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Civil and Environmental Engineering Faculty Publications

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Articles 271 - 300 of 562

Full-Text Articles in Civil and Environmental Engineering

Hydroshare: An Online, Collaborative Environment For The Sharing Of Hydrologic Data And Models, David G. Tarboton, R. Idaszak, Daniel Ames, Jeffery S. Horsburgh, J. Goodall, L. Band, V. Merwade, A. Couch, J. Arrigo, R. Hooper, D. Valentine Sep 2012

Hydroshare: An Online, Collaborative Environment For The Sharing Of Hydrologic Data And Models, David G. Tarboton, R. Idaszak, Daniel Ames, Jeffery S. Horsburgh, J. Goodall, L. Band, V. Merwade, A. Couch, J. Arrigo, R. Hooper, D. Valentine

Civil and Environmental Engineering Faculty Publications

No abstract provided.

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A Comparison Of Traditional And Bayesian Statistical Models In Fluvial Sediment Transport, Mark L. Schmelter, David King Stevens Aug 2012

A Comparison Of Traditional And Bayesian Statistical Models In Fluvial Sediment Transport, Mark L. Schmelter, David King Stevens

Civil and Environmental Engineering Faculty Publications

The characterization of sediment transport is an important problem that has been actively studied for some time. Numerous approaches have been demonstrated in the literature, including mechanistic models, probabilistic arguments, machine learning algorithms, and empirical formulations. Most implementations of sediment transport relations are deterministic in nature and require the specification of model parameters. These parameters are traditionally assumed fixed (i.e., a single value), and subsequent predictions are not necessarily representative because of uncertainty because they are fixed (i.e., a line). In this paper, a Bayesian statistical sediment transport model is presented, and its ability to infer critical shear values from …

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Hydroshare: An Online, Collaborative Environment For The Sharing Of Hydrologic Data And Models, David G. Tarboton, R. Idaszak, Daniel Ames, J. Goodall, Jeffery S. Horsburgh, L. Band, V. Merwade, C. Song, A. Couch, D. Valentine, R. Hooper, J. Arrigo, D. Maidment, T. Whiteaker Jul 2012

Hydroshare: An Online, Collaborative Environment For The Sharing Of Hydrologic Data And Models, David G. Tarboton, R. Idaszak, Daniel Ames, J. Goodall, Jeffery S. Horsburgh, L. Band, V. Merwade, C. Song, A. Couch, D. Valentine, R. Hooper, J. Arrigo, D. Maidment, T. Whiteaker

Civil and Environmental Engineering Faculty Publications

No abstract provided.

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Montana Flume Flow Corrections Under Submerged Flow, Ryan P. Willeitner, Steven L. Barfuss, Michael C. Johnson Jul 2012

Montana Flume Flow Corrections Under Submerged Flow, Ryan P. Willeitner, Steven L. Barfuss, Michael C. Johnson

Civil and Environmental Engineering Faculty Publications

A Montana flume is a Parshall flume without a diverging downstream section and is used to measure open channel flow. Under free-flow conditions, the Parshall flume and the Montana flume have the same calibration characteristics, but under submerge flows, their calibrations significantly differ. Tests were conducted at the Utah Water Research Laboratory on an acrylic 15.2-cm (6-in.) Montana flume to determine the effects of submergence on the flow readings. This type of investigation has not been previously analyzed. It was found that a standard Parshall flume rating curve overpredicted flow rates in the submerged Montana flume, up to 48%. Parshall …

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Plants For Stormwater Pollution Removal: Greenhouse Research And Field-Study At Green Meadows Subdivision Logan, Ut, Ryan Dupont, Margie Rycewicz-Borecki Jun 2012

Plants For Stormwater Pollution Removal: Greenhouse Research And Field-Study At Green Meadows Subdivision Logan, Ut, Ryan Dupont, Margie Rycewicz-Borecki

Civil and Environmental Engineering Faculty Publications

Much of the stormwater protection in Cache Valley is done with respect to prevention of TSS contamination during construction activities. Preventing contamination of stormwater from construction activities is critical, but stormwater can still be highly polluted

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A Modeling Approach To Assessing The Effect Of Multiple Lakes In Sequence On Nutrient Transport, Dave M. Epstein, Bethany T. Neilson, Keli J. Goodman, David King Stevens, Wayne A. Wurtsbaugh Jun 2012

