cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.p7axlg
title: Occurrence Download

description: A dataset containing 609 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Countryside Council for Wales - Bat Roosts Database- South Wales"
 ]
}

 The dataset includes 609 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011595-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fp98q9
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hygrophila acinos (S.Moore) Heine"
 ]
}

 The dataset includes 107 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031280-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6x3sa
title: Occurrence Download

description: A dataset containing 1585502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Accipiter nisus (Linnaeus, 1758)",
 "HasCoordinate is True",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2021",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False"
 ]
}

 The dataset includes 1585502 records from 728 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0348154-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17079772
title: Dataset for SAT-based Techniques for Lexicographically Smallest Finite Models
DOI: 10.5281/zenodo.17079774
title: Dataset for SAT-based Techniques for Lexicographically Smallest Finite Models
DOI: 10.5281/zenodo.17076655
title: PUDL Raw EIA Form 930 -- Hourly and Daily Balancing Authority Operations Report

description: The EIA Form 930 provides hourly demand and generation statistics by balancing area (or sub-balancing area in the case of some larger areas). These statistics include a breakdown by energy source (coal, gas, hydro, wind, solar, etc.) as well as interchange between the balancing areas, including international exchanges with Canada and Mexico. Archived from 
https://www.eia.gov/electricity/gridmonitor/

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.15468/dl.czn82v
title: Occurrence Download

description: A dataset containing 4610 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Wetland Algae"
 ]
}

 The dataset includes 4610 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006910-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxn3tx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2013",
 "Month is greater than or equal to October",
 "Country is Netherlands",
 "TaxonKey is Diplopoda"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003681-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vriwl
title: Occurrence Download

description: A dataset containing 8568037 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 1000-2013",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8568037 records from 1378 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000209-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3masut
title: Occurrence Download

description: A dataset containing 1351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyananthus delavayi Franch., Cyananthus incanus Hook.f. & Thomson, Cyananthus formosus Diels, Cyananthus hookeri C.B.Clarke, Cyananthus macrocalyx Franch.)",
 "Continent is Asia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1351 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006915-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xu9db
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (South America, North America)",
 "TaxonKey is Bothrops venezuelensis Sandner-Montilla, 1952"
 ]
}

 The dataset includes 58 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012443-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwgr5o
title: Occurrence Download

description: A dataset containing 22033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 {
 "or" : [
 "TaxonKey is Cheilanthes maderensis Lowe",
 "TaxonKey is Cystopteris fragilis subsp. huteri (Hausm. ex Milde) Prada & Salvo",
 "TaxonKey is Festuca nevadensis (Hack.) Markgr.-Dann.",
 "TaxonKey is Polygonum amphibium",
 "TaxonKey is Ruscus hypophyllum L.",
 "TaxonKey is Aristolochia baetica L.",
 "TaxonKey is Saponaria officinalis L.",
 "TaxonKey is Festuca triflora Desf.",
 "TaxonKey is Saxifraga almeriensis Willk. ex P.Vargas",
 "TaxonKey is Frankenia thymifolia Desf.",
 "TaxonKey is Saxifraga carpetana Boiss. & Reut.",
 "TaxonKey is Genista tricuspidata Desf.",
 "TaxonKey is Saxifraga dichotoma Willd. ex Sternb.",
 "TaxonKey is Anemone palmata L.",
 "TaxonKey is Aquilegia vulgaris L.",
 "TaxonKey is Seseli montanum subsp. granatense (Willk.) C.Pardo",
 "TaxonKey is Halimium umbellatum (L.) Spach",
 "TaxonKey is Berberis hispanica Boiss. & Reut.",
 "TaxonKey is Chelidonium majus L.",
 "TaxonKey is Sarcocapnos enneaphylla (L.) DC.",
 "TaxonKey is Paronychia kapela subsp. baetica Kupfer",
 "TaxonKey is Pteranthus dichotomus Forssk.",
 "TaxonKey is Iberis pectinata Boiss.",
 "TaxonKey is Sideritis chamaedryfolia subsp. chamaedryfolia",
 "TaxonKey is Sideritis chamaedryfolia subsp. littoralis M.B.Crespo, Solanas, De la Torre & Payá"
 ]
 }
 ]
}

 The dataset includes 22033 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002132-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25901/85zn-5370
title: Daly Pasture Flux Data Release 2024_v1
DOI: 10.15468/dl.6hxm8v
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aletris foliolosa Stapf"
 ]
}

 The dataset includes 77 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000514-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rydy7
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marmosa canescens (J.A.Allen, 1893)"
 ]
}

 The dataset includes 214 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002132-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qkggy
title: Occurrence Download

description: A dataset containing 626572 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corvus splendens Vieillot, 1817"
 ]
}

 The dataset includes 626572 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0332687-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.516f4q
title: Occurrence Download

description: A dataset containing 997 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clusia rosea Jacq."
 ]
}

 The dataset includes 997 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002132-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekxlr9
title: Occurrence Download

description: A dataset containing 116767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2000-2017",
 "HasCoordinate is true",
 "TaxonKey is Gentianaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 116767 records from 542 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004043-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j1ghl2
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Chronicle of Nature - Phenology of Plants of Tigirek State Nature Reserve"
 ]
}

 The dataset includes 209 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006727-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucqrxv
title: Occurrence Download

description: A dataset containing 633 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coccocypselum hasslerianum Chodat"
 ]
}

