cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/8jx97kfjxg.1
title: Supplementary materials for paper Decentralized Optimization

description: This dataset contains supplementary materials for the paper "Demand response through decentralized optimization in residential areas with wind and photovoltaics". The following data is included: • Mathematical description of all optimization problems with explanations of the equations • Resulting load and temperature profiles of the buildings for the base case scenarios • Result tables with detailed information about the scenarios and their results • Commented code (in the modelling language GAMS) of the decentralized optimization problems for the different building types and the centralized optimization problem In case of any questions or comments regarding the files please feel free to contact: Thomas Dengiz Chair of Energy Economics, Karlsruhe Institute of Technology (KIT) in Germany Webpage: https://www.iip.kit.edu/english/86_3459.php E-Mail: thomas.dengiz@kit.edu
DOI: 10.17632/dnhfm8r4sf.1
title: weighting function (new)
DOI: 10.17632/kmckc2vmmw.1
title: Data for A sandwich smoother for spatio-temporal functional data

description: This archive provides data and code related to "A sandwich smoother for spatio-temporal functional data" by Joshua P. French and Piotr S. Kokoszka. The archive includes data from the North American Regional Climate Change Assessment Program (NARCCAP) and the North American Coordinated Regional Downscaling Experiment (NA-CORDEX). Mearns, L., et al., 2007, updated 2014. The North American regional climate change assessment program dataset, National Center for Atmospheric Research Earth System Grid data portal, Boulder, CO. doi:10.5065/D6RN35ST. Mearns, L., et al., 2017. The NA-CORDEX dataset, version 1.0. doi:10. 5065/D6SJ1JCH. NCAR Climate Data Gateway, Boulder CO. Accessed October 12, 2019. Mearns, L.O., Arritt, R., Biner, S., Bukovsky, M.S., McGinnis, S., Sain, S., Caya, D., Correia Jr, J., Flory, D., Gutowski, W., et al., 2012. The North American regional climate change assessment program: overview of phase I results. Bulletin of the American Meteorological Society 93, 1337–1362. Mearns, L.O., Gutowski, W., Jones, R., Leung, R., McGinnis, S., Nunes, A., Qian, Y., 2009. A regional climate change assessment program for North America. EOS, Transactions American Geophysical Union 90, 311–311.
DOI: 10.34725/dvn/mn9nrd/60o2yi
title: 1.SL_Settlement_Form.pdf
DOI: 10.34725/dvn/mn9nrd/8xyd06
title: 1.Forest_Form.pdf
DOI: 10.34725/dvn/mn9nrd/bztsya
title: Association.tab

description: Raw data for the Association form in Western Ghats.
DOI: 10.34725/dvn/mn9nrd/c7yflh
title: Forest form.7z
DOI: 10.34725/dvn/mn9nrd/q1vtts
title: 3.Forest.tab

description: Raw data for the Forest form in Western Ghats.
DOI: 10.34725/dvn/mn9nrd/qqtfvq
title: 3.Settlement.tab

description: Raw data for the Settlement form in Western Ghats.
DOI: 10.34725/dvn/mn9nrd/rsb1ug
title: Association_Form_A.pdf
DOI: 10.34725/dvn/mn9nrd/v2ggm5
title: 1.SL_Settlement_Form.pdf
DOI: 10.34725/dvn/mn9nrd/ydq7oz
title: Settlement form.7z
DOI: 10.34725/dvn/mn9nrd/0fixyl
title: 3.Forest.tab

description: Raw data for the Forest form in Western Ghats.
DOI: 10.34725/dvn/mn9nrd/8s1bhp
title: 2.Agroforestry systems.7z
DOI: 10.34725/dvn/mn9nrd/btkwye
title: 1.Association_Form_A.pdf
DOI: 10.34725/dvn/mn9nrd/g0qovf
title: Settlement.tab

