cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5210928
title: The 30 m annual land cover datasets and its dynamics in China from 1990 to 2020

description: Using 335,709 Landsat images on the Google Earth Engine, we built the first Landsat-derived annual land cover product of China (CLCD) from 1985 to 2019. We collected the training samples by combining stable samples extracted from China's Land-Use/Cover Datasets (CLUD), and visually-interpreted samples from satellite time-series data, Google Earth and Google Map. Several temporal metrics were constructed via all available Landsat data and fed to the random forest classifier to obtain classification results. A post-processing method incorporating spatial-temporal filtering and logical reasoning was further proposed to improve the spatial-temporal consistency of CLCD. "*_albert.tif" are projected files via proj4 string "+proj=aea +lat_1=27 +lat_2=45 +lat_0=0 +lon_0=105 +x_0=0 +y_0=0 +datum=WGS84 +units=m +no_defs".
DOI: 10.1594/pangaea.774741
title: ADCP current meter data from mooring TR_LF_ADCP_2 at Tisler Cold-Water Coral Reef, Norway
DOI: 10.1594/pangaea.884994
title: Global Vegetation Clumping Index Products (8-days,500 m) (LIS-CI-A1) from 2001-2016

description: The estimation of gross primary productivity (GPP) and evapotranspiration (ET) would be effected by the spatial distribution of vegetation foliage, which can be described with the canopy clumping index (CI). And the CI is an important factor to characterize the terrestrial ecosystem and model land-surface processes. The multi-angle remote sensing data provide an effective way to produce long-term global CI data.Currently, the CI data products have been produced based on the correlation between CI and the normalized difference between hotspot and darkspot (NDHD). But the global CI data products do not take into consideration of the influence of solar zenith angle (SZA) and the surface reflectance model, seriously affecting the accuracy of the CI. In addition, because of lacking for long-term CI data and ignoring the seasonal and interannual changes, the current CI data products cannot meet the demand the research of CI.Aiming at the problems of current CI data products, Prof. Hongliang Fang and the research team, Institute of Geographic Sciences and Natural Resources Research (IGSNRR), researched on the CI estimation algorithm and produced the new global CI data products (LIS-CI-A1). The research team analyzed the CI value on the different BRDF model and SZA using the field measured leaf area index and high spatial resolution image data and put forward the optimal BRDF model and SZA to estimate the CI, solving the problem of CI estimation in sparse vegetation areas and raising the global CI data product accuracy effectively.The research team has produced the long term global CI data products, supplying global maps of CI at 8-days steps and 500-m spatial resolution for 2001-2016.This study was supported by National Natural Science Foundation of China (41471295) and the National Key Research and Development Program of China (2016YFA0600201).
DOI: 10.5281/zenodo.1411961
title: Laboratory Dataset on Self-ignition of Biochar samples

description: The file attached contains a complete set of experimental data from biochar self-heating ignition of cubic basket experiments for a range of feedstock materials (Softwood, Wheat pellets and rice husks) produced in a kiln reactor at temperatures ranging between 350 and 800 °C. The experiments are all oven-basket experiments, and were carried out in a thermostatically controlled oven with thermocouples for measuring the ambient and sample temperatures. The data reported includes the dates of experiments, volume of samples being tested, oven ambient temperature, reactor production temperature, bulk density of the sample and if the sample ignited or not. There are 3 worksheets included, one per feedstock type. This data is in support of the journal paper: F. Restuccia, O. Masek, R. M. Hadden, G. Rein, <strong>Quantifying self-heating ignition of biochar as a function of feedstock and </strong>the pyrolysis reactor temperature, <em>Fuel 236 (</em>2019), pp 201-213 https://doi.org/10.1016/j.fuel.2018.08.141.
DOI: 10.1594/pangaea.859522
title: Current measurements at ADCP station ADCP_20140822, part 1
DOI: 10.5281/zenodo.5630325
title: Surface surface wind speed and its different grades over China during 1961-2020 based on a high-resolution observation dataset CN05.1

description: The daily 10-m wind speed observation dataset CN05.1, which covers the period from 1961 to 2020, with horizontal resolution of 0.25° × 0.25° (latitude × longitude). This dataset was developed by Jia Wu from National Climate Center, China Meteorological Administration. References: Jia Wu, Xue-Jie Gao. A grided daily observation dataset over China region and comparison with the other datasets. <em>Chinese J. Geophys. </em>(in Chinese), 2013, 56(4): 1102-1111, doi: 10.6038/cjg20130406.
DOI: 10.5281/zenodo.4654068
title: Bus, timetable, weather and traffic data for bus bunching prediction

