cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3908926
title: Paleoclimate Data-Model Comparison and the Role of Climate Forcings over the Past 1500 Years

description: The past 1500 years provide a valuable opportunity to study the response of the climate system to external forcings. However, the integration of paleoclimate proxies with climate modeling is critical to improving the understanding of climate dynamics. In this paper, a climate system model and proxy records are therefore used to study the role of natural and anthropogenic forcings in driving the global climate. The inverse and forward approaches to paleoclimate data-model comparison are applied, and sources of uncertainty are identified and discussed. In the first of two case studies, the climate model simulations are compared with multiproxy temperature reconstructions. Robust solar and volcanic signals are detected in Southern Hemisphere temperatures, with a possible volcanic signal detected in the Northern Hemisphere. The anthropogenic signal dominates during the industrial period. It is also found that seasonal and geographical biases may cause multiproxy reconstructions to overestimate the magnitude of the long-term preindustrial cooling trend. In the second case study, the model simulations are compared with a coral d18O record from the central Pacific Ocean. It is found that greenhouse gases, solar irradiance, and volcanic eruptions all influence the mean state of the central Pacific, but there is no evidence that natural or anthropogenic forcings have any systematic impact on El Nino-Southern Oscillation. The proxy climate relationship is found to change over time, challenging the assumption of stationarity that underlies the interpretation of paleoclimate proxies. These case studies demonstrate the value of paleoclimate data-model comparison but also highlight the limitations of current techniques and demonstrate the need to develop alternative approaches.
DOI: 10.5281/zenodo.3909232
title: LEMON_DATA

description: This is the dataset of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.
DOI: 10.5281/zenodo.3898481
title: LEMON_DATA

description: This is the dataset of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.
DOI: 10.5281/zenodo.3889686
title: Understanding ENSO dynamics through the exploration of past climates

description: The palaeoclimate record shows that significant changes in ENSO characteristics took place during the Holocene. Exploring these changes, using both data and models, provides a means of understanding ENSO dynamics. Previous modelling studies have suggested a mechanism whereby changes in the Earth’s orbital geometry explain the strengthening of ENSO over the Holocene. Decreasing summer insolation over the Asian landmass resulted in a weakening of the Asian monsoon system. This led to a weakening of the easterly trade winds in the western Pacific, creating conditions more favourable for El Niño development. To explore this hypothesised forcing mechanism, we use a climate system model to conduct a suite of simulations of the climate of the past 8,000 years. In the early Holocene, we find that the Asian summer monsoon system is intensified, resulting in an amplification of the easterly trade winds in the western Pacific. The stronger trade winds represent a barrier to the eastward propagation of westerly wind bursts, therefore inhibiting the onset of El Niño events. The fundamental behaviour of ENSO remains unchanged, with the major change over the Holocene being the influence of the background state of the Pacific on the susceptibility of the ocean to the initiation of El Niño events.
DOI: 10.5281/zenodo.3889685
title: Understanding ENSO dynamics through the exploration of past climates

description: The palaeoclimate record shows that significant changes in ENSO characteristics took place during the Holocene. Exploring these changes, using both data and models, provides a means of understanding ENSO dynamics. Previous modelling studies have suggested a mechanism whereby changes in the Earth’s orbital geometry explain the strengthening of ENSO over the Holocene. Decreasing summer insolation over the Asian landmass resulted in a weakening of the Asian monsoon system. This led to a weakening of the easterly trade winds in the western Pacific, creating conditions more favourable for El Niño development. To explore this hypothesised forcing mechanism, we use a climate system model to conduct a suite of simulations of the climate of the past 8,000 years. In the early Holocene, we find that the Asian summer monsoon system is intensified, resulting in an amplification of the easterly trade winds in the western Pacific. The stronger trade winds represent a barrier to the eastward propagation of westerly wind bursts, therefore inhibiting the onset of El Niño events. The fundamental behaviour of ENSO remains unchanged, with the major change over the Holocene being the influence of the background state of the Pacific on the susceptibility of the ocean to the initiation of El Niño events.
DOI: 10.5519/qd.y9kjr4ew
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (286 records)
DOI: 10.5281/zenodo.3862689
title: S69 | LUXPEST | Pesticide Screening List for Luxembourg

