cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.b8t9fy
title: Occurrence Download

description: A dataset listing the 7248 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen"
 ]
 },
 "Geometry POLYGON ((-100.3047968145319 19.049451974857107, -100.29456133912443 19.023824928805865, -100.27380582327456 19.01580743266307, -100.23932844345859 18.963502992539038, -100.2205266731656 18.95912823216918, -100.19125956995073 18.928302575639595, -100.18900481295138 18.91475594799978, -100.21388367835036 18.879218550812322, -100.21943792184985 18.85851910017821, -100.18240332690229 18.85857371282179, -100.16532969694238 18.886926173154453, -100.14022629725544 18.89275619628232, -100.13000344210232 18.889414436554663, -100.1201848789428 18.866920646009792, -100.09969435537326 18.87409365510584, -100.09840131704695 18.858670445445163, -99.54460890961762 18.85836533917669, -99.54460890961761 19.106635419846757, -99.5493100356039 19.105382963315048, -99.59581133234781 19.116481601661732, -99.65699106325997 19.17748619255864, -99.68925408348882 19.19974647973492, -99.7746793777161 19.217613939449976, -99.79411442983356 19.229584013469033, -99.82074049773074 19.260396221815466, -99.860733449777 19.337817532679455, -99.92238036559057 19.36086382420901, -99.92324272298066 19.397182680525244, -99.92945909477875 19.412391191552878, -99.95779644160677 19.426710340048984, -99.96564319590836 19.44522909228657, -99.91278189368482 19.46051392331335, -99.87308528254637 19.486084468254074, -99.86329816449793 19.54809965636347, -99.8756565182087 19.57664091877072, -100.3047968145319 19.576249529078158, -100.3047968145319 19.049451974857107))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 7248 records were derived from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120501-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp6uuz
title: Occurrence Download

description: A dataset containing 207701 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 "TaxonKey is Buteo lagopus (Pontoppidan, 1763)"
 ]
}

 The dataset includes 207701 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001444-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yr76er
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bidens pilosa L."
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263829-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22823462
title: Zymoseptoria_tritici

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22823462.v2
title: Zymoseptoria_tritici

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22823462.v1
title: Zymoseptoria_tritici

description: Gene, transcript and intron level classifications, by species
DOI: 10.15468/dl.dmxmas
title: Occurrence Download

description: A dataset containing 1390 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocus sativus L."
 ]
}

 The dataset includes 1390 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060048-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/724d8188-2434-49a5-bdb3-2391667290bd.v1
title: Data and code underlying the publication: Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations

description: ### Research Objective<br>The main objective of the research is to improve the generalizability of causal physics-informed neural networks (PINNs) for simulating the dynamics of beams on elastic foundations. This is achieved by integrating transfer learning into the PINN framework to address the limitations of conventional PINNs, particularly in simulation for large space-time domains and varying initial conditions.<br>### Type of Research<br>The research is an applied study focused on the development and validation of advanced computational methods in structural engineering. It combines elements of theoretical development (modification of the PINN loss function) and empirical validation (numerical experiments on Euler-Bernoulli and Timoshenko beams).<br>### Method of Data CollectionFor validating the proposed methodology closed analytical form is utilized. This closed form solution is exciplicitly mentioned as exact solution function. These analytical solution is utilize for simulating the dynamics of beams on elastic foundations using both the traditional PINNs and the proposed transfer learning-based causal PINN framework.<br>### Type of Data<br>The type of data used in this research includes:   1. Training Data for Sequential experiments: Solutions (Data) to partial differential equations (PDEs) modeling the dynamics of Euler-Bernoulli and Timoshenko beams are simulated using physics informed neural networks.<br>### File type/extension included in the folder<br>All codes are implemented using python jupyter notebook(.ipynb), Trained model files (.pkl, .pth), Log files (.log) showing the results at every iteration, and (.sh) files to execute on the cluster, .pdf and .png are figures which are used in the main paper.<br>For Causal PINN experiments well-posed physical equations of Euler-Bernoulli and Timoshenko is utilized.<br>
DOI: 10.15468/dl.nvzyek
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.37258 43.95942,47.62742 43.95942,47.62742 62.04058,2.37258 62.04058,2.37258 43.95942))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pulsatilla nigricans Störck"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087471-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyfmv3
title: Occurrence Download

description: A dataset containing 52224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ZAF.2_1",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 52224 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120508-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed84tw
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "IucnRedListCategory is EX",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 64 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088353-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35ri22
title: Occurrence Download

description: A dataset containing 1060 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atheta castanoptera (Mannerheim, 1830)"
 ]
}

