p_tot_loads_yields_conc -- New England SPARROW Predicted Phosphorus Loads, Yields, and Concentrations for Total Watersheds

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Metadata:


Identification_Information:
Citation:
Citation_Information:
Originator:
U.S. Geological Survey (USGS) in cooperation with the U.S. Environmental Protection Agency (USEPA) and the New England Interstate Water Pollution Control Commission (NEIWPCC)
Publication_Date: 2005
Title:
p_tot_loads_yields_conc -- New England SPARROW Predicted Phosphorus Loads, Yields, and Concentrations for Total Watersheds
Edition: 1.0
Geospatial_Data_Presentation_Form: tabular digital data
Online_Linkage: <http://nh.water.usgs.gov>
Larger_Work_Citation:
Citation_Information:
Originator:
U.S. Geological Survey (USGS) in cooperation with the U.S. Environmental Protection Agency (USEPA) and the New England Interstate Water Pollution Control Commission (NEIWPCC)
Publication_Date: 2004
Title:
Estimation of Total Nitrogen and Phosphorus in New England Streams Using Spatially Referenced Regression Models
Geospatial_Data_Presentation_Form: document
Series_Information:
Series_Name: U.S. Geological Survey Scientific Investigations Report
Issue_Identification: 2004-5012
Publication_Information:
Publication_Place: Pembroke, NH
Publisher: U.S. Geological Survey
Online_Linkage: <http://pubs.water.usgs.gov/sir2004-5012/>
Description:
Abstract:
Phosphorus loads, yields, and concentrations were predicted for 1:100,000-scale reach-based watersheds throughout New England. The U.S. Geological Survey (USGS), in cooperation with the U.S. Environmental Protection Agency (USEPA) and the New England Interstate Water Pollution Control Commission (NEIWPCC), has developed a water-quality model, called SPARROW (Spatially Referenced Regressions on Watershed Attributes), to assist in regional total maximum daily load (TMDL) and nutrient-criteria activities in New England. SPARROW is a spatially detailed, statistical model that uses regression equations to relate total nitrogen and phosphorus (nutrient) stream loads to nutrient sources and watershed characteristics. These statistical relations are then used to predict nutrient loads in unmonitored streams. The New England SPARROW models are built using a hydrologic network of 42,000 stream reaches and associated watersheds called catchments. Catchment boundaries are defined for each stream reach in the network through the use of a digital elevation model and existing digitized watershed divides.

The New England SPARROW models for total nitrogen and total phosphorus have R-squared values of 0.95 and 0.94, with mean square errors of 0.16 and 0.23, respectively. Variables that are statistically significant in the total nitrogen model include permitted municipal wastewater discharges, atmospheric deposition, cultivated agricultural area, and developed land area. Total nitrogen in-stream loss rates are significant only in streams with average annual flows less than or equal to 2.83 cubic meters per second. In streams larger than this, there is no statistically significant in-stream loss of total nitrogen in New England on an annual basis. Variables that are statistically significant in the total phosphorus model include discharges from municipal wastewater-treatment and pulp and paper facilities, developed land area, agricultural area, and forested area. For total phosphorus, in-stream loss rates are significant for reservoirs with surface areas of 10 square kilometers or less, and in streams with flows less than or equal to 2.83 cubic meters per second.

For each of the 42,000 NHD stream reaches, the New England SPARROW model results provide estimates and confidence intervals for phosphorus and nitrogen loads, area-weighted yields of nutrients, flow-weighted mean annual concentrations of nutrients, sources of nutrients, and information on the downstream movement of nutrients.

