cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34856/eos_aria-sg_201909_laos_floods
title: ARIA-SG Flood Proxy Maps: Laos Floods, Sep 2019

description: These preliminary Flood Proxy Maps (FPM) show areas which are likely flooded in southern Laos due to heavy rains brought by Tropical Storm Podul a week before, and Tropical Depression Kajiki. These maps were derived from synthetic aperture radar data acquired by the Copernicus Sentinel-1 satellites operated by the European Space Agency (ESA). Analysed by the ARIA-SG team at the Earth Observatory of Singapore (EOS) in collaboration with NASA-JPL and Caltech.
DOI: 10.34856/eos_aria-sg_201909_vietnam_floods
title: ARIA-SG Flood Proxy Maps: Vietnam Floods, Sep 2019

description: These preliminary Flood Proxy Maps (FPM) show areas which are likely flooded in central Vietnam due to heavy rains brought by Tropical Storm Podul a week before, and Tropical Depression Kajiki. These maps were derived from synthetic aperture radar data acquired by the Copernicus Sentinel-1 satellites operated by the European Space Agency (ESA). Analysed by the ARIA-SG team at the Earth Observatory of Singapore (EOS) in collaboration with NASA-JPL and Caltech.
DOI: 10.34856/eos_aria-sg_201908_japan_floods
title: ARIA-SG Flood Proxy Maps: Kyushu, Japan, Floods, Aug 2019

description: These preliminary Flood Proxy Maps (FPM) show areas which are likely flooded in Kyushu, southwestern Japan due to heavy rains. These maps were derived from synthetic aperture radar data acquired by ALOS-2 satellites operated by the Japan Aerospace Exploration Agency (JAXA). Analysed by the ARIA-SG team at the Earth Observatory of Singapore (EOS) in collaboration with NASA-JPL and Caltech.
DOI: 10.17632/h56z69wk8z.1
title: Ecosystem Function Components, Blandy Experimental Farm

description: These data were collected during the 2017 and 2018 growing seasons and are components of 5 ecosystem functions: primary productivity, net N mineralization, decomposition, leaching, and respiration. These were measured in 5 plots within 3 different land-use types: an agricultural field, a restored Virginia native plant meadow, and an unmanaged early successional field. The data were used in conjunction with a framework to quantify ecosystem functions in order to estimate supporting ecosystem services, which are difficult to quantify. Supporting ecosystem services that were estimated using these functions were: primary production, nutrient cycling, and soil production. We acknowledged that not all ecosystem functions are necessarily beneficial and therefore should not always be equated to services in and of themselves. For example, we acknowledge that leaching results in a loss of N from systems and that respiration, while associated with decomposition and soil formation, also results in a loss of C from systems.
DOI: 10.5281/zenodo.5025882
title: Average Visibility Data

description: Hourly, daily, monthly and yearly average visibility data.
DOI: 10.5439/1465759
title: WCM water content for ACE-ENA

description: The WCM-2000, manufactured by Science Engineering Associates (SEA), is a multi-element water content measuring system that measures both liquid water content (LWC) and total water content (TWC), allowing the inference of ice water content (IWC). The TWC is measured by a scoop-shaped sensor that collects both liquid and ice phase hydrometeors. The WCM-2000 also has two heated wire elements that are exposed directly to the airstream and a reference or compensation element that is exposed to the airflow but not the condensed water. The two heated wires measure the LWC for different size droplets and are sized to match the Johnson-Williams (JW) (021 Wire) LWC probe (0.5 mm; Neel 1955) and the King (083 Wire) probe (2 mm; King et al. 1978). The WCM-2000 is calibrated according to the manufacturer instructions, which involve a dedicated test flight in cloud-free air. Each flight is also corrected for zero-offset bias using clear-air measurements
DOI: 10.1285/i22390359v11p105
title: Expressing epistemic stance in University lectures and TED talks: a contrastive corpu-based analysis

