cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.765j48
title: Occurrence Download

description: A dataset containing 1724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galium debile Desv.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1724 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297858-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4byute
title: Occurrence Download

description: A dataset containing 994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus leptothyrsos G.Braun",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 994 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290622-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vn678
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus graecus Boiss.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288747-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fwy6z
title: Occurrence Download

description: A dataset containing 122592 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula trachelium L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 122592 records from 470 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257604-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67yvb6
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sorbus tianschanica Rupr.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 203 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180687-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rkxq5
title: Occurrence Download

description: A dataset containing 2269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Festuca rivularis Boiss.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2269 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297365-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmgk3z
title: Occurrence Download

description: A dataset containing 1396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ilex latifolia Thunb., Ilex latifolia Thunb. ex A.Murray, Quercus ilex subsp. latifolia Sennen, 1931, Ilex latifolia var. fangii Rehder, Ilex latifolia var. subrugosa (Loes.) Hu & Tang, Ilex latifolia f. variegata Makino, Ilex latifolia f. variegata Makino ex H.Hara, Ilex latifolia var. variegata Makino, Ilex latifolia var. variegata Makino ex H.Hara, Ilex latifolia f. puberula W.P.Fang & Z.M.Tan, Ilex latifolia var. tarajo (Göpp.) Lavallée, Ilex affinis var. latifolia Reissek, Ilex opaca var. latifolia Beissn., 1903, Ilex pubiflora var. latifolia Reissek, Ilex coronaria var. latifolia Reissek, Ilex crenata var. latifolia Goldring, Ilex aquifolium var. latifolia Loudon, Ilex cassine var. latifolia Aiton, Ilex martiniana var. latifolia Reissek, Ilex crenata f. latifolia (Goldring) Rehder, Ilex opaca var. latifolia Raf., Ilex aquifolium var. argentea-latifolia T.Moore, Quercus ilex var. latifolia Lodd., Ilex acrodonta var. latifolia Reissek, Ilex amara var. latifolia Loes., Ilex paraguariensis var. latifolia Reissek, Ilex paraguariensis f. latifolia (Reissek) Chodat)"
 ]
}

 The dataset includes 1396 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083291-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xe66mn
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhagoletis pomonella (Walsh, 1867))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 303 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083292-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6h28wn
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platycapnos tenuiloba Pomel",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 337 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294284-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74jb7m
title: Occurrence Download

description: A dataset containing 8971 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ornithogalum nutans L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8971 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298215-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7a6xc9
title: Occurrence Download

description: A dataset containing 4962 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adenocarpus complicatus (L.) J.Gay",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4962 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285848-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atqy7f
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "TaxonKey is Pogonocherus perroudi"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008351-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jre7pg
title: Occurrence Download

description: A dataset containing 113779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Specimen)",
 "Country is Denmark",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Lutra lutra, Castor fiber, Canis lupus, Myotis daubentonii, Myotis dasycneme, Myotis mystacinus, Myotis brandtii, Myotis nattereri, Myotis bechsteinii, Vespertilio murinus, Nyctalus noctula, Barbastella barbastellus, Plecotus auritus, Pipistrellus pygmaeus, Pipistrellus nathusii, Pipistrellus pipistrellus, Muscardinus avellanarius, Sicista betulina, Emys orbicularis, Lacerta agilis, Coronella austriaca, Elaphe longissima, Triturus cristatus, Bombina bombina, Pelobates fuscus, Hyla arborea, Rana arvalis, Rana dalmatina, Bufo calamita, Bufo viridis, Coregonus oxyrinchus, Dytiscus latissimus, Graphoderus bilineatus, Osmoderma eremita, Maculinea arion, Aeshna viridis, Leucorrhinia pectoralis, Ophiogomphus cecilia, Unio crassus, Botrychium simplex, Cypripedium calceolus, Liparis loeselii, Luronium natans, Saxifraga hirculus, Apium repens, Eptesicus serotinus, Bufo calamita, Bufo calamita alpestris, Acipenser sturio, Coenonympha hero, Coregonus albula, Coronella austriaca, Epidalea calamita, Helosciadium repens, Lycaena dispar, Najas flexilis, Nymphalis vaualbum, Proserpinus proserpina, Zamenis longissimus)",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 113779 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008341-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17478153
title: Compound Flood Modelling in the Philadelphia-Schuylkill System

description: This dataset contains the data and scripts used to reproduce the figures in the paper "Climate-Extremes at the City-River Interface: Insights from the Philadelphia-Schuylkill System". It also includes the processing scripts for the model inputs—rainfall, river discharge, tides, and elevation models— used in the LISFLOOD_FP model [1].

[1] https://zenodo.org/records/6912932
DOI: 10.5281/zenodo.17478154
title: Compound Flood Modelling in the Philadelphia-Schuylkill System

description: This dataset contains the data and scripts used to reproduce the figures in the paper "Climate-Extremes at the City-River Interface: Insights from the Philadelphia-Schuylkill System". It also includes the processing scripts for the model inputs—rainfall, river discharge, tides, and elevation models— used in the LISFLOOD_FP model [1].

