cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6w3hcy
title: Occurrence Download

description: A dataset containing 9736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cupressus sempervirens L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 9736 records from 339 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009646-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnuu24
title: Occurrence Download

description: A dataset containing 32964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((41.77717 -26.59537,52.05532 -26.59537,52.05532 -11.31992,41.77717 -11.31992,41.77717 -26.59537))",
 "TaxonKey is Poaceae"
 ]
}

 The dataset includes 32964 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009648-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cx5j5
title: Occurrence Download

description: A dataset containing 9699 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sarcogyps calvus (Scopoli, 1786)"
 ]
}

 The dataset includes 9699 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009649-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe8k3g
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103 -26,106 -26,106 28,-103 28,-103 -26))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Abelia engleriana (Graebn.) Rehder"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009650-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eafsqt
title: Occurrence Download

description: A dataset containing 1041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Curculigo capitulata (Lour.) Kuntze)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 1041 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009651-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3dj2d
title: Occurrence Download

description: A dataset containing 76928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Africa, Antarctica, Asia, Oceania, Europe, North America, South America)",
 "TaxonKey is Fraxinus pennsylvanica Marshall"
 ]
}

 The dataset includes 76928 records from 434 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009635-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ckyu7
title: Occurrence Download

description: A dataset containing 774232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Madagascar",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (NE, DD, LC, NT, VU, EN, CR, EW, EX)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 774232 records from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009636-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6cga8
title: Occurrence Download

description: A dataset containing 2488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cuscuta approximata Bab.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 2488 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009654-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fges3f
title: Occurrence Download

description: A dataset containing 32964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((41.77717 -26.59537,52.05532 -26.59537,52.05532 -11.31992,41.77717 -11.31992,41.77717 -26.59537))",
 "TaxonKey is Poaceae"
 ]
}

 The dataset includes 32964 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009653-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46th28
title: Occurrence Download

description: A dataset containing 5267730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polypogon fugax Nees ex Steud., Polypogon imberbis (Phil.) Johow, Polypogon maritimus Willd., Polypremum procumbens L., Polyscias guilfoylei (W.Bull ex Cogn. & Marchal) Bailey, Polystachya concreta (Jacq.) Garay & H.R.Sweet, Polystichum luctuosum (Kunze) T.Moore, Polystichum setiferum (Forssk.) T.Moore ex Woyn., Populus ×canescens (Aiton) Sm., Poranopsis paniculata (Roxb.) Roberty, Portulaca amilis Speg., Portulaca grandiflora Hook., Posidonia oceanica (L.) Delile, Populus simonii Carrière, Populus ×tomentosa Carrière, Populus tremula L., Potentilla alba L., Potentilla anglica Laich., Potentilla collina Wibel, Potentilla erecta (L.) Raeusch., Potentilla fragiformis Willd. ex D.F.K.Schltdl., Potentilla gracilis var. fastigiata (Nutt.) S.Watson, Potentilla intermedia L., Lucuma campechiana Kunth, Pouzolzia zeylanica (L.) Benn. & R.Br., Praxelis clematidea (Griseb.) R.M.King & H.Rob., Premna odorata Blanco, Primula japonica A.Gray, Primula veris L., Neltuma laevigata (Humb. & Bonpl. ex Willd.) Britton & Rose, Neltuma pallida (Humb. & Bonpl. ex Willd.) C.E.Hughes & G.P.Lewis, Prunella laciniata (L.) L., Prunus cerasifera Ehrh., Prunus cerasoides Buch.-Ham. ex D.Don, Prunus L., Prunus fruticosa Pall., Prunus glandulosa Torr. & A.Gray, Prunus laurocerasus L., Prunus lusitanica L., Prunus maackii Rupr., Prunus mume (Siebold) Siebold & Zucc., Prunus serrulata Lindl., Prunus spinosa L., Prunus triloba Lindl., Pseudalbizzia niopoides (Spruce ex Benth.) E.J.M.Koenen & Duno, Pseudelephantopus spicatus (Juss. ex Aubl.) Rohr, Pseuderanthemum variabile (R.Br.) Radlk., Pseudocydonia sinensis (Dum.Cours.) C.K.Schneid., Pseudo-fumaria lutea (L.) Borckh., Pseudognaphalium roseum (Kunth) Anderb.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5267730 records from 6188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009641-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/escp-zc0a-td0b
title: ECMWF 125km Forecast Products Imagery - CO Southern Hemisphere Surface. Version 1.0

