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

description: A dataset containing 550565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aromia moschata (Linnaeus, 1758), Arrhenatherum elatius (L.) P.Beauv. ex J.Presl & C.Presl, Arrhenatherum elatius (L.) P.Beauv. ex J.Presl & C.Presl, Arrhenatherum elatius (L.) P.Beauv. ex J.Presl & C.Presl)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 550565 records from 754 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231482-210914110416597/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.28158104
title: Data for "Effects of ambient temperature on EV's electricity consumption are reduced in a warming world"

description: This dataset includes global simulations of electric vehicle (EV) electricity consumption patterns from 2010 to 2100 across a 0.5°×0.5° spatial resolution grid. It covers data on EV stock, vehicle-miles traveled (VMT), electricity efficiency, and ambient temperature impacts. The dataset integrates historical data, climate scenarios (RCP-SSP pathways), and machine learning predictions to estimate EV electricity demand, oil displacement, and indirect greenhouse gas emissions. Additionally, it includes monthly average temperature data, EV response functions to temperature, and projections for global EV adoption and energy use under multiple policy scenarios.
DOI: 10.6084/m9.figshare.28158356
title: data.rar

description: Complexity Analysis of Propositions and MATLAB Simulation Code for Running a Closed-loop Supply Chain for Power Battery Recycling under Government Subsidies, with Specific Code File Names Indicated.
DOI: 10.6084/m9.figshare.28158356.v1
title: data.rar

description: Complexity Analysis of Propositions and MATLAB Simulation Code for Running a Closed-loop Supply Chain for Power Battery Recycling under Government Subsidies, with Specific Code File Names Indicated.
DOI: 10.15468/dl.jkegwk
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cotoneaster discolor Pojark."
 ]
}

 The dataset includes 22 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060807-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jj99bz
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cotoneaster discolor Pojark."
 ]
}

 The dataset's 1 records were derived from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060803-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qg5kqx
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((62.49738 19.61522,154.50262 19.61522,154.50262 56.38478,62.49738 56.38478,62.49738 19.61522))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Caragana tibetica Kom."
 ]
}

 The dataset includes 116 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060808-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36hzu2
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cotoneaster discolor Pojark."
 ]
}

 The dataset includes 22 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060810-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8cxep
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibbertia porcata Toelken"
 ]
}

 The dataset includes 37 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060809-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14613954
title: US Starter Cultures Market 2024 To 2033

description: US Starter Cultures Market Size, Trends and Insights By Type (Bacterial Starter Cultures, Yeast Starter Cultures, Mold Starter Cultures, Others), By Application (Dairy Products, Meat Products, Beverages, Bakery Products, Confectionery, Others), By Form (Freeze-Dried Starter Cultures, Directly Inoculated Starter Cultures, Lyophilized Starter Cultures, Others), By End-Use Industry (Food & Beverage Industry, Pharmaceutical Industry, Agriculture, Others), and By Region - 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 US Starter Cultures Market is expected to record a CAGR of 5.1% from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD 365.9 Million. By 2033, the valuation is anticipated to reach USD 572.4 Million.

The US Starter Cultures Market encompasses the production, distribution, and utilization of microbial cultures used in various food and beverage applications. These cultures initiate and control fermentation processes, imparting specific flavors, textures, and properties to a wide range of products such as dairy, meat, bakery, and fermented beverages.

Key drivers of the market include the growing consumer demand for fermented foods, rising health consciousness, and advancements in biotechnology. Additionally, innovations in starter culture development, coupled with strategic collaborations and partnerships, contribute to market growth and product innovation, catering to evolving consumer preferences and industry trends.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=53868
DOI: 10.5281/zenodo.14613955
title: US Starter Cultures Market 2024 To 2033

description: US Starter Cultures Market Size, Trends and Insights By Type (Bacterial Starter Cultures, Yeast Starter Cultures, Mold Starter Cultures, Others), By Application (Dairy Products, Meat Products, Beverages, Bakery Products, Confectionery, Others), By Form (Freeze-Dried Starter Cultures, Directly Inoculated Starter Cultures, Lyophilized Starter Cultures, Others), By End-Use Industry (Food & Beverage Industry, Pharmaceutical Industry, Agriculture, Others), and By Region - 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 US Starter Cultures Market is expected to record a CAGR of 5.1% from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD 365.9 Million. By 2033, the valuation is anticipated to reach USD 572.4 Million.

The US Starter Cultures Market encompasses the production, distribution, and utilization of microbial cultures used in various food and beverage applications. These cultures initiate and control fermentation processes, imparting specific flavors, textures, and properties to a wide range of products such as dairy, meat, bakery, and fermented beverages.

