cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2duhwd
title: Occurrence Download

description: A dataset containing 497 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Juncus valvatus Link"
 ]
}

 The dataset includes 497 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259393-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vqnun
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amorphophallus perrieri Hett. & Wahlert"
 ]
}

 The dataset includes 27 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007312-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsprb9
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nassauvia dusenii O.Hoffm. ex Macloskie"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045519-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmc7tx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Atractus charitoae Silva Haad, 2004"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263583-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uud9xv
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Juncus venturianus Castillón"
 ]
}

 The dataset includes 28 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259402-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2hqaww
title: Occurrence Download

description: A dataset containing 3988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 8.35374673891297",
 "DecimalLongitude is less than 8.35680629209737",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 3988 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007311-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6662qk
title: Occurrence Download

description: A dataset containing 998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Holacanthus passer Valenciennes, 1846"
 ]
}

 The dataset includes 998 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036450-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dxa47
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Atractus bocourti Boulenger, 1894"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263576-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xdkgx
title: Occurrence Download

description: A dataset containing 347806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "StateProvince is Florida",
 "TaxonKey is Insecta",
 "Year 1995-2023"
 ]
}

 The dataset includes 347806 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259350-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cuheq
title: Occurrence Download

description: A dataset containing 2788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 8.35680629209737",
 "DecimalLongitude is less than 8.35986584528176",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 2788 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007317-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvbj67
title: Occurrence Download

description: A dataset containing 9297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Curruca melanocephala (J.F.Gmelin, 1789)",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((19.51 47.46,19.51 36.21,6.41 36.21,6.41 47.46,19.51 47.46)))"
 ]
}

 The dataset includes 9297 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036430-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqptnz
title: Occurrence Download

description: A dataset containing 533859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.68908 -56.76915,-32.54642 -56.76915,-32.54642 16.18404,-88.68908 16.18404,-88.68908 -56.76915))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anura"
 ]
}

 The dataset includes 533859 records from 684 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259373-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9nzrk
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhyticeros undulatus (Shaw, 1812)",
 "Year 1000-2020"
 ]
}

 The dataset includes 129 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263577-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yghmys
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis Linnaeus, 1758",
 "Year 1000-1873"
 ]
}

 The dataset includes 222 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036433-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhy8ck
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antherothamnus pearsonii N.E.Br."
 ]
}

 The dataset includes 90 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007319-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h72235
title: Occurrence Download

description: A dataset containing 9816054 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 9816054 records from 4910 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259330-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/932auy
title: Pure_tri_TS_REDN11_20240408_142652_mask.png

description: :unav
DOI: 10.57745/75mvep
title: Pure_tri_0N_A12_20240408_141458.jpg

description: :unav
DOI: 10.5281/zenodo.17120015
title: Data for Parameter estimation in interacting particle systems on dynamic random networks

description: Data for the article "Parameter Estimation in Interacting Particle Systems on Dynamic Random Networks"
DOI: 10.5281/zenodo.17120016
title: Data for Parameter estimation in interacting particle systems on dynamic random networks

description: Data for the article "Parameter Estimation in Interacting Particle Systems on Dynamic Random Networks"
DOI: 10.57745/ovgfs3
title: Intercropping_In_row_A12_20240321_154124_mask.png

description: :unav
DOI: 10.57745/alcque
title: Intercropping_In_row_REDN11_20240408_144557_mask.png

description: :unav
DOI: 10.57745/jfhtp0
title: Pure_tri_0N_HUAP30_20240321_143819.jpg

description: :unav
DOI: 10.57745/ddlelv
title: Pure_Faba_HUAP30_20240408_152918_mask.png

description: :unav
DOI: 10.57745/zmrnua
title: Pure_Faba_A12_20240321_142812_mask.png

description: :unav
DOI: 10.57745/dfma20
title: Pure_Faba_REDN11_20240321_141958_mask.png

description: :unav
DOI: 10.57745/s2hn3p
title: Pure_tri_0N_REDN4_20240408_141602.jpg

description: :unav
DOI: 10.57745/ycsvbk
title: Pure_tri_0N_HUAP30_20240321_143751_mask.png

description: :unav
DOI: 10.57745/53swtm
title: Intercropping_In_row_REDN11_20240422_160920_mask.png

description: :unav
DOI: 10.57745/lhybkb
title: Intercropping_Mixed_REDN11_20240408_150414_mask.png

description: :unav
DOI: 10.57745/z8etpo
title: Intercropping_In_row_HUAP30_20240408_145306_mask.png

description: :unav
DOI: 10.57745/68in8k
title: Pure_tri_TS_A12_20240422_154529_mask.png

description: :unav
DOI: 10.57745/cmlva0
title: Intercropping_In_row_REDN4_20240422_160936.jpg

description: :unav
DOI: 10.57745/wtgoae
title: Pure_tri_TS_HUAP30_20240408_143248.jpg

description: :unav
DOI: 10.5281/zenodo.16895227
title: Streamflow Simulation Data from Differentiable HBV and LSTM Models Using CAMELS Datasets

description: Dataset Description

This dataset contains streamflow simulations and observations used in the following study:



Li, P., Song, Y., Pan, M., Lawson, K., and Shen, C. (2025). Ensembling Differentiable Process-based and Data-driven Models with Diverse Meteorological Forcing Datasets to Advance Streamflow Simulation. EGUsphere, 1–74. https://doi.org/10.5194/egusphere-2025-483


Data Structure

The data are stored in a 4-dimensional array with the following dimensions:



axis = 0 — LSTM simulations under Daymet, NLDAS, and Maurer forcings, followed by δHBV simulations.

axis = 1 — Different random seeds used for ensemble runs.

axis = 2 — 531 basins, with corresponding basin IDs provided in the accompanying ids file.

axis = 3 — Daily time steps starting from 1980-10-01 (inclusive).


