State Water Resources Research Institute Program

State Water Resources Research Institute
2009 State Program Projects

 


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STATE
PROJECT TITLE
PROGRESS REPORT, 2009
AK
Study of Streamflow Response to Seasonal Snowcover Change in the Yukon RiverPDF
AK
The diminishing role of glacier runoff into Eklutna Lake; potential impacts of hydropower and water supply for the Municipality of Anchorage PDF
AK
Impacts of Cold Regions Open Dumps on Microbial Water Quality PDF
AK
Effect of raw water quality and membrane characteristics on membrane fouling and effluent quality for filtration of surface water with high organic matter content PDF
AL
Evaluation of Stormwater Quality Improvement Through Pervious Concrete Pavement PDF
AL
Assessment of Groundwater Flow Paths and Discharge to the Coastal Region of Baldwin County, Alabama to Understand Contaminant Transport Using a Cross-Sectional Groundwater Flow and Transport Model PDF
AL
Understanding the Role of Denitrification as a Mechanism for Nitrogen (N) Removal Along a River Continuum in Central Alabama PDF
AR
Denitrification, Internal N Cycling, and N Retention in River Impoundment Reservoirs PDF
AR
Land-use effects on resistance and resilience of stream metabolism to flood events in Ozark Highland headwater streams PDF
AR
Longitudinal evolution of nutrients in a mixed-use watershed under storm and non-storm flow regimes PDF
AZ
The Ecohydrology and Management of Pinus Ponderosa Forests in the Southwest PDF
AZ
Transport and fate of mercury and other metals in Tucson's urban metropolitan area: Role of watershed sources versus atmospheric deposition PDF
AZ
Mercury Source Fingerprinting in Arid Lands Aquatic Ecosystems PDF
CA Assessing Orchard and Vinyard Irrigation Needs with Thermal Aerial Imagery PDF
CA Reducing Water Use in Naval orange Production with Partial Root Zone Drying - Comparison with Conventional Irrigation at the Same Reduced irrigation Rates PDF
CA Development and Application of the Coupled Vadose Zone-Ground Water Flow Modeling Environment PDF
CA UC Irrigation Water Management - Web-based Research and Information Center PDF
CO Hydrologic Analysis and Process-based Modeling for the Upper Cache la Poudre Basin, Year 2 PDF
CO Development of Oilseed Crops for Biodiesel Production Under Colorado Limited Irrigation Conditions PDF
CO Understanding the Hydrologic Factors Affecting the Growth of the nuisance diatom Didymosphenia Geminata in Rivers PDF
CO Developing Barriers to the Upstream Migration of New Zealand mudsnail (Potamopyrgus antipodarum) Phase III - Laboratory and Field Evaluations of Mudsnail Response to Copper-Based Materials Under Varied Water Quality Conditions PDF
CO High Resolution Soil Moisture Retrieval in the Platte River Watersheds PDF
CT Rapid and Sensitive Detection of Total Coliforms and E. coli Using SWNT Membrane PDF
CT Optimization of Acidogenic Anaerobic Wastewater Treatment with The Potential for Water Reclamation PDF
CT Evaluation of Turbidity Acidification During Sampling and Analytical Preparation as the Cause of Observed Manganese Anomalies in Drinking Water Wells PDF
CT Stream chemical interactions within the urban environment: assessing the fate of nitrogen and mercury in a stream impacted by combined sewer overflows PDF
DC Modeling Model Uncertainty for Storm Water Quantity and Quality Analysis PDF
DC Clam Active Biomonitoring and POM Passive Monitoring for Anacostia Watershed Contaminant Point Sources PDF
DCSpeciation of Some Trioganotin Compounds in Anacostia and Potomac River Sediments using 119SnNMR Spectroscopy PDF
DC Development of a Fast Optimization Technique Using Interactive Spatial Join for GIS Application in Water Resources PDF
DC Application of Spatiotemporal Informatics to Water Quality (Phase II) PDF
DC Development of Web-based Rainfall Statistical Analysis Tool for Urban Stormwater Management Analysis (Phase II) PDF
DE Hydrogeologic Characterization of the Potomac Aquifer, Delaware PDF
DE Modeling Hydrologic and Geochemical Effects of Land-Based Wastewater Disposal PDF
