cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30131893.v1
title: InShaPe dataset: Large-scale multi-shape phase retrieval dataset for PBF-LB/M laser beam shaping SLM phase mask estimation.

description: This simulated InShaPe dataset containing six beam shapes is used for training and testing on the complex forward path application, PBF-LB/M beam shaping system, in our paper "Efficient Gerchberg-Saxton algorithm deep unrolling for phase retrieval with complex forward path". In this dataset, there are 6 sub-datasets stored in 6 zip folders named by "dense+[beamshape name]+30k_pre.zip". For each beam shape, the trainging set has 10000 pairs of aberrated PBF-LB/M beam shape samples. Each paired sample contains one intensity profile of the aberrated beam shape in an imaging plane 5 times Rayleigh length before the back focal plane and one corresponding aberrated SLM phase mask that generated the aberrated beam shape. The aberrations in the paired samples are modelled with linear combination of Zernike polynomials amplified by randomly sampled Zernike coefficients.In order for the convenience of distributing the dataset, this repository does not contain the simulated paired samples. Instead, we give the original Zernike coefficients stored in Numpy array .npy files and the corresponding simulation script so that the users can run the simulation to reproduce the entire dataset. The Zernike coefficients .npy files generating the training set and test set reside in the subfolders "Output_Data" and "Val_Data", respectively, in each beam shape's zip folder. The simulation scripts generating the training set and test set reside in the root directory of each beam shape's zip folder named "data_processing_train.py" and "data_processing_test.py", respectively. Run the simulation scripts then the paired samples for training and testing will be generated in the subfolders "training_set" and "test_sample" in the zip folder of each beam shape. The generated intensity profiles and phase masks are also in numpy .npy files.
DOI: 10.17909/7we6-0487
title: Data from "JWST COMPASS: NIRSpec/G395H Observations of the Sub-Neptune HD 15337 c"

description: NIRSpec/G395H observations of HD 15337 c taken as part of GO 2512
DOI: 10.21227/qrta-ms18
title: "A dataset of peak plantar pressure values and locations, anthropometric measurements, and predicted kinetics of 21 individuals"

description: "The dataset contains 21 subjects across three different weight categories, dataset includes the gender, age, height, weight, BMI, the top three peak plantar pressure values (normalized to BW) and locations of both left and right based on a ten-part foot division included in the file, predicted kinetics (joint reaction forces and moments of the hip, knee, and ankle) using Anybody musculoskeletal modelling tool via two different scaling approaches (CPB which builds the model using the height and weight of each subject, and BSB which builds the model based on 15 anthropometric measurements), linear and circumferential anthropometric measurements of each subject."
DOI: 10.5065/d63j3bq2
title: Aircraft Tower Fly-by Data. Version 1.0

description: This dataset includes microfilm of aircraft tower fly-by data during Phases I and III. Title, vessel(s), and phase are noted in the "Description" section on the order page. Data were collected during the Global Atmospheric Research Program's (GARP) Atlantic Tropical Experiment (GATE).
DOI: 10.13140/rg.2.2.21667.11048
title: Enabling a Federated Single Source of Truth for Master Data to Improve Operational Efficiency and Decision-Making
DOI: 10.5065/d6zs2v87
title: Flight Logs. Version 1.0

description: This dataset includes microfilm of flight logs for KC-135, UK-C130, and Sabreliner for Phases I and II of the Global Atmospheric Research Program's (GARP) Atlantic Tropical Experiment (GATE). Vessel, phase, and group # are specified in the "Description" section on the order page.
DOI: 10.13140/rg.2.2.10080.34569
title: Assessing Agricultural Intensification Around Protected Areas in Northeast India using Remote Sensing
DOI: 10.5065/d6v123j6
title: Synchronous Meteorological Satellite. Version 1.0

description: This dataset includes microfilm and 16 mm film of satellite footage for Inter Phases as well as Phases I, II, and III. Phase is noted in the "Description" section on the order page. Data were collected during the Global Atmospheric Research Program's (GARP) Atlantic Tropical Experiment (GATE).
DOI: 10.5065/d6q81btg
title: Housekeeping Data Dump. Version 1.0

description: This dataset includes microfilm of the regular data dumps during Phase I, as well as the Pre and Inter Phases, of the Global Atmospheric Research Program's (GARP) Atlantic Tropical Experiment (GATE). Phase is specified in the "Description" section on the order page.
DOI: 10.13140/rg.2.2.14274.64963
title: Bioenergy Potential of Albania until 2050
DOI: 10.13140/rg.2.2.20985.53608
title: 20250908 102327AMByGPSMapCamera
DOI: 10.5065/d6kh0m2q
title: Miscellaneous Surface Data. Version 1.0

