Data visualization and analysis within a Hydrologic Information System: Integrating with the R statistical computing environment

Ames, 2012, HydroDesktop: web services-based software for hydrologic data discovery, download, visualization, and analysis, Environ. Model. Softw., 37, 146, 10.1016/j.envsoft.2012.03.013 Bandaragoda, 2006, Hydrology's efforts toward the cyberfrontier, EOS Trans. AGU, 87, 2, 10.1029/2006EO010005 Cao, 2012, A strategy for integrating open source GIS toolboxes for geoprocessing and data analysis Carslaw, 2012, Openair – an R package for air quality data analysis, Environ. Model. Softw., 27-28, 52, 10.1016/j.envsoft.2011.09.008 Castronova, 2013, Integrated modeling within a hydrologic information system: an OpenMI based approach, Environ. Model. Softw., 39, 263, 10.1016/j.envsoft.2012.02.011 Christensen, 2002 Horner, 2013 Horsburgh, 2008, A relational model for environmental and water resources data, Water Resour. Res., 44, W05406, 10.1029/2007WR006392 Horsburgh, 2009, An integrated system for publishing environmental observations data, Environ. Model. Softw., 24, 879, 10.1016/j.envsoft.2009.01.002 Horsburgh, 2010, Hydroserver: a platform for publishing space-time hydrologic datasets Jastram, 2010, Increasing precision of turbidity-based suspended sediment concentration and load estimates, J. Environ. Qual., 39, 1306, 10.2134/jeq2009.0280 Jones, 2011, Surrogate measures for providing high frequency estimates of total suspended solids and total phosphorus concentrations, J. Am. Water Resour. Assoc., 47, 239, 10.1111/j.1752-1688.2010.00505.x Maidment, 2008, Bringing water data together, J. Water Resour. Plann. Manag., 134, 95, 10.1061/(ASCE)0733-9496(2008)134:2(95) Petzoldt, 2007, Simecol: an object-oriented framework for ecological modeling in R, J. Stat. Softw., 22, 1 Pino-Mejías, 2010, Predicting the potential habitat of oaks with data mining models and the R system, Environ. Model. Softw., 25, 826, 10.1016/j.envsoft.2010.01.004 Rasmussen, 2009 R Development Core Team, 2010 Soetaert, 2012, Reactive transport in aquatic ecosystems: rapid model prototyping in the open source software R, Environ. Model. Softw., 32, 49, 10.1016/j.envsoft.2011.08.011 Tarboton, 2009, Development of a community hydrologic information system, 988 Tarboton, 2011, Data interoperability in the hydrologic sciences: the CUAHSI hydrologic information system, 132 2012 Tomlinson, 2003, The need for high resolution time series data to characterize Hawaiian streams, J. Am. Water Resour. Assoc., 39, 113, 10.1111/j.1752-1688.2003.tb01565.x U.S. Environmental Protection Agency (USEPA), 2008 Williams, 2009, Rattle: a data mining GUI for R, R J., 1, 45 2007