description: Integrated data corresponding to information about bus travel, timetables, weather and traffic data from city of Curitiba, Brazil. This data was downloaded manually from the API or by automatic scraping, using JavaScript. They were integrated by day and grouped by month considering the BULMA approach, using Java and Spark technologies.
description: The data from each source was previously pre-processed, removing inconsistencies and missing values. However, they need to be integrated into a single dataset to be used as input in prediction models .
DOI: 10.5281/zenodo.5482813
title: ADCP-130E-12N

description: IOCAS 130E12N ADCP
DOI: 10.5281/zenodo.7542591
title: Numerical modeling data

description: This dataset contains the numerical modelling results of Models 1-13 showed in the paper "Two Phases of Crustal Shortening in Northeastern Tibet as a Result of a Stronger Qaidam Lithosphere During the Cenozoic India–Asia Collision".
DOI: 10.5281/zenodo.57265
title: Bird migration case study dataset v1.1

description: Bird migration case study dataset, updated during the WG3 workshop ‘Visualisations: from show cases to production’ in 2015 by @peterdesmet. Changeset Add aggregation instructions for bird migration altitude profiles Add instructions to create basemap Add forward trajectory data Change license to CC0 Update README & documentation where necessary
description: {"references": ["Shamoun-Baranes et al. (2016) Innovative visualizations shed light on avian nocturnal migration. PLoS ONE 11(8): e0160106. doi: https://doi.org/10.1371/journal.pone.0160106"]}
DOI: 10.5281/zenodo.6327687
title: Data from: Influence of Check Dams on the Activity Pattern and Morphometric Traits of Overwintering Tadpoles in the Western Himalaya

description: Dataset for the paper: Influence of Check Dams on the Activity Pattern and Morphometric Traits of Overwintering Tadpoles in the Western Himalaya. See readme.txt for details.
DOI: 10.5281/zenodo.10026974
title: Dataset on Arctic organic aerosol types by Su et al.
DOI: 10.1594/pangaea.880993
title: Pollen-based precipitation reconstructions for the last 14.7 kyr in the East Asian summer monsoon margin

description: Pollen-based past climate reconstruction for regions with long-term human occupation is always controversial. We examined the bias induced by the human impact on vegetation in a climate reconstruction for temperate eastern China by comparing the deviations in the reconstructed results for a fossil record (Lake Gonghai, 38.54°N, 112.14°E) based on two pollen-climate calibration sets. Climatic signals in pollen assemblages are indeed obscured by human impact; however, the extent of the bias could be assessed. The reconstructed anunal precipitation values of the last 14.7 kyr in the East Asian summer monsoon margin are given in the data set.
description: Supplement to: Ding, Wei; Xu, Qinghai; Tarasov, Pavel E (2017): Examining bias in pollen-based quantitative climate reconstructions induced by human impact on vegetation in China. Climate of the Past, 13(9), 1285-1300
DOI: 10.5281/zenodo.572368
title: Fmph Parking Dataset V1

description: The first version of the FMPH Parking dataset, created at the Faculty of Mathematics, Physics and Informatics of Comenius University in Bratislava
DOI: 10.5281/zenodo.1492606
title: On the role of eye contact in gaze cueing

description: The data presented here are reported in Kompatsiari et al. 2018<br> Please refer to that paper for context and method.
DOI: 10.5281/zenodo.4081380
title: An Improved Global Catalog LU1319373 of Lunar Craters (≥1 km) with 3D Morphometric Information of Craters

description: A global crater catalog LU1319373 that includes approximately 1.32 million lunar craters with diameters ≥ 1 km. The crater catalog also include 3D morphometric data on the craters. This first version of the crater catalog LU1319373 includes the following information for each crater: Longitude and latitude coordinates of the center; Crater diameter; Crater depth (other morphometric data will be provided in future versions). Please cite the following reference for using the crater catalog LU1319373. Wang, Y., Wu, B., Xue, H., Li, X., & Ma, J. (2021). An improved global catalog of lunar impact craters (≥1 km) with 3D morphometric information and updates on global crater analysis. Journal of Geophysical Research: Planets, 126, e2020JE006728.
DOI: 10.5281/zenodo.4735210
title: Incidence of pathogenic fungi on rice pests - Paper datasets

description: These are the datasets of the paper "Incidence of pathogenic fungi on Pentatomidae pests of Argentinian paddies: a taxonomic and ecological approach" by the same authors.
DOI: 10.5281/zenodo.2528791
title: Hemi-phyt-plant_dataset