description: This is the collection associated with list S69 LUXPEST Pesticide Screening List for Luxembourg on the NORMAN Suspect List Exchange. https://www.norman-network.com/nds/SLE/ A pesticide screening list for Luxembourg, compiled from multiple sources by Jessy Krier, uni.lu. Dataset DOI: 10.5281/zenodo.3862688. NOTE: the presence of pesticides on this list means that they are potentially relevant for Luxembourg and surrounding regions, but does not imply that they have been detected in Luxembourg. This list has been compiled to enable the efficient screening of data using the background knowledge contained within this list. The sources used were: Classification links & Authorization in Luxembourg https://ec.europa.eu/food/plant/pesticides/eu-pesticides-database/public/?event=activesubstance.selection&language=EN https://sitem.herts.ac.uk/aeru/bpdb/search.htm https://sitem.herts.ac.uk/aeru/ppdb/en/search.htm<br> <br> Origin: ASTA: https://saturn.etat.lu/tapes/tapes_de_lst_pdt.jsp?sel=_ SWISSPEST16: https://comptox.epa.gov/dashboard/chemical_lists/swisspest Structure mapping: CompTox Batch Search with CID mapping via PubChem; InChIs were generated from SMILES by OpenBabel. MS_READY SMILES were used for mass spectral screening; parent forms were used for structural information and to map classification content.<br>
DOI: 10.17632/tg5tvgm436.1
title: Heart rate profile during exercise summary statistics

description: Summary statistics of belonging to "Genetic study links components of the autonomous nervous system to heart-rate profile during exercise" . Nature Communications 2018. DOI:10.1038/s41467-018-03395-6
DOI: 10.5281/zenodo.3909277
title: Pseudo-two-dimensional dynamics in a system of macroscopic rolling spheres - Experimental data

description: Each file has an unique experiment_id at the beginning of its name. "*_trajectories.pkl" files are in a compressed Python pickle format, they can be read with pandas as follows: import pandas as pd df = pd.read_pickle(file_dir_name, compression='xz') "_info.txt" files cointain all the physical details of each experiment
DOI: 10.5285/1fd6ab5a-3139-4a12-99d3-2ba0c0213744
title: Borehole thermometry data from Rutford Ice Stream, West Antarctica, 2007

description: Borehole temperature measurements from the upper 300 m of Rutford Ice Stream. A string of thermistors was installed into a hot-water drilled hole in February 2005. The string comprised 10 calibrated thermistors at approximately 30 m spacing. The temperature measurements provided were taken in February 2007, following ample time for the heat from the drilling process to have dissipated.
description: In February 2005 a string of thermistors was lowered down the upper 300 m of a hot-water drilled borehole on Rutford Ice Stream (West Antarctica), once the drilling activities had been completed. Prior to deployment each thermistor had been calibrated. Wires to each thermistor extended down from the surface. The upper thermistor was positioned 15 m below the surface; below this, thermistors were spaced at 31.5 m intervals. Below ~60 m the hole was filled with water, above this it was air-filled. The top of the hole was then covered. Over time, the water in the borehole will have frozen and the excess heat remaining from the drilling activity will have dissipated. At various times over the following 2 years the temperature at the depth of each thermistor was determined by precise measurements of the resistance of each thermistor using the wires at the surface. The temperature measurements provided were taken in February 2007.
description: The thermistors used were 3K3A Betatherm.
description: Each thermistor was calibrated in a temperature-controlled water bath prior to deployment. Temperature-measurement accuracy was +/- 0.01 °C (Barret et al., 2009). The depth of each thermistor beneath the surface was accurate to better than +/- 10 cm at the time of installation.
DOI: 10.5257/iea/wes/2020-1
title: World Energy Statistics (April 2020 Edition)

description: World Energy Statistics provides comprehensive world energy statistics on all energy sources - coal, gas, oil, electricity, renewables and waste. It covers energy supply and consumption for countries and regions, including all OECD countries, over 100 other key energy-producing and -consuming countries, as well as world totals and various regional aggregates. The dataset includes detailed tables by country in original units, and summary time-series on production, trade, and final consumption by sector.
DOI: 10.15161/oar.it/30459
title: CovidStat project data

