cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.s9sfj7
title: Occurrence Download

description: A dataset containing 2344121 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-89.08005 15.02865,-89.11364 14.89427,-88.81128 14.26714,-86.8851 13.69601,-83.34632 15.09585,-84.79095 16.10373,-87.89299 16.05893,-89.08005 15.02865))"
 ]
}

 The dataset includes 2344121 records from 464 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123763-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frmkra
title: Occurrence Download

description: A dataset containing 14274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemidactylus mabouia (Moreau De Jonnès, 1818)"
 ]
}

 The dataset includes 14274 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028267-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsutds
title: Occurrence Download

description: A dataset containing 31748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (North America, South America)",
 "TaxonKey is Loranthaceae"
 ]
}

 The dataset includes 31748 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001043-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnzuvc
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "TaxonKey is Oxalis debilis Kunth"
 ]
}

 The dataset includes 783 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123792-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z53yrq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Boerhavia diffusa L.",
 "Country is New Caledonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007885-220831081235567/datasets/export for details.
DOI: 10.15468/dl.5z4z8b
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium niloticum Sieber ex Steud."
 ]
}

 The dataset includes 248 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040877-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqkvky
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania pumilio (R.Br.) Mosyakin & Clemants",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 123 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191474-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhnyjw
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Celtis choseniana Nakai"
 ]
}

 The dataset includes 385 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025424-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jy6yc4
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FBIP: Actinobacterial diversity associated with rooibos plants"
 ]
}

 The dataset includes 139 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101578-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eftef9
title: Occurrence Download

description: A dataset containing 1300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (North America, South America)",
 "TaxonKey is Santalaceae"
 ]
}

 The dataset includes 1300 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001044-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6z32gc
title: Occurrence Download

description: A dataset containing 12968528 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colaptes auratus (Linnaeus, 1758)"
 ]
}

 The dataset includes 12968528 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050164-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqexhv
title: Occurrence Download

description: A dataset containing 4490 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Hypophthalmichthys molitrix (Valenciennes, 1844)"
 ]
}

 The dataset includes 4490 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007577-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbtzt3
title: Occurrence Download

description: A dataset containing 125159 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((5.598907470703125 43.481822852999905,5.511016845703125 43.509717009288075,5.400552749633789 43.51127322324609,5.412139892578125 43.54257572246922,5.4547119140625 43.563476493226595,5.480804443359375 43.61122246320032,5.483551025390625 43.6499881760459,5.503549575805664 43.66644361490711,5.598907470703125 43.66985832954972,5.69091796875 43.70362249839005,5.763702392578124 43.661911057260674,5.79254150390625 43.625141236940564,5.804901123046875 43.601278509333646,5.799407958984375 43.5734266934657,5.76507568359375 43.52565074189047,5.71563720703125 43.52166770320007,5.598907470703125 43.481822852999905)))"
 ]
}

 The dataset includes 125159 records from 387 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008846-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2f762d
title: Occurrence Download

description: A dataset containing 1018 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cordia lutea Lam."
 ]
}

 The dataset includes 1018 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194401-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6wknt
title: Occurrence Download

description: A dataset containing 11548 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stellaria longipes Goldie"
 ]
}

 The dataset includes 11548 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218052-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnkkxk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Lampetra fluviatilis (Linnaeus, 1758)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220727-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9scxyr
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Elasmobranchii"
 ]
}

 The dataset includes 26 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194421-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u53tqq
title: Occurrence Download

description: A dataset containing 66965 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stellaria nemorum L."
 ]
}

 The dataset includes 66965 records from 396 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218073-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pr3cg
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Euryopis scriptipes Banks, 1908"
 ]
}

 The dataset includes 161 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011333-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkcsw8
title: Occurrence Download

description: A dataset containing 1478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "TaxonKey is Psittacidae"
 ]
}

 The dataset includes 1478 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194427-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7f6fyk
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pseudoacanthostomum panamense Caballero y C., Bravo-Hollis & Grocott, 1953"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218053-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dg9uen
title: Occurrence Download

description: A dataset containing 8417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fundulus heteroclitus (Linnaeus, 1766)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 8417 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012885-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8rv2u
title: Occurrence Download

description: A dataset containing 15347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Alligator mississippiensis (Daudin, 1801)"
 ]
}

 The dataset includes 15347 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237265-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nm4ye4
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.31435 15.09923,-90.69057 15.09923,-90.69057 19.35094,-101.31435 19.35094,-101.31435 15.09923))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx rufus (Schreber, 1777)"
 ]
}