 The dataset includes 1060 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042711-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnsyj3
title: Occurrence Download

description: A dataset containing 11073 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrotaea Robineau-Desvoidy, 1830"
 ]
}

 The dataset includes 11073 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042732-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s229nt
title: Occurrence Download

description: A dataset containing 12000 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Azadirachta indica A.Juss."
 ]
}

 The dataset includes 12000 records from 309 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120506-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84qpxk
title: Occurrence Download

description: A dataset containing 585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.81728 16.48701,155.81728 16.48701,155.81728 81.51299,-6.81728 81.51299,-6.81728 16.48701))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pulsatilla turczaninovii Krylov & Serg."
 ]
}

 The dataset includes 585 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087476-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25573/data.10059467.v41
title: Monthly summary_Agua Salud, Celestino Tower

description: Monthly and daily summaries from the Agua Salud Celestino Tower. <br>Location 9.21142N, 79.72656W<br>Parameters: air temperature, relative humidity, wind speed and 
direction, precipitation, solar radiation 
(pyranometer, photosynthetically active radiation), soil moisture, net radiation, air pressure, evapotranspiration<br><br>Established
 in 2015 and is located at the eastern edge of the Soberania Nation 
Park, in an area of pastures and forest patches. The tower is 40ft 
(12.2m) tall
DOI: 10.15468/dl.bbkw72
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "IucnRedListCategory is EX",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 18 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088355-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qp3eeg
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((33.55225 12.39258,33.68408 6.9873,35.79346 4.57031,41.24268 3.47168,44.2749 6.85547,41.72607 13.13965,39.30908 15.29297,37.33154 14.94141,33.55225 12.39258))",
 "TaxonKey is Cassia L."
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120509-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7w7z4w
title: Occurrence Download

description: A dataset containing 326 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Aonyx capensis (Schinz, 1821)"
 ]
}

 The dataset includes 326 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152437-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euyhk2
title: Occurrence Download

description: A dataset listing the 52 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Venezuela (Bolivarian Republic of)",
 "TaxonKey is Dendrophthora Eichler"
 ]
}

 The dataset's 52 records were derived from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152473-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2udww
title: Occurrence Download

description: A dataset containing 305215 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muscidae"
 ]
}

 The dataset includes 305215 records from 579 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042729-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.450iltep
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (836 records)
DOI: 10.34740/kaggle/dsv/14388755
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.wg8key
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycium ruthenicum"
 ]
}

 The dataset includes 327 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072622-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18144463
title: Replication material for paper "Clayton, Böhmelt (2018): Auxiliary Force Structure: Paramilitary Forces and Pro-Government Militias. Comparative Political Studies. DOI: 10.1177/0010414017699204"

description: Replication material for paper "Clayton, Böhmelt (2018): Auxiliary Force Structure: Paramilitary Forces and Pro-Government Militias. Comparative Political Studies. DOI: 10.1177/0010414017699204"
DOI: 10.5281/zenodo.18144464
title: Replication material for paper "Clayton, Böhmelt (2018): Auxiliary Force Structure: Paramilitary Forces and Pro-Government Militias. Comparative Political Studies. DOI: 10.1177/0010414017699204"

description: Replication material for paper "Clayton, Böhmelt (2018): Auxiliary Force Structure: Paramilitary Forces and Pro-Government Militias. Comparative Political Studies. DOI: 10.1177/0010414017699204"
DOI: 10.15468/dl.vzyukn
title: Occurrence Download

description: A dataset containing 841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Xeno-canto - Bird sounds from around the world, iNaturalist Research-grade Observations, The MOBIOS+: A FAIR (Findable, Accessible, Interoperable, and Reusable) Database for Mindanao's Terrestrial Biodiversity, Observation.org, Nature data from around the World, Macaulay Library Audio and Video Collection, KUBI Ornithology Collection)",
 "TaxonKey is Ducula poliocephala",
 "Year 2000-2026"
 ]
}

 The dataset includes 841 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072623-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17908892
title: Accelerated Topological Pumping in Photonic Waveguides Based on Global Adiabatic Criteria

description: This file contains the raw data for all the visualizations in the manuscript "Accelerated Topological Pumping in Photonic Waveguides Based on Global Adiabatic Criteria".
DOI: 10.5281/zenodo.17908893
title: Accelerated Topological Pumping in Photonic Waveguides Based on Global Adiabatic Criteria

description: This file contains the raw data for all the visualizations in the manuscript "Accelerated Topological Pumping in Photonic Waveguides Based on Global Adiabatic Criteria".
DOI: 10.15468/dl.9fsnat
title: Occurrence Download

description: A dataset containing 4282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Fossil, Specimen, Material sample, Human Observation, Machine Observation, Observation)",
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (NT, LC, CR, EN, VU)",
 "OccurrenceStatus is Present",
 "TaxonKey is Arthropoda",
 "Year 1991-2020"
 ]
}

