What Role Does Hydrological Science Play in the Age of Machine Learning? von Nearing, Grey S., Kratzert, Frederik, Sampson, Alden Keefe, Pelissier, Craig S., Klotz, Daniel, Frame, Jonathan M., Prieto, Cristina, Gupta, Hoshin V.

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Deep learning rainfall–runoff predictions of extreme events von Frame, Jonathan M, Kratzert, Frederik, Klotz, Daniel, Gauch, Martin, Shelev, Guy, Gilon, Oren, Qualls, Logan M, Gupta, Hoshin V, Nearing, Grey S

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Post‐Processing the National Water Model with Long Short‐Term Memory Networks for Streamflow Predictions and Model Diagnostics von Frame, Jonathan M., Kratzert, Frederik, Raney, Austin, Rahman, Mashrekur, Salas, Fernando R., Nearing, Grey S.

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On strictly enforced mass conservation constraints for modelling the Rainfall‐Runoff process von Frame, Jonathan M., Kratzert, Frederik, Gupta, Hoshin V., Ullrich, Paul, Nearing, Grey S.

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Rapid Inundation Mapping Using the US National Water Model, Satellite Observations, and a Convolutional Neural Network von Frame, Jonathan M., Nair, Tanya, Sunkara, Veda, Popien, Philip, Chakrabarti, Subit, Anderson, Tyler, Leach, Nicholas R., Doyle, Colin, Thomas, Mitchell, Tellman, Beth

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Technical note: Data assimilation and autoregression for using near-real-time streamflow observations in long short-term memory networks von Nearing, Grey S, Klotz, Daniel, Frame, Jonathan M, Gauch, Martin, Gilon, Oren, Kratzert, Frederik, Sampson, Alden Keefe, Shalev, Guy, Nevo, Sella

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Hierarchical Fractional Advection-Dispersion Equation (FADE) to Quantify Anomalous Transport in River Corridor over a Broad Spectrum of Scales: Theory and Applications von Zhang, Yong, Zhou, Dongbao, Wei, Wei, Frame, Jonathan M., Sun, Hongguang, Sun, Alexander Y., Chen, Xingyuan

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Water vapour absorption in the clear atmosphere of a Neptune-sized exoplanet von Fraine, Jonathan, Deming, Drake, Benneke, Bjorn, Knutson, Heather, Jordán, Andrés, Espinoza, Néstor, Madhusudhan, Nikku, Wilkins, Ashlee, Todorov, Kamen

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Hydrology research articles are becoming more topically diverse von Rahman, Mashrekur, Frame, Jonathan M., Lin, Jimmy, Nearing, Grey S.

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Long short-term memory models to quantify long-term evolution of streamflow discharge and groundwater depth in Alabama von Gholizadeh, Hossein, Zhang, Yong, Frame, Jonathan, Gu, Xiufen, Green, Christopher T.

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A distributed domain model coupling open channel flow and groundwater flow to quantify the impact of lateral hydrologic exchange on hydrograph von Wei, Song, Zheng, Yi, Liang, Xiuyu, Xu, Peng, Tian, Yong, Frame, Jonathan M., Zhang, Yong

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On the predictability of turbulent fluxes from land: PLUMBER2 MIP experimental description and preliminary results von Abramowitz, Gab, Ukkola, Anna, Hobeichi, Sanaa, Cranko Page, Jon, Lipson, Mathew, De Kauwe, Martin G, Green, Samuel, Brenner, Claire, Frame, Jonathan, Nearing, Grey, Clark, Martyn, Best, Martin, Anthoni, Peter, Arduini, Gabriele, Boussetta, Souhail, Caldararu, Silvia, Cho, Kyeungwoo, Cuntz, Matthias, Fairbairn, David, Ferguson, Craig R, Kim, Hyungjun, Kim, Yeonjoo, Knauer, Jürgen, Lawrence, David, Luo, Xiangzhong, Malyshev, Sergey, Nitta, Tomoko, Ogee, Jerome, Oleson, Keith, Ottlé, Catherine, Peylin, Phillipe, de Rosnay, Patricia, Rumbold, Heather, Su, Bob, Vuichard, Nicolas, Walker, Anthony P, Wang-Faivre, Xiaoni, Wang, Yunfei, Zeng, Yijian

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Schätzung der Verdunstung mithilfe von Machine- und Deep Learning-Methoden von Brenner, Claire, Frame, Jonathan, Nearing, Grey, Schulz, Karsten

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Combining Parametric Land Surface Models with Machine Learning von Pelissier, Craig, Frame, Jonathan, Nearing, Grey

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Combining Parametric Land Surface Models with Machine Learning von Pelissier, Craig, Frame, Jonathan, Nearing, Grey

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Nuclear FAK Controls Chemokine Transcription, Tregs, and Evasion of Anti-tumor Immunity von Serrels, Alan, Lund, Tom, Serrels, Bryan, Byron, Adam, McPherson, Rhoanne C., von Kriegsheim, Alexander, Gómez-Cuadrado, Laura, Canel, Marta, Muir, Morwenna, Ring, Jennifer E., Maniati, Eleni, Sims, Andrew H., Pachter, Jonathan A., Brunton, Valerie G., Gilbert, Nick, Anderton, Stephen M., Nibbs, Robert J.B., Frame, Margaret C.

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Tocilizumab for Treatment of Mechanically Ventilated Patients With COVID-19 von Somers, Emily C, Eschenauer, Gregory A, Troost, Jonathan P, Golob, Jonathan L, Gandhi, Tejal N, Wang, Lu, Zhou, Nina, Petty, Lindsay A, Baang, Ji Hoon, Dillman, Nicholas O, Frame, David, Gregg, Kevin S, Kaul, Dan R, Nagel, Jerod, Patel, Twisha S, Zhou, Shiwei, Lauring, Adam S, Hanauer, David A, Martin, Emily, Sharma, Pratima, Fung, Christopher M, Pogue, Jason M

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Prevalence of algal toxins in Alaskan marine mammals foraging in a changing arctic and subarctic environment von Lefebvre, Kathi A., Quakenbush, Lori, Frame, Elizabeth, Huntington, Kathy Burek, Sheffield, Gay, Stimmelmayr, Raphaela, Bryan, Anna, Kendrick, Preston, Ziel, Heather, Goldstein, Tracey, Snyder, Jonathan A., Gelatt, Tom, Gulland, Frances, Dickerson, Bobette, Gill, Verena

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Proton induced DNA double strand breaks at the Bragg peak: Evidence of enhanced LET effect von Frame, Cara M., Chen, Yu, Gagnon, Jonathan, Yuan, Y., Ma, Tianjun, Dritschilo, Anatoly, Pang, Dalong

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Use of Placebo in Supplementation Studies-Vitamin D Research Illustrates an Ethical Quandary von Frame, Leigh A, Fischer, Jonathan P, Geller, Gail, Cheskin, Lawrence J

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