cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.cah685
title: Occurrence Download

description: A dataset containing 41191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((6.2704787497149805 49.613440339437844, 6.269495458394776 49.62222940604121, 6.2658909151400275 49.63072489220723, 6.259802410157369 49.638600081613646, 6.251463064907977 49.64555196018184, 6.241193004387987 49.651312917801874, 6.229387108985426 49.65566110150106, 6.216499808170505 49.65842901165843, 6.2030275050337735 49.65951000014588, 6.1894893241416336 49.65886241131419, 6.176406949424575 49.65651120017532, 6.164284359462777 49.65254696293474, 6.153588272132742 49.647122418731264, 6.144730078847673 49.640446483406, 6.1380499824847075 49.63277617180888, 6.13380395647811 49.624406650401404, 6.132154021040579 49.615659833177084, 6.13316219275106 49.606871968437325, 6.136788313062328 49.598380699864336, 6.142891806860858 49.590512101691154, 6.151237270771455 49.58356818454217, 6.161503648279086 49.57781534647397, 6.173296619692084 49.57347420433077, 6.186163723096114 49.5707111857193, 6.199611630276033 49.569632194072895, 6.213124930736899 49.57027858103926, 6.226185728377227 49.57262557457987, 6.238293329535559 49.5765832205815, 6.248983298242153 49.58199980336297, 6.2578451745805745 49.588667619138114, 6.2645381949533165 49.59633088918452, 6.268804418358399 49.60469551905179, 6.2704787497149805 49.613440339437844))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 41191 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018606-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6jp-aj9-j3e
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hnc-rk7-4tq
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nez-haz-axm
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/98r-7v1-xml
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h3y-bqj-q3y
title: Bubalus C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wdz-gtr-471
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jjq-ft9-lel
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p74-12q-m9n
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2y1-hz3-evb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n00-qrh-p7e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4q0-y5p-vwc
title: Muntiacus muntjak (Zimmermann, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k2f-pys-8nk
title: Python

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7hn-3gb-c9w
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3h2-6lg-5pf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bt0-ed3-665
title: Cervidae Goldfuss, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jd5-2w6-g1b
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xev-lwc-vzr
title: Duboisia Szidat, 1936

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8g6-hz7-2h3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kqs-6zv-hv2
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tcj-bb6-x5f
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j6h-ejs-11g
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q10-k9m-9ah
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.dpt8ju
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phractura scaphyrhynchura)",
 "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 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018608-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4q0-cqm-kf2
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wda-xny-ztf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/es4-rmm-jmk
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/prh-vh3-gcb
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1zp-t3g-kgc
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gv5-l6g-dk0
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v8j-ewn-6p0
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/065-rq4-yzq
title: Varanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9x8-e6e-rzt
title: Cymbaloporetta squammosa (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/agh-3x0-d4x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w72-mfr-1hs
title: Bubalus C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8sp-bla-grq
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b9z-gav-yr6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6vh-sfs-5c4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1vh-f2y-z75
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/79z-pjq-zme
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6f6-ynx-469
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gaf-98t-lf4
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x3l-3zj-99j
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29910863
title: State of Open Data Survey 2025 additional resources

description: Anonymised raw data and questionnaire for the 2025 State of Open Data survey developed between Springer Nature, Figshare and Digital Science. The annual survey looks to understand attitudes and behaviours of research authors to the sharing, reuse and redistribution of openly available data.
DOI: 10.6084/m9.figshare.29910863.v1
title: State of Open Data Survey 2025 additional resources

description: Anonymised raw data and questionnaire for the 2025 State of Open Data survey developed between Springer Nature, Figshare and Digital Science. The annual survey looks to understand attitudes and behaviours of research authors to the sharing, reuse and redistribution of openly available data.
DOI: 10.3535/k6c-wjk-211
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ka8-ddz-vtq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4dk-97p-f8g
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nvq-02s-rnj
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dbn-m06-qt8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q2l-174-4c3
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2t0-t4d-y56
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d8m-0xq-xph
title: Homo sapiens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tn4-bg7-d0l
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.devd6w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta pentagona",
 "Country is Kyrgyzstan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018610-250811113504898/datasets/export for details.
DOI: 10.3535/ltm-l6x-tm7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nw9-6ls-xrf
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ub968z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petroscirtes ancylodon",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018609-250811113504898/datasets/export for details.
DOI: 10.3535/de8-t1b-4ss
title: Sus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lqf-k9d-bmf
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kx8-zsy-0pr
title: Muntiacus muntjak (Zimmermann, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hyy-1c5-2bc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qlg-wam-1gp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48677/de96fe93-e6d6-4ad7-a320-4d9a3cfa9e5f
title: Namenverzeichnis zur Österreichischen Karte 1:500 000 Stichtag 01.06.2024

description: Das Namenverzeichnis zur ÖK500 ist eine alphabetische Zusammenstellung aller in der Österreichischen Karte 1:500 000 enthaltenen Namen mit einer beigefügten Indexierung. Diese Indexierung ist dem geographischen Gradnetz der ÖK500 angepasst. Die zwischen den Breitenkreisen liegenden Streifen werden mit Buchstaben und die meridionalen Streifen mit Zahlen bezeichnet. Die Beschriftung des Suchgitters erfolgt am Kartenrahmen. Auf diese Weise sind ca. 8.000 Namen erfasst.
 
