Deep Learning for Daily Precipitation and Temperature Downscaling (English)
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In:
Water Resources Research
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57
, 4
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2021
- Article (Journal) / Electronic Resource
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Title:Deep Learning for Daily Precipitation and Temperature Downscaling
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Contributors:Wang, Fang ( author ) / Tian, Di ( author ) / Lowe, Lisa ( author ) / Kalin, Latif ( author ) / Lehrter, John ( author )
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Published in:Water Resources Research ; 57, 4
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Publisher:
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Publication date:2021-04-01
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Size:21 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 57, Issue 4
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Characterization of Groundwater Recharge and Flow in California's San Joaquin Valley From InSAR‐Observed Surface DeformationNeely, Wesley R. / Borsa, Adrian A. / Burney, Jennifer A. / Levy, Morgan C. / Silverii, Francesca / Sneed, Michelle et al. | 2021
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Machine Learning Predicted Redox Conditions in the Glacial Aquifer System, Northern Continental United StatesErickson, M. L. / Elliott, S. M. / Brown, C. J. / Stackelberg, P. E. / Ransom, K. M. / Reddy, J. E. et al. | 2021
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Uncertainty Quantification and Global Sensitivity Analysis for Transient Wave Propagation in Pressurized PipesWang, Xun et al. | 2021
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Integrating Gravimetry Data With Thermal Infra‐Red Data From Satellites to Improve Efficiency of Operational Irrigation Advisory in South AsiaBose, Indira / Hossain, Faisal / Eldardiry, Hisham / Ahmad, Shahryar / Biswas, Nishan K. / Bhatti, Ahmad Zeeshan / Lee, Hyongki / Aziz, Mazharul / Kamal Khan, Md. Shah et al. | 2021
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Frequent Mass Movements From Glacial and Lahar Terraces, Controlled by Both Hillslope Characteristics and Fluvial Erosion, are an Important Sediment Source to Puget Sound RiversScott, Daniel N. / Collins, Brian D. et al. | 2021
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Identifying More Realistic Model Structures by Electrical Conductivity Observations of the Karst SpringChang, Yong / Hartmann, Andreas / Liu, Ling / Jiang, Guanghui / Wu, Jichun et al. | 2021
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Non‐Gaussian Parameter Inference for Hydrogeological Models Using Stein Variational Gradient DescentRamgraber, Maximilian / Weatherl, Robin / Blumensaat, Frank / Schirmer, Mario et al. | 2021
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Transitioning out of Open Access: A Closer Look at Institutions for Management of Groundwater Rights in France, California, and SpainRouillard, J. / Babbitt, C. / Pulido‐Velazquez, M. / Rinaudo, J.‐D. et al. | 2021
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Improving the Representation of Long‐Term Storage Variations With Conceptual Hydrological Models in Data‐Scarce RegionsHulsman, Petra / Hrachowitz, Markus / Savenije, Hubert H. G. et al. | 2021
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Open Science: Open Data, Open Models, …and Open Publications?Clark, Martyn P. / Luce, Charles H. / AghaKouchak, Amir / Berghuijs, Wouter / David, Cédric H. / Duan, Qingyun / Ge, Shemin / van Meerveld, Ilja / Zheng, Chunmiao / Parlange, Marc B. et al. | 2021
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A Systematic Investigation Into the Control of Roughness on the Flow Properties of 3D‐Printed FracturesPhillips, Tomos / Bultreys, Tom / Bisdom, Kevin / Kampman, Niko / Van Offenwert, Stefanie / Mascini, Arjen / Cnudde, Veerle / Busch, Andreas et al. | 2021
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Blanket Peat Restoration: Numerical Study of the Underlying Processes Delivering Natural Flood Management BenefitsGoudarzi, Salim / Milledge, David G. / Holden, Joseph / Evans, Martin G. / Allott, Timothy E. H. / Shuttleworth, Emma L. / Pilkington, Michael / Walker, Jonathan et al. | 2021
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An Atmospheric Water Balance Perspective on Extreme Rainfall Potential for the Contiguous USSu, Yibing / Smith, James A. et al. | 2021