description: This study explores the web-mediated genre of TED (Technology, Entertainment, Design) talks, speech events whereby experts in their field disseminate knowledge from different domains (e.g. science, technology, design, global issues) addressing an audience of both co-present participants and web-users all over the world. The aim of this study is to investigate the way academics convey epistemic stance (Conrad, Biber 2000) and build up their image as experts on the TED stage. To this purpose, a contrastive analysis was carried out comparing two corpora of spoken discourse, i.e. a corpus of TED talks and a corpus of MICASE university lectures from different disciplines. Although in both genres the speaker is an academic, both the communicative purpose and audience expectations differ substantially in the two contexts under scrutiny. This comparison highlights some distinguishing traits of TED talks and provides a better insight into this genre. Adopting a corpus-based approach, attention is first paid to the most recurrent epistemic lexical verbs (ELVs) and to the use of first and second person pronouns in the two corpora. The qualitative analysis then focuses on similarities and differences in the discourse functions of the four most frequent ELVs (see, show, know, think) and of their clusters when they combine with first and second person pronouns in the two corpora. Previous studies in the field of English for Academic Purposes (Rounds 1987; Fortanet 2004; Walsh 2004; Artiga León 2006; Bamford 2009) are referred to as a starting point to investigate a novel, unexplored pragmatic space (i.e. that of TED) wherein academics accomplish purposes other than merely disseminating knowledge and training students, such as promoting their research and building up their image as experts.
DOI: 10.5281/zenodo.3858046
title: A Dataset of Pull Requests and A Trained Random Forest Model for predicting Pull Request Acceptance

description: A Curated Dataset of 470,925 pull requests for 3349 popular NPM packages, description of the variables, code snippet for creating a Random Forest model for predicting pull request acceptance, and a pre-trained Random Forest model (in R). The dataset is for the ESEM-2020 paper: "Impact of Technical and Social Factors on Pull Request Quality for the NPM Ecosystem" (https://arxiv.org/abs/2007.04816). Citation: <pre>@inproceedings{dey2020effect, title={Effect of technical and social factors on pull request quality for the npm ecosystem}, author={Dey, Tapajit and Mockus, Audris}, booktitle={Proceedings of the 14th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM)}, pages={1--11}, year={2020} }</pre>
DOI: 10.5281/zenodo.7051439
title: Supporting dataset: Towards the Optimal Representation of Sub-Grid Heterogeneity in Land Surface Models - Upper Colorado River Basin study case

description: Supporting files for the manuscript "Towards the Optimal Representation of Sub-Grid Heterogeneity in Land Surface Models - Upper Colorado River Basin study case." The dataset contains the ESCF derived from the original 800 HydroBlocks simulations used to train/test the random forest models (RFM) to compute the annual mean ESCFs for soil moisture content, sensible heat, latent heat, and runoff, as well as the obtained RFM to compute the resulting number of tiles for a given configuration over the study domain. Besides, the dataset includes the ESCFs for the quasi-fully distributed simulation (QFD) and the input data layers required to run HydroBlocks simulations over the study domain.
DOI: 10.5281/zenodo.7260566
title: Gdas data

description: gdas data used for hysplit model
DOI: 10.6084/m9.figshare.19447193.v3
title: data upload.csv

description: There are data from the research. The data was used to prepare the article "The family situation of wards under the supervision of court-appointed custodians during COVID-19 pandemic - Polish case.
DOI: 10.48329/s0m3-8m14
title: CPRD GOLD February 2021

description: The CPRD GOLD database contains longitudinal routinely-collected electronic health records (EHR data) from UK primary care practices using Vision® general practice patient management software. The database captures information on demographic characteristics; diagnoses and symptoms; drug exposures; vaccination history; laboratory tests; and referrals to hospital and specialist care. Access to anonymised data from CPRD is subject to a full licence agreement containing detailed terms and conditions of use. Anonymised patient datasets can be extracted for researchers against specific study specifications, following protocol approval. Further information is available at https://www.cprd.com/data-access.
DOI: 10.5281/zenodo.7296510
title: Data for Few studies of wild animal performance account for parasite infections: a systematic review

