cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/ikvves
title: Baseline (Scoping) Study, Dataset

description: Aquaculture is vital to Egypt’s economy and food security, with farmed fish accounting for 78% of all aquatic foods consumed domestically. The industry has progressed from traditional extensive systems to modern semi-intensive and intensive systems, driven by government policies and private investments. However, the sector also exerts significant environmental pressures through resource use and emissions, highlighting the need for sustainability improvements.
A detailed baseline survey was conducted in Kafr el Sheikh, Port Said, Sharkia, Beheira, and Damietta Governorates, covering 300 tilapia aquaculture farms, hatcheries, and women retailers. The survey included interviews with farm and hatchery owners, managers, and women participants.
The data collected provides an overview of the status and utilization of renewable energy among different aquaculture value chain actors. It assesses the cost-effectiveness of renewable energy-powered technologies within the aquaculture value chain in Egypt, identifies critical factors limiting the use of renewable energy, and explores opportunities for women and youth empowerment within the sector. The analysis also considers climate change constraints and examines various renewable energy solutions for Egyptian aquaculture farms, focusing on tilapia as the most widely produced species. Additionally, the report reflects on the potential benefits of these solutions in mitigating greenhouse gas emissions from Egyptian aquaculture, while briefly considering the socioeconomic implications and feasibility of these interventions.
description: Type: Dataset; Sub-type(s): Other (Renewable energy in aquaculture value chain)
DOI: 10.15468/dl.wnzf3h
title: Occurrence Download

description: A dataset containing 1191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lithobates virgatipes"
 ]
}

 The dataset includes 1191 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019839-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndwse6
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phrynobatrachus latifrons"
 ]
}

 The dataset includes 321 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019841-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atf6re
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rytidosperma virescens",
 "HasCoordinate is true"
 ]
}

 The dataset includes 185 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019842-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17774620
title: Dataset for Manuscript: Anomalous Opaque Clouds Revealed by Collocated MODIS and CALIOP Retrievals
DOI: 10.5281/zenodo.17774621
title: Dataset for Manuscript: Anomalous Opaque Clouds Revealed by Collocated MODIS and CALIOP Retrievals
DOI: 10.15468/dl.6tyfts
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((39.72 21.32,39.93 21.32,39.93 21.52,39.72 21.52,39.72 21.32))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Passeriformes",
 "Year 2002-2024"
 ]
}

 The dataset includes 104 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019843-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnex74
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia africana-caerulea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 127 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019844-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdmtdm
title: Occurrence Download

description: A dataset containing 13574 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diploderma"
 ]
}

 The dataset includes 13574 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019845-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tchdhb
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picea koraiensis"
 ]
}

 The dataset includes 539 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019846-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vk3qp4
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Astragalus arcuatus"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019848-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3pxg7
title: Occurrence Download

description: A dataset containing 597 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dysphania incisa"
 ]
}

 The dataset includes 597 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019847-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29918462.v1
title: Raw data from the study titled "<b>Exposure to predators induces phenotypic plasticity in cone opsin expression profiles but not in eye size of female Trinidad guppies (</b><b><i>Poecilia reticulata</i></b><b>)</b>"

description: Two separate CSV files contain raw data regarding SL, eye area, and pupil area of sampled specimens, as well as the qPCR results for the expression levels of cone opsin genes.
DOI: 10.15468/dl.qdgj5t
title: Occurrence Download

description: A dataset containing 3572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Parthenium hysterophorus"
 ]
}

 The dataset includes 3572 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019849-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ffmjc
title: Occurrence Download

description: A dataset containing 797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia austriaca",
 "HasCoordinate is true"
 ]
}

 The dataset includes 797 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019851-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dceuzm
title: Occurrence Download

description: A dataset containing 8163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sporobolus virginicus",
 "Year 1980-2025"
 ]
}

 The dataset includes 8163 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019850-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmenef
title: Occurrence Download

description: A dataset containing 346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lycium barbarum"
 ]
}

 The dataset includes 346 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019852-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17597278
title: Integrating Protein Language and Geometric Deep Learning Models for Enhanced Vaccine Antigen Prediction

description: All data supporting the findings of this study are available within the article and its Supplementary Information files. The curated protective antigen datasets (positive and negative) generated and analyzed in this study are provided in Supplementary Data 1. The structural confidence metrics (pLDDT, pTM, PAE) for all 6,600 proteins are provided in Supplementary Data 2. The third-party validation dataset is provided in Supplementary Data 3. The Mpox virus proteome information is provided in Supplementary Data 4 , and the antigen prediction scores are in Supplementary Data 5. The homology analysis for G10R is provided in Supplementary Data 6. The complete dataset and all source data for figures are also publicly available in the Zenodo repository.
DOI: 10.15468/dl.fp96n2
title: Occurrence Download

description: A dataset containing 597 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dysphania incisa"
 ]
}

 The dataset includes 597 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019856-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w66pau
title: Occurrence Download

description: A dataset containing 15599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia columbariae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15599 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019855-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gf8fp9
title: Occurrence Download

description: A dataset containing 9604 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spodoptera litura"
 ]
}

 The dataset includes 9604 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019858-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hypd5y
title: Occurrence Download

description: A dataset containing 71933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lithobates pipiens"
 ]
}

 The dataset includes 71933 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019817-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj7m22
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ololygon obtriangulata"
 ]
}

 The dataset includes 145 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019859-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnwr8j
title: Occurrence Download

description: A dataset containing 3572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Parthenium hysterophorus"
 ]
}

