cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.tap4q6
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Hypophthalmichthys nobilis (Richardson, 1845), Geophagus sveni Lucinda, Lucena & Assis, 2010, Poecilia reticulata Peters, 1859, Plagioscion squamosissimus (Heckel, 1840))"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006356-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8q9463
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cyprus",
 "Geometry POLYGON((30.57751 33.19121,37.11824 33.19121,37.11824 35.80635,30.57751 35.80635,30.57751 33.19121))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Macrovipera Reuss, 1927"
 ]
}

 The dataset includes 82 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006355-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cegapb
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.55264 38.32254,-3.53948 38.32254,-3.53948 38.3315,-3.55264 38.3315,-3.55264 38.32254))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 175 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006358-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13023/2024.alum.123
title: Salmon

description: Includes data on the aluminum content of salmon
DOI: 10.15468/dl.95wrs7
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Anolis jacare Boulenger, 1903"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006359-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2vgjy
title: Occurrence Download

description: A dataset containing 1302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calceolaria mexicana Benth.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 1302 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006358-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmxp3v
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "StateProvince is Morelos",
 "TaxonKey is Tillandsia recurvata (L.) L."
 ]
}

 The dataset includes 54 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006359-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13023/2024.alum.124
title: Seafood, General Categories

description: Includes data on the aluminum content of seafood, general categories
DOI: 10.13023/2024.alum.120
title: Molluscs, Scallops

description: Includes data on the aluminum content of molluscs, scallops
DOI: 10.15468/dl.jzub7r
title: Occurrence Download

description: A dataset containing 30512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calendula officinalis L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 30512 records from 475 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006360-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtvpbx
title: Occurrence Download

description: A dataset containing 2246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-74.24089 40.58617,-71.31599 40.58617,-71.31599 42.57711,-74.24089 42.57711,-74.24089 40.58617))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Laetiporus Murrill, 1904"
 ]
}

 The dataset includes 2246 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006361-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jmauh
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is UWBM Invertebrate Paleontology Collection",
 "TaxonKey is one of (Ostrea lurida P.P.Carpenter, 1864, Ostrea conchaphila P.P.Carpenter, 1857)"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006362-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13023/2024.alum.97
title: Baked Beans

description: Includes data on the aluminum content of baked beans
DOI: 10.15468/dl.hn5srj
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Anolis latifrons Berthold, 1846"
 ]
}

 The dataset includes 215 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006360-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13023/2024.alum.98
title: Candy

description: Includes data on the aluminum content of candy
DOI: 10.15468/dl.x7xesa
title: Occurrence Download

description: A dataset listing the 62 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Exogone naidina Örsted, 1845, Eusyllis blomstrandi Malmgren, 1867, Eurydice pulchra Leach, 1816, Eupolymnia nebulosa (Montagu, 1819), Leodice harassii (Audouin & Milne Edwards, 1833), Eulalia bilineata (Johnston, 1840), Macroclymene santanderensis (Rioja, 1917), Euclymene palermitana (Grube, 1840), Euclymene oerstedii (Claparède, 1863), Euclymene lombricoides (Quatrefages, 1866), Eteone longa (Fabricius, 1780), Hypereteone foliosa (Quatrefages, 1865), Erinaceusyllis erinaceus (Claparède, 1863), Ericthonius punctatus (Spence Bate, 1857), Elasmopus rapax A.Costa, 1853, Echinocyamus pusillus (O.F.Müller, 1776), Ebalia tumefacta (Montagu, 1808), Dodecaceria concharum Örsted, 1843, Diogenes pugilator (Roux, 1828), Dialychone acustica Claparède, 1868, Cyathura carinata (Krøyer, 1847), Ctenodrilus serratus (Schmidt, 1857), Crassicorophium crassicorne (Bruzelius, 1859), Varicorbula gibba (Olivi, 1792), Leiochone leiopygos (Grube, 1860), Cirriformia tentaculata (Montagu, 1808), Cirratulus cirratus (O.F.Müller, 1776), Parthenina terebellum (R.A.Philippi, 1844), Cheirocratus sundevallii (Rathke, 1843), Kirkegaardia serrata (Eliason, 1962), Caulleriella alata (Southern, 1914), Caprella acanthifera Leach, 1814, Calyptraea chinensis (Linnaeus, 1758), Callista chione (Linnaeus, 1758), Bradabyssa villosa (Rathke, 1843), Bodotria scorpioides (Montagu, 1804), Bodotria arenosa Goodsir, 1843, Bittium reticulatum (da Costa, 1778), Berthella plumula (Montagu, 1803), Pista maculata (Dalyell, 1853), Ascidia conchilega Müller, 1776, Arabella iricolor (Montagu, 1804), Apseudopsis latreillii (Milne Edwards, 1828), Apseudes holthuisi Bacescu, 1961, Apohyale prevostii (H.Milne Edwards, 1830), Apherusa jurinei (H.Milne Edwards, 1830), Aphelochaeta filiformis (Keferstein, 1862), Aonides oxycephala (Sars, 1862), Anthura gracilis (Montagu, 1808), Antalis vulgaris (da Costa, 1778), Amphipholis squamata (Delle Chiaje, 1828), Apolochus neapolitanus (Della Valle, 1893), Ampharete acutifrons (Grube, 1860), Ampelisca spinipes Boeck, 1861, Ampelisca diadema (A.Costa, 1853), Ampelisca brevicornis (A.Costa, 1853), Amaeana trilobata (Sars, 1863), Alkmaria romijni Horst, 1919, Acanthocardia echinata (Linnaeus, 1758), Abra alba (W.Wood, 1802))"
 ]
}