description: Data from a systematic review across eight scientific journals publishing primarily studies in animal behaviour and physiology over a 5-year period to assess the proportion of studies which acknowledge, treat or control for parasite infection in their study design and/or analyses. Wild animals have parasites. This inconvenient truth has far-reaching implications for biologists measuring animal performance traits: infection with parasites can alter host behaviour and physiology in profound and sometimes counterintuitive ways. Yet, to what extent do studies on wild animals take individual infection status into account? We explored whether parasite inclusion differed between studies that are experimental versus observational, conducted in the field vs the laboratory and measure behavioural vs physiological traits. We also investigated the importance of other factors such as the journal, the year of publication, the trait category (e.g. locomotion, reproduction) measured, the vertebrate taxonomic group investigated, and the host climatic zone of origin. Our results show that parasite inclusion was generally lacking across recent studies on wild vertebrates. In over 680 filtered papers, we found that only 21.9% acknowledged the potential effects of infections on animal performance in the text, and only 5.1% of studies treated animals for infection (i.e. parasite control) or considered infection status in the statistical analyses (i.e. parasite analysis). Parasite inclusion, control and analysis were higher in laboratory compared to field studies and higher for physiological studies compared to behavioural studies but did not differ among journals, performance trait categories and taxonomic groups. Overall, our literature review suggests that parasites are sorely under-acknowledged by researchers in recent years despite growing evidence that infections can modify animal performance. Given the ubiquity of parasites in the environment, we encourage scientists to consider individual infection status when assessing performance of wild animals. We also suggest ways for researchers to implement such practices in both experimental and observational studies.
DOI: 10.15785/sbgrid/961
title: X-Ray Diffraction data from Protein Tyrosine Phosphatase 1B, source of 8DU7 structure

description: Fixed target serial crystallography data for PTP1B. A total of 6 individual chips (MiTeGen Sample supports) were collected. For each chip, a raster with an oscillation of 0.2 or 0.5 degree and 20um step. A total of 10 frames/chip with 1st 6 frames containing diffraction spots and the rest of the frames are blank. For more info on data collection and processing, please refer to this paper- https://doi.org/10.1101/2022.07.28.501725
description: For more info on data collection and processing, please refer to this paper- https://doi.org/10.1101/2022.07.28.501725
DOI: 10.21944/gome2a-sifter-v2-sun-induced-fluorescence
title: SIFTER sun-induced vegetation fluorescence data from GOME-2A (Version 2.0)

description: The SIFTER Sun-Induced Fluorescence (SIF) version 2 database is available. We developed an improved retrieval algorithm to retrieve mid-morning (09:30 hrs local time) SIF estimates on the global scale from GOME-2 sensor on the Metop-A satellite (GOME-2A) for the period 2007-2019. SIFTER v2 data compares well with the independent NASA v2.8 data product. Especially in the evergreen tropics, SIFTER v2 no longer shows the underestimates against other satellite products that were seen in SIFTER v1. The new data product includes uncertainty estimates for individual observations, and is best used for qa_values above 0.6. The data are accompanied by images that show daily SIF estimates and are described in the following paper: <br> van Schaik, E., Kooreman, M. L., Stammes, P., Tilstra, L. G., Tuinder, O. N. E., Sanders, A. F. J., Verstraeten, W. W., Lang, R., Cacciari, A., Joiner, J., Peters, W., and Boersma, K. F.: Improved SIFTER v2 algorithm for long-term GOME-2A satellite retrievals of fluorescence with a correction for instrument degradation, Atmos. Meas. Tech. Discuss., https://doi.org/10.5194/amt-2019-384, in review, 2020. <br> For more information, see: http://www.temis.nl/surface/sif.html
DOI: 10.25573/data.13184924.v2
title: Miocene palynology of the Solimões Formation (well 1-AS-105-AM), western Brazilian Amazonia SOM

