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

description: A dataset containing 1387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Hornbill Watch - Occurrence Dataset (India)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1387 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048955-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14557012
title: Global Sapphire Windows Market 2024 To 2033

description: Sapphire Windows Market Size, Trends and Insights By Types (Plain Sapphire Windows, AR-Coated Sapphire Windows, UV-IR Sapphire Windows, Customized Sapphire Windows, Others), By Application (Aerospace and Defense, Consumer Electronics, Medical Devices, Optical Systems and Instruments, Industrial Machinery, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033.

Reports Description

As per the current market research conducted by the CMI Team, the global Sapphire Windows Market is expected to record a CAGR of 9.4% from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD 901.7 Million. By 2033, the valuation is anticipated to reach USD 2,029.6 Million.

The Sapphire Windows Market encompasses the production, distribution, and utilization of sapphire-based optical windows renowned for their exceptional durability, optical clarity, and scratch resistance. These windows find extensive application across diverse industries, including aerospace, defense, consumer electronics, medical devices, and industrial machinery, where high-performance optical components are essential.

Key drivers of market growth include increasing demand for sapphire windows in emerging technologies, such as lasers and sensors, as well as advancements in manufacturing processes, which enable the production of customized solutions tailored to specific application requirements, fostering innovation and market expansion.For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=52989
DOI: 10.5281/zenodo.14557013
title: Global Sapphire Windows Market 2024 To 2033

description: Sapphire Windows Market Size, Trends and Insights By Types (Plain Sapphire Windows, AR-Coated Sapphire Windows, UV-IR Sapphire Windows, Customized Sapphire Windows, Others), By Application (Aerospace and Defense, Consumer Electronics, Medical Devices, Optical Systems and Instruments, Industrial Machinery, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033.

Reports Description

As per the current market research conducted by the CMI Team, the global Sapphire Windows Market is expected to record a CAGR of 9.4% from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD 901.7 Million. By 2033, the valuation is anticipated to reach USD 2,029.6 Million.

The Sapphire Windows Market encompasses the production, distribution, and utilization of sapphire-based optical windows renowned for their exceptional durability, optical clarity, and scratch resistance. These windows find extensive application across diverse industries, including aerospace, defense, consumer electronics, medical devices, and industrial machinery, where high-performance optical components are essential.

Key drivers of market growth include increasing demand for sapphire windows in emerging technologies, such as lasers and sensors, as well as advancements in manufacturing processes, which enable the production of customized solutions tailored to specific application requirements, fostering innovation and market expansion.For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=52989
DOI: 10.5281/zenodo.14557020
title: Global Colemanite Market 2024 To 2033

description: Colemanite Market Size, Trends and Insights By Type (Primary Boron, Sub primary Boron), By Form (Fine Grade, Standard Grade), By Application (Steel Industry, Plastics Industry, Glass Fiber, Other Applications), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033.

Reports Description

As per the current market research conducted by the CMI Team, the global Colemanite Market is expected to record a CAGR of 4.7% from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD 1.56 Billion. By 2033, the valuation is anticipated to reach USD 2.36 Billion.

Colemanite is a mineral composed of hydrous calcium borate that crystallizes in monoclinic crystals. This mineral is colorless or white and is found in alkaline lacustrine conditions in evaporite deposits. Colemanite is a crucial boron ore that is used in many different industrial processes. Primary and sub primary boron are the two primary forms of colemanite.

The term “primary boron” describes boron resources that are taken straight out of mines or natural deposits. Primary boron from Colemanite helps to make vital boron-based products that support a variety of industrial uses, such as steelmaking, ceramics, glass manufacturing, and agriculture. To be utilized in industries like glass fiber, plastics, steel, and others, they are made in both ordinary and fine grades.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=53192
DOI: 10.5281/zenodo.14557021
title: Global Colemanite Market 2024 To 2033

description: Colemanite Market Size, Trends and Insights By Type (Primary Boron, Sub primary Boron), By Form (Fine Grade, Standard Grade), By Application (Steel Industry, Plastics Industry, Glass Fiber, Other Applications), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033.

Reports Description

As per the current market research conducted by the CMI Team, the global Colemanite Market is expected to record a CAGR of 4.7% from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD 1.56 Billion. By 2033, the valuation is anticipated to reach USD 2.36 Billion.