 Das Namenverzeichnis zur Österreichischen Karte 1:500 000 ist sowohl für die topographische als auch politische Ausgabe mit Suchgitter zu verwenden.
 
 Stichtag = Erstellungsdatum:
 Die Daten sind zu diesem Tag der aktuellste Datenbestand des BEV.
 Dies ist nicht ident mit dem Aufnahme- bzw. Vermessungsdatum.
DOI: 10.5281/zenodo.12579141
title: The role of plume-lithosphere interaction in Hawaii-Emperor chain formation

description: Numerical modeling data of the research paper "The role of plume-lithosphere interaction in Hawaii-Emperor chain formation" published in Nature Communications.
DOI: 10.5281/zenodo.12579142
title: The role of plume-lithosphere interaction in Hawaii-Emperor chain formation

description: Numerical modeling data of the research paper "The role of plume-lithosphere interaction in Hawaii-Emperor chain formation" published in Nature Communications.
DOI: 10.14457/tu.the.2023.214
title: การศึกษาความเป็นไปได้ในการพัฒนาโครงการคอนโดมิเนียมในนิคมอมตะนคร ชลบุรี

description: การศึกษาการค้นคว้าอิสระครั้งนี้เป็นการศึกษาความเป็นไปได้ในการพัฒนาโครงการคอนโดมิเนียมภายในนิคมอมตะนคร ชลบุรี เพื่อรองรับความต้องการตามสภาพตลาดที่เปลี่ยนไปเนื่องด้วยทั้งปัจจัยภายในและภายนอก อาทิ ปัญหาครัวเรือน หรืออัตราดอกเบี้ยที่สูงขึ้น ส่งผลให้ความสามารถในการซื้อของกลุ่มลูกค้าลดลง โดยพื้นที่นำมาศึกษาเป็นที่ดินขนาด 2-3-7.5 ไร่ ติดถนนใหญ่เทศบาล 2 ตำบลหนองตึง อำเภอพานทอง ซึ่งถือเป็นหนึ่งในทำเลที่มีราคาที่ดินที่สูงที่สุดในย่านเนื่องจากอยู่ใกล้ปากทางเข้านิคมอมตะนครเฟส 6-8 และสามารถเชื่อมต่อสู่ถนนเส้นสำคัญได้หลายเส้นทาง อีกทั้งยังรายล้อมไปด้วยสิ่งอำนวยความสะดวกที่ครบครัน จึงถือเป็นทำเลใจกลางอมตะนคร ซึ่งเมื่อพิจารณาที่ดินดังกล่าวถึงการใช้ประโยชน์สูงสุด (Highest and Best Use) จึงเกิดแนวคิดการพัฒนาโครงการคอนโดมิเนียมภายใต้ชื่อโครงการ อารดา เวล่า อมตะ-หนองตำลึงทั้งนี้เมื่อนำมาวิเคราะห์ทั้งในด้านการตลาด ด้านการเงิน และผลตอบแทนในการลงทุนพบว่ากระแสเงินสดสุทธิของโครงการ (NPV) อยู่ที่ 53,698,016.61 บาท อัตราผลตอบแทนภายใน (IRR) อยู่ที่ 21% และมีต้นทุนเฉลี่ยของเงินทุน (WACC) อยู่ที่ 5.56% จึงสามารถสรุปได้ว่ามีความเป็นได้ไปในการลงทุน
DOI: 10.15468/dl.aqh42j
title: Occurrence Download

description: A dataset containing 3312 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Dataset of the plant-Buprestidae (Coleoptera) interactions from Mexico"
 ]
}

 The dataset includes 3312 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003288-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12165428
title: Synthetic datasets reflecting the shRNA-seq knockdown ENCODE data for HepG2 and K562 with coresponding GRN

description: Synthetic data correspond to the ENCODE data for cell lines HepG2 (https://www.encodeproject.org/biosamples/ENCBS282XVK/) and K562 (https://www.encodeproject.org/biosamples/ENCBS023XVB/). The data and networks were generated using GeneSPIDER (publicly available at https://bitbucket.org/sonnhammergrni/genespider/).