description: There are elevn files including:1) 105Log.pdf = Graphic log for well 1-AS-105-AM<br><br>2) lineaire_1km.shp = shapefile for the main Amazon drainage, used in Fig. 1;<br><br>3) R_scripts_105AM.R = R scripts for all analyses and figures in the paper;<br><br>4) rawCounts_105AM_affinityInfo.csv = list of botanical and ecological affinities of taxa;<br><br>5) rawCounts_105AM_counts_longFormat.csv = raw pollen counts from core 105AM;<br><br>6) rawCounts_105AM_samplesInfo.csv = metadata on pollen samples;<br><br>7) rawCounts_Holocene_AbsyBehling.csv = raw pollen counts from Holocene localities from Absy (1979) and Behling et al. (1999);<br><br>8) SDAR_beds_105AM.xlsx = stratigraphical data from core 105AM used for plotting column in Fig.1 with package SDAR (Ortiz and Jaramillo 2020);<br><br>9) SDAR_intervals_105AM = additional stratigraphical information of core 105AM for plotting column in Fig. 1 with package SDAR (Ortiz and Jaramillo 2020);<br><br>10) SolimoesWells_Isopach_2020_04_24.csv = thickness data of the Miocene in the Solimões, Acre, and Marañon basins, from Silva-Caminha et al. (2020);<br><br>11) Vleeschouwer2017Data = paleotemperature data from De Vleeschouwer et al. (2017);<br><br>REFERENCES:<br><br>Absy, M.L. 1979. A palynological study of Holocene sediments in the Amazon Basin. Unpublished Ph.D. Thesis, University of Amsterdam, Amsterdam, The Netherlands.<br><br>Behling, H., Berrio, J.C., and Hooghiemstra, H. 1999. Late Quaternary pollen records from the middle Caquetá river basin in central Colombian Amazon. Palaeogeography, Palaeoclimatology, Palaeoecology 145: 193–213. https://doi.org/10.1016/S0031-0182(98)00105-9<br><br>De Vleeschouwer, D., Vahlenkamp, M., Crucifix, M. and Pälike, H. (2017) Alternating southern and northern hemisphere response to astronomical forcing during the past 35 million years. Geology, 45: 375–378. https://doi.org/10.1130/G38663.1<br><br>Ortiz, J. and Jaramillo, C. 2019. SDAR: Stratigraphic Data Analysis. R package version 0.9-3. https://CRAN.R-project.org/package=SDAR.<br><br>Silva-Caminha, S.A.F., D’Apolito, C., Jaramillo, C., Espinosa, B. E., Rueda, M. 2020. Palynostratigraphy of the Ramon and Solim~oes formations in the Acre Basin, Brazil. Journal of South American Earth Sciences, 103. https://doi.org/10.1016/j.jsames.2020.102720<br><br>
DOI: 10.5281/zenodo.7415020
title: Plant macrofossil, peat geochemical and chronological data from sub-Arctic European peatlands

description: This dataset consists of raw data from peat records analysed for plant macrofossils, peat geochemical properties supplemented by chronological control data from high-latitude Sweden, Finland and European Russia. Altogether, 33 peat cores were analysed from 16 peatlands. Peat cores were collected from seasonally thawed active peat layer with a box corer or a so-called Russian corer. Peat records cover both currently intermediate (n= 25) and dry (n= 8) surfaces. Majority of the sites (n= 12) are permafrost peatlands either with sporadic or discontinuous permafrost. Changes in peatland vegetation and peat and carbon accumulation were studied to resolve how high-latitude peatlands react to past and recent changes in climate. Peat properties were examined for bulk density, carbon (C), nitrogen (N) and C/N ratio. C accumulation was calculated for the past two millennia. To establish chronological control, peat layers were dated with 210Pb and radiocarbon 14. To create age-depth models we used Plum and the ages retrieved form the models are found in this dataset. The data have been analysed between 2016 and 2020. More information about the methods can be found from Piilo et al. “Consistent centennial-scale change in European sub-Arctic peatland vegetation towards <em>Sphagnum</em> dominance – implications for carbon sink capacity”. Global Change Biology.
DOI: 10.21227/b7hp-ps55
title: Hotel review dataset

description: Chinese Hotel Review Dataset
DOI: 10.25829/4wqn-3q11
title: Basal area data in 80 MyDiv plots from 2015 to 2020
DOI: 10.5281/zenodo.4280178
title: Madidi Project Full Dataset

