cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6085/aa/pisco_kelpforest_fish.1.2
title: (:unkn)
DOI: 10.6085/aa/pisco_kelpforest.1.2
title: PISCO Kelp Forest Community Surveys

description: In 1998, the Partnership for Interdisciplinary Studies of Coastal
 Oceans (PISCO) designed and initiated a large scale, long-term
 monitoring study of kelp forest ecosystems along portions of the
 southern, central and northern coast of California and southern
 Oregon, USA. The program is administered out of the University of
 California campuses in Santa Cruz and Santa Barbara and funded
 primarily by the David and Lucile Packard Foundation. The purpose of
 the study has been to characterize the regional and temporal patterns
 of kelp forest ecosystem structure and evaluate the relative
 contributions of biological and environmental variables in explaining
 observed spatial and temporal patterns. For this purpose, the
 ecological community and physical structure of kelp forest ecosystems
 have been surveyed using trained SCUBA divers. The biological
 structure includes the more conspicuous fishes, invertebrates, and
 macroalgae. The physical structure includes geomorphological
 attributes (substratum type and vertical relief). Among other
 applications, these surveys have informed the design and evaluation of
 the state-wide network of marine protected areas (MPAs) established by
 California’s Marine Life Protection Act. Over time, the role of the
 monitoring program for evaluating the ecological responses to the
 establishment of the MPAs greatly influenced both the spatial and
 temporal design of the monitoring program.
DOI: 10.15468/dl.2ny6z6
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum souliei H.Boissieu"
 ]
}

 The dataset includes 61 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240861-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8t2cg
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lecidoma demissum (Rutstr.) Gotth.Schneid. & Hertel"
 ]
}

 The dataset includes 153 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169022-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ebk6g
title: Occurrence Download

description: A dataset containing 23909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "TaxonKey is Larus michahellis J.F.Naumann, 1840",
 "Year 1990-2023"
 ]
}

 The dataset includes 23909 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240856-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xx72p
title: Occurrence Download

description: A dataset containing 519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Helianthus radula (Pursh) Torr. & A.Gray"
 ]
}

 The dataset includes 519 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169013-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn3c6t
title: Occurrence Download

description: A dataset containing 22236 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum pubescens (Hoffm.) M.Bieb."
 ]
}

 The dataset includes 22236 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240857-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqek3y
title: Occurrence Download

description: A dataset containing 1908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Protocolo de aprovechamiento del Naidí (Euterpe oleracea Mart.) en el consejo comunitario Río Cajambre, Buenaventura, Valle del Cauca",
 "Geometry POLYGON((-95.64723 -3.75579,-59.35277 -3.75579,-59.35277 10.75579,-95.64723 10.75579,-95.64723 -3.75579))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1908 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169032-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ek3xnw
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea megapotamica Choisy"
 ]
}

 The dataset includes 359 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253965-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cz8hap
title: Occurrence Download

description: A dataset containing 329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bosnia and Herzegovina",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 329 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169023-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2q4z3x
title: Occurrence Download

description: A dataset containing 326 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum stevenii Manden."
 ]
}

 The dataset includes 326 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240866-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hqgyc
title: Occurrence Download

description: A dataset containing 18893 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ochotona Link, 1795"
 ]
}

 The dataset includes 18893 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169031-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zbdsf
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea mcvaughii Mc Pherson"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253963-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bt7ykb
title: Occurrence Download

description: A dataset containing 123810 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxalis corniculata L."
 ]
}

 The dataset includes 123810 records from 1202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240882-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.et83su
title: Occurrence Download

description: A dataset containing 2899 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eudyptes chrysolophus (Brandt, 1837)"
 ]
}

 The dataset includes 2899 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289318-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sw6kmh
title: Occurrence Download

description: A dataset containing 485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is one of (EOD – eBird Observation Dataset, GalliForm: Galliformes occurrence records from the Indo-Malay and Palaearctic, 1800-2008, Xeno-canto - Bird sounds from around the world, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tetraophasis obscurus (J.Verreaux, 1869)"
 ]
}

 The dataset includes 485 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002525-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14638406
title: Datasets used in the AI-powered spatiotemporal imputation and prediction of chlorophyll-a concentration in coastal oceans

description: We conducted a benchmarking study of STIMP over four representative global coastal oceans, including northern Gulf of Mexico, Chesapeake Bay, the Yangtze River Estuary, and the Pearl River Estuary.

