cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.q2fazh
title: Occurrence Download

description: A dataset containing 742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geonoma camana)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 742 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036586-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27t9nt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pomacea zeteki",
 "Country is Honduras",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036587-250920141307145/datasets/export for details.
DOI: 10.5065/d6k64gw7
title: TRMM-LBA: NCAR S-Pol radar moments data, DORADE. Version 1.0

description: S-Pol data from theTropical Rainfall Measuring Mission, Large-scale Biosphere-Atmosphere (TRMM-LBA) . These data are in dorade format and are available as 4 hourly tar files.
DOI: 10.13140/rg.2.2.29125.10727
title: DX STEPS Analysis of PERS034-4S4 147-1 66 Real World Data by the Persian Curve (PC) DX STEP 07 PERSIAN QUANTILE COMPLETE
DOI: 10.15468/dl.rxjwsz
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Michelia macclurei",
 "Year 1970-2010"
 ]
}

 The dataset includes 42 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036589-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puy3dw
title: Occurrence Download

description: A dataset containing 52695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-75.03781 6.24986,-74.90937 6.13152,-74.76749 6.06375,-74.74522 6.20829,-74.7834 6.29895,-74.88672 6.3932,-75.00035 6.4858,-75.1238 6.43258,-75.03781 6.24986))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2000-2025"
 ]
}

 The dataset includes 52695 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036545-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/6619
title: garo-english-parallel-corpus
DOI: 10.5065/d6ff3r6c
title: UAH RaDAPS 915 Mz Wind Profiler Data. Version 1.0

description: This data set contains wind profiles from the University of Alabama-Huntsville (UAH) 915 MHz wind profiler during the 2017 VORTEX-SE field season. This 915 MHz wind profiler is part of the UAH Rapid Deployable Atmospheric Profiling System (RaDAPS) system. The data set includes the raw and processed data.
DOI: 10.5065/d69s1pvh
title: UAH RaDAPS Microwave Profiling Radiometer (MPR) Data. Version 1.0

description: This data set contains vertical profiles of temperature, water vapor, relative humidity, and cloud liquid water from the University of Alabama-Huntsville (UAH) Microwave Profiling Radiometer (MPR) during the 2017 VORTEX-SE field season. The MPR is part of the UAH Rapidly Deployable Atmospheric Profiling System (RaDAPS). The data are in NetCDF format.
DOI: 10.15468/dl.zmzgm5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sparganophilus tamesis)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Belgium, Netherlands)",
 "InstitutionCode is not null",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036590-250920141307145/datasets/export for details.
DOI: 10.5065/d6513x21
title: UAH MoDLS Doppler Lidar Data. Version 1.0

description: This data set contains wind profile, vertical stare, and Velocity-Azimuth Display (VAD) data from the University of Alabama-Huntsville (UAH) Doppler Lidar during the 2017 VORTEX-SE field season. The Doppler Lidar is part of the UAH Mobile Doppler Lidar and Soundings (MoDLS) system. The data set includes the raw data and processed data.
DOI: 10.5065/d6vh5mp5
title: NCAR/EOL R/V Investigator ISS Ceilometer Data. Version 1.0

description: Quality-controlled ceilometer data collected by the NCAR/EOL Integrated Sounding System (ISS) onboard the R/V Investigator during the SOCRATES Field Campaign. These data are in NetCDF format and have been processed through the BLView Program provided by Vaisala.
DOI: 10.15468/dl.wfduuf
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "Geometry POLYGON((99.5238 12.72349,99.57444 12.72349,99.57444 12.76008,99.5238 12.76008,99.5238 12.72349))"
 ]
}

 The dataset includes 31 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036591-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6qv3kbq
title: SOCRATES: Flight Tracks - Google Earth .kml files. Version 1.0

description: KML is a file format used to display geographic data in an Earth browser such as Google Earth. This dataset contains KML files used to display the NSF/NCAR HIAPER GV flight track in real-time during the SOCRATES project.
DOI: 10.18419/darus-5331
title: Replication Data for: Deep learning based computational imaging and optical metrology
title: Traning datasets (Mueller matrices in the pupil plane) for four structural parameters with only the 0th order or with full diffraction order

description: &lt;p&gt;A new study explores using deep learning to speed up optical scatterometry, a key quality control technique in computer chip manufacturing. This method could replace older, slower, and data-heavy processes.&lt;/p&gt;