description: This record contains the daily updated data of the CovidStat project. CovidStat is a project carried out by the CovidStat Working Group at INFN, whose creation was promoted within the Italian National Institute of Nuclear Physics with the aim of making a statistical analysis of the data provided daily by the Civil Protection on the spread of the pandemic in Italy. CovidStat data can interactively be browsed at https://covid19.infn.it.
description: The software to process this Root TTree is in the related identifier. Be sure to use the right corresponding version, based on the data in which Root TTree was generated.
DOI: 10.21227/kyze-dh10
title: ERA Dataset

description: Along with the increasing use of unmanned aerial vehicles (UAVs), large volumes of aerial videos have been produced. It is unrealistic for humans to screen such big data and understand their contents. Hence methodological research on the automatic understanding of UAV videos is of paramount importance. In this paper, we introduce a novel problem of event recognition in unconstrained aerial videos in the remote sensing community and present a large-scale, human-annotated dataset, named ERA (Event Recognition in Aerial videos), consisting of 2,864 videos each with a label from 25 different classes corresponding to an event unfolding 5 seconds. The ERA dataset is designed to have a significant intra-class variation and inter-class similarity and captures dynamic events in various circumstances and at dramatically various scales. Moreover, to offer a benchmark for this task, we extensively validate existing deep networks. We expect that the ERA dataset will facilitate further progress in automatic aerial video comprehension. The website is \url{https://lcmou.github.io/ERA_Dataset/}.
DOI: 10.26302/sshade/experiment_sb_20200511_001
title: Absorption coefficients in the VIS and NIR for oriented San Carlos Olivine and Sri Lanka Olivine crystals
DOI: 10.26302/sshade/experiment_sb_20200609_001
title: Absorption coefficient in the VIS and NIR for a natural spinel
DOI: 10.21227/98p2-fg63
title: ERA Dataset

description: Along with the increasing use of unmanned aerial vehicles (UAVs), large volumes of aerial videos have been produced. It is unrealistic for humans to screen such big data and understand their contents. Hence methodological research on the automatic understanding of UAV videos is of paramount importance. In this paper, we introduce a novel problem of event recognition in unconstrained aerial videos in the remote sensing community and present a large-scale, human-annotated dataset, named ERA (Event Recognition in Aerial videos), consisting of 2,864 videos each with a label from 25 different classes corresponding to an event unfolding 5 seconds. The ERA dataset is designed to have a significant intra-class variation and inter-class similarity and captures dynamic events in various circumstances and at dramatically various scales. Moreover, to offer a benchmark for this task, we extensively validate existing deep networks. We expect that the ERA dataset will facilitate further progress in automatic aerial video comprehension. The website is \url{https://lcmou.github.io/ERA_Dataset/}.
DOI: 10.21227/675h-sd32
title: ERA Dataset

description: Along with the increasing use of unmanned aerial vehicles (UAVs), large volumes of aerial videos have been produced. It is unrealistic for humans to screen such big data and understand their contents. Hence methodological research on the automatic understanding of UAV videos is of paramount importance. In this paper, we introduce a novel problem of event recognition in unconstrained aerial videos in the remote sensing community and present a large-scale, human-annotated dataset, named ERA (Event Recognition in Aerial videos), consisting of 2,864 videos each with a label from 25 different classes corresponding to an event unfolding 5 seconds. The ERA dataset is designed to have a significant intra-class variation and inter-class similarity and captures dynamic events in various circumstances and at dramatically various scales. Moreover, to offer a benchmark for this task, we extensively validate existing deep networks. We expect that the ERA dataset will facilitate further progress in automatic aerial video comprehension. The website is \url{https://lcmou.github.io/ERA_Dataset/}.
DOI: 10.5285/dac20505-a56e-4beb-97ba-077eecd587c0
title: Long-duration GPS record from Rutford Ice Stream, West Antarctica, 2004-2007

