Statewide Forest Canopy Cover Mapping of Florida Using Synergistic Integration of Spaceborne LiDAR, SAR, and Optical Imagery by Monique Bohora Schlickmann, Inacio Thomaz Bueno, Denis Valle, William M. Hammond, Susan J. Prichard, Andrew T. Hudak, Carine Klauberg, Mauro Alessandro Karasinski, Kody Melissa Brock, Kleydson Diego Rocha, Jinyi Xia, Rodrigo Vieira Leite, Pedro Higuchi, Ana Carolina da Silva, Gabriel Maximo da Silva, Gina R. Cova, Carlos Alberto Silva

“…Geographic coordinates and the red spectral channel emerged as the most influential predictors. External validation with airborne laser scanning (ALS) data across three sites yielded an R² of 0.70, RMSD of 0.29, and MD of −0.22, confirming the model’s accuracy and robustness in unseen areas. …”
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stormTB: a web-based simulator of a murine minimal-PBPK model for anti-tuberculosis treatments by Roberto Visintainer, Anna Fochesato, Anna Fochesato, Daniele Boaretti, Stefano Giampiccolo, Stefano Giampiccolo, Shayne Watson, Micha Levi, Federico Reali, Luca Marchetti, Luca Marchetti

“…Various modeling efforts have emerged, offering tailored data-driven and physiologically-based solutions for novel and historical compounds. …”
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Manufacturers’ adoption of circularity science in supply chains and its perceived viability to promote sustainable performance: Qualitative-empirical evidence from Kenya by Mary Aming’a, Jonathan Annan, Reuben Marwanga

“…Findings: The first level of the triadic inquiry was assessed by investigating anthropogenic supply chain practices categorized into waste mismanagement, resource misuse, and the most harmful supply chain practice. Waste mismanagement emerged as the most harmful, with much waste ending in landfills. …”
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Development of an educational and monitoring mobile application for pregnant women in Nigeria by Abdulhammed Opeyemi Babatunde, Abdulhammed Opeyemi Babatunde, Adejumoke Idowu Ayede, Amalia Colangelo, Tuan Dung Nguyen, Abdullahi Tunde Aborode, Charles Umeh, Maria Paula Hernandez, Oluwaseyi Iyanuoluwa Ayede, Oluwatobiloba Oluwadunni Ayede

“…Recently, more mobile health technology (mHealth) interventions are emerging in sub-Saharan Africa. The potential of mobile applications in maternal care has not been explored in Nigeria. …”
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SynC2S: An Efficient Method for Synthesizing Tabular Data With a Learnable Pre-Processing by Jiwoo Kim, Seri Park, Junsung Koh, Dongha Kim

“…However, this also involves risks, such as privacy breaches and unauthorized data exposure. Data synthesis has emerged as a popular technique to address privacy preservation and data usability simultaneously. …”
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Randomised feasibility study of an intestinal adsorbent in acute diarrhoea in The Gambia by Elena Markaryan, Matthew Dodd, Stephen Allen, Carol Howell, Angela Allen, Paul Rahden, Abdoulie Fatty, Momodou Lamin Jobarteh, Abdoulwahab Sallah, Ebrahim Jaiteh, Doreen Umoh, Fanta Bass, Radovan Hnatič

“…An intestinal adsorbent may reduce diarrhoea duration and severity.Methods Randomised controlled feasibility trial with two phases: phase 1 (0–4 hours and double-blind) and phase 2 (up to 5 days and open-label). 50 children aged 6–59 months with acute diarrhoea presenting with no or some dehydration to the emergency paediatric unit and outpatient clinic at Edward Francis Small Teaching Hospital, Banjul, The Gambia were randomised to either standard treatment (oral rehydration fluid and zinc) or standard treatment with polymethylsiloxane polyhydrate for up to 5 days.Results Recruitment was completed in 7 months. …”
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Tackling the Problem of Distributional Shifts: Correcting Misspecified, High-dimensional Data-driven Priors for Inverse Problems by Gabriel Missael Barco, Alexandre Adam, Connor Stone, Yashar Hezaveh, Laurence Perreault-Levasseur

“…., in a trained deep neural network) as priors is emerging as an appealing alternative to simple parametric priors in a variety of inverse problems. …”
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DockCADD: A streamlined in silico pipeline for the identification of potent ribosomal S6 Kinase 2 (RSK2) inhibitors by El Mehdi Karim, Meriem Khedraoui, Abdelkbir Errougui, Yasir S. Raouf, Abdelouahid Samadi, Samir Chtita

“…Ribosomal S6 Kinase 2 (RSK2), a serine/threonine kinase, has emerged as a promising target for cancer therapy because it is implicated in oncogenic signaling. …”
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Effects of Regional Trade Agreement to Local and Global Trade Purity Relationships by Siyu Huang, Wensha Gou, Hongbo Cai, Xiaomeng Li, Qinghua Chen

“…In contrast to the rapid integration of the world economy, many regional trade agreements (RTAs) have also emerged since the early 1990s. This contradiction has encouraged scholars and policymakers to explore the true effects of RTAs, including both regional and global trade relationships. …”
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Unveiling the mechanism of micro-and-nano plastic phytotoxicity on terrestrial plants: A comprehensive review of omics approaches by Asad Jamil, Ambreen Ahmad, Muhammad Moeen-ud-din, Yihao Zhang, Yuxuan Zhao, Xiaochen Chen, Xiaoyu Cui, Yindong Tong, Xianhua Liu

