cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17617/3.8z
title: Fog dataset at ATTO

description: This collection contains the time series of the visibility and extinction coefficient measured at the ATTO (Amazon Tall Tower Observatory) site from September 2014 to December 2018. The data in file "FOG.dat" are used in paper "Occurrence and growth of sub-50 nm aerosol particles in the Amazonian boundary layer" (Franco et al., 2022, ACPD, "https://doi.org/10.5194/acp-22-3469-2022"). When using the data, please also refer to that paper. See "FOG_ReadMe.txt" for further information.
DOI: 10.17617/3.90
title: SMPS dataset at ATTO

description: This collection contains the time series of the aerosol particle number size distribution measured at the ATTO (Amazon Tall Tower Observatory) site from February 2014 to September 2020 at 60 m height. The data in file "SMPS.dat" are used in paper "Occurrence and growth of sub-50 nm aerosol particles in the Amazonian boundary layer" (Franco et al., 2022, ACPD, "https://doi.org/10.5194/acp-22-3469-2022"). When using the data, please also refer to that paper. See "SMPS_ReadMe.txt" for further information.
DOI: 10.17617/3.jkdroh
title: Beyond the molecular movie: dynamics of bands and bonds during a photo-induced phase transition

description: Raw data archive for the paper entitled:
"Beyond the molecular movie: dynamics of bands and bonds during a photo-induced phase transition", 
Nicholson et al. Science, Vol. 362, Issue 6416, pp. 821-825 (2018)
DOI: 10.1126/science.aar4183
DOI: 10.17617/3.13
title: Functional variation in a key defense gene structures herbivore communities and alters plant performance
DOI: 10.17617/3.1r
title: Available data for ATTO BC and BrC study

description: Available data for paper "Black and brown carbon over central Amazonia: Long-term aerosol measurements at the ATTO site", ACP, 2018, "https://doi.org/10.5194/acp-18-12817-2018". When using the data, please refer to the paper mentioned above. If further data needed, please contact the corresponding authors.
DOI: 10.17617/3.lfn61z
title: Data for: "The genetic history of admixture across inner Eurasia"

description: This collection includes two EIGENSTRAT format genotype data associated with "The genetic history of admixture across inner Eurasia": i) 1240K pulldown of two Botai individuals, ii) HumanOrigins genotype data of 763 present-day inner Eurasians. Metadata for ii) are presented in the SI Table 1 of the publication.
Nature Ecology & Evolution, https://doi.org/10.1038/s41559-019-0878-2
DOI: 10.17617/3.8d
title: Script for: The performance of field sampling for parasite detection in a wild passerine
DOI: 10.21233/wkhc-va59
title: Tahquamenon Bay testate amoebae surface sample dataset

description: Raw data for the Tahquamenon Bay testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.jzqdq6
title: Occurrence Download

description: A dataset containing 1424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Vitex grandifolia Gürke"
 ]
}

 The dataset includes 1424 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021456-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17617/3.5jz1ti
title: Luef_Pika_Supplemental_Material
DOI: 10.17617/3.z
title: Transcriptional responses to short-term and long-term host plant adaptation experience and parasite load in an oligophagous beetle
DOI: 10.17617/3.7bxevc
title: A Labeled Image Dataset for Deep Learning-Driven Rockfall Detection on the Moon and Mars

description: Background:
The term rockfall describes the rapid displacement of a large, usually meter-sized block of rock down-slope, triggered by, for example, endogenic or exogenic events like impacts, quakes or rainfall. In a remote sensing context, the term rockfall is also being used to describe the characteristic geomorphic deposit of a rockfall event that can be identified from an air- or space-borne perspective, i.e., the combination of a displaced boulder and the track it carved into the slope substrate while bouncing, rolling, and sliding over the surface (also called `boulder with track' or `rolling boulder'). In planetary science, the spatial distribution and frequency of rockfalls provide insights into the global erosional state and activity of a planetary body while their tracks act as tools that allow for the remote estimation of the surface strength properties of yet unexplored regions in preparation of future ground exploration missions, such as the lunar pyroclastic, polar sunlit and permanently shadowed regions of the Moon. Due to their small physical size (meters), the identification and mapping of rockfalls in planetary satellite imagery is challenging and very time-consuming, however. For this reason, Bickel et al. (2018) and Bickel et al. (2020) trained convolutional neural networks to automate rockfall mapping in lunar and martian satellite imagery.