Purpose:
Total loads, yields, and concentrations, predicted by the New England SPARROW Phosphorus model, are presented in this dataset. This information is useful for determining (1) regional nutrient criteria options, (2) source and magnitude of nutrient loads in streams, (3) downstream effects, including loading impacts to estuaries and other coastal waterbodies, and (4) appropriate monitoring strategies. The data can be linked to the stream network of the New England SPARROW models (coverage NENHD) or to the corresponding reach catchments (coverage Catchments).
Time_Period_of_Content:
Time_Period_Information:
Single_Date/Time:
Calendar_Date: early to mid 1990s
Currentness_Reference: Estimated results modeled for the early to mid 1990s
Status:
Progress: Complete
Maintenance_and_Update_Frequency: None planned
Spatial_Domain:
Bounding_Coordinates:
West_Bounding_Coordinate:
East_Bounding_Coordinate:
North_Bounding_Coordinate:
South_Bounding_Coordinate:
Keywords:
Theme:
Theme_Keyword_Thesaurus: none
Theme_Keyword: hydrography
Theme_Keyword: water-quality
Theme_Keyword: NHD
Theme_Keyword: watershed
Theme_Keyword: SPARROW
Theme_Keyword: nutrient
Theme_Keyword: phosphorus
Theme_Keyword: modeling
Place:
Place_Keyword: United States of America
Place_Keyword: Canada
Place_Keyword: New England
Place_Keyword: Maine
Place_Keyword: New Hampshire
Place_Keyword: Vermont
Place_Keyword: Massachusetts
Place_Keyword: Connecticut
Place_Keyword: Rhode Island
Place_Keyword: New York
Place_Keyword: Québec
Place_Keyword: Connecticut River Basin
Place_Keyword: Lake Champlain Basin
Place_Keyword: Merrimack River Basin
Place_Keyword: Connecticut Coastal Basins
Place_Keyword: Massachusetts-Rhode Island Coastal Basins
Place_Keyword: Saco Basin
Place_Keyword: Androscoggin River Basin
Place_Keyword: Kennebec River Basin
Place_Keyword: St. Francois River Basin
Place_Keyword: Upper Hudson River Basin
Place_Keyword: Penboscot River Basin
Place_Keyword: Maine Coastal Basins
Place_Keyword: St. John River Basin
Access_Constraints: None.
Use_Constraints:
Acknowledgment of the originating agencies would be appreciated in products derived from these data.
Point_of_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Richard Moore
Contact_Organization: U.S. Geological Survey
Contact_Position: Hydrologist
Contact_Address:
Address_Type: mailing and physical address
Address: 361 Commerce Way
City: Pembroke
State_or_Province: NH
Postal_Code: 03275
Country: USA
Contact_Voice_Telephone: (603) 226-7825
Contact_Voice_Telephone: (603) 226-7800 - General office phone
Contact_Facsimile_Telephone: (603) 226-7894
Contact_Electronic_Mail_Address: rmoore@usgs.gov
Data_Set_Credit:
Estimates of Phosphorus loads, yields, and concentrations from the New England SPARROW model, developed by the U.S. Geological Survey (USGS) in cooperation with the U.S. Environmental Protection Agency (USEPA) and the New England Interstate Water Pollution Control Commission (NEIWPCC).
Native_Data_Set_Environment:
Microsoft Windows 2000 Version 5.0 (Build 2195) Service Pack 3; ESRI ArcCatalog 8.3.0.800