description: Raw data for the Settlement form in Western Ghats.
DOI: 10.34725/dvn/mn9nrd/kdnk7b
title: Forest form.7z
DOI: 10.34725/dvn/mn9nrd/lcx7pk
title: Association form.7z
DOI: 10.34725/dvn/mn9nrd/sdyfib
title: SL_Product_Form_R.pdf
DOI: 10.34725/dvn/mn9nrd/x8holo
title: 2.Product form.7z
DOI: 10.34725/dvn/mn9nrd/zllwj1
title: Product.tab

description: Raw data for the Product form in Western Ghats.
DOI: 10.15468/nhaff8
title: Integrative taxonomy confirms three species of Coniocarpon (Arthoniaceae) in Norway

description: This dataset contains the digitized treatments in Plazi based on the original journal article Frisch, Andreas, Moen, Victoria Stornes, Grube, Martin, Bendiksby, Mika (2020): Integrative taxonomy confirms three species of Coniocarpon (Arthoniaceae) in Norway. MycoKeys 62: 27-51, DOI: http://dx.doi.org/10.3897/mycokeys.62.48480, URL: http://dx.doi.org/10.3897/mycokeys.62.48480
DOI: 10.18739/a2901zg25
title: Effects of aufeis on the structure and function of Arctic river-floodplain ecosystems, Alaska, 2016-2017

description: The goal of this study is to assess the potential effects of aufeis (i.e., river icings) on the structure and function of arctic river-floodplain ecosystems in a warming climate. Aufeis are massive accumulations of ice that are features of many arctic rivers. They form during freeze-up when thickening surface ice causes local overflows. Successive cycles of overflow result in accumulations of enormous volumes of ice, with aufeis on some Alaskan rivers attaining thicknesses of 3-5 meters, covering more than 20 square kilometers, and storing as much as 30% of the annual river discharge. Although aufeis have been studied by hydrologists and are known to be required for winter and spawning habitat for some fish, understanding of their ecology is poor. We propose that aufeis be viewed as winter oases due to their wet bases that supply water and heat to otherwise frozen habitats. Aufeis function as summer oases by providing a stable supply of water to hyporheic and downstream habitats. These data come from intensive study of the Kuparuk River Aufeis field. We collected stage and water temperature data in 50 wells that were ~1 meter deep, and stage, temperature, electrical conductivity, and dissolved oxygen data from several points in the surface channel of the aufeis field. Where we could deploy loggers, we have continuous data collection.
DOI: 10.34725/dvn/mn9nrd/9ubnlk
title: 3.Forest.tab

description: Raw Data for the Forest form in Western Ghats
DOI: 10.34725/dvn/mn9nrd/ajrm02
title: Forest_Form.pdf
DOI: 10.34725/dvn/mn9nrd/fof4rh
title: SL_Product_Form_R.pdf
DOI: 10.34725/dvn/mn9nrd/jc9liu
title: 0.Disclaimer.pdf
DOI: 10.34725/dvn/mn9nrd/jd8nlv
title: 3.Forest.tab

description: Raw data for the Forest form in Western Ghats.
DOI: 10.34725/dvn/mn9nrd/kkc8ys
title: SL_Product_Form_R.pdf
DOI: 10.34725/dvn/mn9nrd/spdyg1
title: Agroforestry systems.7z
DOI: 10.34725/dvn/mn9nrd/tgttse
title: 2.Product form.7z
DOI: 10.34725/dvn/mn9nrd/vezxiw
title: 3.Association.tab

description: Raw Data for the Association form in Western Ghats
DOI: 10.34725/dvn/mn9nrd/xglznz
title: 2.Forest form.7z
DOI: 10.5281/zenodo.3612482
title: ePSproc: Aniline Orb 23 (B1) ionization

description: Aniline Orb 23 (B1) ionization - photoionization calculations with ePolyScat + ePSproc. *Web version*: https://phockett.github.io/ePSdata/aniline/aniline_wf_0.1-10.1eV_orb23_B1.html For more details of the calculations, see readme.txt, or: About ePSdata About ePSproc About ePS
DOI: 10.15468/8txhn5
title: Revision of the genus Dziriblatta Chopard, 1936 (Blattodea, Ectobiidae, Ectobiinae) II. The species of the subgenera Pauciscleroblatta and Monoscleroblatta