 The dataset includes 206 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289355-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdkfft
title: Occurrence Download

description: A dataset containing 1700 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 {
 "or" : [
 "Country is Mexico",
 "Country is Brazil",
 "Country is Indonesia",
 "Country is Viet Nam",
 "Country is Papua New Guinea",
 "Country is Honduras",
 "Country is Costa Rica"
 ]
 },
 {
 "or" : [
 "TaxonKey is Rhizopora Koninck, 1872",
 "TaxonKey is Avicenia Leleshus, 1974",
 "TaxonKey is Sonneratiaceae",
 "TaxonKey is Ceriops Arn.",
 "TaxonKey is Laguncularia C.F.Gaertn.",
 "TaxonKey is Kandelia (DC.) Wight & Arn.",
 "TaxonKey is Lumnitzera Willd."
 ]
 }
 ]
}

 The dataset includes 1700 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239556-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehnndp
title: Occurrence Download

description: A dataset containing 646 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panax bipinnatifidus Seem."
 ]
}

 The dataset includes 646 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234209-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.annu45
title: Occurrence Download

description: A dataset containing 10128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stellaria neglecta (Lej.) Weihe"
 ]
}

 The dataset includes 10128 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218070-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.4522133
title: Artificial signal data for signal alignment testing.

description: This is a set of signals-pairs, univariate and multivariate, that can be used to test alignment algorithms.
DOI: 10.5281/zenodo.10060550
title: TroDSIF: an improved spatially downscaled solar-induced chlorophyll fluorescence product of TROPOMI dataset

description: TroDSIF is an improved spatially downscaled solar-induced chlorophyll fluorescence product of TROPOMI dataset at far-red band (wavelength at 740 nm), with a spatial resolution of 500 m and a temporal resolution of 16 days under clear-sky condition.The original TROPOMI SIF was retrieved by Guanter et al., which was available at https://doi.org/10.5270/esa-s5p_innovation-sif-20180501_20210320-v2.1-202104.
DOI: 10.57760/sciencedb.o00126.00003
title: Wudao Multi-language
title: 悟道多语言数据集

description: Wudao Multi-language is a large-scale multilingual dataset constructed by Beijing Academy of Artificial Intelligence(BAAI). The total data volume of the dataset reached 1.21TB, covering 53 official languages of 65 countries in 9 major language families.In the process of dataset construction, we first download the Commom Crawl web page data and extract the text from them. Subsequently, we identify the language type of the extracted text, and conduct targeted web data collection to add a supplement for those rare languages. Finally, we perform cleaning and deduplication based on strict rules, removing various noises in the text that affect the pretraining and filtering out the privacy information. Our dataset can be applied to a wide range of pretraining tasks, which is of great value to the research of large multi-language models.Please obey the following agreement if you use our dataset.https://data.baai.ac.cn/resources/agreement/BAAIDataAgreement.pdf
description: Wudao Multi-language is a large-scale multilingual dataset constructed by Beijing Academy of Artificial Intelligence(BAAI). The total data volume of the dataset reached 1.21TB, covering 53 official languages of 65 countries in 9 major language families.In the process of dataset construction, we first download the Commom Crawl web page data and extract the text from them. Subsequently, we identify the language type of the extracted text, and conduct targeted web data collection to add a supplement for those rare languages. Finally, we perform cleaning and deduplication based on strict rules, removing various noises in the text that affect the pretraining and filtering out the privacy information. Our dataset can be applied to a wide range of pretraining tasks, which is of great value to the research of large multi-language models.Please obey the following agreement if you use our dataset.https://data.baai.ac.cn/resources/agreement/BAAIDataAgreement.pdf
DOI: 10.5281/zenodo.4498086
title: Amazon and Atlantic Forest image datasets for semantic segmentation

description: This database contains images from<strong> Amazon </strong>and <strong>Atlantic Forest </strong>brazilian biomes used for training a fully convolutional neural network for the semantic segmentation of forested areas in images from the Sentinel-2 Level 2A Satellite. The images refer to the composition of bands 4, 3, 2 and 8. Each band was converted to a byte type (0-255). The images are still divided into three main sets: training, validation and testing: <strong>Training dataset: </strong>it contains 499 and 485 GeoTIFF images (Amazon and Atlantic Forest, respectively) with 512x512 pixels and associated PNG masks (forest indicated in white and background in black color). <strong>Validation dataset</strong>: it contains 100 GeoTIFF images for each biome with 512x512 pixels and associated PNG masks used for validation step. <strong>Test dataset: </strong>it contains 20 GeoTIFF images for each biome with 512x512 pixels for testing.
DOI: 10.5281/zenodo.3734077
title: Three‐dimensional reconstruction of porous polymer films from FIB‐SEM nanotomography data using random forests