description: Dual-frequency GPS data from a single receiver installed on the surface of Rutford Ice Stream in West Antarctica. The instrument was operated from late 2004 to early 2007. Gaps in the data set occur, through periods of power loss in the winters and during station relocations. Funding was provided by NERC Antarctic Funding Initiative (AFI) GR3/G005, NERC under the British Antarctic Survey National Capability programme, Polar Science for Planet Earth, Leverhulme Trust Fellowship (to T Murray), and RCUK Academic Fellowship (to M A King).
description: GPS position observations were made at 0.1 Hz sample rate using a Trimble 5700 dual-frequency receiver with tripod-mounted antenna. The ice stream at the measurement site is moving at just over 1 m per day (377 m/a). Prior to each Antarctic winter, the instrument was re-located, usually to approximately its original geographical (latitude, longitude) position. During data processing, the antenna position was calculated every 5 minutes using a Precise Point Positioning technique. For further details see Murray et. al, 2007 (doi:10.1029/2007GL031207) and King et. al, 2010 (doi:10.3189/002214310791190848).
description: GPS data were acquired using a Trimble 5700 dual-frequency receiver with tripod-mounted antenna. Data start date is 17 December 2004 (2004 Decimal Day 353.778). The data span a period of 750 days (to decimal day 2004 1103.997). Gaps exist in the time series through periods of power loss in the winters and during station relocations The data were acquired at one site on Rutford Ice Stream, West Antarctica. Approximate location of the site was S78.141646342 W088.91234181 in Dec 2004. Ice flow is ~377 m per year. Station relocations were up to a few hundred metres each time.
description: Position errors (95% confidence limits) are 0.02-0.03 m (horizontal) and 0.05 m (vertical). For details see Murray et. al, 2007 (doi:10.1029/2007GL031207) and King et. al, 2010 (doi:10.3189/002214310791190848). Gaps exist in the time series through periods of power loss in the winters and during station relocations.
DOI: 10.6084/m9.figshare.12045243.v60
title: Data on the COVID-19 outbreak in Romania

description: This dataset includes various metrics on the COVID-2019 outbreak in Romania. For a full description see the GitHub project at https://github.com/adrianp/covid19romania.<br>Main data source is the press office of the Ministry of Internal Affairs, which currently provides a daily report on most metrics. Data points are also sourced from the Romanian Ministry of Health and the Romanian National Institute of Public Health and occasionally from news outlets. The purpose is to provide a historic overview of the various figures in a machine readable format, and not live information on the pandemic.<br>A visualisation is provided, only for demonstration purposes, at https://covid19ro.com.<br>Data is updated at least once every week; please use GitHub issues to report any problems or suggest improvements.
DOI: 10.25919/5ef5dbd435477
title: Parkes observations for project P1063 semester 2020APRS_09

description: We propose to use the Parkes UWL receiver for monitoring a small sub-set of the FAST-discovered pulsars, with special properties. The Parkes UWL system provides a unique capability for studying the pulsars over wide bandwidths. The observation proposed will provide significant insight into the special emission properties of these new discoveries and facilitate science.
DOI: 10.7479/hdsm-nr62
title: In anderen Umständen. Geschichten vom Eingriff ins Erbgut.

description: "In anderen Umständen" ist ein partizipativer Comic: Gemeinsam mit den Betrachtenden haben wir Geschichten vom Eingriff ins Erbgut erzählt. Der Comic ist Teil des Forschungsprojekt "ZukunftMensch", das die Möglichkeit, mit Genscheren die menschliche Natur zu verändern, mit möglichst vielen Menschen diskutieren möchte. Die Kooperation zwischen der Universität Tübingen und dem Museum für Naturkunde Berlin wird durch die Volkswagen Stiftung gefördert.
DOI: 10.25919/5ef5dd6351499
title: Parkes pulsar observations with undefined project IDs for 2020_08

description: Parkes pulsar observations with undefined project IDs for 2020. This collection contains observations from project PX060.
DOI: 10.5281/zenodo.3909404
title: IO Islamic 1569. Âthar-alwuzarâ, Biographies of the Most Eminent Wazîrs from the Oldest Times Down to the Reign of Sulṭân Ḥusain Mirzâ

description: IO Islamic 1569. Âthar-alwuzarâ, Biographies of the Most Eminent Wazîrs from the Oldest Times Down to the Reign of Sulṭân Ḥusain Mirzâ
DOI: 10.5281/zenodo.3909403
title: IO Islamic 1569. Âthar-alwuzarâ, Biographies of the Most Eminent Wazîrs from the Oldest Times Down to the Reign of Sulṭân Ḥusain Mirzâ

description: IO Islamic 1569. Âthar-alwuzarâ, Biographies of the Most Eminent Wazîrs from the Oldest Times Down to the Reign of Sulṭân Ḥusain Mirzâ
DOI: 10.5281/zenodo.3908469
title: Model simulation data used in "Attributing ozone and its precursors to land transport emissions in Europe and Germany" (Mertens et al., ACP, 2020)

