Data: Difference between revisions
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This page will provide a broad look at the data available for the Colorado River Basin. Here are some sample categories of topics that should be covered. This list is not intended to be inclusive, nor is the current organization set. | This page will provide a broad look at the data available for the Colorado River Basin. Here are some sample categories of topics that should be covered. This list is not intended to be inclusive, nor is the current organization set. At this time it is not clear if streamflow, for example, is the highest order, with paleo, historic, and future subcategories, or to divide first by time period, and then by type of data. Both organizations could be provided, potentially, with the 'atomic' data the same, just presented in two, or more, ways. | ||
== Data == | == Data == | ||
| Line 5: | Line 5: | ||
=== Reservoir Data === | === Reservoir Data === | ||
* Historic | * Historic Elevation / Volume | ||
* Flood Control Rules | |||
* Basic Reservoir Data | |||
** volume | |||
** elevation/volume curves | |||
** area / elevation curves | |||
** area /volume curves | |||
** spillway size | |||
** power plants, etc. | |||
** some of this online at BoR sites, but hard to find | |||
** releases | |||
** regulated inflow | |||
** unregulated inflow | |||
* APIs to Access | * APIs to Access | ||
* Images | * Images | ||
| Line 11: | Line 23: | ||
=== Water Use Consumption Data === | === Water Use Consumption Data === | ||
==== Lower Colorado River Reports ==== | |||
==== Upper Colorado Consumptive Uses and Losses ==== | |||
[[https://www.usbr.gov/uc/envdocs/reports/ColoradoRiverSystemConsumptiveUsesandLossesReports/20190800-ProvisionalUpperColoradoRiverBasin2016-2020-CULReport-508-UCRO.pdf Provisional Report]] | |||
==== Other Data ==== | |||
* State Level Data | * State Level Data | ||
* Tribal Data | * Tribal Data | ||
* Cohen et al | |||
=== Evaporation and ET Data === | === Evaporation and ET Data === | ||
| Line 25: | Line 44: | ||
=== Demand Data === | === Demand Data === | ||
* Demands vs Uses | * Demands vs Uses , i.e. 'demand' is a desire, not actual use | ||
===== CRSS Data ===== | |||
Examples | Examples | ||
| Line 33: | Line 55: | ||
#Tribal Data | #Tribal Data | ||
#State Demands per CRSS | #State Demands per CRSS | ||
===== UCRC Demand Schedules ===== | |||
===== State Demand Schedules ===== | |||
=== Natural Flow Data === | === Natural Flow Data === | ||
==== Reclamation ==== | |||
Reclamation maintains a set of monthly natural (unimpaired by humans) flow data at 29 locations. In addition to other purposes, this data is used by Reclamation's CRSS Model. | Reclamation maintains a set of monthly natural (unimpaired by humans) flow data at 29 locations. In addition to other purposes, this data is used by Reclamation's CRSS Model. | ||
| Line 55: | Line 83: | ||
Various Publications describe this data including: | Various Publications describe this data including: | ||
Regulated Flows | ==== Upper Colorado River Commission Natural Flows ==== | ||
==== Loosely Related Data ==== | |||
=====Unregulated Flows ===== | |||
[Image://www.usbr.gov/uc/water/crsp/studies/images/PowellForecast.png Historic plus Forecast of Unregulated Powell Inflows] | |||
===== Regulated Flows ===== | |||
Image of one of these.. | Image of one of these.. | ||
| Line 68: | Line 105: | ||
#Temperature Data | #Temperature Data | ||
#Other, e.g, Megadrought | #Other, e.g, Megadrought | ||
# best to organize by streamflow/climate and then historic/paleo/future, possibly | |||
=== Streamflow Data === | === Streamflow Data === | ||
| Line 75: | Line 114: | ||
=== Current Year Runoff Projections === | === Current Year Runoff Projections === | ||
=== Gridded | [https://www.usbr.gov/uc/water/crsp/studies/images/PowellForecast.png Historic plus Forecast of Unregulated Powell Inflows] | ||
=== Climate Data Historic === | |||
==== Point Data ==== | |||
===== NOAA ===== | |||
===== Other ===== | |||
==== Gridded Data ==== | |||
===== PRISM ===== | |||
===== Livneh ===== | |||
=== | ===== NOAA nclimgrid ===== | ||
==== netcdf discussion ==== | ===== netcdf discussion ===== | ||
=== Climate Projection Data === | === Climate Projection Data === | ||
==== Reclamation ==== | |||
==== CMIP Archives ==== | |||
==== Downscaling Discussion ==== | |||