DE Evolution of Dissolved Organic Nitrogen (Don) from the Headwaters to the Catchment Outlet: Sources, Variation with Scale, and Differences with Dissolved Organic Carbon PDF
DE Development of an Assay to Monitor the Activity of Fungal Enzymes in Soil PDF
DE Endangered Species on the Delaware River: Ecological, Economic and Institutional Concerns PDF
DE Newly Constructed Wetland Management PDF
DE Direct Contact Membrane Distillation PDF
DE Investigation of Source and Dynamics of Bacterial Contamination in a Coastal Lagoon PDF
DE Physical characterization of infiltration facilities used for disposal of wastewater and stormwater PDF
DE Characterizing the chemistry of dissolved organic matter (DOM) in watershed runoff using innovative techniques PDF
DE A Comprehensive Management Plant to Reduce Nonpoint Pollution of the Cool Run Watershed on the University of Delaware Campus PDF
DEMicrobiome of the Eastern Oyster, Crassostrea virginicaPDF
DE Hydrology of Freshwater Marsh Nature Preserve, New Castle County, Delaware PDF
FL In-Filling Missing Daily Rain Gauge Data Using NEXRAD Rainfall Data PDF
FL Expansion of Measurement of evapotranspiration, recharge, and runoff in a transitional water table environment PDF
FL Evaluation of the Geochemical and Microbial Processes Controlling Arsenic Mobilization during Artificial Recharge (AR) and Aquifer Storage and Recovery (ASR) PDF
FL Sensitivity Analysis of South Florida Regional Modeling PDF
FL Addition of Ecological Algorithms into the RSM Model PDF
GA Quantification of Vegetative Flow Resistance in Constructed Wetlands PDF
GA Identifying Locations of High Connectivity between Floridan Aquifer Water and Surface Waters at Lineament Intersections with Tributaries of the Lower Flint River PDF
GA Assessing the impacts of a major wildfire in the Okefenokee Swamp on mercury levels in resident macroinvertebrates and mosquitofish PDF
GU Protect Guam's Fresh Water: Taking Personal Responsibility for Pollution, Conservation and Community Action PDF
GUCalibration and Application of LUOM (Luo, 2007) in Southern Guam Watersheds With and Without Flow Data flow dataPDF
GU Reconstructing the Ancient Rainfall-Drought History of Guam PDF
GU Impacts of Land Cover Change on Groundwater Quality in Guam PDF
GU Sustainable Well Yield Determinations Using Conductivity Probes on Active Wells PDF
GU Development of Optimal Operation of Saipan's Water Distribution System Using a Newly Developed Hydraulic Model PDF
GU Influence of Stormwater and Wastewater Discharges on the Distribution and Abundance of Heavy Metals in Sediments from Saipan Lagoon PDF
GU Atoll Water Budget Modeling, Information Transfer and Training for the Federated States of Micronesia PDF
GU Prediction of Flow Duration Curves for Use in Hydropower Analysis at Ungaged Sites in Pohnpei, FSM PDF
HI A decision support tool for managing the pipe network of the Honolulu Board of Water Supply PDF
HI Experimental Study of Humidification-Dehumidification (HDH) Seawater Desalination Driven by Solar Energy PDF
HIAssessing the Influence of Land-Based Discharges (Streams, Storm Drain, Groundwater) on the Concentrations and Ratio of Four Human Pathogenic Marine Vibrio spp. in Four Categories of Coastal Water Environments of Hawaii.PDF
HI Optimal Groundwater Extraction and Water Recycling PDF
IA Biomass Harvest and Nutrient Management Systems Impacts on Water Quality. PDF
IA Time-Series Modeling of Reservoir Effects on River Nitrate Concentrations PDF
ID Community Economic Impacts of Water Transfer in the Magic Valley PDF
ID Modeling Energy Implications of Water Management Decisions in the Upper Snake River Basin PDF
ID Development of a Hydrologic Frame Work and Estimation of the Water Balance in the Mountainous Watersheds of Idaho PDF
IL Nitrate Remeidation by Iron Redox Reactions in Soils PDF
ILAttachement and Transport Mechanisms of Cryptosporidium parvum Oocysts in Subsurface Environments: A Multi-Scale StudyPDF
IN Remote Sensing of Water Quality Indicators in the Wabash River PDF
