cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f4obfq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Seabirds of the Southern and South Indian Ocean"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037638-191105090559680/datasets/export for details.
DOI: 10.15468/dl.fwhmh6
title: Occurrence Download

description: A dataset containing 25046 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaire de la flore de Lot-et-Garonne 2013-2018 - Inventaire de la flore de Lot-et-Garonne 2014"
 ]
}

 The dataset includes 25046 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025136-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kf9kif
title: Occurrence Download

description: A dataset containing 707 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex reuteriana Boiss."
 ]
}

 The dataset includes 707 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084275-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjv9d3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 1985-2020",
 "Geometry POLYGON((-91.11822 19.47737,-85.92383 19.47737,-85.92383 21.6835,-91.11822 21.6835,-91.11822 19.47737))",
 {
 "or" : [
 "DatasetKey is Sistemática y distribución actual de los Agave spp mezcaleros",
 "DatasetKey is MEXU/Agavaceae"
 ]
 },
 "TaxonKey is Agave angustifolia Haw.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012449-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vymqzo
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Apalone spinifera emoryi (Agassiz, 1857)"
 ]
}

 The dataset includes 112 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040552-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.deys1p
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cola nitida (Vent.) A.Chev."
 ]
}

 The dataset includes 46 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009407-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch1smv
title: Occurrence Download

description: A dataset containing 68916 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données de la plateforme régionale SINP DREAL Bourgogne - Données de l'Observatoire de la Faune de Bourgogne"
 ]
}

 The dataset includes 68916 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011431-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hgznx
title: Occurrence Download

description: A dataset containing 7043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bursera simaruba (L.) Sarg.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7043 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012452-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pikppw
title: Occurrence Download

description: A dataset containing 1557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora caerulea L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 1557 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009407-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fx8um1
title: Occurrence Download

description: A dataset containing 7063542 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trochilidae"
 ]
}

 The dataset includes 7063542 records from 534 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000663-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3gy3j
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tweed Koala Sightings"
 ]
}

 The dataset includes 557 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084275-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gerar4
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données espèces - Expertise IPE - Butte Bellot - 2009"
 ]
}

 The dataset includes 149 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011458-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7vr59
title: Occurrence Download

description: A dataset containing 895 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saxifraga florulenta Moretti"
 ]
}

 The dataset includes 895 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003476-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cydti1
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Indonesia",
 "Country is Malaysia",
 "Country is Papua New Guinea",
 "Country is Australia"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Bulbophyllum lobbii Lindl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 60 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021353-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgmllc
title: Occurrence Download

description: A dataset containing 2903 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Système d'Information sur la Nature et les Paysages d'Ile de France - Données de la Réserve Naturelle Nationale de Saint-Quentin-en-Yvelines provenant de la base de donnée du SINP Île-de-France CETTIA"
 ]
}

 The dataset includes 2903 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011437-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghi6mb
title: Occurrence Download

description: A dataset containing 13191 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paroaria gularis (Linnaeus, 1766)"
 ]
}

 The dataset includes 13191 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016201-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/808043fe9275d010552f00637ebb9d54
title: Interagency Ecological Program and US Fish and Wildlife Service: Enhanced Delta Smelt Monitoring Program Experimental Larval Survey Data 2018-2019

description: The United States Fish and Wildlife Service’s (USFWS) Experimental Larval Survey was designed and implemented by the Enhanced Delta Smelt Monitoring Program to assess alternative sampling methods for monitoring the larval life stages of the federally endangered Delta Smelt (Hypomesus transpacificus) within the San Francisco Estuary, California, USA. From 2018 to 2019, four different sampling methods (Beach Seine, Manta Trawl Net, 20-mm Surface Trawl Net, 20-mm Midwater Trawl Net) nested in time and space were used to estimate the occupancy rate, relative density, and size distribution of larval Delta Smelt across sampling methods and water depth strata within the San Francisco Estuary.
 For more information on the Lodi USFWS Office and the Enhanced Delta Smelt Monitoring Program: https://www.fws.gov/lodi/.
DOI: 10.15468/dl.bgp4fx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((112.417 -2.071823, 112.346691 -2.077388, 112.278112 -2.093947, 112.212949 -2.121092, 112.152807 -2.158155, 112.099166 -2.204225, 112.053345 -2.258168, 112.016473 -2.318656, 111.989458 -2.3842, 111.972968 -2.453189, 111.967409 -2.523922, 111.97292 -2.594659, 111.989367 -2.663658, 112.016347 -2.72922, 112.053197 -2.789729, 112.09901 -2.843695, 112.15266 -2.889789, 112.212824 -2.926873, 112.278021 -2.954035, 112.346643 -2.970605, 112.417 -2.976174, 112.487357 -2.970605, 112.555979 -2.954035, 112.621176 -2.926873, 112.68134 -2.889789, 112.73499 -2.843695, 112.780803 -2.789729, 112.817653 -2.72922, 112.844633 -2.663658, 112.86108 -2.594659, 112.866591 -2.523922, 112.861032 -2.453189, 112.844542 -2.3842, 112.817527 -2.318656, 112.780655 -2.258168, 112.734834 -2.204225, 112.681193 -2.158155, 112.621051 -2.121092, 112.555888 -2.093947, 112.487309 -2.077388, 112.417 -2.071823))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046015-251120083545085/datasets/export for details.
DOI: 10.15468/dl.g5yjad
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Goniada minuscula",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046016-251120083545085/datasets/export for details.
DOI: 10.6084/m9.figshare.30854543
title: <b>Forest structure and fragmentation dynamics in cacao-producing landscapes of Amazonas, Peru revealed by multi-temporal land-use change and spaceborne LiDAR</b>