description: This dataset contains the output of the MECO(n) regional model simulations analysed and discussed in Mertens et al. (ACP., 2020). An overview of the numerical experiments is given in the article. The README files in the dataset give additional information about the metadata.
DOI: 10.5281/zenodo.3908468
title: Model simulation data used in "Attributing ozone and its precursors to land transport emissions in Europe and Germany" (Mertens et al., ACP, 2020)

description: This dataset contains the output of the MECO(n) regional model simulations analysed and discussed in Mertens et al. (ACP., 2020). An overview of the numerical experiments is given in the article. The README files in the dataset give additional information about the metadata.
DOI: 10.5281/zenodo.3909412
title: IO Islamic 839. Maâthir-alumarâ, The First Edition of the Great Biographical Dictionary of the Famous Amîrs, Nawwâbs, and other Noblemen who Lived during the Reign of the Tîmûrides in India

description: IO Islamic 839. Maâthir-alumarâ, The First Edition of the Great Biographical Dictionary of the Famous Amîrs, Nawwâbs, and other Noblemen who Lived during the Reign of the Tîmûrides in India
DOI: 10.5281/zenodo.3909411
title: IO Islamic 839. Maâthir-alumarâ, The First Edition of the Great Biographical Dictionary of the Famous Amîrs, Nawwâbs, and other Noblemen who Lived during the Reign of the Tîmûrides in India

description: IO Islamic 839. Maâthir-alumarâ, The First Edition of the Great Biographical Dictionary of the Famous Amîrs, Nawwâbs, and other Noblemen who Lived during the Reign of the Tîmûrides in India
DOI: 10.17632/6yxdt9xc2n.5
title: Data for: Use of aquaculture ponds by globally endangered red-crowned crane (Grus japonensis) during wintering period in the Yancheng National Nature Reserve, a Ramsar wetland

description: Raw data : Use of aquaculture ponds by globally endangered red-crowned crane (Grus japonensis) during wintering period in the Yancheng National Nature Reserve, a Ramsar wetland
DOI: 10.17632/5vwrhmy2dg.5
title: Data for: Climate models predict a divergent future for the medicinal tree Boswellia serrata Roxb. in India

description: Data is associated with the submitted manuscript title " Climate models predict a divergent future for the medicinal tree Boswellia serrata Roxb. in India"
DOI: 10.5281/zenodo.3890144
title: MicroCT Data of Mice for Osteoarthritis Biomarkers Project

description: MicroCT data of mice for Quantitative Image-Based Osteoarthritis Bio-markers project. This dataset contains original data (citation below), manual segmentations, and automatic segmentations used for benchmarking of automated 3D bone characterization tools created by Kitware, Inc. Original data from: Lau AG (2014) Joint bleeding in factor VIII deficient mice causes an acute loss of trabecular bone and calcification of joint soft tissues which is prevented with aggressive factor replacement. <em>Haemophilia</em> 20(5):716-722. PMCID: PMC4396845.
description: Funding provided by National Institutes of Health (1R44AR074375).
description: {"references": ["Lau AG, Sun J, Hannah WB, Livingston EW, Heymann D, Bateman TA, Monahan PE (2014) Joint bleeding in factor VIII deficient mice causes an acute loss of trabecular bone and calcification of joint soft tissues which is prevented with aggressive factor replacement. Haemophilia 20(5):716-722. PMCID: PMC4396845."]}
DOI: 10.21227/n4ye-0183
title: Unified Management Testbed

description: We took advantage of the prototype to compare the performances of an LwM2M device management protocol implementation and FIWARE’s Ultralight 2.0. In addition to demonstrating the viability of the proposed approach, the obtained results point to mixed advantages/disadvantages of one protocol over the other.
DOI: 10.21227/hnc5-s655
title: Unified Management Testbed

description: We took advantage of the prototype to compare the performances of an LwM2M device management protocol implementation and FIWARE’s Ultralight 2.0. In addition to demonstrating the viability of the proposed approach, the obtained results point to mixed advantages/disadvantages of one protocol over the other.
DOI: 10.21227/dv8r-9s48
title: Unified Management Testbed

description: We took advantage of the prototype to compare the performances of an LwM2M device management protocol implementation and FIWARE’s Ultralight 2.0. In addition to demonstrating the viability of the proposed approach, the obtained results point to mixed advantages/disadvantages of one protocol over the other.