&lt;p&gt;Manufacturing computer chips involves creating tiny, complex patterns on silicon wafers. The accuracy of these microscopic features is vital for the chips' performance and reliability. Optical scatterometry, which uses light scattering to measure these features, is essential for this quality control. However, traditional scatterometry methods have drawbacks: iterative fitting methods are slow, and library search methods need massive amounts of data.&lt;/p&gt;

&lt;p&gt;To overcome these issues, this project investigated the use of deep learning, a powerful form of artificial intelligence. Specifically, a neural network called ResNet was trained with simulated optical measurements that mimic how light scatters off a chip's microscopic features. By analyzing this scattered light, the ResNet learned to predict key parameters of the features' shape and size, such as their width, height, and sidewall angles.&lt;/p&gt;

&lt;p&gt;The research compared different architectures and prediction strategies:
UniNet: A single network that predicts all parameters at once.
MonoNet: Separate networks for each parameter, predicting them one by one.
ExpertNet: A combination of networks that predicts groups of related parameters.&lt;/p&gt;

&lt;p&gt;The results showed that MonoNet performed the best. This approach successfully decoupled the parameters and achieved high accuracy even with smaller datasets.&lt;/p&gt;

Since real-world measurements are always affected by noise and uncertainties, the study also examined how noise impacts the deep learning models. By adding simulated noise to the training data, the researchers assessed the robustness of the different network architectures. These findings offer valuable insights for developing more reliable and accurate measurement techniques, even in the presence of real-world imperfections.
description: Microsim, 2.5
description: 1.0
DOI: 10.5883/bold:afs2377
title: Overview of Barcode Index Number - BOLD:AFS2377

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.13140/rg.2.2.14759.61607
title: C. Sanderson (2025) adapted longitudinal formulation template (editable version)
DOI: 10.13140/rg.2.2.28181.38889
title: [BEEI] Certificate of Acknowledgement as a Reviewer Ankush Kapoor
DOI: 10.15468/dl.4nxsqu
title: Occurrence Download

description: A dataset containing 8391420 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Korea, Republic of"
 ]
}

 The dataset includes 8391420 records from 1487 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036520-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/zh69-42ak
title: Measurement of VOC (volatile organic compounds) at Zürich-Kaserne

description: Measurement of VOC (volatile organic compounds) at Zürich-Kaserne
DOI: 10.48597/c5rr-tmdc
title: Measurement of VOC (volatile organic compounds) at Zürich-Kaserne

description: Measurement of VOC (volatile organic compounds) at Zürich-Kaserne
DOI: 10.48597/jy4q-ztxn
title: VOC (volatile organic compounds) at Zürich-Kaserne

description: Measurement of VOC (volatile organic compounds) at Zürich-Kaserne
DOI: 10.48597/ks7g-kzja
title: Measurement of VOC (volatile organic compounds) at Zürich-Kaserne

description: Measurement of VOC (volatile organic compounds) at Zürich-Kaserne
DOI: 10.48597/yjr2-dqm7
title: Measurement of VOC (volatile organic compounds) at Zürich-Kaserne

description: Measurement of VOC (volatile organic compounds) at Zürich-Kaserne
DOI: 10.15468/dl.ct2vgx
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gueldenstaedtia verna (Georgi) Boriss."
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012756-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3srpz
title: Occurrence Download

description: A dataset containing 29164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tofieldia calyculata (L.) Wahlenb.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 29164 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164400-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-224473
title: Notes from pastoral training, 1955-1956 = Curs biblic pregatitor 1955-1956

description: [description english/roman)] This material represents the notes taken by pastor Alexandru Maris after participating at a biblical course for pastors during 1955-1956.
DOI: 10.15468/dl.h434j3
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium plurifoliatum Rendle"
 ]
}

 The dataset includes 71 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012759-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-224478
title: Notes from pastoral training, 1955-1956 = Curs biblic pregatitor 1955-1956

description: [description english/roman)] This material represents the notes taken by pastor Alexandru Maris after participating at a biblical course for pastors during 1955-1956.
DOI: 10.15468/dl.zhuys5
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium pubescens Desv."
 ]
}

 The dataset includes 98 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151329-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kquh2j
title: Occurrence Download

description: A dataset containing 618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pistacia chinensis Bunge"
 ]
}