description: This dataset contains multi-temporal land-use/land-cover data, fragmentation metrics, and GEDI LiDAR canopy structure variables used to evaluate forest integrity in cacao-producing landscapes of Amazonas, Peru. The data support analyses of long-term landscape transformation, agroforestry performance, and conservation-oriented land-use planning.
DOI: 10.6084/m9.figshare.30854543.v1
title: <b>Forest structure and fragmentation dynamics in cacao-producing landscapes of Amazonas, Peru revealed by multi-temporal land-use change and spaceborne LiDAR</b>

description: This dataset contains multi-temporal land-use/land-cover data, fragmentation metrics, and GEDI LiDAR canopy structure variables used to evaluate forest integrity in cacao-producing landscapes of Amazonas, Peru. The data support analyses of long-term landscape transformation, agroforestry performance, and conservation-oriented land-use planning.
DOI: 10.15468/dl.fqr8wa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((110.915 -2.062823, 110.844691 -2.068388, 110.776113 -2.084947, 110.710951 -2.112092, 110.650809 -2.149155, 110.597168 -2.195225, 110.551347 -2.249168, 110.514475 -2.309656, 110.487461 -2.375201, 110.470971 -2.444189, 110.465412 -2.514922, 110.470923 -2.585659, 110.48737 -2.654658, 110.51435 -2.72022, 110.5512 -2.780729, 110.597013 -2.834695, 110.650662 -2.880789, 110.710825 -2.917874, 110.776022 -2.945036, 110.844644 -2.961605, 110.915 -2.967174, 110.985356 -2.961605, 111.053978 -2.945036, 111.119175 -2.917874, 111.179338 -2.880789, 111.232987 -2.834695, 111.2788 -2.780729, 111.31565 -2.72022, 111.34263 -2.654658, 111.359077 -2.585659, 111.364588 -2.514922, 111.359029 -2.444189, 111.342539 -2.375201, 111.315525 -2.309656, 111.278653 -2.249168, 111.232832 -2.195225, 111.179191 -2.149155, 111.119049 -2.112092, 111.053887 -2.084947, 110.985309 -2.068388, 110.915 -2.062823))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046017-251120083545085/datasets/export for details.
DOI: 10.15468/dl.trnjht
title: Occurrence Download

description: A dataset containing 139963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((8.570586 47.46053, 8.557851 47.46053, 8.555932 47.44178, 8.5432 47.44178, 8.542242 47.43241, 8.529511 47.43241, 8.491319 47.43241, 8.490368 47.42304, 8.477639 47.42304, 8.476689 47.41367, 8.438506 47.41367, 8.439451 47.42304, 8.413993 47.42304, 8.414936 47.43241, 8.376744 47.43241, 8.377683 47.44178, 8.364951 47.44178, 8.365889 47.45115, 8.353156 47.45115, 8.350347 47.42304, 8.363076 47.42304, 8.362139 47.41367, 8.374867 47.41367, 8.373929 47.4043, 8.386656 47.4043, 8.385717 47.39493, 8.411167 47.39493, 8.410226 47.38557, 8.422949 47.38557, 8.422007 47.3762, 8.434729 47.3762, 8.435673 47.38557, 8.473843 47.38557, 8.472895 47.3762, 8.485618 47.3762, 8.484669 47.36683, 8.49739 47.36683, 8.495491 47.3481, 8.508209 47.3481, 8.50536 47.32001, 8.518074 47.32001, 8.516175 47.30128, 8.528885 47.30128, 8.526985 47.28256, 8.565109 47.28256, 8.564155 47.2732, 8.576861 47.2732, 8.575907 47.26384, 8.588612 47.26384, 8.587656 47.25448, 8.60036 47.25448, 8.599404 47.24512, 8.63751 47.24512, 8.63655 47.23577, 8.649251 47.23577, 8.64829 47.22641, 8.673689 47.22641, 8.672725 47.21705, 8.685423 47.21705, 8.686388 47.22641, 8.699088 47.22641, 8.700054 47.23577, 8.725456 47.23577, 8.724486 47.22641, 8.749885 47.22641, 8.762584 47.22641, 8.764533 47.24512, 8.726426 47.24512, 8.727396 47.25448, 8.701989 47.25448, 8.702957 47.26384, 8.690252 47.26384, 8.69122 47.2732, 8.640394 47.2732, 8.641356 47.28256, 8.628648 47.28256, 8.629609 47.29192, 8.6169 47.29192, 8.61786 47.30128, 8.605149 47.30128, 8.608029 47.32937, 8.595314 47.32937, 8.596274 47.33874, 8.583557 47.33874, 8.585475 47.35747, 8.598194 47.35747, 8.600116 47.3762, 8.612838 47.3762, 8.613801 47.38557, 8.626525 47.38557, 8.639248 47.38557, 8.641182 47.4043, 8.653909 47.4043, 8.654878 47.41367, 8.64215 47.41367, 8.645056 47.44178, 8.657788 47.44178, 8.658759 47.45115, 8.595092 47.45115, 8.596056 47.46053, 8.583321 47.46053, 8.584285 47.4699, 8.571548 47.4699, 8.570586 47.46053))",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 139963 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045993-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j85txk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coralliotrocha natans",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046018-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17849835
title: Data for LSTM-MDNz: a photometric dataset of QSOs for machine learning

