Advancing understanding of human variability through toxicokinetic modeling, in vitro-in vivo extrapolation, and new approach methodologies by Anna Kreutz, Xiaoqing Chang, Helena T. Hogberg, Barbara A. Wetmore

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An ensemble machine learning bioavailable strontium isoscape for Eastern Canada by Mael Le Corre, Felipe Dargent, Vaughan Grimes, Joshua Wright, Steeve D. Côté, Megan S. Reich, Jean-Noël Candau, Marrissa Miller, Brent Holmes, Clement P. Bataille, Kate Britton

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Estimating Wind Direction and Wind Speed Over Lakes With Surface Water Ocean Topography and Sentinel‐1 Satellite Observations by Katie A. McQuillan, George H. Allen, Jessica Fayne, Huilin Gao, Jida Wang

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“intelligent Read Across (iRA)”- A tool for read-across-based toxicity prediction of nanoparticles by Souvik Pore, Kunal Roy

“…As a result, assessing the health risks and environmental impacts of NPs has gained considerable attention. …”
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TSMixer- and Transfer Learning-Based Highly Reliable Prediction with Short-Term Time Series Data in Small-Scale Solar Power Generation Systems by Younjeong Lee, Jongpil Jeong

“…We present a transfer learning-based prediction system design that can maintain high prediction performance even in data-poor environments. In the process of developing a prediction model suitable for the target domain by utilizing multi-source data, we propose a data similarity evaluation method using DTW, which demonstrates excellent performance with low error rates in the MSE and MAE metrics compared with conventional long short-term memory (LSTM) and Transformer models. …”
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Emission inventory development for spatiotemporal release of vanadium from anthropogenic sources in China by H. Zhang, H. Zhang, B. Zhang, B. Jiang, Q. Li, X. Hu, Y. Xing

“…A cumulative flux model reveals emissions of 211 095, 3725, and 0.1 t of vanadium into the atmosphere, soil, and water during 2015–2019, respectively, highlighting the atmosphere as the primary vanadium receptor. …”
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Conceptual system maps to guide research and management of multiple ecosystem services and disservices by Pablo García-Díaz, Yohana G. Jimenez, Carlos Molineri, María G. Quintana, Ezequiel Aráoz, Agustina Malizia, Oriana Osinaga Acosta, Priscila A. Powell, Cecilia Blundo, Sergio J. Ceballos, Ana D. Fuenzalida, M. de Lourdes Gultemirian, Guillermo Hankel, Giselle A. Rodríguez, Sebastián Albanesi, Ignacio Gasparri, Alfredo Grau, Miguel Lurgi, Julieta Carilla

“…These maps offer a rapid and interdisciplinary tool to overcome existing barriers to integrated assessments in data-poor areas and are a powerful method to support system-based approaches to environmental management.…”
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