Pan-European forest maps produced with a combination of earth observation data and national forest inventory plotsZenodo by Jukka Miettinen, Johannes Breidenbach, Patricia Adame, Radim Adolt, Iciar Alberdi, Oleg Antropov, Ólafur Arnarsson, Rasmus Astrup, Ambros Berger, Jón Bogason, Gherardo Chirici, Piermaria Corona, Giovanni D'Amico, Jiří Fejfar, Christoph Fischer, Florence Gohon, Thomas Gschwantner, Johannes Hertzler, Zsofia Koma, Kari T. Korhonen, Luka Krajnc, Nicolas Latte, Philippe Lejeune, Andrew McCullagh, Marcin Mionskowski, Daniel Moreno-Fernández, Mari Myllymäki, Mats Nilsson, Jérôme Perin, Juho Pitkänen, John Redmond, Thomas Riedel, Johannes Schumacher, Lauri Seitsonen, Laura Sirro, Mitja Skudnik, Arnór Snorrason, Radosław Sroga, Berthold Traub, Björn Traustason, Bertil Westerlund, Stephanie Wurpillot

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Quantitative determination of blended proportions in tobacco formulations using near-infrared spectroscopy and transfer learning by Qinlin Xiao, Qinlin Xiao, Ruifang Gu, Li Li, Jing Wen, Xixiang Zhang, Yi Shen, Yang Liu, Lan Xiao, Qinqin Tang, Jun Yang, Yong He, Juan Yang

“…The results show that TCA-PLSR achieved substantial reductions in prediction error in most transfer tasks involving large discrepancies in feature distributions. …”
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AI-optimized electrochemical aptasensors for stable, reproducible detection of neurodegenerative diseases, cancer, and coronavirus by Amira Elsir Tayfour Ahmed, Th.S. Dhahi, Tahani A. Attia, Fawzia Awad Elhassan Ali, Mohamed Elshaikh Elobaid, Tijjani Adam, Subash C.B. Gopinath

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A Novel Forest Dynamic Growth Visualization Method by Incorporating Spatial Structural Parameters Based on Convolutional Neural Network by Linlong Wang, Huaiqing Zhang, Kexin Lei, Tingdong Yang, Jing Zhang, Zeyu Cui, Rurao Fu, Hongyan Yu, Baowei Zhao, Xianyin Wang

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Direct Torque Control-Based Backstepping Speed Controller of Doubly Fed Induction Motors in Electric Vehicles: Experimental Validation by Ahmed Chantoufi, Aziz Derouich, Najib El Ouanjli, Said Mahfoud, Abderrahman El Idrissi, Ahmad F. Tazay, Mohamed I. Mosaad

“…The simulation findings demonstrate that the suggested control system offers superior performance for the EV system in terms of accurate reference speed tracking with zero tracking error and a slight overshoot of 0.1 km/h, as well as dynamic torque response. …”
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Machine learning for improvement of upper-tropospheric relative humidity in ERA5 weather model data by Z. Wang, Z. Wang, L. Bugliaro, K. Gierens, M. I. Hegglin, M. I. Hegglin, S. Rohs, A. Petzold, S. Kaufmann, C. Voigt, C. Voigt

“…The ANN method can be applied to other weather models to improve humidity predictions and to support aviation and climate research applications.</p>…”
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Evaluation of potential productivity in coniferous forests by integrating field data and aerial laser scanning in Hidalgo, México by Rodrigo Ramos-Madrigal, Héctor M. de los Santos-Posadas, José René Valdez-Lazalde, Efraín Velasco-Bautista, Gregorio Ángeles-Pérez, Alma Delia Ortiz-Reyes

“…Its integration into a linear model was best suited to estimate DH with Adjusted Determination Coefficient (R2adj) of 0.97 and Root Mean Square Error (RMSE) of 0.31 m. The Hossfeld IV anamorphic model adjusted as MEM and autocorrelation corrected model showed the best performance for predicting DH growth with R2adj of 0.87 and RMSE of 2.11 m. …”
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Mitigation of image distortion during mechanical testing within a dynamic stereo x-ray system by David N. Paglia, John M. Chomack, David V. Herlihy, Charlene Wetterstrand, Yazan Kadkoy, Roman Duchnycz, Patrick Kelly, J. Patrick O’Connor, Susan E. D’Andrea, Jason T. Maikos

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Polymorphisms in CYP3A5, CYP3A4, and ABCB1 genes: implications for calcineurin inhibitors therapy in hematopoietic cell transplantation recipients—a systematic review by Luiz Carlos da Costa-Junior, Luiz Carlos da Costa-Junior, Daniely Regina Freitas-Alves, Amanda Melo Leite Leão, Amanda Melo Leite Leão, Hayra de Andrade Vieira Monteiro, Rita de Cássia Barbosa da Silva Tavares, Maria Claudia Rodrigues Moreira, Maria Claudia Rodrigues Moreira, Marília Berlofa Visacri, Teresa de Souza Fernandez, Paulo Caleb Júnior de Lima Santos, Paulo Caleb Júnior de Lima Santos