Colemanite is a mineral composed of hydrous calcium borate that crystallizes in monoclinic crystals. This mineral is colorless or white and is found in alkaline lacustrine conditions in evaporite deposits. Colemanite is a crucial boron ore that is used in many different industrial processes. Primary and sub primary boron are the two primary forms of colemanite.

The term “primary boron” describes boron resources that are taken straight out of mines or natural deposits. Primary boron from Colemanite helps to make vital boron-based products that support a variety of industrial uses, such as steelmaking, ceramics, glass manufacturing, and agriculture. To be utilized in industries like glass fiber, plastics, steel, and others, they are made in both ordinary and fine grades.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=53192
DOI: 10.5281/zenodo.14556936
title: china

description: This is for training purposes for class work on data science.
DOI: 10.5281/zenodo.14556937
title: china

description: This is for training purposes for class work on data science.
DOI: 10.6084/m9.figshare.28093139
title: Predicted CRISPR_CAS in B.thuringiensis LBA001

description: The dataset represents the predicted crispr-cas region in B.thuringiensis isolated from soil in Mexico.
DOI: 10.6084/m9.figshare.28093139.v1
title: Predicted CRISPR_CAS in B.thuringiensis LBA001

description: The dataset represents the predicted crispr-cas region in B.thuringiensis isolated from soil in Mexico.
DOI: 10.5281/zenodo.14542710
title: Background material for the conference paper 'The value proposition for systematic long-term vegetation studies'

description: Long-term vegetation observations are rare but essential for the effective management of our natural assets. Studies of 3-4 years allow us to discern short-term variability, but long-term trends are only detectable over multiple decades. 

This document provides an expanded summary of several medium to long-term rangelands sites considered for a paper presented to the International Rangelands Congress in 2025. The sites are described using the categories: 



Site specifics (url and lat/long); 

Description and original purpose (testable hypothesis applied); 

Ownership/ governance of the site; 

Dates (start, any interruption, finish?); 

Use and values; 

Challenges; and

Data availability following FAIR criteria. 


The sites considered in Australia are: Kidman Springs, 30 and 50 years; Koonamore, 90+ years; the Brigalow Catchment study, 60 years; the Wambiana grazing trial, 26 years; several Australian Wildlife Conservancy sites across northern Australia, 19+ years; and one site in the USA, Jornada, 105 years.
DOI: 10.5281/zenodo.14542711
title: Background material for the conference paper 'The value proposition for systematic long-term vegetation studies'

description: Long-term vegetation observations are rare but essential for the effective management of our natural assets. Studies of 3-4 years allow us to discern short-term variability, but long-term trends are only detectable over multiple decades. 

This document provides an expanded summary of several medium to long-term rangelands sites considered for a paper presented to the International Rangelands Congress in 2025. The sites are described using the categories: 



Site specifics (url and lat/long); 

Description and original purpose (testable hypothesis applied); 

Ownership/ governance of the site; 

Dates (start, any interruption, finish?); 

Use and values; 

Challenges; and

Data availability following FAIR criteria. 


The sites considered in Australia are: Kidman Springs, 30 and 50 years; Koonamore, 90+ years; the Brigalow Catchment study, 60 years; the Wambiana grazing trial, 26 years; several Australian Wildlife Conservancy sites across northern Australia, 19+ years; and one site in the USA, Jornada, 105 years.
DOI: 10.15468/dl.346xfn
title: Occurrence Download

description: A dataset containing 4163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium nipponicum (Maxim.) Makino",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 4163 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048956-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2w5ntw
title: Occurrence Download

description: A dataset containing 1915 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Mexico",
 "Country is United States of America"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cenchrus ciliaris L."
 ]
}

 The dataset includes 1915 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222389-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65byss
title: Occurrence Download

description: A dataset containing 5008 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Piranga erythrocephala (Swainson, 1827)"
 ]
}

 The dataset includes 5008 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061197-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jytmsb
title: Occurrence Download

description: A dataset containing 1167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocodylus acutus (Cuvier, 1807)"
 ]
}

 The dataset includes 1167 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035064-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2ruj2
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chrysophyllum splendens Spreng."
 ]
}

 The dataset includes 258 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120645-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvjaq8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bryum imbricatulum Müll.Hal."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061217-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.owca4u
title: Occurrence Download

description: A dataset containing 3459583 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanerpes carolinus (Linnaeus, 1758)"
 ]
}

