
The data is hosted on the RENCI THREDDS Data Server and is accessible via OPeNDAP at athe follwoing URLs:
Version 1.2
(https://thredds.hydroshare.org/thredds/catalog/nwm/retrospective/catalog.html?dataset=NWM_Retrospective/nwm_retro_full.ncml)
- Spans 1993-01-01 00:00:00 to 2017-12-31 23:00:00
- Contains 219,144 hourly time steps for
- 2,729,077 NHD reaches
Version 2.0
(https://thredds.hydroshare.org/thredds/catalog/nwm/retrospective/catalog.html?dataset=NWM_Retrospective/nwm_v2_retro_full.ncml)
- Spans 1993-01-01 00:00:00 to 2018-12-31 00:00:00
- Contains 227,903 hourly time steps for
- 2,729,076 NHD reaches
Version 2.1
(https://thredds.hydroshare.org/thredds/catalog/nwm/retrospective/catalog.html?dataset=NWM_Retrospective/nwm_v2_retro_full.ncml)
- Spans 1979-02-02 18:00:00 to 2020-12-31 00:00:00
- Contains 227,903 hourly time steps for
- 2,729,076 NHD reaches
Raw Data
(https://registry.opendata.aws/nwm-archive/)
- 227,000+ hourly netCDF files (depending on version)
ABSTRACT:
These files contain a curated set NHDPlusV2 flowline and 'Value Added Attributes' in tabular form for easier attribute based analysis and query. They were taken from national seamless geodatabase provided by the EPA. Utilities for access have been built into the USGS-nhdplusTools package and the parquet file is intended to support Python users directly.
``` r
install.package(nhdplusTools)
library(nhdplusTools)
get_vaa("slope")
comid slope
1 8318793 0.06083397
2 8318787 0.09534391
3 8318775 0.11273792
4 8318785 0.15142342
5 8318789 0.16246142
6 8318801 0.10504926
```
Roughness estimates have been added following the details in the README.md below.
ABSTRACT:
The file contains some station data used in a UCSB project for mapping station locations.
ABSTRACT:
This data release provides the reanalysis streamflow data from versions 1.2 and 2.0 of the National Water Model structured for feature level extraction. The impact of this is that user can query time series for a given NHDPlusV2 COMID without downloading the hourly CONUS files and extracting the sample of relevant values.
The data is hosted on the RENCI THREDDS Data Server and is accessible via OPeNDAP at athe follwoing URLs:
Version 1.2
(http://thredds.hydroshare.org/thredds/dodsC/nwm_retrospective/nwm_retro_full.ncml.html)
- Spans 1993-01-01 to 2017-12-31
- Contains 219,144 hourly time steps for
- 2729077 NHD reaches
Version 2.0
(http://thredds.hydroshare.org/thredds/dodsC/nwm_retrospective/nwm_v2_retro_full.ncml.html)
- Spans 1993-01-01 to 2018-12-31
- Contains 227,903 hourly time steps for
- 2,729,076 NHD reaches
Raw Data
(https://registry.opendata.aws/nwm-archive/)
- 227,000+ hourly netCDF files (depending on version)
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ABSTRACT:
Testing compiled HAND raster for ufokn query.

ABSTRACT:
Testing resource for thredds access

Created: July 14, 2020, 11:31 p.m.
Authors: Johnson, Mike · Blodgett, David
ABSTRACT:
This data release provides the reanalysis streamflow data from versions 1.2 and 2.0 of the National Water Model structured for feature level extraction. The impact of this is that user can query time series for a given NHDPlusV2 COMID without downloading the hourly CONUS files and extracting the sample of relevant values.
The data is hosted on the RENCI THREDDS Data Server and is accessible via OPeNDAP at athe follwoing URLs:
Version 1.2
(http://thredds.hydroshare.org/thredds/dodsC/nwm_retrospective/nwm_retro_full.ncml.html)
- Spans 1993-01-01 to 2017-12-31
- Contains 219,144 hourly time steps for
- 2729077 NHD reaches
Version 2.0
(http://thredds.hydroshare.org/thredds/dodsC/nwm_retrospective/nwm_v2_retro_full.ncml.html)
- Spans 1993-01-01 to 2018-12-31
- Contains 227,903 hourly time steps for
- 2,729,076 NHD reaches
Raw Data
(https://registry.opendata.aws/nwm-archive/)
- 227,000+ hourly netCDF files (depending on version)

Created: Sept. 8, 2020, 6:46 a.m.
Authors: Turner, Will · Johnson, J Michael · Will Turner
ABSTRACT:
The file contains some station data used in a UCSB project for mapping station locations.

Created: Nov. 11, 2020, 1:48 a.m.
Authors: Johnson, J Michael
ABSTRACT:
These files contain a curated set NHDPlusV2 flowline and 'Value Added Attributes' in tabular form for easier attribute based analysis and query. They were taken from national seamless geodatabase provided by the EPA. Utilities for access have been built into the USGS-nhdplusTools package and the parquet file is intended to support Python users directly.
``` r
install.package(nhdplusTools)
library(nhdplusTools)
get_vaa("slope")
comid slope
1 8318793 0.06083397
2 8318787 0.09534391
3 8318775 0.11273792
4 8318785 0.15142342
5 8318789 0.16246142
6 8318801 0.10504926
```
Roughness estimates have been added following the details in the README.md below.

Created: May 6, 2021, 12:12 a.m.
Authors: Johnson, Mike · Blodgett, David
ABSTRACT:
This data release provides the reanalysis streamflow data from versions 1.2, 2.0, and 2.1 of the National Water Model structured for timeseries extraction. The impact of this is that user can query time series for a given NHDPlusV2 COMID without downloading the hourly CONUS files and extracting the sample of relevant values.
The data is hosted on the RENCI THREDDS Data Server and is accessible via OPeNDAP at athe follwoing URLs:
Version 1.2
(https://thredds.hydroshare.org/thredds/catalog/nwm/retrospective/catalog.html?dataset=NWM_Retrospective/nwm_retro_full.ncml)
- Spans 1993-01-01 00:00:00 to 2017-12-31 23:00:00
- Contains 219,144 hourly time steps for
- 2,729,077 NHD reaches
Version 2.0
(https://thredds.hydroshare.org/thredds/catalog/nwm/retrospective/catalog.html?dataset=NWM_Retrospective/nwm_v2_retro_full.ncml)
- Spans 1993-01-01 00:00:00 to 2018-12-31 00:00:00
- Contains 227,903 hourly time steps for
- 2,729,076 NHD reaches
Version 2.1
(https://thredds.hydroshare.org/thredds/catalog/nwm/retrospective/catalog.html?dataset=NWM_Retrospective/nwm_v2_retro_full.ncml)
- Spans 1979-02-02 18:00:00 to 2020-12-31 00:00:00
- Contains 227,903 hourly time steps for
- 2,729,076 NHD reaches
Raw Data
(https://registry.opendata.aws/nwm-archive/)
- 227,000+ hourly netCDF files (depending on version)

Created: Sept. 6, 2022, 8:19 p.m.
Authors: Johnson, J Michael
ABSTRACT:
Hydrofabric artifacts are needed to execute the NOAA Next Generation (NextGen) Water Resource Modeling framework. This resource contains the outlinks needed to access this data for research and development. The primary landing page for these resources can be found at https://noaa-owp.github.io/hydrofabric/ with detailed documentation of the geopackage contents at https://noaa-owp.github.io/hydrofabric/schema.html.