A Modeling Approach To Assessing The Effect Of Multiple Lakes In Sequence On Nutrient Transport, Dave M. Epstein, Bethany T. Neilson, Keli J. Goodman, David King Stevens, Wayne A. Wurtsbaugh

Civil and Environmental Engineering Faculty Publications

The effects of a single lake on downstream water chemistry may be compounded by the presence of additional lakes within the watershed, augmenting or negating the effects of the first lake. Multiple, linked lakes are a common feature of many watersheds and these resemble reactors in series often studied in engineering. The effects of multiple lakes in series on nutrient transport are largely unexplored. We populated and calibrated a simple lake model to investigate the role of a sub-alpine lake (Bull Trout Lake (BTL), Rocky Mountains, USA) on the transport of the macronutrients during the summer of 2008. Further, we …

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Estimating And Verifying Household Potential To Conserve Water, Francisco J. Suero, Peter W. Mayer, David E. Rosenberg Apr 2012

Estimating And Verifying Household Potential To Conserve Water, Francisco J. Suero, Peter W. Mayer, David E. Rosenberg

Civil and Environmental Engineering Faculty Publications

Behavior and technological impacts on residential indoor water use and conservation efforts in the United States are identified. Preexisting detailed end-use data was collected before and after toilets, faucets, showerheads, and clothes washers were retrofitted in 96 owner-occupied, single-family households in Oakland, California; Seattle, Washington; and Tampa, Florida, between 2000 and 2003. Water volume, duration of use, and time of use were recorded and disaggregated by appliance for two weeks before and four weeks after appliances were retrofitted. For each appliance, observed differences in water use before and after retrofits are compared to water savings predicted by simple analytical, regression, …

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Effects Of Particulates On Water Meter Accuracy Through Expected Life, B. Skyler Buck, Michael C. Johnson, Steven L. Barfuss Apr 2012

Effects Of Particulates On Water Meter Accuracy Through Expected Life, B. Skyler Buck, Michael C. Johnson, Steven L. Barfuss

Civil and Environmental Engineering Faculty Publications

Many factors can influence the accuracy of water meters, including age, throughput, water quality, and the presence of particulates in the metered water. These factors can affect various types of meters quite differently depending on the meter's design. This article examines the effects of particulates on various types of meters over their estimated life in a controlled environment. The intent of this study was to assess the effect of particulates on new meter performance and identify trends that may typify meter performance and longevity after being subjected to a slug of particulates. Oscillating-piston (displacement-piston) meters were most affected by a …

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The Cuahsi Community Hydrologic Information System, David G. Tarboton, D. R. Maidment, I. Zaslavsky, Daniel Ames, J. L. Goodall, R. P. Hooper, Jeffery S. Horsburgh Mar 2012

The Cuahsi Community Hydrologic Information System, David G. Tarboton, D. R. Maidment, I. Zaslavsky, Daniel Ames, J. L. Goodall, R. P. Hooper, Jeffery S. Horsburgh

Civil and Environmental Engineering Faculty Publications

No abstract provided.

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Papaya (Carica Papaya) Seed As A Low-Cost Sorbent For Zinc Removal, Siew-Teng Ong, Shiau-Ping Yip, Pei-Sin Keng, Siew-Ling Lee, Yung-Tse Hung Feb 2012

Papaya (Carica Papaya) Seed As A Low-Cost Sorbent For Zinc Removal, Siew-Teng Ong, Shiau-Ping Yip, Pei-Sin Keng, Siew-Ling Lee, Yung-Tse Hung

Civil and Environmental Engineering Faculty Publications

The potential of using papaya seed as a sorbent for the removal of Zn from aqueous solution was investigated. The sorption characteristics of the sorbent was studied under various experimental conditions, such as pH, contact time, concentration of Zn(II), agitation rate and sorbent’s particle size. The equilibrium data have been studied using Langmuir, Freundlich and Brunauer-Emmett-Teller equations. The best correlation was obtained using Langmuir isotherm with the regression coefficient value of 0.9799 and maximum sorption capacity of 19.88 mg/g. The effective pH for the maximum uptake of Zn(II) was at pH 5.0. An increase in percentage uptake of Zn(II) can …

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Canopy Radiation Transmission For An Energy Balance Snowmelt Model, Vinod Mahat, David G. Tarboton Jan 2012