IN Fish Responses to Sediment Associated with Increasing Biofuel-related Crop Production in the Wabash River Watershed PDF
IN Environmental Implications of Manufactured Nanomaterials: Silver, Gallium and Indium PDF
IN The Influence of Nonprescription Pharmaceuticals on Aquatic Ecosystems: Direct Toxicity and Indirect Trophic Interactions PDF
IN Hydrology, Substrates and Fish Assemblages of the Wabash River PDF
IN Publication 1: What Killed the Fish? Using Observations, Sampling, and Science to Solve the Mystery/Publication 2: A Field Guide for Determining the Cause of a Fish Kill PDF
KS Sediment Baseline Assessment PDF
KS An Analysis of Sedimentation Reduction Strategies for Tuttle Creek Lake PDF
KY Elemental flow through food webs in restored and reference stream reaches PDF
KY Effects of Roundup® exposure on behavior and reproductive function in a pond-breeding salamander PDF
KYTracing the fate of Nitrogen-15 in isotopcially-labeled E. coli and determining fecal indicator die-off rates in an Inner Bluegrass karst basin, central KentuckyPDF
KY Study of turbulent processes driving sedimentation in the rivers of Kentucky PDF
KY Evaluating the impact of hemlock woolly adelgid invasion on headwater streams PDF
KY Impacts of Bush honeysuckle on ephemeral aquatic ecosystems PDF
KYTen year assessment of the Kentucky River Watershed Watch ProgramPDF
LA Modeling Turbulent Enhancement of Sediment Transport PDF
LA Bayesian Model Averaging for Saltwater Intrusion Management under Model Uncertainty PDF
LA Fecal Coliform TMDL Development for Holly Beach PDF
MA Bacterial Toxicity of Oxide Nanoparticles and Their Adhesion PDF
MA Impact of Nanoparticles on the Activated Sludge Process: Effects on Microbial Community Structure and Function PDF
MA Assessing the Transport and Fate of Effluent Organic Nitrogen in the Connecticut River and Long Island Sound Using Mass-Mapping Proteomics Technology PDF
MACharacterization of Flow and Water Quality of Stormwater Runoff from a Green Roof PDF
MA Acid Rain Monitoring Project (ARM) PDF
MD Nearshore sediment inputs due to shore erosion in the Maryland Chesapeake Bay PDF
MD Low-cost Anaerobic Digesters for Dairy Manure Treatment and Renewable Energy Production PDF
MD Role of Invertebrate Bioturbation in Phosphorus Retention of Agricultural Ditch Soils--Summer Fellowship PDF
MD Correlating Nutrient, Pesticide, and Bacteria levels in the Choptank River--Summer Fellowship PDF
ME Regional Pilot to Reduce Stormwater Polluting Behaviors through Social Marketing as an Environmental Education Tool in the Bangor Urbanized Area PDF
ME Using Fluorescence Spectroscopy as a Rapid, Cost-Effective Method to Monitor and Analyze Low Levels of Pharmaceuticals in Three Maine Rivers. PDF
ME A sequential time-weighted average monitoring approach for monitoring pesticide levels in Maine surface waters. PDF
ME Sustainable water allocation and rulemaking for Maine's surface waters: Adaptation consideration in a changing climate PDF
ME Influences of dissolved organic carbon and iron on phosphorus photochemistry in surface waters PDF
ME Temporal changes of the phosphorus concentration profiles in two Maine lake sediment porewaters using a passive sampling technique. PDF
ME Conserving Significant Vernal Pools through Collaborative Local Initiatives PDF
ME Citizen Science: Solving Groundwater Issues in New England PDF
ME Impacts of White Perch Introductions on Trophic Dynamics: Paleolimnological Record of Zooplankton Grazing and Nutrient Cycling PDF
ME Using GC/FT-ICR MS for the Identification of Disinfection By-products PDF
MI Water Quantity and Water Quality Effects of BMPs Implementation in Urban Areas PDF
MI An Estimation of Self-supplied Residential Water Use in Michigan PDF
MI Community Capacity and Use of Groundwater Information: Social Networks, Coalitions, Abilities, and Stratification in Use of the Water Withdrawal Assessment Tool PDF
MI Natural Resources Integrated Information System PDF
MN Reductive degradation of pesticides: Solid-state and solution-phase dynamics PDF