description: This dataset contains the digitized treatments in Plazi based on the original journal article Bohn, Horst (2020): Revision of the genus Dziriblatta Chopard, 1936 (Blattodea, Ectobiidae, Ectobiinae) II. The species of the subgenera Pauciscleroblatta and Monoscleroblatta. Zootaxa 4728 (3): 301-333, DOI: https://doi.org/10.11646/zootaxa.4728.3.1
DOI: 10.15468/as8g4s
title: On Araniella and Neoscona (Araneae, Araneidae) of the Caucasus, Middle East and Central Asia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Zamani, Alireza, Marusik, Yuri M., Sestakova, Anna (2020): On Araniella and Neoscona (Araneae, Araneidae) of the Caucasus, Middle East and Central Asia. ZooKeys 906: 13-40, DOI: http://dx.doi.org/10.3897/zookeys.906.47978, URL: http://dx.doi.org/10.3897/zookeys.906.47978
DOI: 10.15468/m8wctd
title: Notes on the green lacewing subgenus Ankylopteryx Brauer, 1864 (s. str.) (Neuroptera, Chrysopidae) from China, with description of a new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ma, Yunlong, Yang, Xingke, Liu, Xingyue (2020): Notes on the green lacewing subgenus Ankylopteryx Brauer, 1864 (s. str.) (Neuroptera, Chrysopidae) from China, with description of a new species. ZooKeys 906: 41-71, DOI: http://dx.doi.org/10.3897/zookeys.906.46438, URL: http://dx.doi.org/10.3897/zookeys.906.46438
DOI: 10.15468/sq7nxr
title: A novel leaf-rolling chironomid, Eukiefferiella endobryonia sp. nov. (Diptera, Chironomidae, Orthocladiinae), highlights the diversity of underwater chironomid tube structures

description: This dataset contains the digitized treatments in Plazi based on the original journal article Imada, Yume (2020): A novel leaf-rolling chironomid, Eukiefferiella endobryonia sp. nov. (Diptera, Chironomidae, Orthocladiinae), highlights the diversity of underwater chironomid tube structures. ZooKeys 906: 73-111, DOI: http://dx.doi.org/10.3897/zookeys.906.47834, URL: http://dx.doi.org/10.3897/zookeys.906.47834
DOI: 10.15468/t5fp9u
title: Leucosolenia qingdaoensis sp. nov. (Porifera, Calcarea, Calcaronea, Leucosolenida, Leucosoleniidae), a new species from China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Chu, Yan-Ling, Gong, Lin, Li, Xin-Zheng (2020): Leucosolenia qingdaoensis sp. nov. (Porifera, Calcarea, Calcaronea, Leucosolenida, Leucosoleniidae), a new species from China. ZooKeys 906: 1-11, DOI: http://dx.doi.org/10.3897/zookeys.906.47164, URL: http://dx.doi.org/10.3897/zookeys.906.47164
DOI: 10.18739/a21g0hv35
title: Seasonal active layer measurements from a Circumpolar Active Layer Monitoring (CALM) grid, Barrow, Alaska, 2017

description: Active Layer measurements were taken on a 30 plot subset within the Circumpolar Active Layer Monitoring (CALM) Grid in Barrow, Alaska. Each measurement was taken on the north eastern most corner of each plot. The chosen subset was located from D2-D7 and H2-H7. The University of Texas at El Paso's Systems Ecology Lab (SEL) lab's long depth probe was used. Data have been corrected by subtracting 0.5 centimeters from measurements made in the field to account for the missing tip of the probe.
DOI: 10.18739/a25717n8s
title: Seasonal active layer measurements from a Mobile Instrumented System Platform (MISP) grid, Barrow, Alaska, 2017