Entity_and_Attribute_Information:
Detailed_Description:
Entity_Type:
Entity_Type_Label: p_tot_loads_yields_conc
Entity_Type_Definition:
Predicted Phosphorus Loads, Yields, and Concentrations for Total Watersheds Database
Attribute:
Attribute_Label: OID
Attribute_Definition: Internal feature number.
Attribute_Definition_Source: ESRI
Attribute_Domain_Values:
Unrepresentable_Domain:
Sequential unique whole numbers that are automatically generated.
Attribute:
Attribute_Label: SPARROW_ID
Attribute_Definition:
SPARROW reach identification number. It can be used to link this data with the coverage nenhd - Stream Network of the New England SPARROW models or to the corresponding coverage of catchments.
Attribute:
Attribute_Label: MEAN_PLOAD
Attribute_Definition:
Bootstrap bias-adjusted predicted total phosphorus flux leaving the reach in kilograms/year (kg/y). Estimates are corrected for retransformation bias due to the model residuals and nonlinear bias due to sampling error in the coefficient estimates.
Attribute:
Attribute_Label: P_LOAD_SE
Attribute_Definition:
Standard error of the predicted total phosphorus flux leaving the reach (kg/y). The standard error includes the variation arising from model error and the variation due to sampling error in the coefficient estimates.
Attribute:
Attribute_Label: P_LOAD_LO
Attribute_Definition:
Lower bound on the bootstrap-derived 90-percent confidence interval for the total phosphorus flux leaving the reach (kg/y).
Attribute:
Attribute_Label: P_LOAD_HI
Attribute_Definition:
Upper bound on the bootstrap-derived 90-percent confidence interval for the total phosphorus flux leaving the reach (kg/y).
Attribute:
Attribute_Label: P_LOAD_SEW
Attribute_Definition:
Bootstrap bias-adjusted predicted phosphorus flux leaving the reach attributed to municipal wastewater-treatment and pulp and paper facilities (kg/y).
Attribute:
Attribute_Label: PLD_SEW_SE
Attribute_Definition:
Standard error of the predicted phosphorus flux leaving the reach attributed to municipal wastewater-treatment and pulp and paper facilities (kg/y).
Attribute:
Attribute_Label: PLD_SEW_LO
Attribute_Definition:
Lower bound on the bootstrap-derived 90-percent confidence interval for phosphorus flux leaving the reach attributed to municipal wastewater-treatment and pulp and paper facilities (kg/y).
Attribute:
Attribute_Label: PLD_SEW_HI
Attribute_Definition:
Upper bound on the bootstrap-derived 90-percent confidence interval for phosphorus flux leaving the reach attributed to municipal wastewater-treatment and pulp and paper facilities (kg/y).
Attribute:
Attribute_Label: P_LOAD_FOR
Attribute_Definition:
Bootstrap bias-adjusted predicted phosphorus flux leaving the reach attributed to forested lands (kg/y).
Attribute:
Attribute_Label: PLD_FOR_SE
Attribute_Definition:
Standard error of the predicted phosphorus flux leaving the reach attributed to forested lands (kg/y).
Attribute:
Attribute_Label: PLD_FOR_LO
Attribute_Definition:
Lower bound on the bootstrap-derived 90-percent confidence interval for phosphorus flux leaving the reach attributed to forested lands (kg/y).
Attribute:
Attribute_Label: PLD_FOR_HI
Attribute_Definition:
Upper bound on the bootstrap-derived 90-percent confidence interval for phosphorus flux leaving the reach attributed to forested lands (kg/y).
Attribute:
Attribute_Label: P_LOAD_AGR
Attribute_Definition:
Bootstrap bias-adjusted predicted phosphorus flux leaving the reach attributed to agricultural lands (kg/y).
Attribute:
Attribute_Label: PLD_AGR_SE
Attribute_Definition:
Standard error of the predicted phosphorus flux leaving the reach attributed to agricultural lands (kg/y).
Attribute:
Attribute_Label: PLD_AGR_LO
Attribute_Definition:
Lower bound on the bootstrap-derived 90-percent confidence interval for phosphorus flux leaving the reach attributed to agricultural lands (kg/y).
Attribute:
Attribute_Label: PLD_AGR_HI
Attribute_Definition:
Upper bound on the bootstrap-derived 90-percent confidence interval for phosphorus flux leaving the reach attributed to agricultural lands (kg/y).
Attribute:
Attribute_Label: P_LOAD_DEV
Attribute_Definition:
Bootstrap bias-adjusted predicted phosphorus flux leaving the reach attributed to attributed to developed lands (urban + suburban + recreational grasslands) (kg/y).
Attribute:
Attribute_Label: PLD_DEV_SE
Attribute_Definition:
Standard error of the predicted phosphorus flux leaving the reach attributed to developed lands (urban + suburban + recreational grasslands) (kg/y).
Attribute:
Attribute_Label: PLD_DEV_LO
Attribute_Definition:
Lower bound on the bootstrap-derived 90-percent confidence interval for phosphorus flux leaving the reach attributed to (urban + suburban + recreational grasslands) (kg/y).
Attribute:
Attribute_Label: PLD_DEV_HI
Attribute_Definition:
Upper bound on the bootstrap-derived 90-percent confidence interval for phosphorus flux leaving the reach attributed to (urban + suburban + recreational grasslands) (kg/y).
Attribute:
Attribute_Label: TOT_KM2
Attribute_Definition:
The total upstream area, above the reach outlet, in square kilometers (km2).
Attribute:
Attribute_Label: P_TOT_YLD
Attribute_Definition:
Predicted yield for total phosphorus flux leaving the reach. The predicted value is based on the Bootstrap bias-adjusted predicted total phosphorus flux (MEAN_PLOAD) divided by the total area (TOT_KM2). Units are kilograms per square kilometer per year (kg/km2/y).
Attribute:
Attribute_Label: P_TYLD_SEW
Attribute_Definition:
Predicted yield for total phosphorus flux leaving the reach attributed to municipal wastewater-treatment and pulp and paper facilities. The predicted value is based on the Bootstrap bias-adjusted predicted phosphorus flux attributed to municipal wastewater-treatment and pulp and paper facilities (P_LOAD_SEW) divided by the total area (TOT_KM2). Units are kilograms per square kilometer per year (kg/km2/y).
Attribute:
Attribute_Label: P_TYLD_FOR
Attribute_Definition:
Predicted yield for total phosphorus flux leaving the reach attributed to forested lands. The predicted value is based on the Bootstrap bias-adjusted predicted phosphorus flux attributed to forested lands (P_LOAD_FOR) divided by the total area (TOT_KM2). Units are kilograms per square kilometer per year (kg/km2/y).
Attribute:
Attribute_Label: P_TYLD_AGR
Attribute_Definition:
Predicted yield for total phosphorus flux leaving the reach attributed to agricultural lands. The predicted value is based on the Bootstrap bias-adjusted predicted phosphorus flux attributed to agricultural lands (P_LOAD_AGR) divided by the total area (TOT_KM2). Units are kilograms per square kilometer per year (kg/km2/y).
Attribute:
Attribute_Label: P_TYLD_DEV
Attribute_Definition:
Predicted yield for total phosphorus flux leaving the reach attributed to agricultural lands. The predicted value is based on the Bootstrap bias-adjusted predicted phosphorus flux attributed to agricultural lands (P_LOAD_AGR) divided by the total area (TOT_KM2). Units are kilograms per square kilometer per year (kg/km2/y).
Attribute:
Attribute_Label: P_CONC_MGL
Attribute_Definition:
The predicted flow weighted concentration. The predicted value is calculated from the Bootstrap bias-adjusted predicted total phosphorus flux (MEAN_PLOAD) and the total estimated flow per year. Units are in milligrams per liter (mg/l).
Attribute:
Attribute_Label: DEL_FRAC
Attribute_Definition:
DEL_FRAC is the parametric estimate of the share of phosphorus flux leaving the reach that is delivered to the mouth of the river (the outlet of the nearest downstream target reach). It is the fraction of phosphorus flux leaving the reach that is delivered to the nearest downstream target reach. Because the predicted variable is not a phosphorus flux, the estimate does not receive an adjustment for retransformation bias. In the model, the instream and reservoir processes are restricted to be attenuating. Thus, the predicted values are between zero and one.
Attribute:
Attribute_Label: SOURCE_TOT
Attribute_Definition:
Primary sources of phosphorus loads from the total watershed area, above the reach outlet.
Attribute:
Attribute_Label: P_OBSERVED
Attribute_Definition:
Phosphorus loads in kg/y estimated from water quality samples using the estimator program -- The natural log of this value is the dependent variable in the New England SPARROW phosphorus model. Set to -9999 for reaches without observed phosphorus data.
Attribute:
Attribute_Label: NEARBYGAGE
Attribute_Definition: USGS Gage Number for the gage near the sample site.
Attribute:
Attribute_Label: GAGE_NAME
Attribute_Definition: USGS Gage Name for the gage near the sample site.
Attribute:
Attribute_Label: DATABASE
Attribute_Definition:
Database from which the water quality data was retrieved. Choices are: USGS - the USGS NWSI database, EPA - the EPA STORET database, ENSR - the database of a private contractor (ENSR) for EPA. Note: The water-quality data for a given site may have been collected by some agency (such as a state agency) other than that which administers the database.

