By: Eric Luebehusen , Agricultural Meteorologist USDA – Office of the Chief Economist
USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November...
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Transcript of USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November...
![Page 1: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/1.jpg)
USDA-WAOB GIS; International Applications, Uses, and Methods
Eric LuebehusenMeteorologist
November 17, 2010
![Page 2: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/2.jpg)
USDA Meteorologists rely heavily on GIS data to perform a variety of
analyses for international AOR
USDA Meteorologists rely heavily on GIS data to perform a variety of
analyses for international AOR
![Page 3: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/3.jpg)
This talk will concentrate on methods and applications using data
from NOAA…
This talk will concentrate on methods and applications using data
from NOAA…
![Page 4: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/4.jpg)
The flexibility of GIS allows for numerous data sources and global/regional views in one project,
saving time and effort… and also makes “backing up” other analysts much easier
The flexibility of GIS allows for numerous data sources and global/regional views in one project,
saving time and effort… and also makes “backing up” other analysts much easier
![Page 5: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/5.jpg)
Zoom ins not only allow for a closer view of details…
Zoom ins not only allow for a closer view of details…
![Page 6: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/6.jpg)
… but country- or district-level crop data and/or shapefiles;
Here, winter wheat from the Russian Agromet Office
… but country- or district-level crop data and/or shapefiles;
Here, winter wheat from the Russian Agromet Office
![Page 7: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/7.jpg)
Within the project are macros written to extract Wx Data;
This data is provided by CPC and stored in Oracle at USDA
Within the project are macros written to extract Wx Data;
This data is provided by CPC and stored in Oracle at USDA
![Page 8: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/8.jpg)
Flexibility is key; User-defined start and stop dates
as well as data types
Flexibility is key; User-defined start and stop dates
as well as data types
![Page 9: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/9.jpg)
WMO data via CPC; Stations are plotted with crop overlays
WMO data via CPC; Stations are plotted with crop overlays
![Page 10: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/10.jpg)
Also, the time period need only be run once, with a suite of
parameters now available for analysis
Also, the time period need only be run once, with a suite of
parameters now available for analysis
![Page 11: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/11.jpg)
Sfc analysis is created using “Natural Neighbor,” with bad
station data omitted in a Definition Query prior to
running the Spatial Analyst
Sfc analysis is created using “Natural Neighbor,” with bad
station data omitted in a Definition Query prior to
running the Spatial Analyst
![Page 12: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/12.jpg)
The output closely matches the CPC weekly maps, albeit a
different color scheme
The output closely matches the CPC weekly maps, albeit a
different color scheme
![Page 13: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/13.jpg)
The ability to jump from region to region is key
The ability to jump from region to region is key
![Page 14: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/14.jpg)
The ability to jump from region to region is key
The ability to jump from region to region is key
![Page 15: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/15.jpg)
Sometimes, the WMO data is not enough…
Sometimes, the WMO data is not enough…
![Page 16: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/16.jpg)
CPC-supplied CMORPH geotiffs are also part of the daily
downloads
CPC-supplied CMORPH geotiffs are also part of the daily
downloads
![Page 17: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/17.jpg)
The data is downloaded using WGET, but Windows software
serves as a backup (ie, Core FTP)
The data is downloaded using WGET, but Windows software
serves as a backup (ie, Core FTP)
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DOS batch commands not only allow for date-coded archives, but for a duplicate
renamed “Current.tif” which will dynamically update on open
DOS batch commands not only allow for date-coded archives, but for a duplicate
renamed “Current.tif” which will dynamically update on open
![Page 19: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/19.jpg)
CPC-supplied RFE regional geotiffs are downloaded and
archived; these too are summed using a macro
CPC-supplied RFE regional geotiffs are downloaded and
archived; these too are summed using a macro
![Page 20: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/20.jpg)
The net result is a third source of pcp data for some int’l areas
The net result is a third source of pcp data for some int’l areas
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CPC supplies NOAH snow depth, which coupled with temperature data can provide a
quick heads up with respect to winterkill
CPC supplies NOAH snow depth, which coupled with temperature data can provide a
quick heads up with respect to winterkill
![Page 22: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/22.jpg)
CPC-supplies NOAH soil moisture for top 2 model layers; Color cutoffs/criteria developed by B Morris
(via soil moisture course work)
CPC-supplies NOAH soil moisture for top 2 model layers; Color cutoffs/criteria developed by B Morris
(via soil moisture course work)
![Page 23: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/23.jpg)
Here, the haves and have-nots in Australia stand out within the Wheat Areas
(overlay developed by H Shannon)
Here, the haves and have-nots in Australia stand out within the Wheat Areas
(overlay developed by H Shannon)
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On a weekly basis, maps are produced that denote soil moisture change year-to-year and month-to-
month, in percent
On a weekly basis, maps are produced that denote soil moisture change year-to-year and month-to-
month, in percent
![Page 25: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/25.jpg)
NESDIS is supplying VHI geotiff data on a weekly basis, which has been very useful for
drought detection and crop-stage departures.