 The dataset includes 633 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141499-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xe9kbx
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kyboasca bipunctata (Oshanin, 1871)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 107 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004043-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zwzab
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Caiman latirostris (Daudin, 1801)"
 ]
}

 The dataset includes 189 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024777-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g46kkh
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Belminus herreri Lent & Wygodzinsky, 1979",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 31 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026136-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fs4ggp
title: Occurrence Download

description: A dataset containing 502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calidris melanotos (Vieillot, 1819)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 502 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004044-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84jut6
title: Occurrence Download

description: A dataset containing 368386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mollusca",
 "HasCoordinate is true",
 "Geometry POLYGON ((-87.56653 8.29337, -87.56653 23.5102, -59.45724 23.5102, -59.45724 8.29337, -87.56653 8.29337))"
 ]
}

 The dataset includes 368386 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197099-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucfa3a
title: Occurrence Download

description: A dataset containing 812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panstrongylus lutzi (Neiva & Pinto, 1923)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 812 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026153-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bkh65
title: Occurrence Download

description: A dataset containing 1135 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucheira socialis Westwood, 1834"
 ]
}

 The dataset includes 1135 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004044-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjdd0g
title: Occurrence Download

description: A dataset containing 42979 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The census of national forest of Benin ."
 ]
}

 The dataset includes 42979 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006728-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgxzja
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jaltomata bernardelloana S.Leiva & Mione"
 ]
}

 The dataset includes 41 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026163-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.potxfv
title: Occurrence Download

description: A dataset containing 12401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haliaeetus leucocephalus (Linnaeus, 1766)",
 "Geometry POLYGON((-109.248046 41.112468,-109.248046 36.844460,-101.821289 36.844460,-101.821289 41.112468,-109.248046 41.112468))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 }
 ]
}

 The dataset includes 12401 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004044-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmwd5j
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria pseudolaxiflora Lojac.",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "Country is one of (Finland, Ireland, Sweden, Cyprus, Portugal, Netherlands, France, Bulgaria, Romania, Spain, Poland, Czechia, Malta, United Kingdom of Great Britain and Northern Ireland, Austria, Croatia, Slovenia, Slovakia, Germany, Denmark, Italy, Belgium, Gibraltar, Lithuania, Greece, Luxembourg, Latvia, Estonia, Hungary)"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031752-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rzs35
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alosa agone (Scopoli, 1786)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "Country is one of (Finland, Ireland, Sweden, Cyprus, Portugal, Netherlands, France, Bulgaria, Romania, Spain, Poland, Czechia, Malta, United Kingdom of Great Britain and Northern Ireland, Austria, Croatia, Slovenia, Slovakia, Germany, Denmark, Italy, Belgium, Gibraltar, Lithuania, Greece, Luxembourg, Latvia, Estonia, Hungary)"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031755-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35tfrh
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Psyttalia concolor (Szepligeti, 1910))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031753-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11222092
title: OMAP-19 Organ Mapping Antibody Panel (OMAP) for Multiplexed Antibody-Based Imaging of Human Tonsil with IBEX

description: Representative dataset acquired using the Iterative Bleaching Extends multi-pleXity (IBEX) imaging method described in:



“IBEX: A versatile multi-plex optical imaging approach for deep phenotyping and spatial analysis of cells in complex tissues“, A. Radtke et al., Proc. Natl. Acad. Sci. USA, 2020, doi.org/10.1073/pnas.2018488117.

"IBEX: an iterative immunolabeling and chemical bleaching method for high-content imaging of diverse tissues", A. J. Radtke, et al., Nat Protoc, 2022, doi.org/10.1038/s41596-021-00644-9.


This dataset accompanies the Organ Mapping Antibody Panel (OMAP) effort led by the Human BioMolecular Atlas Program detailed here.

OMAP-19 was designed for IBEX imaging of human FFPE tonsil samples sectioned onto glass slides. The panel consists of 6 cycles of 20 primary antibodies, 5 secondary antibodies, and the nuclear label Hoechst for image alignment and nuclear segmentation. This OMAP provides a spatial context for 10 anatomical structures and at least 16 cell types present in the ASCT+B tonsil table. OMAP-19 was designed to examine myeloid subsets (CD11b, CD11c, CD14, CD15, HLA-DR) and angiogenesis (VEGF-A and VEGF-C) in human ovarian cancer biopsies. The human tonsil was used as a positive control for antibody validation and panel development. Antigen retrieval was performed using a pressure cooker (Borg Decloaker BD1000, 110°C for 15 minutes) and a tris-based buffer (pH 9.5). Several custom antibodies were created using commercial labeling kits as indicated in the associated RRID entries for these antibodies. More details on the antigen retrieval protocol and step-by-step application of antibodies can be found on the IBEX Imaging Community knowlege-base (current version) and on Zenodo (last official version).

Images were acquired using an inverted Leica TCS SP8 X confocal microscope equipped with a 40X objective (NA 1.3), 4 HyD and 1 PMT detectors, a white light laser that produces a continuous spectral output between 470 and 670 nm as well as a 405 nm laser. All images were captured at an 16-bit depth, with a line average of 3, and 1024x1024 format with the following pixel dimensions: x (0.379 µm), y (0.379 µm), and z (1 µm). Images were tiled and merged using the LAS X Navigator software.

Image supplied as a .ims Imaris Format file and can be opened with the free Imaris Viewer software or ImageJ/Fiji. Image channel and antibody meta-data supplied as an xlsx file.