description: Dataset OverviewThis repository provides multi-band photometric data of quasars for training and evaluating the LSTM-MDNz model. The dataset integrates observations from four major survey programs — SDSS, DESI-LS, WISE, and GALEX — covering a total of 14 bands from ultraviolet to infrared.

Data File FormatThe main data file QSO_allbands.dat is in plain ASCII text format. Each row corresponds to observational data for one quasar, with columns separated by spaces. The file includes a header, making it convenient to read and process directly using tools such as pandas.

Usage ExampleA detailed example of using the LSTM-MDNz model is described in the study by Chen et al. (2025). The corresponding example code is available in the following GitHub repository:https://github.com/zjluo-code/LSTM-MDNz

Data CitationIf you use this dataset, please cite the corresponding original paper and the relevant references for the survey programs.

Contact InformationFor any questions regarding the dataset or if further assistance is needed, please contact:zjluo@shnu.edu.cn
DOI: 10.5281/zenodo.17849834
title: Data for LSTM-MDNz: a photometric dataset of QSOs for machine learning

description: Dataset OverviewThis repository provides multi-band photometric data of quasars for training and evaluating the LSTM-MDNz model. The dataset integrates observations from four major survey programs — SDSS, DESI-LS, WISE, and GALEX — covering a total of 14 bands from ultraviolet to infrared.

Data File FormatThe main data file QSO_allbands.dat is in plain ASCII text format. Each row corresponds to observational data for one quasar, with columns separated by spaces. The file includes a header, making it convenient to read and process directly using tools such as pandas.

Usage ExampleA detailed example of using the LSTM-MDNz model is described in the study by Chen et al. (2025). The corresponding example code is available in the following GitHub repository:https://github.com/zjluo-code/LSTM-MDNz

Data CitationIf you use this dataset, please cite the corresponding original paper and the relevant references for the survey programs.

Contact InformationFor any questions regarding the dataset or if further assistance is needed, please contact:zjluo@shnu.edu.cn
DOI: 10.5281/zenodo.17887810
title: HOE-Legacy 4 cruise, Hyperpro Profiles

description: The Satlantic (now Seabird) HyperPro is an in-situ free-fall profiling unit designed to measure the apparent optical properties of the ocean with concurrent measurements of temperature, salinity, chlorophyll and dissolved matter fluorescence, and optical backscattering (a proxy for total particle load). The unit is equipped with one up-looking and one down-looking hyperspectral (350-800nm) radiometer with 10 ± 0.3 nm resolution, a WET Labs ECO-Puck Triplet, and temperature, pressure, and conductivity sensors. It also incorporates a ship-mounted surface (air) hyperspectral radiometer.  These data are collated from the vertical profiles conducted during the HOE-Legacy 4 cruise in the north Pacific Ocean.
DOI: 10.5281/zenodo.17887811
title: HOE-Legacy 4 cruise, Hyperpro Profiles

description: The Satlantic (now Seabird) HyperPro is an in-situ free-fall profiling unit designed to measure the apparent optical properties of the ocean with concurrent measurements of temperature, salinity, chlorophyll and dissolved matter fluorescence, and optical backscattering (a proxy for total particle load). The unit is equipped with one up-looking and one down-looking hyperspectral (350-800nm) radiometer with 10 ± 0.3 nm resolution, a WET Labs ECO-Puck Triplet, and temperature, pressure, and conductivity sensors. It also incorporates a ship-mounted surface (air) hyperspectral radiometer.  These data are collated from the vertical profiles conducted during the HOE-Legacy 4 cruise in the north Pacific Ocean.
DOI: 10.15468/dl.6hh8af
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microdorvillea otagensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046019-251120083545085/datasets/export for details.
DOI: 10.15468/dl.aq9chp
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pettiboneia australiensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046020-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.suacfh
title: Occurrence Download

description: A dataset containing 360358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 24.085278",
 "DecimalLatitude is less than or equal to 29.085278",
 "DecimalLongitude is greater than or equal to 100.0",
 "DecimalLongitude is less than or equal to 105.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 360358 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046006-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5833nb9v
title: MassIVE MSV000100180 - GNPS - extracts from Dendrobatids from Peru
title: Samples from skin swabs of poison frogs in Peru. Split injection mode using a desorption temperature of 250C.