 The dataset includes 4282 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072624-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mcpct
title: Occurrence Download

description: A dataset containing 11090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, The MOBIOS+: A FAIR (Findable, Accessible, Interoperable, and Reusable) Database for Mindanao's Terrestrial Biodiversity, Birda - Global Observation Dataset, Observation.org, Nature data from around the World, International Barcode of Life project (iBOL), INSDC Sequences, Xeno-canto - Bird sounds from around the world)",
 "TaxonKey is Haliastur indus",
 "Year 2000-2026"
 ]
}

 The dataset includes 11090 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072625-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/9189222
title: 🇯🇵 Reddit r/Japan Subreddit Dataset 2026
DOI: 10.5281/zenodo.18125284
title: KineticGraph-DB
DOI: 10.5281/zenodo.18125285
title: KineticGraph-DB
DOI: 10.15468/dl.egnvdr
title: Occurrence Download

description: A dataset containing 736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Austria, Croatia, Hungary, Serbia, Slovenia)",
 "OccurrenceStatus is Present",
 "TaxonKey is Physella acuta"
 ]
}

 The dataset includes 736 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072627-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uehn9k
title: Occurrence Download

description: A dataset containing 1493 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Observation.org, Nature data from around the World, Xeno-canto - Bird sounds from around the world, Macaulay Library Audio and Video Collection, iNaturalist Research-grade Observations, Birda - Global Observation Dataset)",
 "TaxonKey is Otus megalotis",
 "Year 2000-2026"
 ]
}

 The dataset includes 1493 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072628-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18144506
title: Replication material for paper "Pamp, Rudolph, Thurner, Mehltretter, Primus (2018): The build-up of coercive capacities. Journal of Peace Research. DOI: 10.1177/0022343317740417"

description: Replication material for paper "Pamp, Rudolph, Thurner, Mehltretter, Primus (2018): The build-up of coercive capacities. Journal of Peace Research. DOI: 10.1177/0022343317740417"
DOI: 10.5281/zenodo.18144505
title: Replication material for paper "Pamp, Rudolph, Thurner, Mehltretter, Primus (2018): The build-up of coercive capacities. Journal of Peace Research. DOI: 10.1177/0022343317740417"

description: Replication material for paper "Pamp, Rudolph, Thurner, Mehltretter, Primus (2018): The build-up of coercive capacities. Journal of Peace Research. DOI: 10.1177/0022343317740417"
DOI: 10.15468/dl.hxapfc
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trachydium simplicifolium"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072629-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zb974t
title: Occurrence Download

description: A dataset containing 136107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "OccurrenceStatus is Present",
 "TaxonKey is Passer"
 ]
}

 The dataset includes 136107 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072602-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hraqm3
title: Occurrence Download

description: A dataset containing 212210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scopus umbretta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 212210 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072616-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azkcmh
title: Occurrence Download

description: A dataset containing 4282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Fossil, Specimen, Material sample, Human Observation, Machine Observation, Observation)",
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (NT, LC, CR, EN, VU)",
 "OccurrenceStatus is Present",
 "TaxonKey is Arthropoda",
 "Year 1991-2020"
 ]
}

 The dataset includes 4282 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072630-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30995104
title: Laser Interference-Based Multi-Material Speckle-Clean Paired Dataset

description: This dataset comprises paired speckle images and corresponding clean reference images, where the speckle images are generated by laser interference during the optical imaging of various materials. It includes a large number of test image pairs covering five material types: plastic, paper, metal, leaves, and biological tissue.
DOI: 10.6084/m9.figshare.30995104.v2
title: Laser Interference-Based Multi-Material Speckle-Clean Paired Dataset

description: This dataset comprises paired speckle images and corresponding clean reference images, where the speckle images are generated by laser interference during the optical imaging of various materials. It includes a large number of test image pairs covering five material types: plastic, paper, metal, leaves, and biological tissue.
DOI: 10.6084/m9.figshare.30995104.v1
title: Plastic-Lego test

description: 塑料测试数据集主要用于论文展示，包含乐高娃娃面部图像。