Each of the datasets contains the following files:



Chla.npy: the original observation of  chlorophyll from the satellite remote sensing.

is_sea.npy: indicates where the ocean is and where the land is.

adj.npy: the spatial graph constructed from the spatial coordinates of positions.

mean.npy, std.npy, min.npy, max.npy: contains the mean Chl_a, standard variation of Chl_a and max and min value of Chl_a for each position.
DOI: 10.5281/zenodo.14638405
title: Datasets used in the AI-powered spatiotemporal imputation and prediction of chlorophyll-a concentration in coastal oceans

description: We conducted a benchmarking study of STIMP over four representative global coastal oceans, including northern Gulf of Mexico, Chesapeake Bay, the Yangtze River Estuary, and the Pearl River Estuary.

Each of the datasets contains the following files:



Chla.npy: the original observation of  chlorophyll from the satellite remote sensing.

is_sea.npy: indicates where the ocean is and where the land is.

adj.npy: the spatial graph constructed from the spatial coordinates of positions.

mean.npy, std.npy, min.npy, max.npy: contains the mean Chl_a, standard variation of Chl_a and max and min value of Chl_a for each position.
DOI: 10.5281/zenodo.14724760
title: Datasets used in the AI-powered spatiotemporal imputation and prediction of chlorophyll-a concentration in coastal oceans

description: We conducted a benchmarking study of STIMP over four representative global coastal oceans, including northern Gulf of Mexico, Chesapeake Bay, the Yangtze River Estuary, and the Pearl River Estuary.

Each of the datasets contains the following files:



Chla.npy: the original observation of  chlorophyll from the satellite remote sensing.

is_sea.npy: indicates where the ocean is and where the land is.

adj.npy: the spatial graph constructed from the spatial coordinates of positions.

mean.npy, std.npy, min.npy, max.npy: contains the mean Chl_a, standard variation of Chl_a and max and min value of Chl_a for each position.
DOI: 10.15468/dl.zyt3mu
title: Occurrence Download

description: A dataset containing 1244375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Zimbabwe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1244375 records from 402 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002516-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3sd3eh
title: Occurrence Download

description: A dataset containing 2797585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 2797585 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002513-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13805573
title: Rotation errors in path integration are associated with Alzheimer's disease tau pathology - Dataset
DOI: 10.5281/zenodo.13805574
title: Rotation errors in path integration are associated with Alzheimer's disease tau pathology - Dataset
DOI: 10.15468/dl.6vb583
title: Occurrence Download

description: A dataset containing 5793082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f)",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 5793082 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002477-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2kw95y
title: CCDC 2379720: Experimental Crystal Structure Determination

description: Related Article: Yu-Rong Ni, Michael N. Pillay, Tzu-Hao Chiu, Hao Liang, Samia Kahlal, Jie-Ying Chen, Yuan-Jang Chen, Jean-Yves Saillard, C. W. Liu|2025|Nanoscale|17|1990|doi:10.1039/D4NR04136D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kw96z
title: CCDC 2379721: Experimental Crystal Structure Determination

description: Related Article: Yu-Rong Ni, Michael N. Pillay, Tzu-Hao Chiu, Hao Liang, Samia Kahlal, Jie-Ying Chen, Yuan-Jang Chen, Jean-Yves Saillard, C. W. Liu|2025|Nanoscale|17|1990|doi:10.1039/D4NR04136D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kw970
title: CCDC 2379722: Experimental Crystal Structure Determination

description: Related Article: Yu-Rong Ni, Michael N. Pillay, Tzu-Hao Chiu, Hao Liang, Samia Kahlal, Jie-Ying Chen, Yuan-Jang Chen, Jean-Yves Saillard, C. W. Liu|2025|Nanoscale|17|1990|doi:10.1039/D4NR04136D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.wfhuep
title: Occurrence Download

description: A dataset containing 861 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elytropappus rhinocerotis (L.fil.) Less."
 ]
}