 The dataset's 62 records were derived from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006357-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vck82
title: Occurrence Download

description: A dataset containing 893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calendula tripterocarpa Rupr.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 893 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006361-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvq39z
title: Occurrence Download

description: A dataset listing the 72 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.55264 38.32254,-3.53948 38.32254,-3.53948 38.3315,-3.55264 38.3315,-3.55264 38.32254))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 72 records were derived from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006356-250227182430271/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.28395707.v2
title: <b>Species-level studies do not upscale to community-wide plant-soil feedbacks</b>

description: Plant-soil feedback (PSF) is an important driver of plant community dynamics. Our study revealed that when soil was conditioned by more than four species, community-level PSFs were dominated by specific species rather than being an aggregation of single-species PSFs.
DOI: 10.3886/e221642
title: Border Crossing Entry Data

description: The Bureau of Transportation Statistics (BTS) Border Crossing Data 
provide summary statistics for inbound crossings at the U.S.-Canada and 
the U.S.-Mexico border at the port level. Data are available for 
trucks, trains, containers, buses, personal vehicles, passengers, and 
pedestrians. Border crossing data are collected at ports of entry by 
U.S. Customs and Border Protection (CBP). The data reflect the number 
of vehicles, containers, passengers or pedestrians entering the United 
States. CBP does not collect comparable data on outbound crossings. 
Users seeking data on outbound counts may therefore want to review data 
from individual bridge operators, border state governments, or the 
Mexican and Canadian governments.<br>
description: Entries of inbound vehicles, containers, passengers, or pedestrians entering the United States. <br>.
DOI: 10.3886/e221642v1
title: Border Crossing Entry Data

description: The Bureau of Transportation Statistics (BTS) Border Crossing Data 
provide summary statistics for inbound crossings at the U.S.-Canada and 
the U.S.-Mexico border at the port level. Data are available for 
trucks, trains, containers, buses, personal vehicles, passengers, and 
pedestrians. Border crossing data are collected at ports of entry by 
U.S. Customs and Border Protection (CBP). The data reflect the number 
of vehicles, containers, passengers or pedestrians entering the United 
States. CBP does not collect comparable data on outbound crossings. 
Users seeking data on outbound counts may therefore want to review data 
from individual bridge operators, border state governments, or the 
Mexican and Canadian governments.<br>
description: Entries of inbound vehicles, containers, passengers, or pedestrians entering the United States. <br>.
DOI: 10.15468/dl.vzsrbm
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Anolis lemurinus Cope, 1861"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006363-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pznyvg
title: Occurrence Download

description: A dataset containing 6193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calicotome spinosa (L.) Link)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 6193 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006363-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6rd6u
title: Occurrence Download

description: A dataset containing 22117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Calidris mauri (Cabanis, 1857)",
 "Year 2000-2025"
 ]
}

 The dataset includes 22117 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006364-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tww4ge
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((30.74111 -30.08018,30.82705 -30.08018,30.82705 -30.01422,30.74111 -30.01422,30.74111 -30.08018))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 153 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006365-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13023/2024.alum.99
title: Chocolate Bars and Cocoa Beans

description: Includes data on the aluminum content of chocolate bars and cocoa beans
DOI: 10.15468/dl.2n4ugq
title: Occurrence Download

description: A dataset containing 1513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calliandra haematocephala Hassk.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 1513 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006364-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6xwyd
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Anolis limon Velasco & Hurtado-Gómez, 2014"
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006365-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14976416
title: Data and Code for "Prostate Cancer Incidence and Social Determinants of Health in New York City: A Cancer Registry Analysis"

description: This repository contains all the data and code required to reproduce the results described in the article "Prostate Cancer Incidence and Social Determinants of Health in New York City: A Cancer Registry Analysis"
DOI: 10.5281/zenodo.14976417
title: Data and Code for "Prostate Cancer Incidence and Social Determinants of Health in New York City: A Cancer Registry Analysis"

