cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15482/usda.adc/27214374
title: Data from: County-Level Irrigation Water Demand Estimation Using Machine Learning: Case Study of California

description: This study presents a machine learning approach to estimate annual irrigation water demand at the county level in California, using Gaussian Process Regression (GPR) for improved predictive accuracy. Key input variables include meteorological parameters, geographical characteristics, and irrigated cropped area. The GPR model demonstrated high predictive accuracy (R² &gt; 0.97, RMSE as low as 0.06 km³), identifying temperature, vapor pressure deficit, and irrigated area as the most influential factors. This research offers a robust tool for decision support in regional agricultural water management, enabling efficient evaluation of climatic and agricultural scenarios to optimize water resource allocation.
DOI: 10.15482/usda.adc/27214374.v1
title: Data from: County-Level Irrigation Water Demand Estimation Using Machine Learning: Case Study of California

description: This study presents a machine learning approach to estimate annual irrigation water demand at the county level in California, using Gaussian Process Regression (GPR) for improved predictive accuracy. Key input variables include meteorological parameters, geographical characteristics, and irrigated cropped area. The GPR model demonstrated high predictive accuracy (R² &gt; 0.97, RMSE as low as 0.06 km³), identifying temperature, vapor pressure deficit, and irrigated area as the most influential factors. This research offers a robust tool for decision support in regional agricultural water management, enabling efficient evaluation of climatic and agricultural scenarios to optimize water resource allocation.
DOI: 10.15468/dl.5m82w5
title: Occurrence Download

description: A dataset containing 14267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (United States of America, Mexico)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rumex acetosella L."
 ]
}

 The dataset includes 14267 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012020-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15257025
title: alsomitra_macrocarpa_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15257026
title: alsomitra_macrocarpa_zanfona_1.fasta.gz
DOI: 10.15468/dl.mwew1r
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilosella crassiseta (Peter) Soják",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003665-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtjv2m
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003293-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.maixdg
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilosella koernickeana (Nägeli & Peter) Soják",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003667-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0jc5qd
title: Occurrence Download

description: A dataset containing 502084661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 502084661 records from 11753 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003328-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwd5yd
title: Occurrence Download

description: A dataset containing 742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vaccinium duclouxii (H.Lév.) Hand.-Mazz."
 ]
}

 The dataset includes 742 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004449-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2suuc
title: Occurrence Download

description: A dataset containing 910 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((103.503 -2.358,104.559 -2.358,104.559 -1.374,103.503 -1.374,103.503 -2.358))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 910 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004447-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x63nf4
title: Occurrence Download

description: A dataset containing 6811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Celosia argentea L.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 6811 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001096-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n38m47
title: West Fork Humptulips River pollen surface sample dataset

description: Raw data for the West Fork Humptulips River pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21227/azyt-gz35
title: "GRINDA - Graph-based Intelligence for Network Disruption and Analysis"

description: "This work aims to develop a robust, data-driven framework for identifying key agents within criminal networks. By leveraging innovative Graph Neural Networks\u2014specifically Graph Attention Networks and Graph Transformers\u2014and advanced outlier detection techniques, we are creating a powerful tool for law enforcement. By transforming real-world crime data into graph structures, the approach aims to capture both structural and contextual features of criminal interactions, enabling the detection of strategically important individuals who are not necessarily central in traditional metrics. The ultimate objective is to enhance law enforcement capabilities in mapping, disrupting, and monitoring criminal networks through scalable, intelligent analysis tools, thereby contributing to a safer society."
DOI: 10.15468/dl.42gufr
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Timonius eremiticus"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015886-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uh97w
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Photoplagios elongatus"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015888-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5spf2
title: Occurrence Download

description: A dataset containing 5987 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2009",
 "Year is less than or equal to 2025",
 "Country is one of (United States of America)",
 "StateProvince is California",
 "TaxonKey is Lithobates catesbeianus"
 ]
}

