Guidelines for Research Data Integrity (GRDI) by Gregor Miller, Elmar Spiegel

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Sm-Nd Isotope Data Compilation from Geoscientific Literature Using an Automated Tabular Extraction Method by Zhixin Guo, Tao Wang, Chaoyang Wang, Jianping Zhou, Guanjie Zheng, Xinbing Wang, Chenghu Zhou

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CODE-ACCORD: A Corpus of building regulatory data for rule generation towards automatic compliance checking by Hansi Hettiarachchi, Amna Dridi, Mohamed Medhat Gaber, Pouyan Parsafard, Nicoleta Bocaneala, Katja Breitenfelder, Gonçal Costa, Maria Hedblom, Mihaela Juganaru-Mathieu, Thamer Mecharnia, Sumee Park, He Tan, Abdel-Rahman H. Tawil, Edlira Vakaj

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Dynamic urban morphology mapping in Chinese cities based on local climate zone approach by Hanguang Yu, Yang Yang, Jiyao Zhao, Meng Cai, Ran Wang, Guangzhao Chen, Chunxiao Zhang, Le Yu

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Author Correction: Global urban and rural settlement dataset from 2000 to 2020 by Zhitao Liu, Sheng Huang, Chuanglin Fang, Luotong Guan, Menghang Liu

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The ECOLANG Multimodal Corpus of adult-child and adult-adult Language by Yan Gu, Ed Donnellan, Beata Grzyb, Gwen Brekelmans, Margherita Murgiano, Ricarda Brieke, Pamela Perniss, Gabriella Vigliocco

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Chromosome-level genome assembly of Cyperus iria, an aggressive weed of rice by Siyu Yang, Qingyi Cao, Zexin Wen, Aoxue Wang, Shiyao Shi, Zhuoying Liang, Shuying Li, Wenjun Gui, Jinwen Zhu

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Multiomics-based assessment of the impact of airflow on diverse plant callus cultures by June-Sik Kim, Muneo Sato, Mikiko Kojima, Muchamad Imam Asrori, Yukiko Uehara-Yamaguchi, Yumiko Takebayashi, Thi Nhung Do, Thi Yen Do, Kieu Oanh Nguyen Thi, Hitoshi Sakakibara, Keiichi Mochida, Shinjiro Ogita, Masami Yokota Hirai

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NIRS-BIDS: Brain Imaging Data Structure Extended to Near-Infrared Spectroscopy by Robert Luke, Robert Oostenveld, Helena Cockx, Guiomar Niso, Maureen J Shader, Felipe Orihuela-Espina, Hamish Innes-Brown, Stephen Tucker, David Boas, Meryem A. Yücel, Remi Gau, Taylor Salo, Stefan Appelhoff, Christopher J. Markiewicz, David McAlpine, The BIDS Maintainers, Luca Pollonini

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A MALDI-ToF mass spectrometry database for identification and classification of highly pathogenic bacteria by Peter Lasch, Wolfgang Beyer, Alejandra Bosch, Rainer Borriss, Michal Drevinek, Susann Dupke, Monika Ehling-Schulz, Xuewen Gao, Roland Grunow, Daniela Jacob, Silke R. Klee, Armand Paauw, Jörg Rau, Andy Schneider, Holger C. Scholz, Maren Stämmler, Le Thi Thanh Tam, Herbert Tomaso, Guido Werner, Joerg Doellinger

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A platform noise dataset of various types of subway stations during all operating hours by Bowen Hou, Xingyu Chen, Qine Zeng, Jinhan Mo, Lang Wang, Kaiyue Hu, Jiangbin Li, Wenqiang Zhao

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Prokaryotic cellulase gene clusters derived from 2,305 metagenomes by Bing Song, Fernando D. K. Tria, Josip Skejo

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Single-cell chromatin accessibility landscape profiling reveals the diversity of epigenetic regulation in the rat nervous system by Peiyao Ma, Shanshan Duan, Wen Ma, Qiuting Deng, Yeya Yu, Peng Gao, Yue Yuan, Chuanyu Liu

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Measurements of groundwater, hydrodynamics, and sand characteristics at a dissipative sea turtle nesting beach by Jakob C. Christiaanse, José A. A. Antolínez, Meye J. van der Grinten, Falco Taal, Jens Figlus, Timothy M. Dellapenna, Benjamin Ritt, Christopher D. Marshall, Peter A. Tereszkiewicz, Nicholas Cohn, Edward J. Majzlik, Ad J. H. M. Reniers

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Data on insect biodiversity in a Chinese potato agroecosystem from DNA metabarcoding by Changjin Lin, Chenxi Liu, Lilin Chen, Hongmei Cheng, Muhammad Ashfaq, Paul D. N. Hebert, Yulin Gao

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Long-term reconstructed vegetation index dataset in China from fused MODIS and Landsat data by Xiangqian Li, Qiongyan Peng, Ruoque Shen, Wenfang Xu, Zhangcai Qin, Shangrong Lin, Si Ha, Dongdong Kong, Wenping Yuan

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The Octocoral Trait Database: a global database of trait information for octocoral species by D. Gómez-Gras, C. Linares, N. Viladrich, Y. Zentner, J. Grinyó, A. Gori, C. S. McFadden, K. E. Fabricius, J. S. Madin

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Land system changes of terrestrial tipping elements on Earth under global climate pledges: 2000–2100 by Jiaying Lv, Yifan Gao, Changqing Song, Li Chen, Sijing Ye, Peichao Gao

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Reach&Grasp: a multimodal dataset of the whole upper-limb during simple and complex movements by Dario Di Domenico, Inna Forsiuk, Simon Müller-Cleve, Simone Tanzarella, Florencia Garro, Andrea Marinelli, Michele Canepa, Matteo Laffranchi, Michela Chiappalone, Chiara Bartolozzi, Lorenzo De Michieli, Nicolò Boccardo, Marianna Semprini

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Climatological Atlas of Temperature and Salinity for the Northeast Asian Seas by Yong Sun Kim, Soo-Hyun Seok, Jae-Ho Lee, Sung-Dae Kim

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