 The dataset includes 3459583 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035065-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvn4fa
title: Occurrence Download

description: A dataset containing 6400 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fish occurrence in middle Volga and upper Don regions (Russia)"
 ]
}

 The dataset includes 6400 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222901-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kxxgu
title: Occurrence Download

description: A dataset containing 11113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum sphondylium subsp. montanum (Schleich. ex Gaudin) Briq."
 ]
}

 The dataset includes 11113 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271431-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxwwag
title: Occurrence Download

description: A dataset containing 586076 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cepphus grylle (Linnaeus, 1758)"
 ]
}

 The dataset includes 586076 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050039-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqxdfs
title: Occurrence Download

description: A dataset containing 4607 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vicia pisiformis L."
 ]
}

 The dataset includes 4607 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226324-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p643p5
title: Occurrence Download

description: A dataset containing 5402594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Passeriformes)",
 "Country is Mexico",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null",
 {
 "not" : {
 "DecimalLongitude" : [
 "is 0"
 ]
 }
 },
 {
 "not" : {
 "DecimalLatitude" : [
 "is 0"
 ]
 }
 },
 {
 "not" : {
 "CoordinateUncertaintyInMeters" : [
 "is greater than or equal to 1000"
 ]
 }
 }
 ]
}

 The dataset includes 5402594 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268721-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ik5mtj
title: Occurrence Download

description: A dataset containing 1396 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Subtidal epibenthos and demersal fish monitoring in function of a foreshore suppletion at the Belgian coast, period 2013-2016"
 ]
}

 The dataset includes 1396 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014192-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruv5mt
title: Occurrence Download

description: A dataset containing 23226 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stellaria longifolia (Regel) Muhl. ex Willd."
 ]
}

 The dataset includes 23226 records from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238596-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4tkmfx
title: Occurrence Download

description: A dataset containing 363471 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cepphus columba Pallas, 1811"
 ]
}

 The dataset includes 363471 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050037-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x66n7e
title: Occurrence Download

description: A dataset listing the 3679 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is World distribution of the aquatic Oligochaeta",
 "TaxonKey is Clitellata"
 ]
}

 The dataset's 3679 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234889-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7bcjn
title: Occurrence Download

description: A dataset containing 748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tofieldia coccinea Richardson",
 "Year 1970-2021"
 ]
}

 The dataset includes 748 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272383-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hazxg5
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((95.20362 19.68629,151.79638 19.68629,151.79638 42.31371,95.20362 42.31371,95.20362 19.68629))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amaranthus mangostanus L."
 ]
}

 The dataset includes 174 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324324-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brnley
title: Occurrence Download

description: A dataset containing 72149 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The crustaceans collection (IU) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 72149 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014193-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8zh7p
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratocystis ulmi (Buisman) C.Moreau"
 ]
}

 The dataset includes 28 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074549-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bf2uth
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Peracarida of Bernardo O’Higgins National Park (S Chile)"
 ]
}

 The dataset includes 141 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274563-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzuv6t
title: Occurrence Download

description: A dataset containing 561 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Klarobelia anomala (R.E.Fr.) Chatrou, Klarobelia candida Chatrou, Klarobelia cauliflora Chatrou, Klarobelia inundata Chatrou, Klarobelia lucida (Diels) Chatrou, Klarobelia megalocarpa Chatrou, Klarobelia napoensis Chatrou, Klarobelia peruviana (R.E.Fr.) Chatrou, Klarobelia pumila Chatrou, Klarobelia stipitata Chatrou, Klarobelia subglobosa Chatrou, Klarobelia pandoensis Chatrou, Klarobelia rocioae Chatrou)",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 561 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008097-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnqa3q
title: Occurrence Download

description: A dataset containing 616 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plethodon angusticlavius Grobman, 1944"
 ]
}

 The dataset includes 616 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074541-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyk0jj
title: Occurrence Download

description: A dataset containing 153919 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turdus grayi Bonaparte, 1838"
 ]
}

 The dataset includes 153919 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014193-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2z5xws
title: Occurrence Download

description: A dataset containing 871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Phyciodes tharos Drury, 1773"
 ]
}

 The dataset includes 871 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050118-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.