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This data set includes WRTDS nutrient flux trend results and the values of daily streamflow trend results displayed in the Quantile-Kendall plots. For 1995-2015 nutrient trends, the method of generalized flow normalization (FNG) was used which explicitly addresses non-stationary streamflow conditions. For 2005-2015 nutrient trends, the WRTDS trend analyses used the method of stationary flow normalization (FNS) because streamflow nonstationarity is difficult to assess over this shorter duration time frame. The 1995-2015 annual nutrient trends were determined for all five nutrient parameters (TP, SRP, TN, NO23, TKN), and monthly trends were evaluated only for SRP. The 2005-2015 annual nutrient trends were determined...
Categories: Data;
Tags: Great Lakes,
Indiana,
Lake Erie,
Michigan,
Ohio, All tags...
Weighted regression on time, discharge, and season (WRTDS),
Western Lake Erie,
environment,
geoscientificInformation,
nitrate,
nitrogen,
nutrient,
phosphorus,
streamflow,
trend,
water quality, Fewer tags
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Data provided in this release support the findings in Choquette et al. (2019), utilizing methods for evaluating water-quality and daily-streamflow trends described also in Hirsch and DeCicco (2015 and 2018a) and Hirsch (2018). The trend results and model-input data focus on 10 locations in the Lake Erie watershed that have long-term (20 or more years) water-quality and streamflow monitoring records. The trend results include the years 1987 through 2016 or specified sub-periods during this time frame. The model-input data records spanned the time period 1974 through 2016 although record lengths varied by site, data type, and trend analysis. The water-quality records were provided by the National Center for Water...
Categories: Data;
Tags: Great Lakes,
Indiana,
Lake Erie,
Michigan,
Ohio, All tags...
USGS Science Data Catalog (SDC),
Water Quality,
Water Resources,
Weighted regression on time, discharge, and season (WRTDS),
Western Lake Erie,
geoscientificInformation,
nitrate,
nitrogen,
nutrient,
phosphorus,
streamflow,
trend,
water quality, Fewer tags
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This data set includes WRTDS nutrient flux trend results and the values of daily streamflow trend results displayed in the Quantile-Kendall plots. For 1995-2015 nutrient trends, the method of generalized flow normalization (FNG) was used which explicitly addresses non-stationary streamflow conditions. For 2005-2015 nutrient trends, the WRTDS trend analyses used the method of stationary flow normalization (FNS) because streamflow nonstationarity is difficult to assess over this shorter duration time frame. The 1995-2015 annual nutrient trends were determined for all five nutrient parameters (TP, SRP, TN, NO23, TKN), and monthly trends were evaluated only for SRP. The 2005-2015 annual nutrient trends were determined...
Categories: Data;
Tags: Great Lakes,
Indiana,
Lake Erie,
Michigan,
Ohio, All tags...
Weighted regression on time, discharge, and season (WRTDS),
Western Lake Erie,
environment,
geoscientificInformation,
nitrate,
nitrogen,
nutrient,
phosphorus,
streamflow,
trend,
water quality, Fewer tags
|
Daily streamflow discharge data from 139 streamgages located on tributaries and streams flowing to the Gulf of Mexico were used to calculate mean monthly, mean seasonal, and decile values. Streamgages used to calculate trends required a minimum of 65 years of continuous daily streamflow data. These values were used to analyze trends in streamflow using the Mann-Kendall trend test in the R package entitled “Trends” and a new methodology created by Robert M. Hirsch known as a “Quantile-Kendall” plot. Data were analyzed based on water year using the Mann-Kendall trend test and by climate year using the Quantile-Kendall methodology to: (1) identify regions which are statistically similar for estimating streamflow characteristics;...
Categories: Data,
Data Release - Revised;
Types: Map Service,
OGC WMS Layer;
Tags: Alabama,
Florida,
Gulf Coast,
Gulf Coast,
Gulf of Mexico, All tags...
Louisiana,
Mississippi,
RESTORE,
Southeastern United States,
Texas,
USGS Science Data Catalog (SDC),
environmental flow,
network optimization,
reference hydrology,
streamflow alteration,
trend analysis, Fewer tags
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Trends in nutrient fluxes and streamflow for selected tributaries in the Lake Erie watershed were calculated using monitoring data at 10 locations. Trends in flow-normalized nutrient fluxes were determined by applying a weighted regression approach called WRTDS (Weighted Regression on Time, Discharge, and Season). Site information and streamflow and water-quality records are contained in 3 zipped files named as follows: INFO (site information), Daily (daily streamflow records), and Sample (water-quality records). The INFO, Daily (flow), and Sample files contain the input data, by water-quality parameter and by site as .csv files, used to run trend analyses. These files were generated by the R (version 3.1.2) software...
Tags: Great Lakes,
Indiana,
Lake Erie,
Michigan,
Ohio, All tags...
Weighted regression on time, discharge, and season (WRTDS),
Western Lake Erie,
environment,
geoscientificInformation,
nitrate,
nitrogen,
nutrient,
phosphorus,
streamflow,
trend,
water quality, Fewer tags
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