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Influence of Tide‐Induced Unstable Flow on Seawater Intrusion and Submarine Groundwater DischargeFang, Yunhai / Zheng, Tianyuan / Zheng, Xilai / Yang, Huiyu / Wang, Huan / Walther, Marc et al. | 2021
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Assessing the Precision of Total Contributing Area (TCA) Estimated by Flow Direction Algorithms Based on the Analytical Solution of Theoretical TCA on Synthetic SurfacesLi, Zhenya / Yang, Tao / Wang, Chao / Shi, Pengfei / Yong, Bin / Song, Ying et al. | 2021
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Uncertainty Analysis and Identification of Key Parameters Controlling Bacteria Transport Within a Riverbank Filtration ScenarioKnabe, Dustin / Guadagnini, Alberto / Riva, Monica / Engelhardt, Irina et al. | 2021
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Representing Human Water Management in a Land Surface Model Using a Supply/Demand ApproachZhou, Xudong / Polcher, Jan / Dumas, Patrice et al. | 2021
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Grain‐Size Distribution and Propagation Effects on Seismic Signals Generated by Bedload TransportLagarde, Sophie / Dietze, Michael / Gimbert, Florent / Laronne, Jonathan B. / Turowski, Jens M. / Halfi, Eran et al. | 2021
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Analyzing the Impact of Streamflow Drought on Hydroelectricity Production: A Global‐Scale StudyWan, Wenhua / Zhao, Jianshi / Popat, Eklavyya / Herbert, Claudia / Döll, Petra et al. | 2021
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Public Water Waste Reporting: Contextual Correlates and Conservation OutcomesZhang, Y. / Teodoro, M. P. / Switzer, D. et al. | 2021
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A Framework for Untangling Transient Groundwater Mixing and Travel TimesPopp, Andrea L. / Pardo‐Álvarez, Álvaro / Schilling, Oliver S. / Scheidegger, Andreas / Musy, Stéphanie / Peel, Morgan / Brunner, Philip / Purtschert, Roland / Hunkeler, Daniel / Kipfer, Rolf et al. | 2021
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Random‐Walk Modeling of Reactive Transport in Porous Media With a Reduced‐Order Chemical Basis of Conservative ComponentsSole‐Mari, Guillem / Schmidt, Michael J. / Bolster, Diogo / Fernàndez‐Garcia, Daniel et al. | 2021
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Use of an Efficient Proxy Solution for the Hillslope‐Storage Boussinesq Problem in Upscaling of Subsurface StormflowRanjram, Mark / Craig, James R. et al. | 2021
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Is the Combination of Linearized Theoretical Analysis and Sand Column Experiment Always Suitable for Estimating the Complex Effective Porosity?Yang, Mingzhe / Liu, Haijiang / Meng, Wenjian et al. | 2021
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Evaluation of Data Needs for Assessments of Aquifers Supporting Irrigated AgricultureBohling, G. C. / Butler, J. J. Jr / Whittemore, D. O. / Wilson, B. B. et al. | 2021
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Dynamics of Hyporheic Exchange Flux and Fine Particle Deposition Under Moving BedformsTeitelbaum, Yoni / Dallmann, Jonathan / Phillips, Colin B. / Packman, Aaron I. / Schumer, Rina / Sund, Nicole L. / Hansen, Scott K. / Arnon, Shai et al. | 2021
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Pore‐Scale MultiResolution Rock‐Typing of Layered Sandstones via Minkowski MapsJiang, Han / Arns, C. H. et al. | 2021
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A New Approach to Three‐Dimensional Flow in a Pumped Confined Aquifer Connected to a Shallow Stream: Near‐Stream and Far‐From‐Stream Groundwater ExtractionsXiong, Manling / Tong, Chenchen / Huang, Ching‐Sheng et al. | 2021
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Changing River Network Synchrony Modulates Projected Increases in High FlowsRupp, David E. / Chegwidden, Oriana S. / Nijssen, Bart / Clark, Martyn P. et al. | 2021
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Reconstructing Extreme Precipitation in the Sacramento River Watershed Using Tree‐Ring Based Proxies of Cold‐Season PrecipitationBorkotoky, Swatah Snigdha / Williams, A. Park / Cook, Edward R. / Steinschneider, Scott et al. | 2021
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Bare‐Earth DEM Generation in Urban Areas for Flood Inundation Simulation Using Global Digital Elevation ModelsLiu, Yinxue / Bates, Paul D. / Neal, Jeffery C. / Yamazaki, Dai et al. | 2021
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Combining Hydrologic Simulations and Stream‐network Models to Reveal Flow‐ecology Relationships in a Large Alpine CatchmentLarsen, Stefano / Majone, Bruno / Zulian, Patrick / Stella, Elisa / Bellin, Alberto / Bruno, Maria Cristina / Zolezzi, Guido et al. | 2021
