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RE-Europe, a large-scale dataset for modeling a highly renewable European electricity system
Scientific data - Tập 4 Số 1
T. Jensen, Pierre Pinson
AbstractFuture highly renewable energy systems will couple to complex weather and climate dynamics. This coupling is generally not captured in detail by the open models developed in the power and energy system communities, where such open models exist. To enable modeling such a future energy system, we describe a dedicated large-scale dataset for a renewable electric power system. The dataset comb... hiện toàn bộ
China’s environmental policy intensity for 1978–2019
Scientific data - Tập 9 Số 1
Guoxing Zhang, Yang Gao, Jiexun Li, Bin Su, Zhanglei Chen, Weichun Lin
AbstractImproving the measurement of environmental policy intensity would affect not only the selection of variables in environmental policy research but also the research conclusions when evaluating policy effects. Because direct evaluation is lacking, the existing research usually applies data such as pollutant emission data, or the number of policies to construct proxy variables. However, these... hiện toàn bộ
A global compendium of human dengue virus occurrence
Scientific data - Tập 1 Số 1
Jane P. Messina, Oliver J. Brady, David M. Pigott, John S. Brownstein, Anne G. Hoen, Simon I Hay
AbstractA global geographic database of human dengue virus occurrence was produced to generate a global risk map and associated burden estimates1. Herein we present the database, which comprises occurrence data linked to point or polygon locations, derived from peer-reviewed literature and case reports as well as informal online sources. Entries date from 1960 to 2012. We describe all data collect... hiện toàn bộ
The global compendium of Aedes aegypti and Ae. albopictus occurrence
Scientific data - Tập 2 Số 1
Moritz U. G. Kraemer, Marianne Sinka, Kirsten A. Duda, Adrian Mylne, Freya M. Shearer, Oliver J. Brady, Jane P. Messina, Christopher M. Barker, Chester G. Moore, Roberta Gomes Carvalho, Giovanini Evelim Coelho, Wim Van Bortel, Guy Hendrickx, Francis Schaffner, William Wint, Iqbal Elyazar, Hwa‐Jen Teng, Simon I Hay
AbstractAedes aegypti and Ae. albopictus are the main vectors transmitting dengue and chikungunya viruses. Despite being pathogens of global public health importance, knowledge of their vectors’ global distribution remains patchy and sparse. A global geographic database of known occurrences of Ae. aegypti and Ae. albopictus between 1960 and 2014 was compiled. Herein we present the database, which ... hiện toàn bộ
Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features
Scientific data - Tập 4 Số 1
Spyridon Bakas, Hamed Akbari, Aristeidis Sotiras, Michel Bilello, Martin Rozycki, Justin Kirby, John Freymann, Keyvan Farahani, Christos Davatzikos
AbstractGliomas belong to a group of central nervous system tumors, and consist of various sub-regions. Gold standard labeling of these sub-regions in radiographic imaging is essential for both clinical and computational studies, including radiomic and radiogenomic analyses. Towards this end, we release segmentation labels and radiomic features for all pre-operative multimodal magnetic resonance i... hiện toàn bộ
PEST-CHEMGRIDS, global gridded maps of the top 20 crop-specific pesticide application rates from 2015 to 2025
Scientific data - Tập 6 Số 1
Federico Maggi, Fiona Tang, Daniele la Cecilia, Alex B. McBratney
AbstractAvailable georeferenced environmental layers are facilitating new insights into global environmental assets and their vulnerability to anthropogenic inputs. Geographically gridded data of agricultural pesticides are crucial to assess human and ecosystem exposure to potential and recognised toxicants. However, pesticides inventories are often sparse over time and by region, mostly report ag... hiện toàn bộ
Satellite-based time-series of sea-surface temperature since 1981 for climate applications
Scientific data - Tập 6 Số 1
Christopher J. Merchant, Owen Embury, Claire E. Bulgin, T. Block, Gary K. Corlett, Emma Fiedler, Simon Good, Jonathan P. D. Mittaz, Nick A Rayner, David I. Berry, Steinar Eastwood, Michael Taylor, Yoko Tsushima, A. M. Waterfall, Ruth Wilson, Craig Donlon
AbstractA climate data record of global sea surface temperature (SST) spanning 1981–2016 has been developed from 4 × 1012 satellite measurements of thermal infra-red radiance. The spatial area represented by pixel SST estimates is between 1 km2 and 45 km2. The mean density of good-quality observations is 13 km−2 yr−1. SST uncertainty is evaluated per datum, the median uncertainty for pixel SSTs be... hiện toàn bộ
COVID-19 Disease Map, building a computational repository of SARS-CoV-2 virus-host interaction mechanisms
Scientific data - Tập 7 Số 1
Marek Ostaszewski, Alexander Mazein, Marc Gillespie, Inna Kuperstein, Anna Niarakis, Henning Hermjakob, Chris T. Evelo, Egon Willighagen, Jan Hasenauer, Falk Schreiber, Andreas Dräger, Tamás Korcsmáros, Olaf Wolkenhauer, Laura I. Furlong, Emmanuel Barillot, Joaquı́n Dopazo, Aurelio Orta‐Resendiz, Francesco Messina, Alfonso Valencia, Akira Funahashi, Hiroaki Kitano, Charles Auffray, Rudi Balling, Reinhard Schneider
Vectorized rooftop area data for 90 cities in China
Scientific data - Tập 9 Số 1
Zhixin Zhang, Zhen Qian, Teng Zhong, Min Chen, Kai Zhang, Yang Yue, Rui Zhu, Fan Zhang, Haoran Zhang, Fangzhuo Zhou, Jianing Yu, Bingyue Zhang, Guonian Lü, Jinyue Yan
AbstractReliable information on building rooftops is crucial for utilizing limited urban space effectively. In recent decades, the demand for accurate and up-to-date data on the areas of rooftops on a large-scale is increasing. However, obtaining these data is challenging due to the limited capability of conventional computer vision methods and the high cost of 3D modeling involving aerial photogr... hiện toàn bộ
Emognition dataset: emotion recognition with self-reports, facial expressions, and physiology using wearables
Scientific data - Tập 9 Số 1
Stanisław Saganowski, Joanna Komoszyńska, Maciej Behnke, Bartosz Perz, Dominika Kunc, Bartłomiej Klich, Łukasz D. Kaczmarek, Przemysław Kazienko
AbstractThe Emognition dataset is dedicated to testing methods for emotion recognition (ER) from physiological responses and facial expressions. We collected data from 43 participants who watched short film clips eliciting nine discrete emotions: amusement, awe, enthusiasm, liking, surprise, anger, disgust, fear, and sadness. Three wearables were used to record physiological data: EEG, BVP (2x), H... hiện toàn bộ
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