MN Fate and bioavailability of litter mercury in Minnesota streams and rivers PDF
MN Urban Stormwater Inputs of Perfluorochemicals PDF
MO Visible Light-activated Titanium Dioxide-based Photocatalysts: Synthesis and Potential Environmental Applications PDF
MO Developing Guidelines for Polyacrylamide Use for Erosion and Runoff Reduction PDF
MSAssessing the effectiveness of measures to reduce sediment loads in surface waters using 210Pb activity in lacustrine sedimentsPDF
MS Influences of Land Surface / Land Use Characteristics on Precipitation Patterns over the Lower Mississippi Alluvial Plain PDF
MS Water quality and other ecosystem services performed in wetlands managed for waterfowl in Mississippi PDF
MS Molecular Identification of Bacterial Communities Associated with Biodegradation of Pentachlorophenol in Groundwater PDF
MT Tracking Human-Derived Nitrogen through Stream Food Webs in a Rapidly Developing Mountain Watershed PDF
MT Organic Wastewater Chemicals in Ground Water and Blacktail Creek, Summit Valley, Montana PDF
MT Quantification of Coal-Aquifer Baseflow in Montana Rivers Using Carbon Isotopes PDF
MT Student Fellowship: Variability in the Characteristics of Wildfire Ash: Implications for Post-Fire Runoff, Erosion, and Water Quality PDF
MT Student Fellowship: A More Efficient Micro-hydro that Utilizes a Tesla Turbine Technology PDF
MT Student Fellowship: Bayesian Uncertainty and Sensitivity Analysis for Complex Environmental Models, with Applications in Watershed Management PDF
MT Student Fellowship: Tree-ring based reconstruction of Bighorn River Flow During the Last Millennium PDF
NC Protecting Receiving Waters: Removal of Biochemically Active Compounds from Wastewater by Ozonation and Activated Carbon Adsorption Processes PDF
NC Seasonal Streamflow Forecasts for the Hydrologic Unit Code (HUC-8) Basins in North Carolina utilizing Multimodel Climate Forecasts PDF
NC Using PCR-based Methods to Assess Microbial Contamination from Swine CAFOs in Surface and Groundwaters PDF
ND Effects of Iron Bacteria on Subsurface Tile Drains: Influence on Nutrient Transport PDF
NDSource tracking of Cryptosporidium in rural watershedsPDF
ND Polymer Modified Zero-valent Iron Nanoparticles for Arsenic Remediation: Longevity and Ionic PDF
ND Development of GAC-NZVI Adsorbent for Arsenic Removal PDF
ND Interactions Between Microorganisms and Metal Nanoparticles: A New Approach for Groundwater Remediation (Final Phase) PDF
ND Ion Imprinted Polymer for Removal and Monitoring of Arsenic (Phase II) PDF
ND Chemical Fingerprinting of Sediments and Water of the Souris River for Identification of Diffuse Pollution Sources II PDF
ND Fate of Biodegradable Dissolved Organic Nitrogen in Fargo Wastewater PDF
ND Regional Flood Frequency Analysis in the Missouri River Basin Based on L-moments and GLS RegressionPDF
NE A Solute Transport System for Systematically Evaluating Remedial Technologies for Chlorinated Solvent-Contaminated Groundwater PDF
NE Understanding Microbial Communities in Hyper Alkaline-Saline Sandhills Lakes as an Indicator of Global Warming PDF
NE Nitrate stimulated oxidative dissolution of U(IV) bearing minerals leading to U mobility in Nebraska groundwater PDF
NH Urbanization Impacts on NH Streamwater Thermal Loading PDF
NH Water Quality and the Landscape: Long-term monitoring of rapidly developing suburban watersheds PDF
NH Water Quality Change-Effects of Development in Selected Watersheds PDF
NH A pilot study of septic impacts on water quality using Boron concentrations and isotopes as a source tracer PDF
NJ Antibiotic pollution of aquatic habitats and impact on the development of environmental pools of resistance in natural microbial communities PDF
NJ A modified photosynthesis process for water purification PDF
NJ Development of a profile SOD measurement technique PDF
NJ Innovative Research and Development for Environmental Protection and Sustainable Waste and Wastewater Management System Design PDF
NJ Development of two in vivo fish assays to study the anti-estrogenic action of polycyclic aromatic hydrocarbons and to evaluate endocrine activity in NJ wastewater effluents PDF