Distribution_Information:
Distributor:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization: U.S. Geological Survey
Contact_Address:
Address_Type: mailing and physical address
Address: 361 Commerce Way
City: Pembroke
State_or_Province: NH
Postal_Code: 03275
Country: USA
Contact_Voice_Telephone: (603) 226-7800 - General office phone
Contact_Voice_Telephone: (603) 226-7825 - Richard Moore
Contact_Facsimile_Telephone: (603) 226-7894
Contact_Electronic_Mail_Address: rmoore@usgs.gov
Resource_Description: Downloadable Data
Standard_Order_Process:
Digital_Form:
Digital_Transfer_Information:
Transfer_Size: 19.300

Metadata_Reference_Information:
Metadata_Date: 20050526
Metadata_Contact:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization: U.S. Geological Survey
Contact_Person: Richard Moore
Contact_Position: Hydrologist
Contact_Address:
Address_Type: mailing and physical address
Address: 361 Commerce Way
City: Pembroke
State_or_Province: NH
Postal_Code: 03275
Contact_Voice_Telephone: (603) 226-7825
Contact_Voice_Telephone: (603) 226-7800 - General office phone
Contact_Facsimile_Telephone: (603) 227-7894
Contact_Electronic_Mail_Address: rmoore@usgs.gov
Metadata_Standard_Name: FGDC Content Standards for Digital Geospatial Metadata
Metadata_Standard_Version: FGDC-STD-001-1998
Metadata_Time_Convention: local time
Metadata_Extensions:
Online_Linkage: <http://www.esri.com/metadata/esriprof80.html>
Profile_Name: ESRI Metadata Profile

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