cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gn4zqq
title: Occurrence Download

description: A dataset containing 6225115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.83789 1.93323,-72.50977 -3.16246,-71.10352 -2.98693,-69.43359 -4.56547,-68.81836 0.70311,-67.28027 1.93323,-67.63184 4.03962,-67.63184 6.05316,-69.12598 6.40265,-72.37793 7.1881,-72.99316 9.62241,-70.7959 12.55456,-74.04785 10.83331,-77.08008 7.53676,-77.21191 3.60114,-78.83789 1.93323))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6225115 records from 1431 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019516-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpnbw7
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Zimbabwe",
 "TaxonKey is Anopheles arabiensis Patton, 1905"
 ]
}

 The dataset includes 58 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012566-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mznyv
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 {
 "or" : [
 "Country is China",
 "Country is Japan",
 "Country is Chinese Taipei",
 "Country is Korea, Republic of"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Camellia oleifera Abel."
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030823-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjwsgf
title: Occurrence Download

description: A dataset containing 214364 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données ONEMA BDMAP 1966/2012"
 ]
}

 The dataset includes 214364 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026150-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejrmvw
title: Occurrence Download

description: A dataset containing 2809 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rynchops flavirostris Vieillot, 1816"
 ]
}

 The dataset includes 2809 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012567-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwtc8e
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sciurocheirus Gray, 1872"
 ]
}

 The dataset includes 180 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076326-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnvfak
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.2_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Ortalis garrula (Humboldt, 1805)"
 ]
}

 The dataset includes 520 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076328-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5fsfv
title: Occurrence Download

description: A dataset containing 819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyphessobrycon eques (Steindachner, 1882)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 819 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076330-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsp26p
title: Occurrence Download

description: A dataset containing 34984488 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Brazil"
 ]
}

 The dataset includes 34984488 records from 5231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076316-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14848162
title: A mechanism for quantum-critical Planckian metal phase in high-temperature cuprate superconductors
DOI: 10.5281/zenodo.14848163
title: A mechanism for quantum-critical Planckian metal phase in high-temperature cuprate superconductors
DOI: 10.6084/m9.figshare.28450226
title: <b>Trees show </b><b>higher resilience</b><b> than herbs under phosphorus deficit induced by 12-year simulated acid rain</b>

description: Acid rain, with 60% deposition in Asia, may exacerbate plant phosphorus (P) limitation; however, its long-term effects on different plant life-forms remain largely undetermined. Understanding these effects is essential for predicting ecosystem resilience and promoting forest health under environmental change. Herein, we investigated the P status in two tree and two herb species and their rhizosphere soils after 12 years of acid treatment at three pH levels (pH: 4.0, 3.5, and 3.0) in a tropical forest in Southern China. We found that leaf, litter, and root P; leaf N and P resorption efficiency, and their ratios remained stable in trees; however, herb leaf and litter P levels declined. Acid addition reduced inorganic P in tree rhizosphere soil and inorganic and organic P in herb rhizosphere soil. Rhizosphere soil P fractions were more regulated by soil physicochemical properties and less regulated by microbial community in trees than herbs. Under long-term simulated acid rain, stable tree P status benefited from soil inorganic P depletion, and herbs partially met their P requirements via biological mineralization of soil organic P. These distinct P-associated responses and acquisition strategies provide insights into safeguarding forest health among plants of different functional types under long-term acid rain events.
DOI: 10.5281/zenodo.14903302
title: AMPERE Summary Plot Movies (2013-Feb)

description: 2013-Feb AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.
DOI: 10.5281/zenodo.14903303
title: AMPERE Summary Plot Movies (2013-Feb)

description: 2013-Feb AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.
DOI: 10.15468/dl.2kc8kh
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (United States of America, Australia)",
 "Year 2015-2025"
 ]
}

 The dataset includes 72 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004380-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aq6zr7
title: Occurrence Download

description: A dataset containing 74927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-114.54 31.01,-97.6 31.01,-97.6 37.38,-114.54 37.38,-114.54 31.01))",
 "HasCoordinate is true",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 74927 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004379-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcqqxf
title: Occurrence Download

description: A dataset containing 5323 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de anidación y liberación de tortugas marinas en el municipio de Santa Marta"
 ]
}