NJ Application of molecular and metabolic biomarkers of anaerobic hydrocarbon degradation as evidence for natural attenuation in New Jersey groundwater samples PDF
NM Geographic Information System for Water Resources Research Planning PDF
NM Land application of industrial effluent on a Chihuahuan Desert ecosystem: Impact on soil physical and hydraulic properties PDF
NV Quagga Mussel Invasion in Lake Mead: Ecological Impact and Containment PDF
NV Estimation of Spatio-Temporal Statistics of Precipitation and Snow-Water Equivalent in the Truckee River Watershed PDF
NV Uncertainty and Sensitivity of Ground-Water Discharge Estimates for the Shrublands in the Great Basin Area PDF
NV Black Carbon in Sierra Nevada Snow: Impacts on Snowmelt and Water Supply PDF
NY Silica dynamics and nutrient retention modeling in the Hudson River Watershed PDF
NY Assessment of drug degradation in New York State waters PDF
NY Restoring access to American eel habitat in tributaries to the Hudson River Estuary: Identifying opportunities and implications for stream communities PDF
NY Performance of a Retrofit Stormwater Treatment System in an Institutional Setting, New Paltz, NY. PDF
NY Investigation of roadside ditches as contributors to in-stream bank erosion, suspended sediment loads, and degraded water quality across New York PDF
NY The fate of non point sources of nitrate in lawn maintenance PDF
OHMonitoring the Role of Biofilm Biopolymers Against Disinfectants in Water Distribution SystemsPDF
OH Evaluating Colloid Release from Natural and Model Porous Media PDF
OH Destruction of Cyanobacterial Toxins in Water with Germicidal UV-254 nm-based Homogeneous and Solar-based Heterogeneous Advanced Oxidation Processes PDF
OH Exploring Spatial and Temporal Demand Aggregation on Transport Characteristics in Distribution System Modeling PDF
OK Alternative Water Conservation Policy Tools for Oklahoma Water Systems PDF
OK Stream Depletion by Ground Water Pumping: A Stream Depletion Factor for the State of Oklahoma PDF
OK Quantification of water fluxes and irrigation use through remote sensing PDF
OR Detecting Heavy Metal Contamination in the Umatilla River of Eastern Oregon PDF
OR Vegetation and Soil Processes in Restored Wetlands PDF
OR Synthesis of Traceable Nanoparticles for Studying the Fate and Transport of Engineered Nanomaterials in Aquatic Systems PDF
OR Oregon Water Resources Department (OWRD): Developing an Integrated Water Resource Strategy PDF
OR Colloidal transport in variably saturated porous media: A detailed evaluation of colloid mobilization mechanisms PDF
OR Dams and Development: Ecological, Socioeconomic, and Policy Dimensions PDF
OR A Local Assessment of "Abandoned Wells" in Linn and Benton Counties PDF
PA An Emerging Technology for Emerging Contaminants: Biocatalysis of Endocrine Disrupting Chemicals in Wastewater for Beneficial Reuse PDF
PA Characterization, Treatment, and Reuse of Frac Water related to Horizontal Hydraulic Fracturing of Marcellus Shale and Natural Gas Exploration in Pennsylvania PDF
PA Stream Storm Flow Dynamics Below Combined Sewer Systems: Human and Runoff Inputs PDF
PA Developing Numeric Criteria to Guide Nutrient Controls for Streams in PennsylvaniaPDF
PROpen Pit Quarry Restoration to Bio-Viable Lands PDF
RI Nanosilver-clay composite material as a reactive permeable barrier to control microbiological and chemical contamination in groundwater PDF
RI Rhode Island Clean Drinking Water PDF
RI Sequential Inactivation of Microorganisms in Drinking Water using Ultraviolet Radiation and Residual Chlorine PDF
SC Sediment Pollution Potential Assessment of Abandoned Developments Using Remote Sensing and GIS PDF
SC Developing a theoretical framework for water quality trading in the Saluda-Reedy watershed, South Carolina PDF
SD Development of a Decision Support System for Water Resources Management of Shallow Glacial Alluvial Aquifers: A Laboratory Proof of Concept Study (Year 2) PDF
SD Simulating the Soil Erosion from Land Removed from CRP PDF