“…Recent advancements in omics technologies such as proteomics, metabolomics, transcriptomics, and microbiomics, coupled with emerging technologies like 4D omics, phenomics, spatial transcriptomics, and single-cell omics, offer unprecedented insight into the physiological, molecular, and cellular responses of terrestrial plants to MNPs exposure. …”
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Standard operating procedure combined with comprehensive quality control system for multiple LC-MS platforms urinary proteomics by Xiang Liu, Haidan Sun, Xinhang Hou, Jiameng Sun, Min Tang, Yong-Biao Zhang, Yongqian Zhang, Wei Sun, Chao Liu, Urine Test Sample Working Group

“…Abstract Urinary proteomics is emerging as a potent tool for detecting sensitive and non-invasive biomarkers. …”
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Ketogenic diet in psychiatry: application in treating depression among athletes by Paulina Kumięga, Zuzanna Kudas, Nikola Perchel, Aleksandra Litwin, Karolina Krzywicka, Paweł Nowocin, Piotr Wasiński, Natalia Dąbrowska, Martyna Koszyk, Dawid Kulczyński

“… Depression is a prevalent mental health challenge, particularly in athletes, where the interplay of high-performance demands, physical stress, and injury exacerbates psychological vulnerabilities. Emerging evidence suggests that the ketogenic diet (KD), a high-fat, moderate-protein, and low-carbohydrate dietary intervention, holds therapeutic potential for managing depression. …”
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Improving Rotational Doppler Velocimetry Accuracy and Spectral Characteristics of Vortex Beam in Maritime Atmospheric Turbulence by Hongyang Wang, Zijing Zhang, Chengshuai Cui, Xinran Lv, Hao Yun, Hao Liu, Yuan Zhao

“…Transmission distance emerged as a more crucial influencing factor for capacity enhancement than the orbital angular momentum (OAM) mode. …”
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Prehypertension and Hypertension among Schoolchildren in Brazzaville, Congo by Bertrand Fikahem Ellenga Mbolla, Annie Rachel Okoko, Jean Robert Mabiala Babela, Gaston Ekouya Bowassa, Thierry Raoul Gombet, Suzy-Gisèle Kimbally-Kaky, Benjamin Longo-Mbenza

“…Conclusion. Pre-HT and HT are emerging as a mass problem in Congolese schoolchildren with urban migration and overweight/obesity to be controlled and prevented.…”
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An Intelligent Carbon-Based Prediction of Wastewater Treatment Plants Using Machine Learning Algorithms by Anwer Mustafa Hilal, Maha M. Althobaiti, Taiseer Abdalla Elfadil Eisa, Rana Alabdan, Manar Ahmed Hamza, Abdelwahed Motwakel, Mesfer Al Duhayyim, Noha Negm

“…Contaminated water causes illness and health emergencies of public. Also, health risk due release of toxic contaminants brings problem to all living beings. …”
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Adaptive Ensemble Learning Model-Based Binary White Shark Optimizer for Software Defect Classification by Jameel Saraireh, Mary Agoyi, Sofian Kassaymeh

“…In recent decades, Data-mining techniques and machine learning for classifying problematic software projects have emerged to improve software quality. ML approaches, especially ensemble learning models, are becoming fundamental to software engineers’ daily jobs. …”
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Exploration of The Birth Planning and Complications Prevention Program Implementation by Claudia Igreya Pattipeilohy, Merlin Margreth Maelissa, Josephina Mainase, Christiana Rialine Titaley, Maxwell Landri Vers Malakauseya, Janti Pare Nari

“…Data analysis was conducted using content analysis by identifying the emerging themes based on the research objectives. The results of this study show that the implementation of P4K has been running, but it has yet to be maximized because several P4K components still need to be completed. …”
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Indigenous food sovereignty: Pathways for Native scholars by Mapuana Antonio, Joseph Brewer, Richard Elm-Hill, Michael Johnson, Tabitha Robin, A-Dae Romero-Briones, Lois Stevens, Keith Williams

“…The cycle of themes, along with other emergent topics related to Indigenous food systems, will thread throughout future columns. …”
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Crystal, ferromagnetism, and magnetoresistance with sign reversal in a EuAgP semiconductor by Qian Zhao, Kaitong Sun, Si Wu, Hai-Feng Li

“…An intriguing phenomenon emerges in the form of a distinct magnetoresistance transition, shifting from positive (e.g., 1.95% at 300 K and 14 T) to negative (e.g., −30.73% at 14.25 K and 14 T) as the temperature decreases. …”
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Occipital Condyle Fracture: A Case Report of a Typically Stable Fracture That Required Surgical Treatment by Takeshi Suzuki, Satoshi Maki, Masaaki Aramomi, Tomonori Yamauchi, Manato Horii, Koui Kawamura, Hiroshi Sugiyama, Seiji Ohtori

“…She was transferred to our emergency room. Computed tomography revealed a nondisplaced impaction OCF with a 2.5 mm occipital condyle-C1 interval and a 5 mm C1-C2 translation. …”
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