description: Active Layer measurements were taken at each Mobile Instrumented System Platform (MISP) grid plot in Barrow, Alaska throughout the 2017 summer field season. University of Texas El Paso (UTEP) System Ecology Lab (SEL) circumpolar active layer monitoring (CALM) depth probe was used to take measurements. Depth was measured on the probe as the distance from frozen active layer to the top surface of the vegetation. If water was present then it was measured to the top of the biomass. Data have been corrected by subtracting 0.5 centimeters from measurements made in the field to account for the missing tip of the probe.
DOI: 10.18739/a2wp9t681
title: Seasonal active layer measurements from a Mobile Instrumented System Platform (MISP) grid, Atqasuk, Alaska, 2017

description: Active Layer measurements were taken at each Mobile Instrumented System Platform (MISP) grid plot in Atqasuk, Alaska throughout the 2017 summer field season. University of Texas, El Paso (UTEP) Systems Ecology Lab's (SEL) Circumpolar Active Layer Monitoring (CALM) depth probe was used to take measurements. Depth was measured on the probe as the distance from frozen active layer to the top surface of the vegetation. If water was present then it was measured to the top of the biomass.
DOI: 10.34725/dvn/mn9nrd/n5x1uv
title: 3.Settlement.tab

description: Raw Data for the Settlement form in Western Ghats
DOI: 10.5281/zenodo.3612483
title: ePSproc: Aniline Orb 23 (B1) ionization

description: Aniline Orb 23 (B1) ionization - photoionization calculations with ePolyScat + ePSproc. *Web version*: https://phockett.github.io/ePSdata/aniline/aniline_wf_0.1-10.1eV_orb23_B1.html For more details of the calculations, see readme.txt, or: About ePSdata About ePSproc About ePS
DOI: 10.5281/zenodo.3625687
title: The Grid Audio-Visual Speech Corpus

description: The Grid Corpus is a large multitalker audiovisual sentence corpus designed to support joint computational-behavioral studies in speech perception. In brief, the corpus consists of high-quality audio and video (facial) recordings of 1000 sentences spoken by each of 34 talkers (18 male, 16 female), for a total of 34000 sentences. Sentences are of the form "put red at G9 now". audio_25k.zip contains the wav format utterances at a 25 kHz sampling rate in a separate directory per talker<br> alignments.zip provides word-level time alignments, again separated by talker<br> s1.zip, s2.zip etc contain .jpg videos for each talker [note that due to an oversight, no video for talker t21 is available] The Grid Corpus is described in detail in the paper jasagrid.pdf included in the dataset.
description: Collection of this dataset was supported by a grant from the University of Sheffield Research Fund.
DOI: 10.5281/zenodo.3626020
title: Self-supervised retinal thickness prediction enables deep learning from unlabeled data to boost classification of diabetic retinopathy

description: <strong>This data repository contains the OCT images and binary annotations for segmentation of retinal tissue using deep learning. To use, please refer to the Github repository </strong>https://github.com/theislab/DeepRT. <strong>#######</strong> <strong>Access to large, annotated samples represents a considerable challenge for training accurate deep-learning models in medical imaging. While current leading-edge transfer learning from pre-trained models can help with cases lacking data, it limits design choices, and generally results in the use of unnecessarily large models. We propose a novel, self-supervised training scheme for obtaining high-quality, pre-trained networks from unlabeled, cross-modal medical imaging data, which will allow for creating accurate and efficient models. We demonstrate this by accurately predicting optical coherence tomography (OCT)-based retinal thickness measurements from simple infrared (IR) fundus images. Subsequently, learned representations outperformed advanced classifiers on a separate diabetic retinopathy classification task in a scenario of scarce training data. Our cross-modal, three-staged scheme effectively replaced 26,343 diabetic retinopathy annotations with 1,009 semantic segmentations on OCT and reached the same classification accuracy using only 25% of fundus images, without any drawbacks, since OCT is not required for predictions. We expect this concept will also apply to other multimodal clinical data-imaging, health records, and genomics data, and be applicable to corresponding sample-starved learning problems.</strong> <strong>#######</strong>
DOI: 10.15468/aevqdg
title: Upsa centennial, a new genus and species (Coleoptera: Scarabaeidae: Scarabaeinae: Endroedyolini) from the Southern Mistbelt forest in South Africa celebrating 100 years of entomology at the University of Pretoria