description: This dataset includes miscellaneous surface data, including boom data winds, during Phases I, II, and III of the Global Atmospheric Research Program's (GARP) Atlantic Tropical Experiment (GATE). Title, vessel(s), and phase(s) are specified in the "Description" section on the order page.
DOI: 10.5065/d6fq9vcw
title: Miscellaneous Upper Air Data. Version 1.0

description: This dataset includes miscellaneous upper air data during Phases I, II, and III of the Global Atmospheric Research Program's (GARP) Atlantic Tropical Experiment (GATE). Title, vessel(s), and phase(s) are noted in the "Description" section on the order page.
DOI: 10.15468/dl.e45zjg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterygoplichthys pardalis",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036553-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d69z93p0
title: Miscellaneous Data. Version 1.0

description: This dataset includes miscellaneous data during Phases I, II, and III of the Global Atmospheric Research Program's (GARP) Atlantic Tropical Experiment (GATE). Title, vessel(s), and phase(s) are specified in the "Description" section on the order page.
DOI: 10.5065/d66972bv
title: Miscellaneous Analysis. Version 1.0

description: This dataset includes microfilm of miscellaneous analysis from various data during the Global Atmospheric Research Program's (GARP) Atlantic Tropical Experiment (GATE). Title, vessel(s), and phase are noted in the "Description" section on the order page.
DOI: 10.15468/dl.hjm4v3
title: Occurrence Download

description: A dataset containing 689301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galium verum)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 689301 records from 2391 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036531-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.okxxuz
title: Occurrence Download

description: A dataset containing 722 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Country is Mexico",
 "TaxonKey is Leopardus pardalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 722 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013572-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2upypq
title: Occurrence Download

description: A dataset containing 561820 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bee Biology and Systematics Laboratory"
 ]
}

 The dataset includes 561820 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117942-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgktax
title: Occurrence Download

description: A dataset containing 486 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elysia diomedea (Bergh, 1894)"
 ]
}

 The dataset includes 486 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011329-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8etfp8
title: Occurrence Download

description: A dataset containing 8433 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Talipariti pernambucense (Arruda) Bovini",
 "TaxonKey is Hibiscus mutabilis L.",
 "TaxonKey is Hibiscus radiatus Cav.",
 "TaxonKey is Hibiscus rosa-sinensis L.",
 "TaxonKey is Hibiscus sabdariffa L.",
 "TaxonKey is Hibiscus syriacus L.",
 "TaxonKey is Hibiscus trionum L.",
 "TaxonKey is Hibiscus vitifolius L.",
 "TaxonKey is Hieracium flagellare Schlecht."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8433 records from 323 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013572-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88x895
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Orobanche coerulescens Stephan"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072516-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jan6qv
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.41468 -4.24164,-72.40203 -4.24164,-72.40203 1.10151,-81.41468 1.10151,-81.41468 -4.24164))",
 "HasCoordinate is true",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011329-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt5jxu
title: Occurrence Download

description: A dataset containing 332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "TaxonKey is Callithrix Erxleben, 1777",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 332 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013572-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qw7azh
title: Occurrence Download

description: A dataset containing 7187 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrences of Threatened Species included in the Third Edition of the Red Data Book of the Komi Republic (Russia)"
 ]
}

 The dataset includes 7187 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068792-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmgdvk
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Pinus pringlei Shaw",
 "TaxonKey is Cheilanthes Sw."
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 84 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013572-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdsdvi
title: Occurrence Download

description: A dataset containing 977344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-80.2 24.5,-80 24.5,-80 28,-80.2 28,-80.2 24.5))",
 "HasCoordinate is true",
 "TaxonKey is Actinopterygii",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 977344 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011329-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3vxpq
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Estonia",
 "HasCoordinate is false",
 "TaxonKey is Leucobryum glaucum (Hedw.) Ångstr."
 ]
}

 The dataset includes 106 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002237-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkhojz
title: Occurrence Download

description: A dataset containing 100919 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is New Zealand Fungal and Plant Disease Collection (PDD)"
 ]
}

 The dataset includes 100919 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013574-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ikpw42
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oplurus grandidieri (Mocquard, 1900)"
 ]
}