Variable Definitions



ALL, PUB, and PUR indicate the temporal, PUB, and PUR simulation experiments, respectively.

OBS represents observed streamflow, with units of mm/day.
DOI: 10.5281/zenodo.16895228
title: Streamflow Simulation Data from Differentiable HBV and LSTM Models Using CAMELS Datasets

description: Dataset Description

This dataset contains streamflow simulations and observations used in the following study:



Li, P., Song, Y., Pan, M., Lawson, K., and Shen, C. (2025). Ensembling Differentiable Process-based and Data-driven Models with Diverse Meteorological Forcing Datasets to Advance Streamflow Simulation. EGUsphere, 1–74. https://doi.org/10.5194/egusphere-2025-483


Data Structure

The data are stored in a 4-dimensional array with the following dimensions:



axis = 0 — LSTM simulations under Daymet, NLDAS, and Maurer forcings, followed by δHBV simulations.

axis = 1 — Different random seeds used for ensemble runs.

axis = 2 — 531 basins, with corresponding basin IDs provided in the accompanying ids file.

axis = 3 — Daily time steps starting from 1980-10-01 (inclusive).


Variable Definitions



ALL, PUB, and PUR indicate the temporal, PUB, and PUR simulation experiments, respectively.

OBS represents observed streamflow, with units of mm/day.
DOI: 10.57745/hkfxy1
title: Intercropping_In_row_REDN11_20240321_155002.jpg

description: :unav
DOI: 10.15468/dl.mcgqux
title: Occurrence Download

description: A dataset containing 419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fenusa pusilla (Lepeletier, 1823)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 419 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003771-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sctz96
title: Occurrence Download

description: A dataset containing 732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gilpinia hercyniae (Hartig, 1837)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 732 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003770-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1jin5j
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Quiscalus palustris (Swainson, 1827)",
 "TaxonKey is Cypseloides storeri Navarro, Peterson, Escalante & Benitez, 1992",
 "TaxonKey is Campylorhynchus humilis P.L.Sclater, 1857",
 "TaxonKey is Oryzoborus nuttingi Ridgway, 1884",
 "TaxonKey is Melanerpes santacruzi (Bonaparte, 1838)",
 "TaxonKey is Leptotila battyi Rothschild, 1901",
 "TaxonKey is Glaucidium cobanense Sharpe, 1875",
 "TaxonKey is Dendroica coronata goldmani Nelson, 1897"
 ]
}

 The dataset includes 173 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007749-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcuq68
title: Occurrence Download

description: A dataset containing 1481 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Lampornis sybillae (Salvin & Godman, 1892)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1481 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000395-190306134739812/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112025702
title: Cuneiform Tablet 1913.14.1507, Spurlock 1913.14.1507

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1507; CDLI P421359 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) Moderate Yellowish Pink (5YR 7.5/4) Medium Gray (N 5.25/ 22.1% R) ❧ [Physical Object Note:] 10.5 x 7.4 x 2.6 cm (195g)
DOI: 10.15468/dl.3mq7um
title: Occurrence Download

description: A dataset containing 452700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1901-2020",
 "HasCoordinate is true",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 452700 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041237-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbghty
title: Occurrence Download

description: A dataset containing 1802 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta suaveolens Ser."
 ]
}

 The dataset includes 1802 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233008-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112025616
title: Cuneiform Tablet 1913.14.1507, Spurlock 1913.14.1507

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1507; CDLI P421359 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) Moderate Yellowish Pink (5YR 7.5/4) Medium Gray (N 5.25/ 22.1% R) ❧ [Physical Object Note:] 10.5 x 7.4 x 2.6 cm (195g)
DOI: 10.15468/dl.2nn2qm
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Accipiter chionogaster (Kaup, 1852)",
 "TaxonKey is Quiscalus palustris (Swainson, 1827)",
 "TaxonKey is Cypseloides storeri Navarro, Peterson, Escalante & Benitez, 1992",
 "TaxonKey is Campylorhynchus humilis P.L.Sclater, 1857",
 "TaxonKey is Oryzoborus nuttingi Ridgway, 1884",
 "TaxonKey is Melanerpes santacruzi (Bonaparte, 1838)",
 "TaxonKey is Leptotila battyi Rothschild, 1901",
 "TaxonKey is Glaucidium cobanense Sharpe, 1875",
 "TaxonKey is Dendroica coronata goldmani Nelson, 1897"
 ]
}

 The dataset includes 208 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007750-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vlow49
title: Occurrence Download

description: A dataset containing 4267 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Lampornis amethystinus Swainson, 1827",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4267 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000398-190306134739812/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytgksj
title: Occurrence Download

description: A dataset containing 1483 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Larrea divaricata Cav."
 ]
}

 The dataset includes 1483 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041242-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111323625
title: Cuneiform Tablet

description: [Text Description:] Cuneiform Tablet, Administrative Tag, with Seal Impressions ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script, roughly triangular In shape.
DOI: 10.15468/dl.qyy56s
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta curta (Engelm.) Rydb."
 ]
}

 The dataset includes 146 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233014-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111323626
title: Cuneiform Tablet

description: [Text Description:] Cuneiform Tablet, Administrative Tag, with Seal Impressions ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script, roughly triangular In shape.
DOI: 10.15468/dl.t5ss2s
title: Occurrence Download

description: A dataset containing 15669409 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passer domesticus (Linnaeus, 1758)"
 ]
}

 The dataset includes 15669409 records from 3321 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232987-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive120282.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive120282.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0111898.10fu
title: SH0111898.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive120283.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive120283.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.