description: This is a database of Hemiptera-Phytoplasma-Plant (HPP) biological interactions worldwide. The database contains 1860 records of plant-phytoplasma pairwise associations, and 968 records of insect-phytoplasma pairwise associations. Priority is given to the first record of association between a 16Sr phytoplasma subgroup and a host (plant or insect vector) reported for each country.
DOI: 10.1594/pangaea.859525
title: Current measurements at ADCP station ADCP_20150828, part 1
DOI: 10.1594/pangaea.396665
title: Water temperature from ALACE float SUB96

description: Data have been checked by the WOCE Subsurface Float Data Assembly Center. See hdl:10013/epic.32931.d001 for further information.
DOI: 10.5281/zenodo.3484136
title: Gaze cueing by multiple people - averaged eye tracking data by participant

description: Data for article Gaze cueing by multiple people. Averaged eye tracking data by participant that was included. Task 1 - time to first fixation and total fixation duration for each Area of Interest Task 2 - time to first fixation for Area of Interest as determined by the task
DOI: 10.5281/zenodo.5775470
title: Numerical modeling data

description: This dataset contains the numerical modelling results of Models 1-13 showed in the paper "Two Phases of Crustal Shortening in Northeastern Tibet as a Result of a Stronger Qaidam Lithosphere During the Cenozoic India–Asia Collision".
DOI: 10.5281/zenodo.4013275
title: DATASET OF "Intrathecal morphine and sleep apnoea severity in patients undergoing hip arthroplasty: a randomised, controlled, triple- blinded trial"

description: <strong>Background: </strong>Intrathecal morphine prolongs analgesia after surgery, but has been implicated in postoperative respiratory depression or apnoeic episodes. However, this has not been investigated in a prospective trial using respiratory polygraphy. This randomized controlled triple-blinded trial tested the hypothesis that intrathecal morphine increases sleep apnoea severity, measured using respiratory polygraphy. <strong>Methods: </strong>Sixty patients undergoing hip arthroplasty under spinal anaesthesia received either 15 mg isobaric bupivacaine 0.5% with 0.5 mL normal saline 0.9% (control group) or 15 mg isobaric bupivacaine 0.5% with 0.5 mL intrathecal morphine 100 µg (intrathecal morphine group). Respiratory polygraphy was performed before surgery and on the first and third postoperative nights. The primary outcome was the apnoea-hypopnoea index in the supine position (supine AHI) on the first postoperative night. Secondary outcomes included supine AHI on the third postoperative night, oxygen desaturation index (ODI) and respiratory rate in the first and third postoperative nights. <strong>Results: </strong>On the first postoperative night, mean (95% confidence interval) values for supine AHI were 20.6 (13.9–27.3) and 21.2 (12.4–30.0) events/h in the control and intrathecal morphine groups, respectively (p=0.90). There were no significant between-group differences for any of the secondary outcomes, except for a significantly higher central and mixed apnoea index preoperatively and significantly lower mean SpO<sub>2</sub> on the third postoperative night in the control group. <strong>Conclusions: </strong>Intrathecal morphine did not increase sleep apnoea severity, when measured using respiratory polygraphy. Of note, all patients had an increased number of apnoeic episodes on the third postoperative night.
DOI: 10.5281/zenodo.4605503
title: An Improved Global Catalog LU1319373 of Lunar Craters (≥1 km) with 3D Morphometric Information of Craters

description: A global crater catalog that includes approximately 1.32 million lunar craters with diameters ≥ 1 km, and is enriched with 3D morphometric information on the craters. The original data for presenting the R-value maps of craters are also included.
DOI: 10.5281/zenodo.48785
title: 7 Years Of Fermi-Lat Gamma-Ray Data

description: This is binned data for all Source-class photons from the first 7 years of Fermi-LAT. It is a  special compact format used by the poiintlke application. It contains 447 M photons, in 14 M bins. Energy bins are 4/decade from 10 MeV to 1 TeV. Angular bins use HEALPix, with nside varying according to the PSF for the energy and event type (front or back).