=== Drought Data === | |||
=== Flood Data ? === | |||
=== Geographic Data === | |||
==== Shapefiles ==== | |||
* Simple Outputs from GCM | * Simple Outputs from GCM | ||
| Line 95: | Line 162: | ||
=== Environmental Data === | === Environmental Data === | ||
== Data Tools == | == Data Access Tools == | ||
Examples | Examples | ||
| Line 102: | Line 169: | ||
#Netcdf Visualizations | #Netcdf Visualizations | ||
#Data Access Tools, eg R Packages | #Data Access Tools, eg R Packages | ||
#BoR Access Helpers | #BoR Access Helpers eg JSON links | ||
# State Data | # State Data | ||
# USGS APIs to access data | # USGS APIs to access data | ||
# Images e.g. Snake Diagram, Natural Flow Diagam, CBRFC Probability Plots | |||
== Data Access Sites == | |||
# BoR | |||
# NOAA | |||
# USGS | |||
# PRISM | |||
# Livneh | |||
# State Sites | |||
# NOAA CBRFC | |||
# NRCS | |||
# RCCs | |||
# Climate Dashboards | |||
## CLIMAS | |||
## WWA | |||
## Scenic | |||
[https://wrcc.dri.edu/csc/scenic/monitoring/#weather SCENIC] | |||
[https://wwa.colorado.edu/climate/dashboard.html WWA Climate Dashboard] | |||
[https://wrcc.dri.edu Western Regional Climate Center] | |||
[http://prism.oregonstate.edu PRISM] | |||
Latest revision as of 14:54, 27 January 2020
This page will provide a broad look at the data available for the Colorado River Basin. Here are some sample categories of topics that should be covered. This list is not intended to be inclusive, nor is the current organization set. At this time it is not clear if streamflow, for example, is the highest order, with paleo, historic, and future subcategories, or to divide first by time period, and then by type of data. Both organizations could be provided, potentially, with the 'atomic' data the same, just presented in two, or more, ways.
Data
Reservoir Data
- Historic Elevation / Volume
- Flood Control Rules
- Basic Reservoir Data
- volume
- elevation/volume curves
- area / elevation curves
- area /volume curves
- spillway size
- power plants, etc.
- some of this online at BoR sites, but hard to find
- releases
- regulated inflow
- unregulated inflow
- APIs to Access
- Images
Water Use Consumption Data
Lower Colorado River Reports
Upper Colorado Consumptive Uses and Losses
Other Data
- State Level Data
- Tribal Data
- Cohen et al
Evaporation and ET Data
- Discussion re Methods
- Crop ET
- Reservoir Evaporation (Overlap with above)
- Tools to Calculate / Access
Demand Data
- Demands vs Uses , i.e. 'demand' is a desire, not actual use
CRSS Data
Examples
- UCRC Demand Schedules
- 2012 Study
- Tribal Data
- State Demands per CRSS
UCRC Demand Schedules
State Demand Schedules
Natural Flow Data
Reclamation
Reclamation maintains a set of monthly natural (unimpaired by humans) flow data at 29 locations. In addition to other purposes, this data is used by Reclamation's CRSS Model.
[[1]]
It is available in a spreadsheet with monthly, annual, intervening, and total flows.
Explanation of the Spreadsheet
R Package to Access
Image of Data Locations
List of Data Locations
UB / LB
Various Publications describe this data including:
Upper Colorado River Commission Natural Flows
Loosely Related Data
Unregulated Flows
[Image://www.usbr.gov/uc/water/crsp/studies/images/PowellForecast.png Historic plus Forecast of Unregulated Powell Inflows]
Regulated Flows
Image of one of these..
Paleo Data
- Streamflow Data
- Temperature Data
- Other, e.g, Megadrought
- best to organize by streamflow/climate and then historic/paleo/future, possibly
Streamflow Data
Current Year Snow Data
Current Year Runoff Projections
Historic plus Forecast of Unregulated Powell Inflows
Climate Data Historic
Point Data
NOAA
Other
Gridded Data
PRISM
Livneh
NOAA nclimgrid
netcdf discussion
Climate Projection Data
Reclamation
CMIP Archives
Downscaling Discussion
Drought Data
Flood Data ?
Geographic Data
Shapefiles
- Simple Outputs from GCM
- Derived Data, e.g., future CU, runoff
Tribal Data
- Use Data
- Rights
Environmental Data
Data Access Tools
Examples
- TSTool
- Netcdf Visualizations
- Data Access Tools, eg R Packages
- BoR Access Helpers eg JSON links
- State Data
- USGS APIs to access data
- Images e.g. Snake Diagram, Natural Flow Diagam, CBRFC Probability Plots
Data Access Sites
- BoR
- NOAA
- USGS
- PRISM
- Livneh
- State Sites
- NOAA CBRFC
- NRCS
- RCCs
- Climate Dashboards
- CLIMAS
- WWA
- Scenic