description: This dataset contains Southern Hemisphere ECMWF 125km Forecast Products Imagery of surface Carbon Monoxide taken during the HIPPO-2 project. The imagery are in GIF format. The imagery cover the time span from 2009-10-28 00:00:00 to 2009-11-25 00:00:00.
DOI: 10.15468/dl.t68gtu
title: Occurrence Download

description: A dataset containing 25225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 2022",
 "Continent is North America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25225 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041809-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25952/tyav-1p83
title: Optimising Flock Performance, Flock Consistency and Egg Quality in the Australian Egg Industry

description: Free-range egg production is expanding globally, particularly in Australia, due to increasing consumer awareness of animal welfare. However, challenges such as weather extremes and predators impact productivity. This study developed a machine learning-based decision support tool to address key production issues in commercial free-range systems. The research identified risk factors for short-term production losses, accurately forecasted laying rates and egg fluctuations with Random Forest models, employed cross-farm data to forecast production outcomes and applied K-means clustering to group flock performance. The findings provide data-driven strategies for early intervention, improved productivity and reduced economic losses in free-range egg farming.
description: Free-range egg production is expanding globally, particularly in Australia, due to increasing consumer awareness of animal welfare. However, challenges such as weather extremes and predators impact productivity. This study developed a machine learning-based decision support tool to address key production issues in commercial free-range systems. The research identified risk factors for short-term production losses, accurately forecasted laying rates and egg fluctuations with Random Forest models, employed cross-farm data to forecast production outcomes and applied K-means clustering to group flock performance. The findings provide data-driven strategies for early intervention, improved productivity and reduced economic losses in free-range egg farming.
DOI: 10.15468/dl.r9rdu4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brownea coccinea",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041810-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhanzj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brownea coccinea",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041812-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eu2d72
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brownea coccinea",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041811-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/bg9k-4z63-v80m
title: ECMWF 125km Forecast Products Imagery - NRT Biomass-Burning CO Tracer Southern Hemisphere Surface. Version 1.0

description: This dataset contains Southern Hemisphere ECMWF 125km Forecast Products Imagery of biomass-burning surface carbon monoxide taken during the HIPPO-2 project. The imagery are in GIF format. The imagery cover the time span from 2009-10-28 00:00:00 to 2009-11-25 00:00:00.
DOI: 10.26023/gs21-cehx-k0e
title: ECMWF 125km Forecast Products Imagery - O3 Southern Hemisphere Surface. Version 1.0

description: This dataset contains Southern Hemisphere ECMWF 125km Forecast Products Imagery of surface Ozone taken during the HIPPO-2 project. The imagery are in GIF format. The imagery cover the time span from 2009-10-28 00:00:00 to 2009-11-25 00:00:00.
DOI: 10.15468/dl.3wspuw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brownea hybrida",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041815-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/2h9h-8yya-9s0r
title: ECMWF 125km Assimilated Products Imagery - CO Global 500hPa. Version 1.0

description: This dataset contains global ECMWF 125km Assimilated Products Imagery of carbon monoxide at 500hPa taken during the HIPPO-2 project. The imagery are in GIF format. The imagery cover the time span from 2009-10-26 00:00:00 to 2009-11-25 00:00:00.
DOI: 10.15468/dl.e7e47q
title: Occurrence Download

description: A dataset containing 9982 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyttus traversi"
 ]
}

 The dataset includes 9982 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041817-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/tfn8-c9ab-9h0z
title: ECMWF 125km Assimilated Products Imagery - GEMS O3 Global 500hPa. Version 1.0

description: This dataset contains global ECMWF 125km Assimilated Products Imagery of GEMS ozone at 500hPa taken during the HIPPO-2 project. The imagery are in GIF format. The imagery cover the time span from 2009-10-26 00:00:00 to 2009-11-25 00:00:00.
DOI: 10.5281/zenodo.17254030
title: Vapor In-Cloud Profiling Radar (VIPR) datasets

description: NASA’s Vapor In-cloud Profiling Radar (VIPR) is a tunable G-band radar designed for remote sensing of humidity within clouds and precipitation. VIPR estimates humidity using the differential absorption radar (DAR) technique. These files contain radar reflectivity data and humidity estimates from measurements collected during the Investigation of Microphysics and Precipitation for Atlantic Coast-Threatening Snowstorms (IMPACTS) campaign and the Synergies of Active Optical and Active Microwave Remote Sensing Experiment (SOA2RSE) campaign.