description: This item contains <strong>version 2.1</strong> of the Madidi Project's full dataset. The zip file contains (1) raw data, which was downloaded from Tropicos (www.tropicos.org) on December 6, 2018; (2) R scripts used to modify, correct, and clean the raw data; (3) clean data that are the output of the R scripts, and which are the point of departure for most uses of the Madidi Dataset; (4) additional post-cleaning scripts that obtain some additional but non-essential information from the clean data. This item also includes the Data Use Policy for this dataset. The core dataset of the Madidi Project consists of a network of ~500 forest plots distributed in and around the Madidi National Park in Bolivia. This network contains 50 permanently marked large plots (1-ha), as well as ~450 temporary small plots (0.1-ha). Within the large plots, all woody individuals with a dbh ≥10 cm have been mapped, tagged, measured, and identified. Some of these plots have also been re-visited and information on mortality, recruitment, and growth exists. Within the small plots, all woody individuals with a dbh ≥2.5 cm have been measured and identified. Each plot has some edaphic and topographic information, and some large plots have information on various plant functional traits. The Madidi Project is a collaborative research effort to document and study plant biodiversity in the Amazonia and Tropical Andes of northwestern Bolivia. The project is currently lead by the Missouri Botanical Garden (MBG), in collaboration with the Herbario Nacional de Bolivia. The management of the project is at MBG, where J. Sebastian Tello (sebastian.tello@mobot.org) is the scientific director and Olga Martha Montiel (olgamartha.montiel@mobot.org) is the administrative director. The directors oversee the activities of a research team based in Bolivia. MBG works in collaboration with other data contributors (currently: Manuel J. Macía [manuel.macia@uam.es], and Gabriel Arellano [gabriel.arellano.torres@gmail.com]), with a representative from the Herbario Nacional de Bolivia (LPB; Carla Maldonado [carla.maldonado1@gmail.com]), as well as with other close associated researchers from various institutions. For more information regarding the organization and objectives of the Madidi Project, you can visit the project’s website (www.madidiproject.weebly.com).
description: The Madidi project has been supported by generous grants from the National Science Foundation (DEB 0101775, DEB 0743457, DEB 1836353), and the National Geographic Society (NGS 7754-04 and NGS 8047-06). Additional financial support for the Madidi Project has been provided by the Missouri Botanical Garden, the Comunidad de Madrid (Spain), the Universidad Autónima de Madrid, and the Taylor and Davidson families.
DOI: 10.5281/zenodo.6770201
title: Moored current and temperature measurements in the Southern Adriatic Sea at mooring site BB and FF, March 2012-June 2020

description: This data set includes n.4 files (NetCDF format) containing observational data and related metadata from two mooring sites, sites BB and FF, located in the Southern Adriatic Sea from the period from March 2012 to June 2020. The stand-alone moorings are equipped with an ADCP-RDI system which measures currents along the last 100 meters of the water column and a CTD probe located approximatively 10 m above the bottom. Moorings were configured and maintained for continuous long-term monitoring following the approach of the CIESM Hydrochanges Program (www.ciesm.org/marine/programs/hydrochanges.html). The moorings are currently operational as from 2021 they have joined the southern Adriatic submarine observatory of EMSO-ERIC European Consortium. The data are described in data paper Paladini et al., (In prep): Deep water hydrodynamic observations of two moorings sites on the continental slope of the Southern Adriatic Sea (Mediterranean Sea).
DOI: 10.5281/zenodo.7110254
title: Abramov glacier data base

description: <strong>Abramov glacier data base</strong> Data base compiled by F. Pertziger. Parts of this dataset were published in the Abramov Glacier Data Reference Book (Pertziger, 1996). Please refer to the reference book and to Kronenberg et al. (2021,2022) and Kronenberg (2022) for more details about the data and their acquisition. The mdb file contains monthly mass balance measurements from 165 stake and nine snow pit locations, daily runoff measurements and meteorological observations. Please note, that the reported coordinates are given in a local coordinate system. Coordinates were transferred to WGS84 / UTM Zone 42N as described in Kronenberg et al. (2021) and are available in a separate file. <strong>References</strong> Kronenberg Marlene. (2022). <em>Changing glacier firn in Central Asia and its impact on glacier mass balance</em>. PhD Thesis. University of Fribourg. https://doi.org/10.51363/unifr.sth.2022.005 Kronenberg, M., Machguth, H., Eichler, A., Schwikowski, M., & Hoelzle, M. (2021). Comparison of historical and recent accumulation rates on Abramov Glacier, Pamir Alay. <em>Journal of Glaciology</em>, <em>67</em>(262), 253–268. https://doi.org/10.1017/jog.2020.103 Kronenberg, M., Machguth, H., Pelt, W. van, Fiddes, J., Hoelzle, M., & Pertziger, F. (2022). Long-term mass balance and firn modelling for Abramov glacier, Pamir Alay. <em>The Cryosphere Discussions</em>, <em>2021–380</em>, 1–33. https://doi.org/10.5194/tc-2021-380 Pertziger, F. I. (1996). <em>Abramov Glacier Data Reference Book: Climate, Runoff, Mass Balance</em>. Central Asian Hydrometeorlogical Institute.