 The dataset includes 5323 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004381-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5ansd
title: Occurrence Download

description: A dataset containing 6905 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tricholoma matsutake (S.Ito & S.Imai) Singer"
 ]
}

 The dataset includes 6905 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004382-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9wkrf
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-114.54 31.01,-97.6 31.01,-97.6 37.38,-114.54 37.38,-114.54 31.01))",
 "HasCoordinate is true",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ochrophyta"
 ]
}

 The dataset includes 428 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004383-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14903293
title: agricultural_productivity.csv

description:  Agricultural productivity data (kg/ha) for soybeans, corn, and sugarcane, including planted area (ha), public stocks, and overall production values. Raw, unmodified data.
DOI: 10.5281/zenodo.14903294
title: agricultural_productivity.csv

description:  Agricultural productivity data (kg/ha) for soybeans, corn, and sugarcane, including planted area (ha), public stocks, and overall production values. Raw, unmodified data.
DOI: 10.5281/zenodo.14903312
title: fertilizer_use.csv

description: Fertilizer (NPK) application in kg/ha. Raw, unmodified data.
DOI: 10.5281/zenodo.14903311
title: fertilizer_use.csv

description: Fertilizer (NPK) application in kg/ha. Raw, unmodified data.
DOI: 10.6084/m9.figshare.28455389
title: BD_MACHINE_LEARNING_PARKINSON.xlsx

description: Database Machine Learning Parkinson Disease
DOI: 10.15468/dl.uan5dc
title: Occurrence Download

description: A dataset containing 6590 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus palmeri S.Watson"
 ]
}

 The dataset includes 6590 records from 276 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004384-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65tght
title: Occurrence Download

description: A dataset containing 1691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Paraponera clavata (Fabricius, 1775)"
 ]
}

 The dataset includes 1691 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004386-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14903319
title: AMPERE Summary Plot Movies (2013-Mar)

description: 2013-Mar AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.
DOI: 10.5281/zenodo.14903320
title: AMPERE Summary Plot Movies (2013-Mar)

description: 2013-Mar AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.
DOI: 10.5281/zenodo.14903362
title: Dataset Questionnaire E-WOM Credibility, Brand Image, Online Purchase Intention

description: This dataset contains respondents' answers regarding E-WOM Credibility, Brand Image, Online Purchase Intention
DOI: 10.5281/zenodo.14903363
title: Dataset Questionnaire E-WOM Credibility, Brand Image, Online Purchase Intention

description: This dataset contains respondents' answers regarding E-WOM Credibility, Brand Image, Online Purchase Intention
DOI: 10.6084/m9.figshare.28448441.v2
title: Monthly_average_for_each_year.7z

description: 该数据集基于多颗卫星 NO<sub>2</sub> 柱浓度数据的融合，结合气象再分析数据、人类活动数据等地理相关变量，利用机器学习模型生成<sub>2</sub> 2014 年至 2020 年中国大陆月平均近地表 NO 2 浓度及其分布。我国近地表 NO 2 月平均浓度<sub>2</sub>为 18.06±5.75μg/m<sup>3</sup>，近地表 NO<sub>2</sub> 浓度和分布随时间变化显著。总体而言，全国近地表 NO<sub>2</sub>主要分布在经济发展水平高、人口密集的地区，省会城市间距离较近，在空间上呈斑块状分布。
DOI: 10.15468/dl.rc4fjd
title: Occurrence Download

description: A dataset containing 2071 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is HBRG Badger Dataset"
 ]
}

 The dataset includes 2071 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004389-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66yn6s
title: Occurrence Download

description: A dataset containing 2071 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is HBRG Badger Dataset"
 ]
}

 The dataset includes 2071 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004390-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2sjvh
title: Occurrence Download

description: A dataset containing 6624099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pica pica (Linnaeus, 1758)",
 "Year 1910-2025"
 ]
}