 The dataset includes 5987 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015887-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n34x43
title: North Bay pollen surface sample dataset

description: Raw data for the North Bay pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n3140q
title: Baker Prairie pollen surface sample dataset

description: Raw data for the Baker Prairie pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n3990x
title: Upper Moclips River 1 pollen surface sample dataset

description: Raw data for the Upper Moclips River 1 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n35k6q
title: Upper Moclips River 2 pollen surface sample dataset

description: Raw data for the Upper Moclips River 2 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.f87r6p
title: Occurrence Download

description: A dataset containing 6991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nectarinia tacazze)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 6991 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015889-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n31s55
title: Upper Moclips River 3 pollen surface sample dataset

description: Raw data for the Upper Moclips River 3 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.16747984
title: dataset_emissions_factors

description: The repository includes the database compiled from field studies across Brazil, with metadata on location, crop type, fertilizer source, and N₂O emission factors. This data were used to generate the results presented in manuscript Regional N2O emission factors from bioethanol crops in Brazil: advances and data gaps
DOI: 10.5281/zenodo.16747985
title: dataset_emissions_factors

description: The repository includes the database compiled from field studies across Brazil, with metadata on location, crop type, fertilizer source, and N₂O emission factors. This data were used to generate the results presented in manuscript Regional N2O emission factors from bioethanol crops in Brazil: advances and data gaps
DOI: 10.21233/n3h41f
title: Humptulips 1 pollen surface sample dataset

description: Raw data for the Humptulips 1 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.sqr77e
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tradescantia spathacea",
 "Country is Barbados",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015890-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n3cd8m
title: Humptulips 2 pollen surface sample dataset

description: Raw data for the Humptulips 2 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.3axsmj
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tradescantia spathacea",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 84 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015891-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9u2dvd
title: Occurrence Download

description: A dataset containing 91205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nectarinia famosa)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 91205 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015867-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dma2w9
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyphessobrycon diastatos)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015893-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n37m59
title: Humptulips 3 pollen surface sample dataset

description: Raw data for the Humptulips 3 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n33x4s
title: Quinault Ridge pollen surface sample dataset

description: Raw data for the Quinault Ridge pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.tf5jwx
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Timonius ferrugineus"
 ]
}

 The dataset includes 28 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015892-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n3041s
title: Willaby Creek pollen surface sample dataset

description: Raw data for the Willaby Creek pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n38c9q
title: July Creek pollen surface sample dataset

description: Raw data for the July Creek pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.sktcgp
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Procapra picticaudata)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 136 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015894-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16748078
title: SNS bunch compression experiments (2025)

description: This repository contains data from initial experiments to test bunch compression techniques in the Spallation Neutron Source (SNS) accumulator ring. The data includes beam current monitor (BCM) profiles and low-level rf (LLRF) waveforms for various machine states. The repository also includes a PyORBIT simulation benchmark of one of these experiments.

These studies were presented at the following venues:



International Muon Collider Collaboration (IMCC) Annual Meeting, Hamburg, Germany.

US Muon Collider Collaboration (USMCC) Annual Meeting, Chicago, USA.

North American Particle Accelerator Conference (NAPAC), Sacramento, CA.
DOI: 10.21233/n34k6d
title: Irely Lake pollen surface sample dataset

description: Raw data for the Irely Lake pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n30w4h
title: Kalaloch 1 pollen surface sample dataset

description: Raw data for the Kalaloch 1 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.re6ft2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Procapra picticaudata)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015895-250802193616735/datasets/export for details.
DOI: 10.15468/dl.u8rgpn
title: Occurrence Download

description: A dataset containing 78848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acropora valida, Agaricia grahamae, Agaricia undata, Leptoseris cailleti, Leptoseris cucullata, Leptoseris papyracea, Leptoseris scabra, Madracis asperula, Madracis carmabi, Madracis mirabilis, Madracis senaria, Astrangia poculata, Turbinaria frondens, Favia gravida, Favia leptophylla, Isophyllia rigida, Isophyllia sinuosa, Manicina areolata, Mussismilia braziliensis, Mussismilia harttii, Mussismilia hispida, Solenastrea bournoni, Solenastrea hyades, Meandrina brasiliensis, Meandrina danae, Meandrina jacksoni, Montastraea cavernosa, Mycetophyllia aliciae, Mycetophyllia danaana, Mycetophyllia lamarckiana, Mycetophyllia reesi, Scolymia cubensis, Oculina diffusa, Oculina robusta, Oculina valenciennesi, Oculina varicosa, Pocillopora capitata, Pocillopora effusa, Pocillopora ligulata, Porites arnaudi, Porites australiensis, Porites branneri, Porites colonensis, Porites divaricata, Porites lichen, Porites panamensis, Porites sverdrupi, Siderastrea stellata, Cladocora arbuscula, Cycloseris curvata, Diaseris distorta, Gardineroseris planulata, Pavona chiriquiensis, Pavona duerdeni, Pavona explanulata, Pavona frondifera, Pavona maldivensis, Psammocora obtusangula, Psammocora stellata, Stephanocoenia michelini)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 78848 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015883-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.