Key drivers of the market include the growing consumer demand for fermented foods, rising health consciousness, and advancements in biotechnology. Additionally, innovations in starter culture development, coupled with strategic collaborations and partnerships, contribute to market growth and product innovation, catering to evolving consumer preferences and industry trends.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=53868
DOI: 10.6084/m9.figshare.28158308
title: Landscape Chages and Water Access for SAI

description: This data is a combination of primary and secondary data. The primary data was obtained from a field survey of smallholder farmers in the Bolgatanga Municipality, and Bongo District in 2021. The primary data consisted of community name, demographic characteristics, landscape drivers, water access, drivers of sustainable agriculture intensification, and sustainable agriculture intensification. The secondary data was obtained from processing remotely sensed data and soil data. Examples of such data were proportions of landscape dynamics (1 km raidus per respondent), NDVI, LST, slope, cost distance to water (river and dam), and soil. The survey data had coordinates (lat/long) that aided overlaying and transferring the secondary data to the primary data.
DOI: 10.6084/m9.figshare.28158308.v1
title: Landscape Chages and Water Access for SAI

description: This data is a combination of primary and secondary data. The primary data was obtained from a field survey of smallholder farmers in the Bolgatanga Municipality, and Bongo District in 2021. The primary data consisted of community name, demographic characteristics, landscape drivers, water access, drivers of sustainable agriculture intensification, and sustainable agriculture intensification. The secondary data was obtained from processing remotely sensed data and soil data. Examples of such data were proportions of landscape dynamics (1 km raidus per respondent), NDVI, LST, slope, cost distance to water (river and dam), and soil. The survey data had coordinates (lat/long) that aided overlaying and transferring the secondary data to the primary data.
DOI: 10.6084/m9.figshare.28129847
title: FIQS Dataset (Fundus Image Quality Scores)

description: We establish a new dataset, Fundus Image Quality Scores (FIQS), including 2246 fundus images with continuous numerical mean opinion scores (MOSs) ranging from 0 to 100 and three-level labels (``Good", ``Usable", and ``Reject"). This dataset was annotated manually by six professional ophthalmologists to represent the real critical factors affecting the fundus image quality. The images in the FIQS dataset have two resolutions: original size (preprocessed image sized around $1942 \times 1942$) and $1024 \times 1024$ (standardized). All opinion scores of each doctor are also included in this dataset to ensure better "rawness".
DOI: 10.5281/zenodo.14613985
title: US Non-Alcoholic Beverages Market 2024 To 2033

description: US Non-Alcoholic Beverages Market Size, Trends and Insights By Type (Carbonated Soft Drinks (CSD), Bottled Water, Fruit Juices, Energy Drinks, Sports Drinks, Ready-to-Drink (RTD) Tea and Coffee, Functional Beverages, Dairy Alternatives, Others), By Packaging (Cans, Bottles (Plastic/Glass), Cartons, Pouches, Others), By Flavor (Regular/Original, Flavored, Others), By Distribution Channel (Supermarkets/Hypermarkets, Convenience Stores, Online Retail, Specialty Stores, Food Service, Others), and By Region - 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 US Non-Alcoholic Beverages Market is expected to record a CAGR of 6.4% from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD 1,580.1 Billion. By 2033, the valuation is anticipated to reach USD 2,761.7 Billion.

The US Non-Alcoholic Beverages Market encompasses a wide range of beverages excluding alcohol, catering to diverse consumer preferences and lifestyles. This dynamic market includes carbonated soft drinks, bottled water, fruit juices, energy drinks, and ready-to-drink teas and coffees. With a focus on health and wellness, consumers seek functional beverages, natural ingredients, and low-sugar options.

Sustainability initiatives, eco-friendly packaging, and ethical sourcing are increasingly important considerations. Market growth is also driven by convenience trends, e-commerce expansion, and innovations in product formulations and packaging, reflecting the evolving demands of American consumers.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=53858
DOI: 10.5281/zenodo.14613986
title: US Non-Alcoholic Beverages Market 2024 To 2033

description: US Non-Alcoholic Beverages Market Size, Trends and Insights By Type (Carbonated Soft Drinks (CSD), Bottled Water, Fruit Juices, Energy Drinks, Sports Drinks, Ready-to-Drink (RTD) Tea and Coffee, Functional Beverages, Dairy Alternatives, Others), By Packaging (Cans, Bottles (Plastic/Glass), Cartons, Pouches, Others), By Flavor (Regular/Original, Flavored, Others), By Distribution Channel (Supermarkets/Hypermarkets, Convenience Stores, Online Retail, Specialty Stores, Food Service, Others), and By Region - 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 US Non-Alcoholic Beverages Market is expected to record a CAGR of 6.4% from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD 1,580.1 Billion. By 2033, the valuation is anticipated to reach USD 2,761.7 Billion.

The US Non-Alcoholic Beverages Market encompasses a wide range of beverages excluding alcohol, catering to diverse consumer preferences and lifestyles. This dynamic market includes carbonated soft drinks, bottled water, fruit juices, energy drinks, and ready-to-drink teas and coffees. With a focus on health and wellness, consumers seek functional beverages, natural ingredients, and low-sugar options.

