Search Results - "Scientific data"

Version 4 of the CRU TS monthly high-resolution gridded multivariate climate dataset by Harris, Ian, Osborn, Timothy J., Jones, Phil, Lister, David

“…CRU TS (Climatic Research Unit gridded Time Series) is a widely used climate dataset on a 0.5° latitude by 0.5° longitude grid over all land domains of the…”
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MIMIC-IV, a freely accessible electronic health record dataset by Johnson, Alistair E. W., Bulgarelli, Lucas, Shen, Lu, Gayles, Alvin, Shammout, Ayad, Horng, Steven, Pollard, Tom J., Hao, Sicheng, Moody, Benjamin, Gow, Brian, Lehman, Li-wei H., Celi, Leo A., Mark, Roger G.

“…Digital data collection during routine clinical practice is now ubiquitous within hospitals. The data contains valuable information on the care of patients and…”
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The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data by Canfora, Eleonora, Chu, Housen, Humphrey, Marty, Polidori, Diego, Vuichard, Nicolas, Ardö, Jonas, Arndt, Stefan K., Arriga, Nicola, Barr, Alan, Beringer, Jason, Bernhofer, Christian, Berveiller, Daniel, Black, Thomas Andrew, Boike, Julia, Bonal, Damien, Bonnefond, Jean-Marc, Bowling, David R., Buchmann, Nina, Burns, Sean P., Cavagna, Mauro, Cellier, Pierre, Christensen, Torben R., Cleverly, James, Collalti, Alessio, Consalvo, Claudia, Cook, Bruce D., Cook, David, Cremonese, Edoardo, D’Andrea, Ettore, Davis, Kenneth J., Delpierre, Nicolas, Domingo, Francisco, Dunn, Allison, Dušek, Jiří, Eichelmann, Uwe, ElKhidir, Hatim Abdalla M., Eugster, Werner, Ewers, Brent, Famulari, Daniela, Feitz, Andrew, Fensholt, Rasmus, Gitelson, Anatoly, Griebel, Anne, Gruening, Carsten, Hansen, Birger Ulf, Hatakka, Juha, He, Yongtao, Hehn, Markus, Heinesch, Bernard, Hutley, Lindsay, Ibrom, Andreas, Klatt, Janina, Knohl, Alexander, Kobayashi, Hideki, Kolle, Olaf, Kosugi, Yoshiko, Kotani, Ayumi, Kowalski, Andrew, Kutsch, Werner L., Kwon, Hyojung, Launiainen, Samuli, Li, Yingnian, Lion, Marryanna, López-Blanco, Efrén, Mammarella, Ivan, Manca, Giovanni, Marcolla, Barbara, Marras, Serena, Mazzenga, Francesco, McCaughey, Harry, Merbold, Lutz, Miller, Scott D., Moderow, Uta, Moors, Eddy, Moureaux, Christine, Nesic, Zoran, Noormets, Asko, Novick, Kimberly, Oechel, Walter, Ourcival, Jean-Marc, Parmentier, Frans-Jan, Pilegaard, Kim, Pirk, Norbert, Posse, Gabriela, Prasse, Heiko, Rebmann, Corinna, Sabbatini, Simone, Sachs, Torsten, Sánchez-Cañete, Enrique P., Schmid, Hans Peter, Shi, Peili, Sturtevant, Cove, Thom, Jonathan, Verfaillie, Joseph, Walker, Jeffrey P., Wolf, Sebastian, Zhang, Junhui, Zhou, Guoyi, Biraud, Sebastien, Torn, Margaret

“…The FLUXNET2015 dataset provides ecosystem-scale data on CO 2 , water, and energy exchange between the biosphere and the atmosphere, and other meteorological…”
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Present and future Köppen-Geiger climate classification maps at 1-km resolution by Beck, Hylke E., Zimmermann, Niklaus E., McVicar, Tim R., Vergopolan, Noemi, Berg, Alexis, Wood, Eric F.

“…We present new global maps of the Köppen-Geiger climate classification at an unprecedented 1-km resolution for the present-day (1980–2016) and for projected…”
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The first high-resolution meteorological forcing dataset for land process studies over China by He, Jie, Yang, Kun, Tang, Wenjun, Lu, Hui, Qin, Jun, Chen, Yingying, Li, Xin

“…The China Meteorological Forcing Dataset (CMFD) is the first high spatial-temporal resolution gridded near-surface meteorological dataset developed…”
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County-level CO2 emissions and sequestration in China during 1997–2017 by Chen, Jiandong, Gao, Ming, Cheng, Shulei, Hou, Wenxuan, Song, Malin, Liu, Xin, Liu, Yu, Shan, Yuli

“…With the implementation of China’s top-down CO 2 emissions reduction strategy, the regional differences should be considered. As the most basic governmental…”
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MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification by Yang, Jiancheng, Shi, Rui, Wei, Donglai, Liu, Zequan, Zhao, Lin, Ke, Bilian, Pfister, Hanspeter, Ni, Bingbing

“…We introduce MedMNIST v2 , a large-scale MNIST-like dataset collection of standardized biomedical images, including 12 datasets for 2D and 6 datasets for 3D…”
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Dynamic World, Near real-time global 10 m land use land cover mapping by Brown, Christopher F., Brumby, Steven P., Guzder-Williams, Brookie, Birch, Tanya, Hyde, Samantha Brooks, Mazzariello, Joseph, Czerwinski, Wanda, Pasquarella, Valerie J., Haertel, Robert, Ilyushchenko, Simon, Schwehr, Kurt, Weisse, Mikaela, Stolle, Fred, Hanson, Craig, Guinan, Oliver, Moore, Rebecca, Tait, Alexander M.