Canopy Radiation Transmission For An Energy Balance Snowmelt Model, Vinod Mahat, David G. Tarboton

Civil and Environmental Engineering Faculty Publications

To better estimate the radiation energy within and beneath the forest canopy for energy balance snowmelt models, a two stream radiation transfer model that explicitly accounts for canopy scattering, absorption and reflection was developed. Upward and downward radiation streams represented by two differential equations using a single path assumption were solved analytically to approximate the radiation transmitted through or reflected by the canopy with multiple scattering. This approximation results in an exponential decrease of radiation intensity with canopy depth, similar to Beer's law for a deep canopy. The solution for a finite canopy is obtained by applying recursive superposition of …

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Simple Optimization Method To Determine Best Management Practices To Reduce Phosphorus Loading In Echo Reservoir, Utah, Omar Alminagorta, Bereket Tesfatsion, David E. Rosenberg, Bethany T. Neilson Jan 2012

Simple Optimization Method To Determine Best Management Practices To Reduce Phosphorus Loading In Echo Reservoir, Utah, Omar Alminagorta, Bereket Tesfatsion, David E. Rosenberg, Bethany T. Neilson

Civil and Environmental Engineering Faculty Publications

This study develops and applies a simple linear optimization program to identify cost effective Best Management Practices (BMPs) to reduce phosphorus loading to Echo Reservoir, Utah. The optimization program tests the feasibility of proposed Total Maximum Daily Load (TMDL) allocations based on potential BMP options and provides information regarding the spatial redistribution of loads among sub-watersheds. The current version of the TMDL for Echo reservoir allocates phosphorus loads to existing non-point phosphorus sources in different sub-watersheds to meet a specified total load. Optimization results show that it is feasible to implement BMPs for non-point sources in each sub-watershed to meet …

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Structural Topology Optimization: Moving Beyond Linear Elastic Design Objectives, James K. Guest, Reza Lotfi, Andrew T. Gaynor, Mehdi Jalalpour Jan 2012

Structural Topology Optimization: Moving Beyond Linear Elastic Design Objectives, James K. Guest, Reza Lotfi, Andrew T. Gaynor, Mehdi Jalalpour

Civil and Environmental Engineering Faculty Publications

Topology optimization is a systematic, free-form approach to the design of structures. It simultaneously optimizes material quantities and system connectivity, enabling the discovery of new, high-performance structural concepts. While powerful, this design freedom has a tendency to produce solutions that are unrealizable or impractical from a structural engineering perspective. Examples include overly complex topologies that are expensive to construct and ultra-slender subsystems that may be overly susceptible to imperfections. This paper summarizes recent tools developed by the authors capable of mitigating these shortcomings through consideration of (1) constructability, (2) nonlinear mechanics, and (3) uncertainties.

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Estimation Of Evapotranspiration And Water Budget Components Using Concurrent Soil Moisture And Water Table Monitoring, Mandana Rahgozar, Nirjhar Shah, Mark Ross Jan 2012

Estimation Of Evapotranspiration And Water Budget Components Using Concurrent Soil Moisture And Water Table Monitoring, Mandana Rahgozar, Nirjhar Shah, Mark Ross

Civil and Environmental Engineering Faculty Publications

Simultaneous measurements of soil moisture profiles and water table heads, along a flow path, were used to determine evapotranspiration (ET) along with other components of the water budget. The study was conducted at a small-scale (~0.8 Km2) hydrologic monitoring field site in Hillsborough County, Florida, from January 2002 to June 2004. Frequency Domain Reflectometry soil moisture probes, installed in close proximity to water table monitoring wells were used to derive changes in the soil water storage. A one-dimensional transect model was developed; changes in the soil water storage and water table observations served as input to determine all vertical and …

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Interfacing Building Response With Human Behavior Under Seismic Events, Z. Liu, Mehdi Jalalpour, C. Jacques, S. Szyniszewski, J. Mitrani-Reiser, James K. Guest, T. Igusa, B. W. Schafer Jan 2012

Interfacing Building Response With Human Behavior Under Seismic Events, Z. Liu, Mehdi Jalalpour, C. Jacques, S. Szyniszewski, J. Mitrani-Reiser, James K. Guest, T. Igusa, B. W. Schafer