 The dataset includes 62 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011329-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ttqzk
title: Occurrence Download

description: A dataset containing 120155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "TaxonKey is Pinus nigra J.F.Arnold",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 120155 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020439-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0jzyjv
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Ecuador",
 "TaxonKey is Gastrotheca riobambae (Fowler, 1913)"
 ]
}

 The dataset includes 58 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013574-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vf9bko
title: Occurrence Download

description: A dataset containing 4439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Sorex palustris Richardson, 1828"
 ]
}

 The dataset includes 4439 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011330-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcsocd
title: Occurrence Download

description: A dataset containing 4620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Geometry POLYGON((-3.34808 51.23097,-2.0929 51.0483,-1.77429 51.62484,-2.68341 51.58048,-3.34808 51.23097))",
 "TaxonKey is Meles meles (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4620 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011444-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khgq9i
title: Occurrence Download

description: A dataset containing 4040 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mops condylurus (A.Smith, 1833)"
 ]
}

 The dataset includes 4040 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013575-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spgs6t
title: Occurrence Download

description: A dataset containing 1482702 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Netherlands",
 "Country is France",
 "Country is Germany",
 "Country is Spain",
 "Country is Denmark"
 ]
 },
 "Year 2004-2018",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 1482702 records from 544 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011332-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzj9we
title: Occurrence Download

description: A dataset containing 378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Narosoideus flavidorsalis, Narosoideus flavidorsalis, 157941418, Narosoideus flavidorsalis (Staudinger, 1887), Narosoideus flavidorsalis (Staudinger, 1887))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 378 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068794-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o6xruy
title: Occurrence Download

description: A dataset containing 55995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vitis californica Benth., Vitis ×doaniana Munson, Vitis heyneana Roem. & Schult., Vitis jacquemontii R.Parker, Vitis labrusca L., Vitis monticola Buckley, Vitis palmata Vahl, Vitis peninsularis M.E.Jones, Vitis piasezkii Maxim., Vitis retordii Rom.Caill. ex Planch., Vitis vulpina L., Vitis treleasei Munson ex L.H.Bailey, Vitis shuttleworthii House, Vitis rotundifolia Michx., Triaenophora shennongjiaensis Xiao D.Li, Y.Y.Zan & J.Q.Li, Dracaena cambodiana Pierre ex Gagnep., Eclipta alba (L.) Hassk., Cecropia pachystachya Trécul, Strobilanthes attenuata (Jacq. ex Nees) Nees, Echinacanthus longipes H.S.Lo & D.Fang, Levisticum officinale W.D.J.Koch, Cuscuta pentagona Engelm., Hymenophyllum holochilum (Bosch) C.Chr., Lumnitzera littorea (Jack) Voigt, Leiosporoceros dussii (Steph.) Hässel, Castanea seguinii Dode, Dipsacus asper Wall., Urophysa henryi (Oliv.) Ulbr., Prunus davidiana (Carrière) Franch., Trema orientalis (L.) Blume, Pteroceltis tatarinowii Maxim., Trema rugosum (Blume) Byng & Christenh., Lozanella enantiophylla (Donn.Sm.) Killip & C.V.Morton, Humulopsis scandens (Lour.) Grudz., Gironniera subaequalis Planch., Chaetachme aristata Planch., Celtis biondii Pamp., Aphananthe aspera (Thunb.) Planch., Quercus dentata Thunb., Lennoa madreporoides Lex., Pholisma arenarium Nutt., Neocinnamomum mekongense (Hand.-Mazz.) Kosterm., Dioscorea bulbifera L., Dioscorea alata L., Rubus crataegifolius Bunge, Isoetes mattaponica Musselman & W.C.Taylor, Dianthus caryophyllus L., Artemisia selengensis Turcz. ex Besser, Camellia petelotii (Merr.) Sealy, Juniperus sabina L.)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 55995 records from 618 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013575-190320150433242/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.28746515
title: Table S2. Markers used for initial mapping of C6QTL in segregating populations shown in Table S1. (17 pages)

description: Table S2. Markers used for initial mapping of C6QTL in segregating populations shown in Table S1. (17 pages). <b>A dispensable peptidase facilitates maize lethal necrosis by promoting the replication of maize chlorotic mottle virus</b>
DOI: 10.5281/zenodo.15150474
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Jason Flores, https://orcid.org/0000-0002-6388-833X. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.5281/zenodo.15170492
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Daniel Werner Hamm, http://www.wikidata.org/entity/Q132578119. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q132578119
DOI: 10.5281/zenodo.15171223
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Daniel Werner Hamm, http://www.wikidata.org/entity/Q132578119. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q132578119