For details see

https://github.com/tburnett/Fermi-LAT/blob/master/pointlike_document/Data%20Format.ipynb.
DOI: 10.5281/zenodo.3477632
title: Shenzhen address corpus (part)

description: Data for our paper <strong>Lin, Y., Kang, M., Wu, Y., Du, Q. and Liu, T. (2019) A deep learning architecture for semantic address matching, <em>International Journal of Geographical Information Science</em>, DOI: 10.1080/13658816.2019.1681431</strong> The first 498,294 records of the corpus derived from the Shenzhen Address Database, which are part of the training samples for word2vec to obtain the vector representations of address elements.
DOI: 10.5281/zenodo.4350027
title: Spatially explicit global gross domestic product (GDP) data set consistent with the Shared Socioeconomic Pathways

description: Please refer to Version 5 at https://zenodo.org/record/5880037#.Yyx4lsi5fRQ, or Version 6 at https://zenodo.org/record/7100721#.Yyx55ci5fRQ. Thank you!
DOI: 10.5281/zenodo.836749
title: Firesense Database Of Videos For Flame And Smoke Detection

description: The FIRESENSE database, developed within the FP7-ENV-244088<br>
''FIRESENSE - Fire Detection and Management through a Multi-Sensor Network for<br>
the Protection of Cultural Heritage Areas from the Risk of Fire and Extreme<br>
Weather" project contains videos for testing flame and smoke detection algorithms.

Specifically:

a) for flame detection 11 positive and 16 negative videos are provided, while

b) for smoke detection, 13 positive and 9 negative videos are provided.

Results using this database are presented in many papers, including:


	<strong>K. Dimitropoulos, P. Barmpoutis, N. Grammalidis, </strong>"<em>Spatio-Temporal Flame Modeling and Dynamic Texture Analysis for Automatic Video-Based Fire Detection</em>", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 25, No. 2, February 2015, pp. 339-351.
DOI: 10.5281/zenodo.5563001
title: Moon Crater Data

description: I create a data set inspired by the deep moon toolchain. image size is 256x256 pixel the image count is 300k. H5 File structure: /image &lt;- images (300k, 256, 256) /mask &lt;- the targets (300k, 256, 256) /names &lt;- name reference for additional parameter in the json file (300k)
DOI: 10.5281/zenodo.2537054
title: GATEMAN project, GNSS raw data in presence of spoofing

description: GNSS raw data generated during the in-lab validation activities of spoofing detection and localization performed in the frame of the <strong>GATEMAN</strong> project. These files are grouped for each type of validation scenario defined. A word file describing the test setup is included.
DOI: 10.5281/zenodo.6728382
title: Der Photovoltaik- und Windflächenrechner - Geodaten Potenzialflächen

description: Potenzialflächen für Onshore-Windenergie und PV-Freiflächenanlagen aus der Webapplikation "Photovoltaik- und Windflächenrechner", entwickelt vom Reiner Lemoine Institut für Agora Energiewende mit Unterstützung der Reiner Lemoine Stiftung.


Eligible areas for onshore wind turbines and ground-mounted PV from the web application "Photovoltaik- und Windflächenrechner". Developed by the Reiner Lemoine Institute for Agora Energiewende with support of the Reiner Lemoine Foundation.



	
App: https://www.agora-energiewende.de/service/pv-und-windflaechenrechner/
	
Documentation on methods and input data: https://doi.org/10.5281/zenodo.4731920
	
Further information and contact: https://reiner-lemoine-institut.de/pv-windflaechenrechner/



Documentation see file Der_PV_und_Windflächenrechner-Geodaten_Potenzialflächen_v1.0.pdf 


License


The geodata provided here are made available under the Open Data Commons Open Database License 1.0 (ODbL-1.0). You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!
DOI: 10.1594/pangaea.893880
title: Parasitological survey of 23 cichlid species for metazoan ecto- and endoparasites

description: For the parasitological survey, 23 cichlid species were screened for metazoan ecto- and endoparasites (Supplementary Table 1). Sampling was conducted at Toby's place on the Zambian shoreline of Lake Tanganyika. While most fish species were obtained in August 2012, S. diagramma and H. microlepis were captured in August 2011 and July 2013, respectively. One species, A. burtoni, was obtained in July 2013 at Kapata, which is about 20 km southward. About 7 to 18 individuals per species (usually ten) were caught by chasing fish into standing nets (Supplementary Table 1). After capture the fish were kept in tanks of 0.8 m x 0.8 m x 1.2 m depth or 0.8 m x 0.8 m x 2 m depth. Before usage, tanks were cleaned, dried and filled with lake water.All fish were dissected in the field within four days post-capture. The day of dissection (0, 1, 2 or 3 days after capture) was recorded in order to keep track of changes in parasitological parameters while the fish were kept in the tanks. Individual fish were killed with an overdose of MS222. The parasitological survey consisted of three parts. First, the outer surface and the mouth cavity of the fish were inspected for ectoparasitic monogeneans and crustaceans (copepods, branchiurans, isopods), bivalves, and any kind of helminthic cysts. Second, the four gill-branches on the left were dissected and stored on 100% analytical ethanol (EtOH), and later in the lab screened for ectoparasitic monogeneans, crustaceans (copepods and branchiurans), bivalves, and any kind of helminthic cysts. Third, fish were screened for intestinal monogeneans, digeneans, acanthocephalans, nematodes, and any kind of helminthic cysts. To do so, stomach, intestines, gall and urinary bladder were dissected and inspected in a petridish with lake water. Finally, the sex of the fish was determined by visual inspection of the genital papilla and gonad development.The parasitological survey was performed with a stereomicroscope and by multiple observers. Observers were recorded in order to keep track of observer bias. A single observer screened the outer surface and the mouth cavity of the fish. The number of observers varied between years for gills and intestines (gills: two observers in each year; intestines: three, four and one observer(s) in 2011, 2012 and 2013, respectively). All parasites were counted and identified to genus or class level and preserved as follows. Monogeneans were isolated using dissection needles and were either mounted on slides in ammonium picrate glycerine for further morphological characterization, or stored on 100 % EtOH. Acanthocephalans and nematodes were stored on 80 % EtOH, while intestinal monogeneans, branchiurans, copepods, any kind of helminthic cysts, bivalves and unknown groups were stored on 100 % EtOH.
DOI: 10.5281/zenodo.3714184
title: Randomised Trial of Block and Replace versus dose titration antithyroid drug treatment in children and adolescents with thyrotoxicosis.