description: This dataset contains the digitized treatments in Plazi based on the original journal article Deschodt, Christian M., Sole, Catherine L., Scholtz, Clarke H. (2020): Upsa centennial, a new genus and species (Coleoptera: Scarabaeidae: Scarabaeinae: Endroedyolini) from the Southern Mistbelt forest in South Africa celebrating 100 years of entomology at the University of Pretoria. Zootaxa 4728 (3): 357-362, DOI: https://doi.org/10.11646/zootaxa.4728.3.4
DOI: 10.15468/hciqgc
title: A new species of Baikal endemic sponges (Porifera, Demospongiae, Spongillida, Lubomirskiidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Bukshuk, Natalia A., Maikova, Olga O. (2020): A new species of Baikal endemic sponges (Porifera, Demospongiae, Spongillida, Lubomirskiidae). ZooKeys 906: 113-130, DOI: http://dx.doi.org/10.3897/zookeys.906.39534, URL: http://dx.doi.org/10.3897/zookeys.906.39534
DOI: 10.17029/687d1d0c-dac8-4c02-bc52-1d868ff5b146
title: Dataset for Emotional Disgust Study 'Exploring the emotion of disgust: differences in smelling and feeling'.

description: Data relates to published study: Stafford, L., Fleischman, D., Le Her, N., & Hummel, T. (2018). Exploring the emotion of disgust: differences in smelling and feeling. Chemosensors, 6(1), 9.
DOI: 10.17029/f3a1f723-88c9-420c-9ee0-dfafab408e1b
title: Dataset for 'Higher olfactory sensitivity to coffee odour in habitual caffeine users'.

description: This data relate to the following publication: Stafford, L., Damant, K., Ashurst, S., & Parker, M. (2019). Higher olfactory sensitivity to coffee odour in habitual caffeine users. Experimental and Clinical Psychopharmacology.
DOI: 10.18739/a2n58cm1x
title: Kite Aerial Photography from a Mobile Instrumented System Platform (MISP) grid, Barrow and Atqasuk, Alaska, 2018

description: Aerial photographs were collected during the 2018 growing seasons at each Mobile Instrumented System Platform (MISP) located at Utqiaġvik (formerly Barrow), Alaska as well as in Atqasuk, Alaska. Most of the pictures taken are high resolution, however only a few are lacking good quality. The date, start and end flight times (local), the people present, cloud conditions, ground wind speed, weather conditions, height of rig, average kite angle, and the camera and kite used were recorded. These measurements are part of the Arctic Observing Network (AON) - International Tundra Experiment (ITEX) initiative and help to document seasonal changes in surface moisture and structure at high spatial scales.
DOI: 10.18739/a2rx93d48
title: Seasonal soil active layer measurements from a Circumpolar Active Layer Monitoring (CALM) grid, Atqasuk, Alaska, 2017

description: Active Layer measurements were taken on a 30 plot subset within the Circumpolar Active Layer Monitoring (CALM) Grid in Atqasuk, Alaska. Each measurement was taken on the north eastern most corner of each plot. The chosen subset was located from E2-E6 and J2-J6. The SEL lab's thin depth probe (black tape on the handle) was used.
DOI: 10.25934/00005161
title: Tempus - data package upload for 5096