Parts of the unpublished datasets used for earlier work have now been complemented with newly labeled data to create a well-balanced dataset of 2,822 lunar and martian rockfall labels (which we call `RMaM-2020' --- [R]ockfall [Ma]rs [M]oon [2020], 416 MB in total, available here) that can be used for deep learning and other data science applications. Here, balanced means that the labels have been derived from imagery with a wide and continuous range of properties like spatial resolution, solar illumination, and others. So far, this dataset has been used to analyze the benefits of multi-domain learning on rockfall detector performance (Mars & Moon vs. Moon-only or Mars-only), but there are numerous other (non-planetary science) applications such as for featurization, feature or target recognition (aircraft/spacecraft autonomy), and data augmentation experiments.
DOI: 10.17617/3.0xwbta
title: Data files: Majorities for Minorities: Participatory Constitution Making and the Protection of Minority Rights

description: This collection includes a data file that combines variables from a number of published datasets. A very simple code book is also included to identify the sources of each variable. The data file was used for the statistical analysis in the above-named article published in Political Research Quarterly.
DOI: 10.17617/3.wtk65p
title: Data for: "Comparative perspectives that challenge brain warming as the primary function of REM sleep"
DOI: 10.17617/3.4x
title: Corpus of sociological articles studying perceptions of the future

description: This dataset provides bibliographical information for 571 English language sociological research articles that empirically study actors' expectations, aspirations and perceptions of the future. 


This text corpus is the basis for an analysis published in "Beckert and Suckert, 2020, The Future as A Social Fact. The Analysis of Perceptions of the Future in Sociology, In: Poetics, online first".
DOI: 10.17617/3.4w
title: Gut microbiota degrades toxic isothiocyanates in a flea beetle pest
DOI: 10.17617/3.j4ufhx
title: Acoustic wave propagation through solar granulation

description: Movies of a wave packet and its statistical moments propagating through a time- and space-dependent random medium
DOI: 10.17617/3.4b
title: Fischer et al 2020_Context-dependent venom deployment and protein composition in two assassin bug

description: Supplemental Methods, Figures and Table S1
DOI: 10.17617/3.3s
title: Data for: Proximity to humans affects local social structure in a giraffe metapopulation

description: Data for Bond et al. 2020 Proximity to humans affects local social structure in a giraffe metapopulation, Journal of Animal Ecology.
DOI: 10.17617/3.pdrllv
title: Rock Varnish, Owens and Rose Valley, pXRF and ICPMS Data
DOI: 10.17617/3.49
title: Data for the article "Photon-level broadband spectroscopy and interferometry with two frequency combs"

description: Experimental time-domain interferograms supporting the plots in the article "Photon-level broadband spectroscopy and interferometry with two frequency combs" by Nathalie Picqué and Theodor W. Hänsch.
DOI: 10.17617/3.4oimwn
title: Groundtruth data: Automatic estimation of modulation transfer functions

description: Point spread functions measured across the full field for various specimen of commercial DSLR lenses .
Sharp image patches used for training.
DOI: 10.17617/3.3r
title: ATTO and HALO data related to Holanda et al 2020

description: This collection contains data for paper "Influx of African biomass burning aerosol during the Amazonian dry season through layered transatlantic transport of black carbon-rich smoke" (Holanda et al., 2019, ACP, "https://doi.org/10.5194/acp-20-4757-2020").
When using the data, please refer to the paper mentioned above. If further data needed, please contact the corresponding authors.

File "ATTO.dat" contains daily averages of several quantities measured at the ATTO (Amazon Tall Tower Observatory) site. Time range: years 2013 to 2018.
File "HALO.dat" contains measurements from flight "AC19" of the HALO aircraft campaign "ACRIDICON-CHUVA" in 1-second resolution. The flight took place on 2014-09-30 over the Amazon Basin and the Atlantic Ocean.
DOI: 10.21233/gzbe-6q33
title: Hengelo Groeve Rientjes pollen dataset

description: Raw data for the Hengelo Groeve Rientjes pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17617/3.3i
title: The Low Dimensionality of Development

description: This contains a docker container and the prepared data to do the analysis in the paper title: "The Low Dimensionality of Development" published in "Social Indicators Research" 2020 by Kraemer et al.. If you use code or data from in this repository cite the paper.