Sustainability initiatives, eco-friendly packaging, and ethical sourcing are increasingly important considerations. Market growth is also driven by convenience trends, e-commerce expansion, and innovations in product formulations and packaging, reflecting the evolving demands of American consumers.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=53858
DOI: 10.6084/m9.figshare.27083020.v1
title: Growth performance and lactate metabolism data

description: This section contains data on sheep growth performance and lactate metabolism related products.
DOI: 10.6084/m9.figshare.27083020
title: Niacin alters ruminal microbial composition and metabolites in sheep fed a high-concentrate diet

description: Data in this section contain sheep growth performance, lactate metabolites, microorganisms, metabolome and correlation analysis.
DOI: 10.6084/m9.figshare.27083020.v2
title: <b>Niacin alters ruminal microbial composition and metabolites in sheep fed a high-concentrate diet</b>

description: Data in this section contain sheep growth performance, lactate metabolites, microorganisms, metabolome and correlation analysis.
DOI: 10.15468/dl.6mw4fc
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eremurus cristatus Vved."
 ]
}

 The dataset includes 54 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060813-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjf944
title: Occurrence Download

description: A dataset containing 2110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leccinum duriusculum (Schulzer ex Kalchbr.) Singer"
 ]
}

 The dataset includes 2110 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060814-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjtrj3
title: Occurrence Download

description: A dataset containing 4922 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysolophus amherstiae (Leadbeater, 1829)"
 ]
}

 The dataset includes 4922 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060815-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2zgec
title: Occurrence Download

description: A dataset containing 1194 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euroleon nostras (Fourcroy, 1785)"
 ]
}

 The dataset includes 1194 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060817-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgwh5f
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhizophora mangle L.",
 "Year 2024-2025"
 ]
}

 The dataset includes 98 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060818-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djgmru
title: Occurrence Download

description: A dataset containing 2739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "Country is one of (Costa Rica, Peru, Colombia, Brazil, Mexico, Belize, Panama, Ecuador, Nicaragua, Guyana)",
 "DatasetKey is one of (Mammalogy Collection - Royal Ontario Museum, KUBI Mammalogy Collection, Field Museum of Natural History (Zoology) Mammal Collection, Observation.org, Nature data from around the World, LACM Vertebrate Collection, International Barcode of Life project (iBOL), INSDC Sequences, CNMA/Colección Nacional de mamíferos, Biodiversity Research and Teaching Collections - TCWC Vertebrates, iNaturalist Research-grade Observations)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Zero coordinate, Coordinate out of range, Coordinate invalid, Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country derived from coordinates, Continent derived from coordinates, Recorded date mismatch, Taxon match higher rank, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, Modified date unlikely, Modified date invalid, Identified date invalid, Basis of record invalid, Type status invalid, Multimedia date invalid, Multimedia URI invalid, Collection match none, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, ff418020-1d67-11d9-8435-b8a03c50a862, b554c320-0560-11d8-b851-b8a03c50a862, 7b8aff00-a9f8-11d8-944b-b8a03c50a862, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, 493fe050-055d-11d8-b84f-b8a03c50a862, b3bf3a83-1f68-4541-a03f-330d30d567f5, ada9d123-ddb4-467d-8891-806ea8d94230, b459e790-0d3c-11d9-8431-b8a03c50a862, 2b8e48b0-812d-11de-86fe-b8a03c50a862)",
 "TaxonKey is Rhynchonycteris Peters, 1867"
 ]
}

 The dataset includes 2739 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060819-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57841/casdc.0004642
title: 大豆昌平基地2024年植物光谱表型数据集
DOI: 10.34740/kaggle/dsv/9651518
title: rutube cold start
DOI: 10.15468/dl.5jcfy2
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Month is one of (January, February, March, April, May, June)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhizophora mangle L.",
 "Year 2024-2025"
 ]
}

 The dataset includes 73 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060822-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c77dzt
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((87.92764 31.47727,123.07236 31.47727,123.07236 45.52273,87.92764 45.52273,87.92764 31.47727))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Astragalus efoliolatus Hand.-Mazz."
 ]
}

 The dataset includes 33 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060823-241126133413365/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.24146304.v10
title: Database on ecosystem-level global change manipulative experiments in China and carbon sink responses

description: A dataset on 558 global change manipulative experiments in China from 1140 publications. Information included experimental site, climate (mean annual temperature and precipitation), vegetation types, experimental treatments and manipulative magnitudes. Data of net primariy productivivty and net ecosystem productivity extracted from these publications were also provided.
DOI: 10.6084/m9.figshare.28158377
title: [1993 - 2023] Derailment data.csv

description: This is the dataset used in the paper <i>A novel Choquet Integral-based regression approach for analyzing freight-train derailment severity.</i><br><br>This dataset include the following files and folders:<br>- 0 - Original_FRA Derailment Record.csv (Original data obtained from https://data.transportation.gov/Railroads/Rail-Equipment-Accident-Incident-Data-Form-54-/85tf-25kj/about_data)<br><br>- 1 - Cleaned_FRA Derailment Records.csv (Cleaned data during 1993~2023)<br><br>- 2 - Norm_FRA Derailment Records.csv (The CDF values of all variables)<br><br>- 3 - CIReg_FRA Derailment Records.csv (The fuzzy measures for all sets)<br><br>- (Folder) Training Data (Contains training + validation data for all track classes)<br>- (Folder) Testing Data (Contains testing data for all track classes)