“…Unlike satellite images, which are typically acquired and processed in near-real-time, global land cover products have historically been produced on an annual…”
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MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports by Johnson, Alistair E. W., Pollard, Tom J., Berkowitz, Seth J., Greenbaum, Nathaniel R., Lungren, Matthew P., Deng, Chih-ying, Mark, Roger G., Horng, Steven

“…Chest radiography is an extremely powerful imaging modality, allowing for a detailed inspection of a patient’s chest, but requires specialized training for…”
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China CO2 emission accounts 2016–2017 by Shan, Yuli, Huang, Qi, Guan, Dabo, Hubacek, Klaus

“…Despite China’s emissions having plateaued in 2013, it is still the world’s leading energy consumer and CO 2 emitter, accounting for approximately 30% of…”
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PTB-XL, a large publicly available electrocardiography dataset by Wagner, Patrick, Strodthoff, Nils, Bousseljot, Ralf-Dieter, Kreiseler, Dieter, Lunze, Fatima I., Samek, Wojciech, Schaeffter, Tobias

“…Electrocardiography (ECG) is a key non-invasive diagnostic tool for cardiovascular diseases which is increasingly supported by algorithms based on machine…”
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The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions by Tschandl, Philipp, Rosendahl, Cliff, Kittler, Harald

“…Training of neural networks for automated diagnosis of pigmented skin lesions is hampered by the small size and lack of diversity of available datasets of…”
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The eICU Collaborative Research Database, a freely available multi-center database for critical care research by Pollard, Tom J., Johnson, Alistair E. W., Raffa, Jesse D., Celi, Leo A., Mark, Roger G., Badawi, Omar

“…Critical care patients are monitored closely through the course of their illness. As a result of this monitoring, large amounts of data are routinely collected…”
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TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958–2015 by Abatzoglou, John T., Dobrowski, Solomon Z., Parks, Sean A., Hegewisch, Katherine C.

“…We present TerraClimate, a dataset of high-spatial resolution (1/24°, ~4-km) monthly climate and climatic water balance for global terrestrial surfaces from…”
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Climatologies at high resolution for the earth’s land surface areas by Karger, Dirk Nikolaus, Conrad, Olaf, Böhner, Jürgen, Kawohl, Tobias, Kreft, Holger, Soria-Auza, Rodrigo Wilber, Zimmermann, Niklaus E., Linder, H. Peter, Kessler, Michael

“…High-resolution information on climatic conditions is essential to many applications in environmental and ecological sciences. Here we present the CHELSA…”
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Version 3 of the Global Aridity Index and Potential Evapotranspiration Database by Zomer, Robert J., Xu, Jianchu, Trabucco, Antonio

“…The “Global Aridity Index and Potential Evapotranspiration Database - Version 3” (Global-AI_PET_v3) provides high-resolution (30 arc-seconds) global…”
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Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features by Bakas, Spyridon, Akbari, Hamed, Sotiras, Aristeidis, Bilello, Michel, Rozycki, Martin, Kirby, Justin S., Freymann, John B., Farahani, Keyvan, Davatzikos, Christos

“…Gliomas belong to a group of central nervous system tumors, and consist of various sub-regions. Gold standard labeling of these sub-regions in radiographic…”
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Multitask learning and benchmarking with clinical time series data by Harutyunyan, Hrayr, Khachatrian, Hrant, Kale, David C., Ver Steeg, Greg, Galstyan, Aram

“…Health care is one of the most exciting frontiers in data mining and machine learning. Successful adoption of electronic health records (EHRs) created an…”
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A cross-country database of COVID-19 testing by Hasell, Joe, Mathieu, Edouard, Beltekian, Diana, Macdonald, Bobbie, Giattino, Charlie, Ortiz-Ospina, Esteban, Roser, Max, Ritchie, Hannah

“…Our understanding of the evolution of the COVID-19 pandemic is built upon data concerning confirmed cases and deaths. This data, however, can only be…”
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A patient-centric dataset of images and metadata for identifying melanomas using clinical context by Rotemberg, Veronica, Kurtansky, Nicholas, Betz-Stablein, Brigid, Caffery, Liam, Chousakos, Emmanouil, Codella, Noel, Combalia, Marc, Dusza, Stephen, Guitera, Pascale, Gutman, David, Halpern, Allan, Helba, Brian, Kittler, Harald, Kose, Kivanc, Langer, Steve, Lioprys, Konstantinos, Malvehy, Josep, Musthaq, Shenara, Nanda, Jabpani, Reiter, Ofer, Shih, George, Stratigos, Alexander, Tschandl, Philipp, Weber, Jochen, Soyer, H. Peter

“…Prior skin image datasets have not addressed patient-level information obtained from multiple skin lesions from the same patient. Though artificial…”
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