Civil and Environmental Engineering Faculty Publications

The goal of this paper is to model the interaction of humans with their built environment during and immediately following a natural disaster. The study uses finite element simulations to evaluate the response of buildings under input ground motions and agent-based dynamic modeling to model the subsequent evacuation of building occupants in the study area immediately following the seismic event. The structural model directly captures building damage and collapse, as well as floor accelerations and displacements to determine nonstructural damage, injuries and fatalities. The goal of this research is to make connections between building damage and occupant injuries, with geographic …

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Urban Particulate Matter Activates Akt In Human Lung Cells, T. L. Watterson, B. Hamilton, Randy S. Martin, R. A. Coloumb Jr. Jan 2012

Urban Particulate Matter Activates Akt In Human Lung Cells, T. L. Watterson, B. Hamilton, Randy S. Martin, R. A. Coloumb Jr.

Civil and Environmental Engineering Faculty Publications

The normally picturesque Cache Valley in northern Utah is frequently reported to have the worst particulate (PM) air pollution in the United States. Numerous epidemiological studies conducted elsewhere have associated PM exposure to a variety of cardiovascular diseases and early mortality. We have previously shown that Cache Valley PM (CVPM) is pro-inflammatory, through a variety of mechanisms involving the release of inflammatory cytokines, unfolded protein response, ER stress, and C-reactive protein (CRP). This study was undertaken to determine whether Cache Valley PM (CVPM) would activate Akt, an upstream mechanism common to these events. Human lung (BEAS-2B) cells were treated with …

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Optimizing Reservoir-Stream-Aquifer Interactions For Conjunctive Use And Hydropower Production, Hala Fayad, Richard C. Peralta, Ali Forghani Jan 2012

Optimizing Reservoir-Stream-Aquifer Interactions For Conjunctive Use And Hydropower Production, Hala Fayad, Richard C. Peralta, Ali Forghani

Civil and Environmental Engineering Faculty Publications

Conjunctive management of water resources involves coordinating use of surface water and groundwater resources. Very few simulation/optimization (S-O) models for stream-aquifer system management have included detailed interactions between groundwater, streams, and reservoir storage. This paper presents an S-O model doing that via artificial neural network simulators and genetic algorithm optimizer for multiobjective conjunctive water use problems. The model simultaneously addresses all significant flows including reservoir-stream-diversion-aquifer interactions in a more detailed manner than previous models. The model simultaneously maximizes total water provided and hydropower production. A penalty function implicitly poses constraints on state variables. The model effectively finds feasible optimal solutions …

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The Cuahsi Community Hydrologic Information System (Invited), David G. Tarboton, D. R. Maidment, I. Zaslavsky, Daniel Ames, J. L. Goodall, R. P. Hooper, Jeffery S. Horsburgh Dec 2011

The Cuahsi Community Hydrologic Information System (Invited), David G. Tarboton, D. R. Maidment, I. Zaslavsky, Daniel Ames, J. L. Goodall, R. P. Hooper, Jeffery S. Horsburgh

Civil and Environmental Engineering Faculty Publications

Hydrologic information is collected by many individuals and organizations in government and academia for many purposes, including general monitoring of the condition of the water environment and specific investigations of hydrologic processes. Comprehensive understanding of hydrology requires integration of this information from multiple sources. The Consortium of Universities for the Advancement of Hydrologic Science, Inc. (CUAHSI) has developed a Hydrologic Information System (HIS) to provide better access to data by enabling the publication, cataloging, discovery and retrieval of hydrologic data using web services. This paper describes HIS capability developed to promote data sharing and interoperability in the Hydrologic Sciences with …

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Bayesian Sediment Transport Model For Unisize Bed Load, Mark L. Schmelter, Mevin B. Hooten, David King Stevens Nov 2011

Bayesian Sediment Transport Model For Unisize Bed Load, Mark L. Schmelter, Mevin B. Hooten, David King Stevens

Civil and Environmental Engineering Faculty Publications

Fluvial sediment transport studies have long underscored the difficulty in reliablyestimating transport model parameters, collecting accurate observations, and makingpredictions because of measurement error, natural variability, and conceptual modeluncertainty. Thus, there is a need to identify modeling frameworks that accommodate theserealities while incorporating functional relationships, providing probability-basedpredictions, and accommodating for conceptual model discrimination. Bayesian statisticalapproaches have been widely used in a number of disciplines to accomplish just this, yetapplications in sediment transport are few. In this paper we propose and demonstrate aBayesian statistical approach to a simple sediment transport problem as a means toovercome some of these challenges. This approach provides …