“…Further research is necessary to validate findings.Systematic Review Registrationhttps://www.crd.york.ac.uk/PROSPERO/view/CRD42024517094, PROSPERO, CRD42024599998.…”
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Evaluating the efficacy of bioelectrical impedance analysis using machine learning models for the classification of goats exposed to Haemonchosis by Aftab Siddique, Phaneendra Batchu, Arshad Shaik, Priyanka Gurrapu, Tharun Tej Erukulla, Cornileus Ellington, Andrea L. Rubio Villa, Davia Brown, Ajit Mahapatra, Sudhanshu Panda, Eric Morgan, Jan Van Wyk, David Shapiro-Ilan, Govind Kannan, Thomas H. Terrill

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Surface distributions and vertical profiles of trace gases (CO, O₃, NO, NO₂) in the Arctic wintertime boundary layer using low-cost sensors during ALPACA-2022 by B. Barret, P. Medina, N. Brett, R. Pohorsky, K. S. Law, S. Bekki, G. J. Fochesatto, J. Schmale, S. R. Arnold, A. Baccarini, M. Busetto, M. Cesler-Maloney, B. D'Anna, S. Decesari, J. Mao, G. Pappaccogli, J. Savarino, F. Scoto, W. R. Simpson

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Resource selection by a megaomnivore in a marine foraging habitat by Andrew S. Maurer, Tomo Eguchi, Garrett E. Lemons, Robin A. LeRoux, Erin L. LaCasella, Calandra N. Turner Tomaszewicz, Megan E. Hanna, Jessica Curran, Bryant Chesney, Sheila V. Madrak, Jeffrey A. Seminoff

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Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning by Lydia Helene Rupp, Akash Kumar, Misha Sadeghi, Lena Schindler-Gmelch, Marie Keinert, Bjoern M. Eskofier, Bjoern M. Eskofier, Matthias Berking

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Statistical analysis and machine learning of TMS-induced MEPs for predicting poststroke motor impairment and performance by Chun-Ren Phang, Shintaro Uehara, Sachiko Kodera, Akiko Yuasa, Shin Kitamura, Yohei Otaka, Akimasa Hirata

“…The SVM model predicted motor outcomes with an R2 of 0.42 and a normalized root mean square error of 0.26. A Gaussian classifier achieved 75 % accuracy in classifying motor outcome improvements. …”
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Enhancing cognitive function through blood flow restriction: An effective resistance exercise modality for middle-aged women by Dohyeon Lee, Kyeongho Byun, Sewon Lee

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Digital therapeutics approach for young children with myopia using SAT-001 (DAYS): study protocol for a randomized controlled trial by Hae Jung Paik, Byung Joo Lee, Dong Hui Lim, So Young Han, Eun Hye Jung, Hyun Jin Shin, Hyun Kyung Kim, Ungsoo Samuel Kim, Won Jae Kim, Hee Young Choi, Jihae Park, Soolienah Rhiu, Jihye Lee, Moonjeong Kim, Kyunghee Kim

“…The change in the spherical equivalent refractive error (SER) at 48 weeks from baseline serves as the primary endpoint. …”
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Safe Use of Butorphanol–Azaperone–Medetomidine to Immobilize Free‐Ranging White‐tailed Deer by Joseph R. McDermott, Wendy Leuenberger, Caleb A. Haymes, Garrett B. Clevinger, Jonathan K. Trudeau, Tim C. Carter, John T. Hast, Gabriel S. W. Jenkins, Will E. Bowling, John J. Cox

“…First signs of induction were observed on average at 4.4 ± 0.2 (standard error) minutes post–intramuscular administration, and deer reached lateral recumbency at 8.6 ± 0.4 minutes. …”
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Real-Time Implementation of Hybrid Visible Light&#x002F;Infrared Communications Supporting Full-Range Dynamic Dimming Control by Shixin Liu, Xiaodi You, Jian Chen, Changyuan Yu, Chaoran Xiong, Mingyi Gao, Gangxiang Shen

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Early Study on Visible (Vis) and Short-Wave Infrared (SWIR) Spectroscopy for Assessing Water Content in Olive Fruits: Towards Sustainable Land and Agricultural Practices by Giuseppe Bonifazi, Riccardo Gasbarrone, Davide Gattabria, Eugenio Lendaro, Luciana Mosca, Roberto Mattioli, Silvia Serranti

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Human activities, early farming and natural environment in the north-western Kanto Plain (Central Japan) during the Final Jomon–Early Kofun period (990 cal BCE–330 cal CE) inferred... by Christian Leipe, Franziska Kobe, Anna Schubert, Eiko Endo, Maya Yasui, Hirotaka Koshitsuka, Michiko Ono, Pavel E. Tarasov, Mayke Wagner

“…The emergence, spread and intensification of agriculture, the impact of early agriculture on the natural environment and the possible role of climate on subsistence economies and population dynamics are important research questions in Japanese geoarchaeology. New directly dated archaeobotanical records of the Middle Yayoi (390–200 cal BCE, 1σ error) and Early Kofun (210–330 cal CE) periods from the Ikegami archaeological site and a 1300-year palynological record from the nearby Morinji Marsh help address these questions in the Kanto Plain of Central Japan. …”
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