description: <strong>This dataset contains the study regimens for the randomised controlled trial. </strong> <strong>Context</strong> First line treatment of thyrotoxicosis in young people is thionamide antithyroid drug (ATD) in a blocking dose with levothyroxine replacement (block and replace, BR) or in a smaller dose tailored to render the patient euthyroid (dose titration, DT). <strong>Objective</strong> To determine which regimen provides more stable biochemical control. <strong>Design and setting</strong> A multi-centre phase III, open-label randomised trial comparing BR with DT in patients aged 2 to 16 years with newly diagnosed thyrotoxicosis at 15 UK centres. Patients were randomised shortly after diagnosis and treated for 3 years. The primary outcome was the percentage of serum thyroid stimulating hormone (TSH) levels in the reference range between 6 months and 3 years. Secondary outcomes included the proportion of Free thyroxine (FT4) levels in the reference range, adverse event frequency and 4y outcome (remission/relapse). <strong>Results</strong> Eighty-two patients were randomised, with details on clinical course in 81 (62 Female); 40 were allocated to BR (41 DT). Three withdrew with one ineligible. The mean percentage of serum TSH within reference range was 60·2% in BR and 63·8% in DT patients; adjusted difference 4·3%, 95% CI (-7·8 to 16·4);p=0.48. Proportions for FT4 were 79·2% in BR and 85·7% in DT patients; adjusted difference 6·8%, (-0·2 to 15·6);p=0·13. Three patients developed neutropenia – all on BR. 6 BR and 10 DT patients were in remission at 4y. <strong>Conclusion</strong> This trial has shown no evidence to suggest that BR improves biochemical stability. DT, recommended by American Thyroid Association guidelines, remains the preferred approach in this age group.
DOI: 10.5281/zenodo.1009488
title: Blind Sparse Deconvolution For Spike Inference From Fluorescence: Larval Zebrafish Fluorescence Recordings

description: This repository contains the two fluorescence imaging datasets used in the publication "Blind Sparse Deconvolution for Spike Inference from Fluorescence Recordings". Each dataset is a T X N DF/F matrix, where T is the number of fluorescence measurement and N is the number of neurons. They were obtained from light-sheet fluorescence microscopy. Both recordings correspond to spontaneous activity.

The first file "DFF_20Hz_GCaMP3.mat" was obtained by a 2D recording acquired at 20 frame/second for 20 minutes of a 5dpf-old zebrafish larva expressing the genetically encoded indicator GCaMP3 (elavl3:GCaMP3). The images were parsed into 8082 neural traces.

The second file  "DFF_1Hz_GCaMP5.mat" was obtained by a 3D, whole-brain recording  acquired at 20 frame/second and 20 stacks, (1 measurement/voxel/s) of a 5dpf-old zebrafish larva expressing the genetically encoded indicator GCaMP5. After segmentation, 255463 fluorescence traces encompassing the brain volume are computed independently.
DOI: 10.5281/zenodo.4047114
title: SeqSleepNet Matlab data

description: This is Matlab data of the SeqSleepNet paper: <strong>H. Phan</strong>, F. Andreotti, N. Cooray, O. Y. Chén, and M. De Vos. <strong><em>SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging</em></strong>. <em>IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)</em>: 27(3), pp. 400-410, 2019