 The dataset includes 861 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002526-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/d3335
title: Dataset for "Self-injection locked laser via hollow-core fiber Fabry-Perot resonator"

description: This is dataset for 'Self-injection locked laser via hollow-core fiber Fabry-Perot resonator' to be published on Photonics Research
Uploaded Archive (ZIP) includes 10 data files that are .txt format

The figures are as follows:
Fig. 2: 
Fig.2a Simulated frequency noise spectrum when considering self-injection locking noise (SIL) and thermal noise (TRN).
Fig.2b Lorentzian linewidth as function of the HCF-FP length.
Fig. 4:
Fig.4aTransmitted signal through the HCF-FP measured over 50 MHz.
Fig.4b Detail of transmission of single peak.
Fig.6: 
Fig.6a Frequency error as a function of time achieved here and its comparison with the stability of a laser locked to an SMF delay line placed in a vacuum 
Fig.6b Allan deviation calculated from the data shown in (a) and its comparison to measurements reported by manufacturers of commercially-available narrow-linewidth lasers, including OE waves, which is also based on self-injection locking. 

Fig. 7 Measured frequency noise via strong self-injection ratio of -15 dB, together with free-running laser and measurement noise floor. 
 
Fig. 8 Measured frequency noise with different self-injection ratios. 

Fig. 9 Comparison of the measured and simulated frequency noise for injection ratio of -15 dB (green) and -30 dB (red).

Fig. 10 RIN of the free running and SIL. Shot noise expected for 0 dBm power output is also shown.
DOI: 10.15468/dl.akwdtb
title: Occurrence Download

description: A dataset containing 6652514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.61327 55.19414,19.90706 55.19414,19.90706 59.3992,10.61327 59.3992,10.61327 55.19414))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta",
 "Year 2000-2025"
 ]
}

 The dataset includes 6652514 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002480-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.plma38
title: Occurrence Download

description: A dataset containing 801241655 species occurrences available in GBIF matching the query:
{
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Country derived from coordinates",
 "Issue is Taxon match higher rank",
 "Issue is Multimedia date invalid",
 "Issue is Multimedia URI invalid"
 ]
}

 The dataset includes 801241655 records from 18651 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006092-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5883/bold:aaf0372
title: Overview of Barcode Index Number - BOLD:AAF0372

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: 10.5883/bold:aaf0377
title: Overview of Barcode Index Number - BOLD:AAF0377

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: 10.5883/bold:aaf0381
title: Overview of Barcode Index Number - BOLD:AAF0381

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: 10.5883/bold:aaf0382
title: Overview of Barcode Index Number - BOLD:AAF0382

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: 10.5883/bold:aaf0383
title: Overview of Barcode Index Number - BOLD:AAF0383

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: 10.5883/bold:aaf0384
title: Barcode Index Number BOLD:AAF0384

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaf0388
title: Overview of Barcode Index Number - BOLD:AAF0388

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: 10.5883/bold:aaf0389
title: Overview of Barcode Index Number - BOLD:AAF0389

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: 10.5883/bold:aaf0390
title: Overview of Barcode Index Number - BOLD:AAF0390

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: 10.5883/bold:aaf0394
title: Barcode Index Number BOLD:AAF0394

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaf0399
title: Barcode Index Number BOLD:AAF0399

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaf0400
title: Overview of Barcode Index Number - BOLD:AAF0400

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: 10.5883/bold:aaf0403
title: Overview of Barcode Index Number - BOLD:AAF0403

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: 10.5883/bold:aaf0404
title: Overview of Barcode Index Number - BOLD:AAF0404

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: 10.5883/bold:aaf0405
title: Overview of Barcode Index Number - BOLD:AAF0405

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: 10.5883/bold:aaf0406
title: Barcode Index Number BOLD:AAF0406

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaf0407
title: Overview of Barcode Index Number - BOLD:AAF0407

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: 10.5883/bold:aaf0408
title: Overview of Barcode Index Number - BOLD:AAF0408

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: 10.5883/bold:aaf0409
title: Overview of Barcode Index Number - BOLD:AAF0409

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.