 The dataset includes 6624099 records from 5053 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004385-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5523/bris.3ka9antye8n8j1zcl3tulelrun
title: Sanitation and Climate: Assessing Resilience and Emissions: GHG data
title: SCARE GHG

description: This data repository contains the data on field measurements of greenhouse gas emissions and associated data from Ethiopia, Nepal, Senegal and Uganda collected under the SCARE project. There are 3 datasets: 1) the data from several rounds of monitoring of GHGs (annual GHG data); data from 24-hour samplig of selected containments; 3) data from the emptying and re-filling of selected containments.
DOI: 10.25592/uhhfdm.16290
title: Prediction of the clogging time for continuous emulsion copolymerization in a tubular reactor using Distributed Optical Fiber Sensors

description: Data set accompanying the publication "Prediction of the clogging time for continuous emulsion copolymerization in a tubular reactor using Distributed Optical Fiber Sensors"
DOI: 10.25592/uhhfdm.16289
title: Prediction of the clogging time for continuous emulsion copolymerization in a tubular reactor using Distributed Optical Fiber Sensors

description: Data set accompanying the publication "Prediction of the clogging time for continuous emulsion copolymerization in a tubular reactor using Distributed Optical Fiber Sensors"
DOI: 10.15468/dl.tukbbp
title: Occurrence Download

description: A dataset containing 1427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Makaira nigricans Lacepède, 1802"
 ]
}

 The dataset includes 1427 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000743-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbwydq
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is EWT: Carnivore Conservation Programme Cheetah Tracking Data"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000715-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zvzzj
title: Occurrence Download

description: A dataset containing 244 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-103.32148 20.61864,-103.31186 20.6175,-103.31186 20.61365,-103.31063 20.61346,-103.3093 20.61742,-103.30901 20.61737,-103.30816 20.62002,-103.30801 20.62094,-103.30825 20.62407,-103.31155 20.62337,-103.31787 20.6238,-103.32104 20.62426,-103.32148 20.61864))"
 ]
}

 The dataset includes 244 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000744-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfrhuy
title: Occurrence Download

description: A dataset containing 76701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Xiphias gladius Linnaeus, 1758",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 76701 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000741-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25592/uhhfdm.16152
title: Besondere Lernleistung im Fach Kunst

description: Besondere Lernleistung von Michelle (Vollversion)
DOI: 10.25592/uhhfdm.16151
title: Besondere Lernleistung im Fach Kunst

description: Besondere Lernleistung von Michelle (Vollversion)
DOI: 10.15468/dl.rjs2by
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orcinus orca (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-119.66309 31.40054, -118.93799 29.20012, -115.41138 29.82158, -116.521 31.99876, -119.66309 31.40054))"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000745-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdczxm
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (The mammals collection (ZM) of the Muséum national d'Histoire naturelle (MNHN - Paris), AMNH Mammal Collections)",
 "TaxonKey is Tapirus pinchaque (Roulin, 1829)"
 ]
}

 The dataset includes 34 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000746-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khsa6q
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apiomerus floridensis Berniker & Szerlip, 2011"
 ]
}

 The dataset includes 121 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000747-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qp3xh6
title: Occurrence Download

description: A dataset containing 23441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.5 0.71157,-79.47381 -0.04798,-78.64878 -0.53253,-77.65349 -0.6242,-77.6404 0.16155,-78.77973 0.69848,-79.5 0.71157))",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 23441 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000748-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2faaaj
title: Occurrence Download

description: A dataset containing 41757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-80.53079 44.0076,-75.43478 44.0076,-75.43478 45.60258,-80.53079 45.60258,-80.53079 44.0076))",
 "TaxonKey is Dolichonyx oryzivorus (Linnaeus, 1758)",
 "Year 2003-2024"
 ]
}

 The dataset includes 41757 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000749-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13851270
title: Annotated Cows in Aerial Images - Test Set for Livestock Detection Models

description: This dataset contains a test set of aerial images from fields in Juchowo, Poland and Wageningen, the Netherlands, with annotated cows. The annotations are provided in a CSV format containing image file paths, bounding box coordinates (xmin, ymin, xmax, ymax), and labels for the objects (cows). The dataset is intended for evaluating livestock detection models in deep learning, particularly DeepForest.

The images and their corresponding bounding box annotations are included in this archive. The test set consists of 10% of the total images, split from the original dataset created by G.J. Franke and Sander Mucher, which is available in [Harvard Dataverse](https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/N7GJYU). This dataset is part of the GenTORE project (https://www.gentore.eu), focusing on precision livestock farming using automated detection and deep learning techniques.

Contributions

Notebook





Alejandro Coca-Castro (author), The Alan Turing Institute, @acocac



Dataset reference and documentation





Franke, G.J., & Mucher, S. (2021). Annotated cows in aerial images for use in deep learning models. Harvard Dataverse. https://doi.org/10.7910/DVN/N7GJYU