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.34725/dvn/cahzhj/0fjpti
title: 3.Forest.tab

description: Raw Data for the Forest Form
DOI: 10.34725/dvn/cahzhj/283zxg
title: 1.ASSOCIATION FORM A_7.12.13.docx
DOI: 10.34725/dvn/cahzhj/asv82s
title: 3.Settlement.tab

description: Raw Data for the Settlement Form
DOI: 10.5281/zenodo.3625686
title: The Grid Audio-Visual Speech Corpus

description: The Grid Corpus is a large multitalker audiovisual sentence corpus designed to support joint computational-behavioral studies in speech perception. In brief, the corpus consists of high-quality audio and video (facial) recordings of 1000 sentences spoken by each of 34 talkers (18 male, 16 female), for a total of 34000 sentences. Sentences are of the form "put red at G9 now". audio_25k.zip contains the wav format utterances at a 25 kHz sampling rate in a separate directory per talker<br> alignments.zip provides word-level time alignments, again separated by talker<br> s1.zip, s2.zip etc contain .jpg videos for each talker [note that due to an oversight, no video for talker t21 is available] The Grid Corpus is described in detail in the paper jasagrid.pdf included in the dataset.
description: Collection of this dataset was supported by a grant from the University of Sheffield Research Fund.
DOI: 10.34725/dvn/cahzhj/1btmxf
title: 2.Settlement.xls

description: ODK data collection tool for the Settlement Form.
DOI: 10.34725/dvn/cahzhj/1kjlrd
title: 4.Settlement_ver.tab
DOI: 10.34725/dvn/cahzhj/3qrims
title: 1.SETTLEMENT FORM_7.12.13.docx
DOI: 10.34725/dvn/cahzhj/d6dztd
title: 3.Forest.tab

description: Raw Data for the Forest Form
DOI: 10.34725/dvn/cahzhj/hlkctw
title: 2.Association.xls

description: ODK data collection tool for the Association Form.
DOI: 10.34725/dvn/cahzhj/jk4gw7
title: 2.FOREST_FORM.xls

description: ODK data collection tool for the Forest Form.
DOI: 10.34725/dvn/cahzhj/oze7me
title: 3.Association-1.tab

description: Raw Data for the Association Form
DOI: 10.34725/dvn/cahzhj/qfyiz7
title: Settlement.tab

description: Raw Data for the Settlement Form
DOI: 10.34725/dvn/cahzhj/rzlj6p
title: 4.Association_ver-1.tab
DOI: 10.3886/e109285v3
title: Upright and Honorable Datasets

description: We predict that people use space as metaphor to make sense of honor and that this has downstream consequences for choice and shapes perception and that the effects of this metaphor are not limited to people high in honor values. People in China (Study 1) and the U.S. (Studies 1-3) associate honor with up and right and dishonor with down and left, separately from how much they endorse honor values (Studies 2, 3) and the association of positive with up (Study 3). Turning to the U.S. President, the more Trump supporters value honor, the more they prefer Trump in the up-right versus the down-left quadrant of an image --the reverse holds for Trump non-supporters (Study 4). The more Americans rate Trump as honorable, the more they perceive of photographs of him as reinforcing that --they see the images as presenting him as facing up-right toward honor (Study 5).<br>
DOI: 10.5519/qd.kcxexsvb
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.6073/pasta/a39d6ae04363dfbd8d08da5c5b11512d
title: Wisconsin creel dataset as well as predictor variables for lakes from 1990 to 2017 to estimate statewide recreational fisheries harvest

description: Recreational fisheries have high economic worth, valued at $190B globally. An important, but underappreciated, secondary value of recreational catch is its role as a source of food. This contribution is poorly understood due to difficulty in estimating recreational harvest at spatial scales beyond an individual system, as traditionally estimated from angler creel surveys. Here, we address this gap using a 28-year creel survey of ~300 Wisconsin inland lakes. We develop a statistical model of recreational harvest for individual lakes and then scale-up to unsurveyed lakes (3769 lakes; 73% of statewide lake surface area) to generate a statewide estimate of recreational lake harvest of ~4200 t and an estimated annual angler consumption rate of ~3 kg, nearly double estimated United States per capita freshwater fish consumption. Recreational fishing harvest makes significant contributions to human diets, is critical for discussions on food security, and the multiple ecosystem services of freshwater systems.