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Advancing Solutions For An Earthcube Design. What Can Be Learned From The Cuahsi His Experience? An Earthcube Design Approaches Paper, David G. Tarboton, David Maidment, Ilya Zaslavsky, Jon Goodall, Dan Ames, Richard P. Hooper, Jeffery S. Horsburgh, Kimberly A. T. Schreuders, Ray Idaszak, Alva Couch Oct 2011

Advancing Solutions For An Earthcube Design. What Can Be Learned From The Cuahsi His Experience? An Earthcube Design Approaches Paper, David G. Tarboton, David Maidment, Ilya Zaslavsky, Jon Goodall, Dan Ames, Richard P. Hooper, Jeffery S. Horsburgh, Kimberly A. T. Schreuders, Ray Idaszak, Alva Couch

Civil and Environmental Engineering Faculty Publications

The EarthCube goal of creating an infrastructure for managing and integrating knowledge across all geosciences in an open, transparent and inclusive manner aligns well with the overarching goals for the work that has been done in CUAHSI on Hydrologic Information Systems. CUAHSI has taken some steps in this direction, but a lot remains to be done. This paper describes these steps and makes some suggestions for the path ahead.

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Improving The Interoperability Of Earth Observations, Jeffery S. Horsburgh, David G. Tarboton Oct 2011

Improving The Interoperability Of Earth Observations, Jeffery S. Horsburgh, David G. Tarboton

Civil and Environmental Engineering Faculty Publications

In the history of science, many significant advances have resulted from new measurements. Despite the growing volume and sophistication of scientific theorizing of the past several decades, the ultimate source of information in many scientific disciplines is field observations and measurements. What is emerging today is an era of new data collection in the context of larger scale hydrologic and environmental observatories and in response to calls from leaders in the scientific community for new observing systems (e.g., data networks, field observations, and field experiments) that recognize the spatial and temporal heterogeneity of earth processes. These new data collection efforts …

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Optimal Design Of Trusses With Geometric Imperfections: Accounting For Global Instability, Mehdi Jalalpour, Takeru Igusa, James K. Guest Oct 2011

Optimal Design Of Trusses With Geometric Imperfections: Accounting For Global Instability, Mehdi Jalalpour, Takeru Igusa, James K. Guest

Civil and Environmental Engineering Faculty Publications

A topology optimization method is proposed for the design of trusses with random geometric imperfections due to fabrication errors. This method is a generalization of a previously developed perturbation approach to topology optimization under geometric uncertainties. The main novelty in the present paper is that the objective function includes the nonlinear effects of potential buckling due to misaligned structural members. Solutions are therefore dependent on the magnitude of applied loads and the direction of resulting internal member forces (whether they are compression or tension). Direct differentiation is used in the sensitivity analysis, and analytical expressions for the associated derivatives are …

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The Open Geospatial Consortium And Earthcube, An Earthcube Technology Paper, David Maidment, Ben Domenico, Alastair Gemmell, Kerstin Lehnert, David G. Tarboton, Ilya Zaslavsky Oct 2011

The Open Geospatial Consortium And Earthcube, An Earthcube Technology Paper, David Maidment, Ben Domenico, Alastair Gemmell, Kerstin Lehnert, David G. Tarboton, Ilya Zaslavsky

Civil and Environmental Engineering Faculty Publications

EarthCube aims to create an integrated system to access, analyze and share information that is used by the entire geosciences community. The Open Geospatial Consortium (OGC) is an organization of which more than four hundred companies and agencies are members, whose purpose is to create open source standards for sharing geospatial and observational information. The authors of this paper are users of OGC standards in our work in hydrology, meteorology, climatology, oceanography and in the solid earth sciences, in other words, in key disciplinary fields that contribute to the Geosciences. Moreover, the OGC has an effective process for engaging individuals …

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Review Of "Handbook For Blast Resistent Design Of Buildings", Norbert J. Delatte Sep 2011

Review Of "Handbook For Blast Resistent Design Of Buildings", Norbert J. Delatte

Civil and Environmental Engineering Faculty Publications

No abstract provided.

