Software

The data set is six separate csv files. Four of which contain the quantity of DNA copy numbers and fluor used to analyze the DNA quantities collected from water samples from four separate portions of the study (adult SL field, adult SL lab, larval SL field, larval SL lab) and need to be in their own csv file. Also included is a csv with adult SL trapping data, a csv for larval SL shocking data, a

These scripts prepare input files and run a Generalized Random Tessellation Stratified (GRTS) draw to select sampling locations for the Integrated Monarch Monitoring Program in the U.S., Canada, and Mexico.

Provides U.S. Geological Survey developed and published regression equations for estimating streamflow statistics such as mean annual and monthly mean flows, flow-duration percentiles, and peak and low flows.

Provides multiple water use resources, such as categories, source types, use types as well as watershed summary resource, which aggregate selected source time series by watershed location to provide a simple annual and monthly watershed summary; grouped by defined source, use, category, and month to watershed managers.

Provides a geostatistical variogram model for correlating ungaged locations to USGS gages for implemented locations.

Provides core StreamStats functionality, such as watershed delineation, basin characteristics and flow statistics.

Provides network connectivity for spatial datasets, such as stream trace, network path and flow path.

UMESC hosts a web service for the retrieval of LTRM fish catch data using the GeoJSON data format. By using this data service, the public can automate data access to LTRM fisheries data. UMESC has written a series of example Python scripts that illustrate data retrieval and plotting. These example scripts focus on plotting fish catch, but there are limitless geo-spatial, tabular, and plotting pr

This code may be used to fit linear models with multivariate random effects and heterogeneous measurement-level residual variances. The code as written may be used to estimate associations between water temperature ('temp') and continuous year ('yearctr'), study reach (or field station; 'fs'), log-transformed mean July water discharge (in 1000 cms units; 'logmeanJulycms1000'), number of days from

Symbol Tweaker is an ArcGIS ArcMap add-in tool developed at the UMESC. When using this tool, a user can: 1) Adjust RGB or HSV parameters of selected symbols from feature and raster data layers 2) Create unique color ramps for feature and raster data layers 3) Copy fore, back, and outline colors interchangeably 4) Create equal interval classifications beyond the limitations imposed by ArcMap

ArcGIS ArcMap add-in, when using this tool, a user can: 1) create a date prioritized composite raster from a collection of raster layers 2) create a lookup raster for the composite raster that identifies which input layers were used to create the composite raster 3) create a divergence raster where pixel values represent the divergence from a user specified value