[1] https://zenodo.org/records/6912932
DOI: 10.15468/dl.323h76
title: Occurrence Download

description: A dataset containing 3960 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinolophus ferrumequinum"
 ]
}

 The dataset includes 3960 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000247-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxl1di
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026955-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qlwxgs
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002943-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hau2rg
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021658-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhfe5c
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003011-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nibxwn
title: Occurrence Download

description: A dataset containing 1391799099 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1391799099 records from 28998 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016808-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20383/103.0935
title: An ERA5-based Dataset for Atmospheric River Analysis (EDARA): Multi-decade numerical and graphical catalogues

description: Atmospheric rivers form a critical link between weather and climate variability. This dataset contains 12 relevant meteorological variables for atmospheric river analysis. These variables were derived from the European Centre for Medium-Range Weather Forecast atmospheric reanalysis version 5 (ERA5). They are available at 6-hour intervals from 1940 onwards, covering the Earth on a regular latitude-longitude grid of 0.25 degrees. Also included in the dataset is an interactive web browser-based graphical tool for visualising the atmospheric river evolution on regional (North America) and global scales. This ERA5-based Dataset for Atmospheric River Analysis (EDARA) may serve as a valuable resource for AR-related research and applications. The 12 meteorological variables included in the EDARA data files are: two (eastward and northward) components of the integrated vapour transport (Qu and Qv), integrated water vapour (IWV), column relative humidity (CRH), total precipitation rate (TPR), 6-hour total precipitation (TP6H), 10 metre gusty wind speed (GWS10m), lower-tropospheric mean temperature (LTMT), 2 metre temperature (T2m), mean sea level pressure (MSLP), and two atmospheric river shape variables (ARS and MARS) based on the tARget-v3 algorithm and a modified version of it.
DOI: 10.20383/102.0402
title: Predicted 21st Century Non-growing Season Net Ecosystem Exchanges of CO2 from the Mer Bleue Bog: Support Vector Regression Model Outputs for RCP2.6, RCP4.5 and RCP8.5

description: In this study, we determine key environmental variables affecting non-growing season net ecosystem exchanges of CO2 (NGS-NEE) from a temperate peatland (Mer Bleue Bog; Ottawa, Canada) and predict future NGS-NEE under three climate scenarios (RCP2.6, RCP4.5, and RCP8.5) using a variable selection methodology, global sensitivity analysis, and data-driven model. Future NGS-NEE predictions, model training parameters, and global sensitivity analysis results are provided.
DOI: 10.5281/zenodo.18511190
title: English interiors: 1052-1057
DOI: 10.5281/zenodo.18511189
title: English interiors: 1052-1057
DOI: 10.15468/dl.hv2rfa
title: Occurrence Download

description: A dataset containing 949 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthus salicifolius"
 ]
}

 The dataset includes 949 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017445-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q47mvt
title: Occurrence Download

description: A dataset containing 8238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthus angustifolius"
 ]
}

 The dataset includes 8238 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017446-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18511178
title: METHODS FOR DETERMINING TAX BURDEN AND WAYS TO OPTIMIZE IT

description: This study examines methods for determining the tax burden on businesses and individuals in Uzbekistan and explores ways to optimize it for economic efficiency and compliance. It analyzes approaches to calculating tax liabilities, evaluating effective tax rates, and assessing the impact of tax obligations on financial performance. The research also explores strategies to reduce excessive tax burdens, improve transparency, and enhance taxpayer compliance. By reviewing legislation, statistical data, and international best practices, the study provides recommendations to ensure a fair, efficient, and optimized taxation system.
DOI: 10.5281/zenodo.18511179
title: METHODS FOR DETERMINING TAX BURDEN AND WAYS TO OPTIMIZE IT

description: This study examines methods for determining the tax burden on businesses and individuals in Uzbekistan and explores ways to optimize it for economic efficiency and compliance. It analyzes approaches to calculating tax liabilities, evaluating effective tax rates, and assessing the impact of tax obligations on financial performance. The research also explores strategies to reduce excessive tax burdens, improve transparency, and enhance taxpayer compliance. By reviewing legislation, statistical data, and international best practices, the study provides recommendations to ensure a fair, efficient, and optimized taxation system.
DOI: 10.15468/dl.9rkmq5
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea sagittifolia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 321 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017447-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14757266
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18511168
title: Christopher Salas Farm (LiDAR) February 4 2026

description: This orthomosaic of Ordot-Chalan Pago, Guam was created from 240 images taken on February 4 2026, at 150ft AGL, with a DJI Matrice 350 . The mission was planned using the DJI Pilot application and post-processed using DJI Terra.

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012)
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization. All drone imagery was obtained in accordance with FAA guidelines and applicable local laws, with all necessary authorizations secured to ensure safe and legal operation.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.5281/zenodo.18511111
title: Frankie Quinata Farm (LiDAR) February 4 2026

description: This orthomosaic of Talo'fo'fo, Guam was created from 336 images taken on February 4 2026, at 150ft AGL, with a DJI Matrice 350 . The mission was planned using the DJI Pilot application and post-processed using DJI Terra.

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization. All drone imagery was obtained in accordance with FAA guidelines and applicable local laws, with all necessary authorizations secured to ensure safe and legal operation.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.15468/dl.a7zstu
title: Occurrence Download

description: A dataset containing 2659 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 "TaxonKey is one of (Aphelocoma coerulescens [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 2659 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017448-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q88kb2
title: Occurrence Download

description: A dataset containing 782 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthus silphioides"
 ]
}

 The dataset includes 782 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017449-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aax3cr
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aaptosyax grypus",
 "BasisOfRecord is one of (Specimen)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017450-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.