description: Dataset and code used in M. Röding, et al, "Three-dimensional reconstruction of porous polymer films from FIB-SEM nanotomography data using random forests", published in Journal of Microscopy, 2020. In this work, we develop a segmentation method for focused ion beam scanning electron microscopy (FIB-SEM) data acquired by volumetric imaging of porous polymer films made from ethyl cellulose and hydroxypropyl cellulose (EC/HPC) polymer blends. This type of polymer films are used for controlled release applications. Based on manual segmentation of a fraction of the data, a random forest classifier is trained and applied to the full data set. Here, raw data, manual segmentations, and the Matlab code used for all steps in the analysis are supplied.
DOI: 10.5281/zenodo.4637567
title: Tower-based remote sensing data for mixed-species boreal forest spring transition 2019 and 2020

description: Data includes remote sensing products from PhotoSpec for the 2019 and 2020 spring transition seasons as described in: Pierrat, Z., Nehemy, M. F., Roy, A., Magney, T., Parazoo, C., Laroque, C., Pappas, C., Sonnentag, O., Bowling, D. R., Seibt, U., Ramirez, A., Helgason, W., Barr, A., & Stutz, J. (2021). Tower-based remote sensing reveals mechanisms behind a two-phased spring transition in a mixed-species boreal forest. Journal of Geophysical Research: Biogeosciences. We provide daily averaged solar-induced chlorophyll fluorescence (SIF) in the red (680-686 nm) and far-red (745-758 nm) wavelength ranges, relative SIF (SIF/Intensity), chlorophyll-carotenoid index (CCI), photochemical reflectance index (PRI), near-infrared vegetation index (NIRv), normalized difference vegetation index (NDVI) for both black spruce (Picea mariana) and larch (Larix laricina) targets. We also provide the standard deviation of the diurnal variability of all measured products. Data were collected for the spring transition in both 2019 and 2020 using PhotoSpec. Additional measurement details can be found in the aforementioned citation.
description: {"references": ["Pierrat, Z., Nehemy, M. F., Roy, A., Magney, T., Parazoo, C., Laroque, C., Pappas, C., Sonnentag, O., Bowling, D. R., Seibt, U., Ramirez, A., Helgason, W., Barr, A., & Stutz, J. (2021). Tower-based remote sensing reveals mechanisms behind a two-phased spring transition in a mixed-species boreal forest. Journal of Geophysical Research: Biogeosciences."]}
DOI: 10.5281/zenodo.4670277
title: Raw data for "Decoding the brain state-dependent relationship between pupil dynamics and resting state fMRI signal fluctuation"

description: We provide data used in the work titled "Decoding the brain state-dependent relationship between pupil dynamics and resting state fMRI signal fluctuation". Data from 10 anesthetized rats yielding 74 simultaneous resting state fMRI (rs-fMRI) and pupillometry recordings are uploaded. For each recording trial a rs-fMRI scan (EPI; 925 s; 1 s TR), a structural image (T2 RARE) and a pupil diameter time course (1 s sampling rate; aligned to the rs-fMRI scan) are given. All anatomical images are located in the compressed file 'anatomical_images_74_trials.zip'. Pupil diameter time courses can be accessed either in the Matlab format file 'pupil_diameter_74_trials.mat' or in the Python-Numpy format file 'pupil_diameter_74_trials.npy'. Each rs-fMRI scan is accessible as a separate 'rs-fmri-#.nii' file.
DOI: 10.5281/zenodo.13230
title: Multiple Sclerosis: Cerebral Circulation Time Is Prolonged And Not Correlated With Expanded Disability Status Scale (Edss). A Study Using Digital Subtracted Angiography

description: Dataset used to study the relationship between cerebral circulation time (CCT) and some clinical evidences, e.g. expand disability status scale (EDSS), disease duration, age at onset,... CCT was measured through the digital subtraction angiography (DSA) technique. 

Statistical Parametric Mapping software (SPM, Wellcome Department of Cognitive Neurology, Institute of Neurology, University College London; http://www.fil.ion.ucl.ac.uk/spm/) and ad-hoc scripts developed in the MATLAB scientific computing environment (http://www.mathworks.com, MathWorks, MA, USA) were applied to valuate the lesion volume and brain volume in MS patients.
description: The data included in the xlsx format are organized in two sheets: the first sheet contains CCT values by group (MS patients and Controls) and clinical data from the MS patients (EDSS, age at onset, therapy,...). The second sheet reports the values of lesion volume and brain volumes measured in a subset of MS patients.
DOI: 10.5281/zenodo.162228
title: Multi-parmetric MRI prostate images

description: Data used for the pipeline developed in https://github.com/I2Cvb/mp-mri-prostate