NESDIS is supplying VHI geotiff data on a weekly basis, which has been very useful for
drought detection and crop-stage departures.
![Page 26: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/26.jpg)
Year-to-year changes (in percent) are created for the VHI as well
Year-to-year changes (in percent) are created for the VHI as well
![Page 27: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/27.jpg)
Global MODIS Hotspot data are downloaded daily to detect wildfires and
seasonal burns
Global MODIS Hotspot data are downloaded daily to detect wildfires and
seasonal burns
![Page 28: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/28.jpg)
CPC-Supplied GFS (00z) forecast data are used in the weekly and monthly (Lockup) presentations given to USDA Economists
CPC-Supplied GFS (00z) forecast data are used in the weekly and monthly (Lockup) presentations given to USDA Economists
![Page 29: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/29.jpg)
Needless to say, interests at the World Board are not solely international…
Needless to say, interests at the World Board are not solely international…
![Page 30: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/30.jpg)
The Drought Monitor: One development at USDA has been to use GIS for more than simply editing USDM Dx lines/Impacts, but for data assessment
The Drought Monitor: One development at USDA has been to use GIS for more than simply editing USDM Dx lines/Impacts, but for data assessment
![Page 31: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/31.jpg)
An “editor” is loaded with data, but points to the same shapefiles in the primary
USDM project
An “editor” is loaded with data, but points to the same shapefiles in the primary
USDM project
![Page 32: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/32.jpg)
An “editor” is loaded with data, but points to the same shapefiles in the primary
USDM project
An “editor” is loaded with data, but points to the same shapefiles in the primary
USDM project
![Page 33: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/33.jpg)
CPC-generated SPI data have been a boon to the USDM authoring process at USDA
CPC-generated SPI data have been a boon to the USDM authoring process at USDA
![Page 34: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/34.jpg)
Data are downloaded (WGET), renamed (“Current.tif”), and archived
Data are downloaded (WGET), renamed (“Current.tif”), and archived
![Page 35: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/35.jpg)
This allows the author to easily zoom in for editing, and no need to worry about downloading
data or “messing up” the main USDM project
This allows the author to easily zoom in for editing, and no need to worry about downloading
data or “messing up” the main USDM project
![Page 36: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/36.jpg)
CPC 3-month SPI
CPC 3-month SPI
This allows the author to easily zoom in for editing, and no need to worry about downloading
data or “messing up” the main USDM project
This allows the author to easily zoom in for editing, and no need to worry about downloading
data or “messing up” the main USDM project
![Page 37: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/37.jpg)
CPC Soil MoistureCPC Soil Moisture
This project has expanded to include not only data from CPC…
This project has expanded to include not only data from CPC…
![Page 38: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/38.jpg)
EMC NLDAS Soil MoistureEMC NLDAS Soil Moisture
… but other sources too, such as NLDAS data from EMC
… but other sources too, such as NLDAS data from EMC
![Page 39: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/39.jpg)
All of CPC’s precip data in support of the USDM is downloaded and saved…
All of CPC’s precip data in support of the USDM is downloaded and saved…
CPC 30-Day Obs Pcp
CPC 30-Day Obs Pcp
![Page 40: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/40.jpg)
Makes it very easy to look at different timescales…
Makes it very easy to look at different timescales…
CPC 90-Day Obs Pcp
CPC 90-Day Obs Pcp
![Page 41: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/41.jpg)
… and parameters, including pcp departure… and parameters,
including pcp departure
CPC 90-Day Pcp DepartureCPC 90-Day
Pcp Departure
![Page 42: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/42.jpg)
CPC 90-Day PNP
CPC 90-Day PNP
… and percent of normal precip.… and percent of normal precip.
![Page 43: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/43.jpg)
AHPS 90-Day PNP
AHPS 90-Day PNP
USDA just started downloaded the suite of precip products from AHPS, which
provide more detail
USDA just started downloaded the suite of precip products from AHPS, which
provide more detail
![Page 44: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/44.jpg)
AHPS 90-Day PNP
AHPS 90-Day PNP
The data helped resolve some local issues in Florida during my past USDM shift…
The data helped resolve some local issues in Florida during my past USDM shift…
![Page 45: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/45.jpg)
AHPS 90-Day PNP
AHPS 90-Day PNP
CPC 90-Day PNP
CPC 90-Day PNP
With some discrepancies noted with the 1st-order
CPC data
With some discrepancies noted with the 1st-order
CPC data
![Page 46: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/46.jpg)
AHPS 90-Day PNP
AHPS 90-Day PNP
CPC 90-Day PNP
CPC 90-Day PNP
Local reports supported the more dire AHPS
depiction
Local reports supported the more dire AHPS
depiction
![Page 47: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/47.jpg)
AHPS 7-Day Pcp
AHPS 7-Day Pcp
Also downloaded are the7- and 14-day AHPS total Pcp.