This repository contains a copy of the World Development Indicators database from May 2018 [1]. 

The analysis was run on a 48 core cluster node with 256GB of ram and takes some hours to complete. Afterthis generating all results, they can be loaded into slightly over 16GB of RAM.

Unpack 'docker_data.tar.gz' into a '/path/to/data' on 'host' and run as:

docker load -i dockerimage.tar
docker run -v "/path/to/data":/home/rstudio/data -v "/path/to/figures":/home/rstudio/fig -p 8989:8787 -e PASSWORD=secret_password development-indicators

then open 'host:8989' in your browser and an RStudio session should appear. You can login with the user "rstudio" and the password you specified before.

NOTE: We did not set a random seed, so slight variations between runs will occur.

[1] 
License: CC-BY 4.0 (https://creativecommons.org/licenses/by/4.0/)
By: The World Bank
The original data can be found here: https://datacatalog.worldbank.org/dataset/world-development-indicators
DOI: 10.17617/3.25
title: Raw data for "The right response at the right time: Exploring helminth immune modulation in sticklebacks by experimental co-infection"

description: Sticklebacks from two divergent populations (high resistance against S. solidus, HR, and low resistance against S. solidus, LR) were experimentally infected with the cestode Schistocephalus solidus and the eye fluke Diplostomum pseudospathaceum. The respective controls (sham-exposed; only exposed to S. solidus; only exposed to D. pseudspathaceum) were included. 
The data set includes all metadata from the experimental design (e.g. 'tank' and 'treatment'), the dissection data (e.g. organ weights) and gene expression data (log10-transformed CNRQs exported from qBase+ 3.0; Biogazelle; Hellemans et al., 2007).
DOI: 10.17617/3.2b
title: Code & Supplementary Information for: Spurious inference when comparing networks
DOI: 10.17617/3.2w
title: Data for: Structural trade-offs can predict rewiring in shrinking social networks

description: Simulation data to replicate the figures in the paper
DOI: 10.17617/3.84
title: Raw data and code for pH in aerosol microdroplets
DOI: 10.17617/3.7o
title: Growth of Science

description: Data from the study regarding growth rates of modern science:
https://arxiv.org/abs/2012.07675
DOI: 10.17617/3.7v
title: Multi-Proxy Reconstruction of South Asian Monsoon Variability in Sri Lanka
DOI: 10.17617/3.7t
title: COVID-19 within families amplifies the prosociality gap between adolescents of high and low socioeconomic status

description: COVID-19 has had worse health, education and labor market effects on groups with low socio-economic status (SES) than on those with high SES. Little is known, however, about whether COVID-19 has also had differential effects on non-cognitive skills that are important for life outcomes. Using panel data from before and during the pandemic, we show that COVID-19 affects one key non-cognitive skill, i.e., prosociality. While prosociality is already lower for low-SES students prior to the pandemic, we show that COVID-19 infections within families amplify the prosociality gap between French high-school students of high- and low-SES by almost tripling its size in comparison to pre-COVID-19 levels.
DOI: 10.17617/3.7l
title: FUCCItrack: an all-in-one software for single cell tracking and cell cycle analysis
DOI: 10.17617/3.spgncr
title: Triangulation supports agricultural spread of the Transeurasian languages

description: Haploid genotyping of ancient Korean and Japanese individuals
DOI: 10.21233/aj5d-7f94
title: LDDsite568 ostracode surface sample dataset

description: Raw data for the LDDsite568 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17617/3.4jxotd
title: The genomic origins of the Bronze Age Tarim Basin mummies

description: Genomes of the earliest ancient individuals from northern and southern Xinjiang
DOI: 10.17617/3.7d
title: Dataset for "X-ray microspectroscopy and ptychography on nanoscale structures in rock varnish"
DOI: 10.17617/3.qpmafg
title: Chamber flux data for the Ambolikha permafrost floodplain monitoring site near Chersky, Northeast Siberia