 The dataset includes 618 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012792-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-224461
title: Notes from pastoral training, 1955-1956 = Curs biblic pregatitor 1955-1956

description: [description english/roman)] This material represents the notes taken by pastor Alexandru Maris after participating at a biblical course for pastors during 1955-1956.
DOI: 10.15468/dl.x4jmu4
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia quadrangula (Forssk.) Bruyns"
 ]
}

 The dataset includes 54 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043109-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-224489
title: Notes from pastoral training, 1955-1956 = Curs biblic pregatitor 1955-1956

description: [description english/roman)] This material represents the notes taken by pastor Alexandru Maris after participating at a biblical course for pastors during 1955-1956.
DOI: 10.15468/dl.5m54vt
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium ponticum Miscz. ex Grossh."
 ]
}

 The dataset includes 59 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012778-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfk6vm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cladothela unciinsignita (Bösenberg & Strand, 1906)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218478-220831081235567/datasets/export for details.
DOI: 10.25549/pcra-c14-225627
title: The Word of Truth, 1993, vol. 4, no. 4 = Cuvantul Adevarului, 1993, anul IV, nr 4

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.15468/dl.eerngp
title: Occurrence Download

description: A dataset containing 68315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichophorum cespitosum (L.) Hartm.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 68315 records from 312 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164405-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rexmw6
title: Occurrence Download

description: A dataset containing 5997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is TWN.7_1",
 "TaxonKey is Sternula albifrons (Pallas, 1764)",
 "Year 2015-2023"
 ]
}

 The dataset includes 5997 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031579-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-225011
title: The Word of Truth, 1992, vol. 3, no. 9 = Cuvantul Adevarului, 1992, anul III, nr 9

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.15468/dl.awtx6g
title: Occurrence Download

description: A dataset containing 11069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Numenius minutus Gould, 1841)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11069 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012817-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekccb2
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium serra H.Mann"
 ]
}

 The dataset includes 132 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151390-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-225021
title: The Word of Truth, 1992, vol. 3, no. 10 = Cuvantul Adevarului, 1992, anul III, nr 10

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.25549/pcra-c14-225028
title: The Word of Truth, 1992, vol. 3, no. 10 = Cuvantul Adevarului, 1992, anul III, nr 10

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.15468/dl.m4qmwp
title: Occurrence Download

description: A dataset listing the 226 species recorded in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-3.96507 43.3057,-3.87178 43.3057,-3.87178 43.35936,-3.96507 43.35936,-3.96507 43.3057))"
 ]
}

 The dataset's 226 records were derived from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012794-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hv684g
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ragadia crisilda Hewitson, 1862"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142676-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/k55w-7a04.72
title: World Radio Coverage of Climate Change or Global Warming, 2000-2024 - March 2024

description: The Media and Climate Change Observatory Data monitors 130 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.26093/cds/vizier.18900130
title: VANDAM survey of Orion protostars. II.

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal with title ' The VLA/ALMA Nascent Disk And Multiplicity (VANDAM) survey of Orion protostars. II. A statistical characterization of class 0 and class I protostellar disks.' (bibcode: 2020ApJ...890..130T)
DOI: 10.25549/pcra-c14-225293
title: The Word of Truth, 1994, vol. 5, no. 1 = Cuvantul Adevarului, 1994, anul V, nr 1

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.15468/dl.dmddnb
title: Occurrence Download

description: A dataset containing 19171 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium ampeloprasum L."
 ]
}

 The dataset includes 19171 records from 468 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012768-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s25jyd
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium puberulum Bunge"
 ]
}

 The dataset includes 69 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151325-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-226876
title: The Word of Truth, 2000, vol. 11, no. 9 = Cuvantul Adevarului, 2000, anul XI, nr 9

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.15468/dl.gm2ez3
title: Occurrence Download

description: A dataset containing 25410778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Absent",
 "Year 1954-2022"
 ]
}

 The dataset includes 25410778 records from 1074 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151376-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15743700
title: Drastig and Singh_Supplemental data
title: Full list of references

description: Full list of references for the two reviews periods “Period 1993 – 2017” and “Period 2018 – 2024”.
DOI: 10.5281/zenodo.15743701
title: Drastig and Singh_Supplemental data
title: Full list of references

description: Full list of references for the two reviews periods “Period 1993 – 2017” and “Period 2018 – 2024”.