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Case Methods In Civil Engineering Teaching, Timothy A. Newson, Norbert J. Delatte Sep 2011

Case Methods In Civil Engineering Teaching, Timothy A. Newson, Norbert J. Delatte

Civil and Environmental Engineering Faculty Publications

English: There have been significant changes in undergraduate civil engineering curricula in the last two decades. Key issues for university curriculum committees are selection and transference of appropriate skills and attributes for students to succeed in the industry. Despite significant changes occurring in teaching theories, civil engineering education still relies heavily on deductive instruction. Case-based teaching is one of the most widespread forms of inductive learning and this paper describes the differences between two of the most familiar types: 'case-histories' and 'case-studies'. These methods are presented using the Kansas City Hyatt Regency walkway collapse as an exemplar. The benefits of …

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Managing Hydrologic Data, Observations And Terrain Analysis, David G. Tarboton Aug 2011

Managing Hydrologic Data, Observations And Terrain Analysis, David G. Tarboton

Civil and Environmental Engineering Faculty Publications

No abstract provided.

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Probabilistic Assessment Of The Friendship Trail Bridge, Rajan Sen, Gray Mullins, Niranjan Pai Aug 2011

Probabilistic Assessment Of The Friendship Trail Bridge, Rajan Sen, Gray Mullins, Niranjan Pai

Civil and Environmental Engineering Faculty Publications

The analysis performed in this study is theoretical and uses data found in the open literature rather than actual data for the bridge. The results presented indicate that the bridge is unlikely to meet a service life of an additional 20 years at reliability levels required by prevailing design codes while foregoing routine maintenance. In the light of the lower than typical reliability predicted by the analysis, more frequent bridge inspections will be needed to maintain safety in the event the bridge is repaired. vii The predictions are critically dependent on assumptions relating to the corrosion rate and statistical distributions …

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Remote Monitoring Of Bridges, Rajan Sen, Gray Mullins, Alberto Sagues, Julio Aguilar, Danny Winters Jul 2011

Remote Monitoring Of Bridges, Rajan Sen, Gray Mullins, Alberto Sagues, Julio Aguilar, Danny Winters

Civil and Environmental Engineering Faculty Publications

This report summarizes findings from a 24-month study in which the performance of cathodic protection systems for substructures of two interstate bridges was remotely monitored. The two bridges #860050 and #860054 are located on the “Alligator Alley” toll portion of eastbound I-75 in Broward County, FL. Each bridge spans two pilesupported piers inside a drainage canal. The seven steel H-piles supporting the piers are jacketed in concrete to a level just below the water surface and are cathodically protected by three magnesium anodes spaced uniformly over their submerged length.

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Improving Concrete Containment Structures Associated With Fixed Cone Valves, B. Skyler Buck, Michael C. Johnson, Zachary B. Sharp May 2011

Improving Concrete Containment Structures Associated With Fixed Cone Valves, B. Skyler Buck, Michael C. Johnson, Zachary B. Sharp

Civil and Environmental Engineering Faculty Publications

Fixed-Cone valves are often used to dissipate energy and regulate flow at the low level outlet works of dams.Fixed-Cone valves, also known as Howell-Bunger valves, create an expanding conical jet allowing the energy of the water to dissipate over a large area. However, in many applications constructing the large stilling basin necessary for these valves is either not possible or not feasible. In order to reduce the relative size of the stilling basin, hoods or concrete containment structures have been used in conjunction with Fixed-Cone valves. This paper discusses the use of baffles in concrete containment structures in order to …

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Hydrologic Controls On Equilibrium Soil Depths, L. Nicótina, David G. Tarboton, Teklu K. Tesfa, A. Rinaldo Apr 2011

Hydrologic Controls On Equilibrium Soil Depths, L. Nicótina, David G. Tarboton, Teklu K. Tesfa, A. Rinaldo

Civil and Environmental Engineering Faculty Publications

This paper deals with modeling the mutual feedbacks between runoff production and geomorphological processes and attributes that lead to patterns of equilibrium soil depth. Our primary goal is an attempt to describe spatial patterns of soil depth resulting from long-term interactions between hydrologic forcings and soil production, erosion, and sediment transport processes under the framework of landscape dynamic equilibrium. Another goal is to set the premises for exploiting the role of soil depths in shaping the hydrologic response of a catchment. The relevance of the study stems from the massive improvement in hydrologic predictions for ungauged basins that would be …

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