description: The Chersky study site is located on a floodplain of the Kolyma
River near Chersky in northeastern Siberia. It features a subsection with a decade-long experimental drainage, and an undisturbed control section nearby. This collection summarizes small-scale observations from these experiments, mostly based on non-steady-state flowthrough (i.e., closed dynamic) chambers with a side length of 60x60 cm made of transparent plexiglas. Greenhouse gas concentrations of CO2, CH4 and H2O were measured using an Ultra-Portable Greenhouse
Gas Analyzer (UGGA; Los Gatos Research, San Jose, CA,
USA).
DOI: 10.17617/3.6t
title: natural product njaoamine I (revision)

description: NMR assignment data leading to the revision of the nominal configuration of njoamine I. 
https://doi.org/10.1021/jacs.1c07955
The revised structure is a regioisomer of the nominal structure proposed by Urab et al (2018) https://doi.org/10.1016/j.tetlet.2018.05.059 
The alkyne triple bond in the C12-chain is positioned at C37-C38 (formerly at C38-C39)
DOI: 10.17617/3.6p
title: Atmospheric air flask samples - Station Nord, Greenland

description: Flasks were analyzed at MPI-BGC in Jena for the concentrations of CH4, CO2, CO, N2O, O2, and SF6. As additional parameters, we sampled the ratios of O2/N2, Ar/N2, and the stable isotope signals d13C-CO2, d18O-CO2, d13C-CH4, and d2H-CH4.
DOI: 10.17617/3.6e
title: No time to rest: how the effects of climate change on nest decay threaten the conservation of apes in the wild

description: Since 1994, IUCN Red List assessments apply globally acknowledged standards to assess species distribution, abundance and trends. The extinction risk of a species has a major impact on conservation science and international funding mechanisms. Great ape species are listed as Endangered or Critically Endangered. Their populations are often assessed using their unique habit of constructing sleeping platforms, called nests. As nests rather than apes are counted, it is necessary to know the time it takes for nests to disappear to convert nest counts into ape numbers. However, nest decomposition is highly variable across sites and time and the factors involved are poorly understood. 
Here, we used 1,511 bonobo (Pan paniscus) nests and 15 years of climatic data (2003–2018) from the research site LuiKotale, Democratic Republic of the Congo, to investigate the effects of climate change and behavioural factors on nest decay time, using a Bayesian gamma survival model. We also tested the logistic regression method, a recommended time-efficient option for estimating nest decay time. 
Our climatic data showed a decreasing trend in precipitation across the 15 years of study. We found bonobo nests to have longer decay times in recent years. While the number of storms was the main factor driving nest decay time, nest construction type and tree species used were also important. We also found evidence for bonobo nesting behaviour being adapted to climatic conditions, namely strengthening the nest structure in response to unpredictable, harsh precipitation. By highlighting methodological caveats, we show that logistic regression is effective in estimating nest decay time under certain conditions. 
Our study reveals the impact of climate change on nest decay time in a tropical remote area. Failure to account for these changes would invalidate biomonitoring estimates of global significance, and subsequently jeopardize the conservation of great apes in the wild.
DOI: 10.17617/3.785sbk
title: Data for "Ancient genomes from the Himalayas illuminate the genetic history of Tibetans and their Tibeto-Burman speaking neighbors"

description: This collection includes the 1240K and HumanOrigins (HO) genotype data of 42 aMMD individuals analyzed in "Ancient genomes from the Himalayas illuminate the genetic history of Tibetans and their Tibeto-Burman speaking neighbors".
DOI: 10.17617/3.bpn84y
title: Plant markers databases
DOI: 10.17617/3.17
title: Lewanzik_Goerlitz_2018_FuncEcol_Dataset

description: Dateset for Lewanzik & Goerlitz 2018, Functional Ecology: Continued source level reduction during attack in the low-amplitude bat Barbastella barbastellus prevents moth evasive flight
DOI: 10.17617/3.8s
title: Long term global trends in open access. Supplementary material

description: This collection contains the raw data for the results shown in Heidbach et al. "Long term global trends in open access. A data paper" (2022)
DOI: 10.17617/3.1z
title: West Siberian Genotyping Data from Flegontov et al. 2019 (Nature)

description: This dataset is a Plink-formatted genotyping dataset consisting of 58 newly analysed present-day human individuals from West Siberia, published in Flegontov et al., Nature, 2019 (https://doi.org/10.1038/s41586-019-1251-y). The genotype array was the Affymetrix Human Origins array.
DOI: 10.17617/3.wv764t
title: Late Pleistocene human genome suggests a local origin for the first farmers of central Anatolia