SD Determining Soil Moisture and Temperature Condition Effects on Potential Run-Off for Cold Season Manure Application PDF
SD Acidic Leaching Tests to Determine Arsenic Mobility from Concrete-Encapsulated Limestone Waste PDF
TN Effect of Wastewater Strength on Soil Physical Properties when using Subsurface Drip Irrigation PDF
TN Drought Variability in Reconstructed Streamflow PDF
TX Occurrence of Pharmaceuticals and Personal Care Products (PPCPs) at an effluent-dominated wastewater application site: Estrogens, Triclosan, and Caffeine PDF
TXRole of Free-ranging Wildlife in the Deposition of Escherichia coli into a Texas River FloodplainPDF
TX Sources and Risks of Waterborne Pathogens in the El Paso del Norte Region PDF
TX Economic analysis of proposed seawater desalination facility in Brownsville, TX PDF
TX Lake Houston Watershed Water Quality Prediction System PDF
TX Biotransformation of pharmaceuticals and personal care products (PPCPs) at an effluent land application site PDF
TX Influence of Land Use and Terrain on Surface Hydrology in Shrink-Swell Soils. PDF
TX Regulated Deficit Irrigation Application and Cotton Production in SW Texas PDF
TX In Situ Groundwater Arsenic Removal using Iron Oxide Coated Sand PDF
TX Ecohydrology of Forested Wetlands on the Texas Gulf Coast PDF
UT Drought Planning Including Carryover Surface Water Storage for a Utah Water Service Provider PDF
UT Increasing Data Accuracy, Reliability, Accessibility, and Understandability to Improve Basin-Wide Water Resources Decision Making PDF
VI Point-of-Entry (POE) Cistern Water Purification Units (CPU) Development PDF
VI Alternative Water Treatment Technologies for An Aquaponic System. PDF
VI Investigation of Sediment Export from St Thomas Watersheds PDF
VT Treatment Solutions to Reduce Nutrient and Bacterial Inputs to Lake Champlain at Shelburne Farms PDF
VT Improvement of Phosphorus Load Estimates through the use of Enzyme-Hydrolysis Measures of Phosphorus Bioavailability PDF
VT Quantifying Sediment Loading due to Stream Bank Erosion in Impaired and Attainment Watersheds in Chittenden County, VT Using Advanced GIS and Remote Sensing Technologies PDF
VT Estimating Soil Phosphorus Concentrations along Erodible Stream Corridors in Chittenden County, Vermont PDF
WA Adaptive Management of Mountain Forests to Prevent Mass Wasting under Climate Change PDF
WA Understanding Controls on Cyanobacteria Blooms: Vancouver Lake as a Model System PDF
WA Influence of Large Wood Addition on Nitrogen Transformations at the Surface water/groundwater interface PDF
WI From Sandbags to Sanity: Lessons from the Midwest Floods of 2008 PDF
WI Combination of Co-Precipitation with Zeolite Filtration to Remove Arsenic from Contaminated Water PDF
WI The Lethal and Sublethal Effects of Elevated Groundwater Nitrate Concentrations on Infaunal Invertebrates in the Central Sand Plains PDF
WV (WRI-117) Controlling Phosphate in Agricultural Field Leachate Using Mine Drainage Treatment Ferrihydrite PDF
WV (WRI-119) Development and Presentation of Current Water Quality Data for the Public PDF
WY Integrated Management of Groundwater and Surface Water Resources: Investigation of Different Management Strategies and Testing in a Modeling Framework PDF
WY Detecting the Signature of Glaciogenic Cloud Seeding in Orographic Snowstroms in Wyoming Using the Wyoming Cloud Radar PDF
WY Weather Modification Impacts and Forecasting of Streamflow PDF
WY A New Method for Tracing Seepage from CBNG Water Holding Ponds in the Powder River Basin, Wyoming PDF
WY Water Quality Criteria for Wyoming Livestock and Wildlife PDF
WY Detecting the Signature of Glaciogenic Cloud Seeding in Orographic Snowstorms in Wyoming II: Further Airborne Cloud Radar and Lidar Measurements PDF
WY Effects of Warm CBM Product Water Discharge on Winter Fluvial and Ice Processes in the Powder River Basin PDF
WY Characterization of Algal Blooms Affecting Wyoming Irrigation Infrastructure: Microbiological Groundwork for Effective Management PDF

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