description: This repository contains all the data and code required to reproduce the results described in the article "Prostate Cancer Incidence and Social Determinants of Health in New York City: A Cancer Registry Analysis"
DOI: 10.60520/ieda/113585
title: Crystallization of hydrous mantle magmas at the base of extending continental crust: evidence from the Mafic Complex of the Ivrea-Verbano Zone (Italian Alps)

description: The composition of the lowermost continental crust is still enigmatic, mostly due to its typical inaccessibility. The archetypal Ivrea-Verbano Zone from Italian Alps exposes a nearly complete sequence of lower continental crust. The Ivrea-Verbano Zone encases the Permian Mafic Complex, an 8 km thick gabbro-dioritic batholith, crystallized during the post-collisional transtensional phase of the Variscan orogeny. The lower section of the Mafic Complex (hereafter referred to as Lower Mafic Complex) is remarkably mainly composed of amphibole gabbros. Evidence for crystallization of hydrous mantle magmas within or at the base of the extending continental crust was rarely reported. The Lower Mafic Complex from the Ivrea-Verbano Zone enables to shed light on the magmatic processes associated with deep-seated emplacement of hydrous mantle magmas at the base of the extending continental crust. The present contribution wishes to ascertain the nature of the H2O-rich magmas forming the Lower Mafic Complex, and the processes driving their chemical differentiation. The whole dataset also allowed us to provide evidence for involvement of primary mantle magmas with different compositions in the building of the whole Mafic Complex. In a broader perspective, the present study aims at acquiring new insights into the accretion of the lower continental crust by magmatic underplating in extensional continental settings.

This submission contains a pdf text file with the analytical methodologies used; a pdf file containing supplementary figures; supplementary tables; and references. However, a brief description of the analytical methodologies used is provided within the manuscript.
DOI: 10.5281/zenodo.14767971
title: WoodChip-MC: Wood Chip Image Dataset for Moisture Content Prediction

description: The dataset WoodChip-MC consists of 1,600 RGB images of wood chips collected from two different sources. The dataset has images from 2 sources: each source has 10 moisture levels. One of the sources is subdivided into two batches. These images were acquired by an industrial camera (Hotpet 8MP USB Industrial Camera with Sony IMX179 Sensor) while keeping the wood chips in an aluminum container. The images were manually labeled through the oven-drying process. The wet wood chips were kept in an oven dryer (set at 105 ◦C) for 24 hours, and then moisture content was calculated from the weight difference. 

The dataset, at the time of publication, is the largest publicly available data for wood chip moisture content determination through computer vision. With the WoodChip-MC dataset, a performance benchmark of deep learning models has been developed for moisture content class prediction. Detailed model benchmarking and performance results are given in an accompanying journal paper: Rahman, A., Street, J., Wooten, J., Marufuzzaman, M., Gude, V. G., Buchanan, R., & Wang, H. (2025). MoistNet: Machine vision-based deep learning models for wood chip moisture content measurement. Expert Systems with Applications, 259, 125363. https://doi.org/10.1016/j.eswa.2024.125363

Other studies related to the dataset are as follows:



Rahman, A., Marufuzzaman, M., Street, J., Wooten, J., Gude, V. G., Buchanan, R., & Wang, H. (2024). A comprehensive review on wood chip moisture content assessment and prediction. Renewable and Sustainable Energy Reviews, 189, 113843. https://doi.org/10.1016/j.rser.2023.113843

Rahman, A., Marufuzzaman, M., Street, J. T., Wooten, J., Gude, V. G., & Wang, H. (2023). An Interpretable Deep Learning Model forWood Chip Moisture Content Prediction. In IISE Annual Conference. Proceedings (pp. 1-6). Institute of Industrial and Systems Engineers (IISE).

Rahman, A., Street, J., Wooten, J., Marufuzzaman, M., Wang, H., Gude, V.G., Buchanan, R., 2025. Interpretable wood chip moisture content prediction through texture analysis. Expert Systems with Applications , 126989. doi:https://doi.org/10.1016/j.eswa.2025.126989.


If you use the dataset, please cite the dataset or the journal article above. Thank you.

 

Funding Support: This work is supported by the Sustainable Bioeconomy through Biobased Products and Engineering for Agricultural Production and Processing programs, project award no. 2020-67019-30772 and 2022-67022-37861, from the U.S. Department of Agriculture’s National Institute of Food and Agriculture. Any opinions, findings, conclusions, or recommendations expressed in this publication are those of the author(s) and should not be construed to represent any official USDA or U.S. Government determination or policy.