description: Nature Communications https://doi.org/10.1038/s41467-019-09209-7
DOI: 10.21233/4rfg-jd21
title: East Ruin pollen dataset

description: Raw data for the East Ruin pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17617/3.3ahksy
title: Ancient DNA sheds light on the genetic origins of early Iron Age Philistines

description: Eigenstrat format of '1240K' genotype data
DOI: 10.17617/3.8i
title: Data for: Bifunctional Monosaccharides Preferentially Localize to Nuclear Subcompartments
DOI: 10.17617/3.8c
title: Blepharisma stoltei ATCC 30299 Macronuclear genome
DOI: 10.17617/3.k
title: Data from: Genetic basis of allochronic differentiation in the fall armyworm
DOI: 10.17617/3.19
title: Raw data for: "An automated barcode tracking system for behavioural studies in birds"

description: Raw tracking data files used to produce the example data analysis. Contains tracking data from two flocks over several weeks. Data are focused on flocks foraging at a food source.
Paper published in Methods in Ecology and Evolution, https://doi.org/10.1111/2041-210X.13005
DOI: 10.17617/3.9gen2w
title: Strain and Vector-Magnetic-Field Tuning of the Anomalous Phase in Sr3Ru2O7

description: Article published in Science Advances, https://doi.org/10.1126/sciadv.1501804
DOI: 10.17617/3.nsci0y
title: Acoustic mirrors as sensory traps for bats
DOI: 10.17617/3.1k
title: Available data for ATTO CCN Part 2 study

description: Available data for paper "Long-term observations of cloud condensation nuclei over the Amazon rain forest - Part 2: Variability and characteristic differences under near-pristine, biomass burning, and long-range transport conditions", ACP, 2018, "https://doi.org/10.5194/acp-18-10289-2018".
When using the data, please refer to the paper mentioned above. If further data needed, please contact the corresponding authors.
DOI: 10.17617/3.shzt9n
title: lawevol
DOI: 10.21233/rhhj-4b43
title: Sparkle Cave vertebrate fauna dataset

description: Raw data for the Sparkle Cave vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17617/3.truo2t
title: Schuerman Supplemental Files
DOI: 10.17617/3.5t
title: Innovation and geographic spread of a complex foraging culture in an urban parrot
DOI: 10.17617/3.5d
title: Face masks effectively limit the probability of SARS-CoV-2 transmission

description: Data and code for submission of manuscript "Face masks effectively limit the probability of SARS-CoV-2 transmission".
DOI: 10.17617/3.zx1xsk
title: 3D interrelationship between osteocyte network and forming mineral during human bone remodeling

description: Raw and Primary Data
DOI: 10.17617/3.5slcfn
title: Vilcinskas et al_Tineola bisselliella Bac18 genomic data and predicted proteins

description: Genomic data of Bac18 from Tineola bisselliella
DOI: 10.17617/3.2gji5e
title: Eigenstrat files for Furtwaengler et al. 2020 Nature Communications

description: 1240K eigenstrat files from the newly reported ancient individuals
DOI: 10.17617/3.ltjx0t
title: 1240k_genotype_acientAfrica_Wang_Goldstein_etal_SciAdv2020

description: Genotype files (eigenstrat format) of 20 ancient genomes from sub-Saharan Africa (Kenya, Democratic Republic of the Congo, Uganda, Botswana) published in Wang&Goldstein et al 2020. Cite as Wang K, Goldstein S, Bleasdale M, Clist B, Bostoen K, Bakwa-Lufu P, et al. Ancient genomes reveal complex patterns of population movement, interaction, and replacement in sub-Saharan Africa. Science Advances. 2020;6: eaaz0183.
DOI: 10.17617/3.x9dvpr
title: eigenstrat_Rivollat_etal_2020_Meso_Neo_France_Germany
DOI: 10.17617/3.35
title: Integrated data and news on natural gas consumption/shortage in China

description: Reference data for paper "Chinese ‘coal-to-gas’ strategy caused massive redistribution of air pollution". When using the data, please refer to the paper mentioned above. If further data needed, please contact the corresponding authors.