Also downloaded are the7- and 14-day AHPS total Pcp.
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The need for special analyses (discussed earlier) and USDM-
cutoffs led to the development of a macro that allows more flexibility
The need for special analyses (discussed earlier) and USDM-
cutoffs led to the development of a macro that allows more flexibility
![Page 49: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/49.jpg)
AHPS 7-Day Pcp
AHPS 7-Day Pcp
Consequently, we are able to easily create pcp maps that match the
USDM’s 12z Tues cutoff (or other special Wx event)
Consequently, we are able to easily create pcp maps that match the
USDM’s 12z Tues cutoff (or other special Wx event)
![Page 50: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/50.jpg)
NESDIS VHINESDIS VHI
The VHI (from F Kogan, et al) is also part of the USDM GIS editor…
The VHI (from F Kogan, et al) is also part of the USDM GIS editor…
![Page 51: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/51.jpg)
NESDIS VHINESDIS VHI
And VHI Dx cutoffs allow for easy identification of vegetation stress that
meets USDM levels
And VHI Dx cutoffs allow for easy identification of vegetation stress that
meets USDM levels
![Page 52: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/52.jpg)
VegDri (NDMC, USGS,
& HPRCC)
VegDri (NDMC, USGS,
& HPRCC)
New addition: VegDri for USDM support
New addition: VegDri for USDM support
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While NRCS has been unwilling (unable?) to provide geotiff and dbf data, their CSV
data are GIS compatible
While NRCS has been unwilling (unable?) to provide geotiff and dbf data, their CSV
data are GIS compatible
![Page 54: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/54.jpg)
NRCSNRCS
Station density is greatest in the central and northern Rockies as
well as the Cascades
Station density is greatest in the central and northern Rockies as
well as the Cascades
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NRCSNRCS
Zooming in reveals a surprisingly dense network…
Zooming in reveals a surprisingly dense network…
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NRCSNRCS
… which is in difficult-to-assess mountainous terrain
… which is in difficult-to-assess mountainous terrain
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NRCS Water-Year Pctile
NRCS Water-Year Pctile
This data provided a launching point for changes made to the USDM in Colorado while
on NetMeeting with locals (March, 2010)
This data provided a launching point for changes made to the USDM in Colorado while
on NetMeeting with locals (March, 2010)
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The USGS’ Streamflow shapefiles are likewise auto-downloaded and dynamically linked.
The USGS’ Streamflow shapefiles are likewise auto-downloaded and dynamically linked.
USGS 7-Day StreamflowUSGS 7-Day Streamflow
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In closing… WMO data supplied by CPC provide USDA meteorologists with flexibility
needed to do their jobs
In closing… WMO data supplied by CPC provide USDA meteorologists with flexibility
needed to do their jobs
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A suite of geotiff products from NOAA allow for quick analysis and are easy to work with
A suite of geotiff products from NOAA allow for quick analysis and are easy to work with
![Page 61: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/61.jpg)
The same is true with respect to the US Drought Monitor, where numerous CPC-
created hydro geotiffs are vital
The same is true with respect to the US Drought Monitor, where numerous CPC-
created hydro geotiffs are vital
![Page 62: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/62.jpg)
An increasing set of supplemental hydro GIS products are making the job of USDM author
easier and more accurate
An increasing set of supplemental hydro GIS products are making the job of USDM author
easier and more accurate
![Page 63: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/63.jpg)
Automated downloading, archiving, renaming as well as macros make GIS a fully
operational tool at USDA-WAOB
Automated downloading, archiving, renaming as well as macros make GIS a fully
operational tool at USDA-WAOB
![Page 64: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/64.jpg)
Wishlist Includes…
-Global SPI
-Hi-Res CONUS SPI (coming!)
-8km VHI (or greater) in geotiff
-Global Soil Moisture Percentiles (GIS)
-Supplemental Hi-Res global soil moisture and snowdepth
-Fcst Tanom (GFS) similar to COLA in GIS
Wishlist Includes…
-Global SPI
-Hi-Res CONUS SPI (coming!)
-8km VHI (or greater) in geotiff
-Global Soil Moisture Percentiles (GIS)
-Supplemental Hi-Res global soil moisture and snowdepth
-Fcst Tanom (GFS) similar to COLA in GIS
![Page 65: USDA-WAOB GIS; International Applications, Uses, and Methods Eric Luebehusen Meteorologist November 17, 2010.](https://reader030.fdocuments.net/reader030/viewer/2022032805/56649ee45503460f94bf3b85/html5/thumbnails/65.jpg)
Questions?