 The dataset includes 3572 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019860-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgv4f8
title: Occurrence Download

description: A dataset listing the 13785 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON (((-155.9 19.35, -156.05 19.65, -155.85 19.95, -155.9 20.25, -155.2 20, -154.8 19.55, -155 19.3, -155.5 19.15, -155.65 18.9, -155.9 19.05, -155.9 19.35)), ((-156.4 20.6, -156.7 21, -156 20.8, -156.1 20.6, -156.4 20.6)), ((-157 21.1, -157.3 21.15, -156.7 21.15, -157 21.1)), ((-157.05 20.85, -156.85 20.9, -156.8 20.75, -157.05 20.85)), ((-158.05 21.3, -158.3 21.6, -157.95 21.7, -157.7 21.25, -158.05 21.3)), ((-159.5 21.85, -159.8 22.05, -159.45 22.25, -159.3 22.05, -159.5 21.85)))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1960",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 13785 records were derived from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050836-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h62aia
title: Occurrence Download

description: A dataset containing 1513 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A geographic distribution database of Mononychellus mites (Acari: Tetranychidae) on cassava (Manihot esculenta)"
 ]
}

 The dataset includes 1513 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003678-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84etxj
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Costa Rica",
 "TaxonKey is Castilla elastica Cerv."
 ]
}

 The dataset includes 116 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033898-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eszh2t
title: Occurrence Download

description: A dataset containing 6656 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nestor notabilis Gould, 1856"
 ]
}

 The dataset includes 6656 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0337640-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqohns
title: Occurrence Download

description: A dataset containing 6918056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "DecimalLatitude is greater than 40.1520780321072",
 "DecimalLatitude is less than 40.9009476216427",
 "DecimalLongitude is greater than -74.4566539419722",
 "DecimalLongitude is less than -73.4578687694633"
 ]
}

 The dataset includes 6918056 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003678-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rogprx
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "Year 1960-2019",
 "TaxonKey is Adenostemma lavenia (L.) Kuntze"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002941-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szbcpa
title: Occurrence Download

description: A dataset containing 21572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Estudios bióticos (Plantas, Fauna Edáfica, Anfibios y Aves) en los Complejos de páramos Guantiva - La Rusia"
 ]
}

 The dataset includes 21572 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042403-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2pepe
title: Occurrence Download

description: A dataset containing 20369 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemidactylus frenatus Schlegel, 1836"
 ]
}

 The dataset includes 20369 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003678-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4ug5z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Farsetia pendula Boiss."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042389-220831081235567/datasets/export for details.
DOI: 10.15468/dl.7rwyx9
title: Occurrence Download

description: A dataset containing 2163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Biodiversidad asociada al gasoducto Loop Jobo-Majaguas"
 ]
}

 The dataset includes 2163 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042405-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pu3ntf
title: Occurrence Download

description: A dataset containing 6658 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nestor notabilis Gould, 1856"
 ]
}

 The dataset includes 6658 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0337654-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcenkb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Antarctic Penguin Biogeography Project: Database of abundance and distribution for the Adélie, chinstrap, gentoo, emperor, macaroni, and king penguin south of 60 S"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008195-181003121212138/datasets/export for details.
DOI: 10.15468/dl.vqb2bz
title: Occurrence Download

description: A dataset containing 891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.36182 -47.63916,-76.0669 -53.93799,-67.66113 -57.48535,-56.48682 -53.10791,-40.22705 -21.12549,-52.26685 -20.47485,-54.57519 -19.69238,-55.63599 -19.81567,-56.63696 -19.6936,-58.04932 -19.51416,-60.1001 -18.78174,-61.90003 -19.50256,-62.81372 -21.30493,-64.49829 -22.18384,-66.52466 -21.67114,-69.11255 -17.52075,-69.91455 -17.41455,-70.45166 -18.39111,-78.36182 -47.63916))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gouania Jacq."
 ]
}

 The dataset includes 891 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078596-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjmczz
title: Occurrence Download

description: A dataset containing 113339 species occurrences available in GBIF matching the query:
{
 "RecordedBy" : [
 "is one of (cbgunter, cdipiazza, Celeste, cemay, Central Hardwoods Invasive Plant Network CHIP-N Joint Aquatic Invasive Species Survey, Cesar Garcia, cgbrennan, cgrigal, Chalon Boesel, Chantel, Charles Andrews, Charlie Hohn, charliesalongaswan, Chas. C. Deam, chazzickus, chedge3, chelseagendreau, Chia aka Cory Chiappone, chicagomrh, Cholewa, A., Chris Kreussling (Flatbush Gardener), Chris Merkord, Christopher, Christopher Aucoin, Christopher D. Tyrrell;Jessica M. Orlofske, Christopher Fichtel;\\xca, Christopher Reimus, Christopher Tracey, Cibulka and Gale; Dan Cibulka and Eric Gale, Cibulka and Hanke; Dan Cibulka and Todd Hanke)"
 ]
}

 The dataset includes 113339 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056726-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrb6u4
title: Occurrence Download

description: A dataset containing 3255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polychrotidae",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3255 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003679-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.391zpe
title: Occurrence Download

description: A dataset containing 596 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lemur catta Linnaeus, 1758"
 ]
}

 The dataset includes 596 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002945-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbn8n3
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Programa de monitoreo comunitario de biodiversidad en RNSC de las veredas Altagracia y Porvenir del Gauchiría, Trinidad, Casanare."
 ]
}

 The dataset includes 272 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042425-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pu73qs
title: Occurrence Download

description: A dataset containing 1985 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polites peckius (Kirby, 1837)"
 ]
}

 The dataset includes 1985 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003679-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.