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Comparing Assimilation of Synthetic Soil Moisture Versus C‐Band Backscatter for Hyper‐Resolution Land Surface ModelingSun, Leqiang / Belair, Stephane / Carrera, Marco L. / Bilodeau, Bernard / Dabboor, Mohammed et al. | 2021
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Upscaling Reactive Transport and Clogging in Shale Microcracks by Deep LearningWang, Ziyan / Battiato, Ilenia et al. | 2021
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Forecasting Abrupt Depletion of Dissolved Oxygen in Urban Streams Using Discontinuously Measured Hourly Time‐Series DataKim, Young Woo / Kim, TaeHo / Shin, Jihoon / Go, ByeongGeon / Lee, Mokyoung / Lee, JinHyo / Koo, Jayong / Cho, Kyung Hwa / Cha, YoonKyung et al. | 2021
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Sequential Data Assimilation for Streamflow Forecasting: Assessing the Sensitivity to Uncertainties and Updated Variables of a Conceptual Hydrological Model at Basin ScalePiazzi, G. / Thirel, G. / Perrin, C. / Delaigue, O. et al. | 2021
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How Do Climate and Catchment Attributes Influence Flood Generating Processes? A Large‐Sample Study for 671 Catchments Across the Contiguous USAStein, L. / Clark, M. P. / Knoben, W. J. M. / Pianosi, F. / Woods, R. A. et al. | 2021
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Watershed and Lake Attributes Dictate Landscape Patterns of Resource Flows in Mountain LakesSmits, Adrianne P. / Currinder, Bryan / Framsted, Nicholas / Loken, Luke C. / Lucero, Delores / Neal, Kelly A. / Parisek, Christine A. / Sickman, Jim / Sadro, Steven et al. | 2021
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Measuring and Interpreting Multilayer Aquifer‐System Compactions for a Sustainable Groundwater‐System DevelopmentHung, Wei‐Chia / Hwang, Cheinway / Sneed, Michelle / Chen, Yi‐An / Chu, Chi‐Hua / Lin, Shao‐Hung et al. | 2021
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Archetypes and Controls of Riverine Nutrient Export Across German CatchmentsEbeling, Pia / Kumar, Rohini / Weber, Michael / Knoll, Lukas / Fleckenstein, Jan H. / Musolff, Andreas et al. | 2021
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Connecting Hydrometeorological Processes to Low‐Probability Floods in the Mountainous Colorado Front RangeYu, Guo / Wright, Daniel B. / Holman, Kathleen D. et al. | 2021
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A Hysteretic Model Considering Contact Angle Hysteresis for Fitting Soil‐Water Characteristic CurvesFu, Y. P. / Liao, H. J. / Chai, X. Q. / Li, Y. / Lv, L. L. et al. | 2021
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Numerical and Analytical Modeling of Flow Partitioning in Partially Saturated Fracture NetworksKordilla, Jannes / Dentz, Marco / Tartakovsky, Alexandre M. et al. | 2021
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Dynamics of CO2 Density‐Driven Flow in Carbonate Aquifers: Effects of Dispersion and GeochemistryErfani, Hamidreza / Babaei, Masoud / Niasar, Vahid et al. | 2021
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Assessment of Peak Flow Scaling and Its Effect on Flood Quantile Estimation in the United KingdomFormetta, Giuseppe / Over, Thomas / Stewart, Elizabeth et al. | 2021
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Turbulence Structure and Momentum Exchange in Compound Channel Flows With Shore Ice Covered on the FloodplainsWang, Feifei / Huai, Wenxin / Guo, Yakun / Liu, Mengyang et al. | 2021
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Tracing and Closing the Water Balance in a Vegetated LysimeterBenettin, Paolo / Nehemy, Magali F. / Asadollahi, Mitra / Pratt, Dyan / Bensimon, Michaël / McDonnell, Jeffrey J. / Rinaldo, Andrea et al. | 2021
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Sediment Management for Reservoir Sustainability and Cost Implications Under Land Use/Land Cover Change UncertaintyShrestha, Bikesh / Cochrane, Thomas A. / Caruso, Brian S. / Arias, Mauricio E. / Wild, Thomas B. et al. | 2021
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Deep Learning for Daily Precipitation and Temperature DownscalingWang, Fang / Tian, Di / Lowe, Lisa / Kalin, Latif / Lehrter, John et al. | 2021
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Comment on “Tu et al., An Analytical Solution of Groundwater Flow in a Confined Aquifer With a Single Well Circulation System, Water Resources Research, First Published: 12 June 2020.”Kabala, Zbigniew J. et al. | 2021
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Impact of Hydrostratigraphic Continuity on Brine‐to‐Freshwater Interface Dynamics: Implications From a Two‐Dimensional Parametric Study in an Arid and Endorheic BasinMcKnight, S. V. / Boutt, D. F. / Munk, L. A. et al. | 2021