Documentation is limited, but Millan et al.  (2024, doi: 10.5194/amt-17-539-2024)  provides a detailed description of the instrument and the associated data.
DOI: 10.5281/zenodo.17254031
title: Vapor In-Cloud Profiling Radar (VIPR) datasets

description: NASA’s Vapor In-cloud Profiling Radar (VIPR) is a tunable G-band radar designed for remote sensing of humidity within clouds and precipitation. VIPR estimates humidity using the differential absorption radar (DAR) technique. These files contain radar reflectivity data and humidity estimates from measurements collected during the Investigation of Microphysics and Precipitation for Atlantic Coast-Threatening Snowstorms (IMPACTS) campaign and the Synergies of Active Optical and Active Microwave Remote Sensing Experiment (SOA2RSE) campaign.

Documentation is limited, but Millan et al.  (2024, doi: 10.5194/amt-17-539-2024)  provides a detailed description of the instrument and the associated data.
DOI: 10.15468/dl.nwaqth
title: Occurrence Download

description: A dataset containing 133412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Polypodiaceae"
 ]
}

 The dataset includes 133412 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041808-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2n4g63
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lieinix neblina",
 "Year 1965-2015"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041818-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kqfqk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caesalpinia sappan",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041820-250920141307145/datasets/export for details.
DOI: 10.15468/dl.e5pu8v
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caesalpinia sappan",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041819-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39z7ds
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caesalpinia sappan",
 "Country is Maldives",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041821-250920141307145/datasets/export for details.
DOI: 10.26023/xx2v-h854-1n0h
title: ECMWF 125km Assimilated Products Imagery - Global Total Aerosol Optical Depth at 550nm. Version 1.0

description: This dataset contains global ECMWF 125km Assimilated Products Imagery of total aerosol optical depth at 550nm modeled during the HIPPO-2 project. The imagery are in GIF format. The imagery cover the time span from 2009-10-26 00:00:00 to 2009-11-25 00:00:00.
DOI: 10.15468/dl.fmqp9p
title: Occurrence Download

description: A dataset containing 1418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN, VU, NT, LC)",
 "OccurrenceStatus is Present",
 "TaxonKey is Colostethus"
 ]
}

 The dataset includes 1418 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041824-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwjv74
title: Occurrence Download

description: A dataset containing 3644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is USA.32_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalus",
 "Year 1990-2025"
 ]
}

 The dataset includes 3644 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041823-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcxaxw
title: Occurrence Download

description: A dataset containing 22618 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixodes ricinus"
 ]
}

 The dataset includes 22618 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041822-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/3cns-h55g-8k12
title: ECMWF 125km Assimilated Products Imagery - Global Total Column CO. Version 1.0

description: This dataset contains global ECMWF 125km Assimilated Products Imagery of total column carbon monoxide taken during the HIPPO-2 project. The imagery are in GIF format. The imagery cover the time span from 2009-10-26 00:00:00 to 2009-11-25 00:00:00.
DOI: 10.15468/dl.qhpmw9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hymenaea courbaril",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041825-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27qpv4
title: Occurrence Download

description: A dataset containing 468532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.16_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 468532 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041789-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2fcyh
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hymenaea courbaril",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041826-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/s16m-98hk-z10r
title: ECMWF 125km Assimilated Products Imagery - Global GEMS Total Column O3. Version 1.0

description: This dataset contains global ECMWF 125km Assimilated Products Imagery of GEMS total column ozone taken during the HIPPO-2 project. The imagery are in GIF format. The imagery cover the time span from 2009-10-26 00:00:00 to 2009-11-25 00:00:00.