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A Multi‐Hydrogeophysical Study of a Watershed at Kaiwi Coast (Oʻahu, Hawaiʻi), using Seismic Ambient Noise Surface Wave Tomography and Self‐Potential DataGrobbe, Niels / Mordret, Aurélien / Barde‐Cabusson, Stéphanie / Ellison, Lucas / Lach, Mackenzie / Seo, Young‐Ho / Viti, Taylor / Ward, Lauren / Zhang, Haozhe et al. | 2021
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Numerical Analysis of the Effect of Subgrid Variability in a Physically Based Hydrological Model on Runoff, Soil Moisture, and Slope StabilityLeonarduzzi, E. / Maxwell, R. M. / Mirus, B. B. / Molnar, P. et al. | 2021
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Evaporation Suppression From Small Reservoirs Using Floating Covers—Field Study and ModelingMady, Bassem / Lehmann, Peter / Or, Dani et al. | 2021
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Direct Measurements of Hydrodynamic Forces Induced by Tidal BoresRiaz, Muhammad Zain Bin / Yang, Shu‐Qing / Sivakumar, Muttucumaru / Enever, Keith / Miguntanna, Nadeeka Sajeewani / Khalil, Usman et al. | 2021
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Improvements to Flood Frequency Analysis on Alluvial Rivers Using Paleoflood DataReinders, Joeri B. / Muñoz, Samuel E. et al. | 2021
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Issue Information| 2021
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Single‐Rate Dual‐Domain Mass Transfer Model: Elucidating Temperature EffectsBinder, M. / Hahnewald, A. / Händel, F. / Prommer, H. / Engelmann, C. / Burghardt, D. / Stock, P. / Tritschler, F. / Liedl, R. / Walther, M. et al. | 2021
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Unsteady‐State Contact Angle Hysteresis During Droplet Oscillation in Capillary Pores: Theoretical Model and VOF SimulationZeng, Chao / Deng, Wen / Wang, Lichun et al. | 2021
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A Dynamic and Fully Implicit Non‐Isothermal, Two‐Phase, Two‐Component Pore‐Network Model Coupled to Single‐Phase Free Flow for the Pore‐Scale Description of Evaporation ProcessesWeishaupt, K. / Helmig, R. et al. | 2021
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Bed‐Load Transport in Vegetated Flows: Phenomena, Parametrization, and PredictionWu, Haoliang / Cheng, Nian‐Sheng / Chiew, Yee‐Meng et al. | 2021
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MPS‐Based Model to Solve One‐Dimensional Shallow Water EquationsSarkhosh, Payam / Jin, Yee‐Chung et al. | 2021
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Detection of Stage‐Discharge Rating Shifts Using Gaugings: A Recursive Segmentation Procedure Accounting for Observational and Model UncertaintiesDarienzo, M. / Renard, B. / Le Coz, J. / Lang, M. et al. | 2021
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Observations of the Impacts of Millimeter‐ to Centimeter‐Scale Heterogeneities on Relative Permeability and Trapping in Carbonate RocksManoorkar, Sojwal / Jackson, Samuel J. / Krevor, Samuel et al. | 2021
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Spectral Analysis of Vertical Temperature Profile Time‐Series Data in Yellowstone Lake SedimentsSohn, Robert A. / Harris, Robert N. et al. | 2021
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Modeling the Influence of a Variable Permeability Inclusion on Free‐Surface Flow in an Inclined AquiferHinton, E. M. / Hogg, A. J. et al. | 2021
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Trend Detection in the Presence of Positive and Negative Serial Correlation: A Comparison of Block Maxima and Peaks‐Over‐threshold DataO’Brien, N. L. / Burn, D. H. / Annable, W. K. / Thompson, P. J. et al. | 2021
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Effect of Grain Shape on Quasi‐Static Fluid‐Fluid Displacement in Porous MediaWang, Zhongzheng / Pereira, Jean‐Michel / Gan, Yixiang et al. | 2021
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Riverbed Temperature and Heat Transport in a Hydropeaked RiverFerencz, Stephen B. / Muñoz, Sebastian / Neilson, Bethany T. / Cardenas, M. Bayani et al. | 2021
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Lake Modeling Reveals Management Opportunities for Improving Water Quality Downstream of Transboundary Tropical DamsCalamita, Elisa / Vanzo, Davide / Wehrli, Bernhard / Schmid, Martin et al. | 2021
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Semi‐Analytical Modeling of Rate‐Dependent Relative Permeability in Heterogeneous FormationsMoreno, Ziv / Anto‐Darkwah, Evans / Rabinovich, Avinoam et al. | 2021