 

Table.1 Description of the files




data_HepG2like_SNR_L=0.0054699_diff=1.6188e-05.txt
Synthetic gene expression knockdown (shRNA-seq) data immitating the ENCODE data for HepG2 cell line. Data size: 232 RBPs vs 464 experiments (2 replicates). SNR_L is the value of signal to noise ratio. Difference (diff) value tells the difference between replicate correlation coefficients of real and synthetic ENCODE data. Columns represent experiments, rows represent genes.


data_K562like_SNR_L=0.0028692_diff=0.00017339.txt
Synthetic gene expression knockdown (shRNA-seq) data immitating the ENCODE data for K562 cell line. Data size: 232 RBPs vs 464 experiments (2 replicates). SNR_L is the value of signal to noise ratio. Difference (diff) value tells the difference between replicate correlation coefficients of real and synthetic ENCODE data. Columns represent experiments, rows represent genes.


network_HEPG2like_sparsity4.txt
Synthetic scale-free gene regulatory network compatibile with data_HepG2like_SNR_L=0.0054699_diff=1.6188e-05.txt. Sparsity (average node degree) is 4 including selfloops. Direction should be read from columns to rows.


network_K562like_sparsity4.txt
Synthetic scale-free gene regulatory network compatibile with data_K562like_SNR_L=0.0028692_diff=0.00017339.txt. Sparsity (average node degree) is 4 including selfloops. Direction should be read from columns to rows.


perturbations_HepG2&K562_2replicates.txt
Perturbation matrix including information about knockeddown RBPs. Data size: 232 RBPs vs 464 experiments (2 replicates).




 

Created by Garbulowski et al. (2024) as a part of the work entitled "Comprehensive analysis of the RBP regulome reveals functional modules and drug candidates in liver cancer"
DOI: 10.5281/zenodo.12165429
title: Synthetic datasets reflecting the shRNA-seq knockdown ENCODE data for HepG2 and K562 with coresponding GRN

description: Synthetic data correspond to the ENCODE data for cell lines HepG2 (https://www.encodeproject.org/biosamples/ENCBS282XVK/) and K562 (https://www.encodeproject.org/biosamples/ENCBS023XVB/). The data and networks were generated using GeneSPIDER (publicly available at https://bitbucket.org/sonnhammergrni/genespider/).

 

Table.1 Description of the files




data_HepG2like_SNR_L=0.0054699_diff=1.6188e-05.txt
Synthetic gene expression knockdown (shRNA-seq) data immitating the ENCODE data for HepG2 cell line. Data size: 232 RBPs vs 464 experiments (2 replicates). SNR_L is the value of signal to noise ratio. Difference (diff) value tells the difference between replicate correlation coefficients of real and synthetic ENCODE data. Columns represent experiments, rows represent genes.


data_K562like_SNR_L=0.0028692_diff=0.00017339.txt
Synthetic gene expression knockdown (shRNA-seq) data immitating the ENCODE data for K562 cell line. Data size: 232 RBPs vs 464 experiments (2 replicates). SNR_L is the value of signal to noise ratio. Difference (diff) value tells the difference between replicate correlation coefficients of real and synthetic ENCODE data. Columns represent experiments, rows represent genes.


network_HEPG2like_sparsity4.txt
Synthetic scale-free gene regulatory network compatibile with data_HepG2like_SNR_L=0.0054699_diff=1.6188e-05.txt. Sparsity (average node degree) is 4 including selfloops. Direction should be read from columns to rows.


network_K562like_sparsity4.txt
Synthetic scale-free gene regulatory network compatibile with data_K562like_SNR_L=0.0028692_diff=0.00017339.txt. Sparsity (average node degree) is 4 including selfloops. Direction should be read from columns to rows.


perturbations_HepG2&K562_2replicates.txt
Perturbation matrix including information about knockeddown RBPs. Data size: 232 RBPs vs 464 experiments (2 replicates).




 

Created by Garbulowski et al. (2024) as a part of the work entitled "Comprehensive analysis of the RBP regulome reveals functional modules and drug candidates in liver cancer"
DOI: 10.15468/dl.bgyr2h
title: Occurrence Download

description: A dataset containing 1976704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Equisetaceae"
 ]
}

 The dataset includes 1976704 records from 3557 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003235-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15932802
title: Choosing the Right Git Workflow: A Comparative Analysis of Trunk-based vs. Branch-based Approaches

description: This repository has the artifacts related to the paper "Choosing the Right Git Workflow: A Comparative Analysis of Trunk-based vs. Branch-based Approaches" accepted at the 39th Brazilian Symposium on Software Engineering (SBES 2025).
DOI: 10.15468/dl.dk8svp
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium pavlovii"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024044-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qhrgf
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACG7066"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024045-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15978463
title: FYD TEOM Air PM10 Data Repository
title: Monitoring feedyard particulate matter emissions in West Texas

description: Particulate matter (PM10) -inhalable aerodynamical particles of 10 um or smaller – emitted from beef cattle feedyards can exert significant impacts on regional air quality and affect nearby communities and the environment. Data were collected using Tapered Element Oscillating Microbalance (TEOM) monitors at upwind and downwind stations in the 2011-2020 period. PM10 mass concentration data were recorded at 5-minute resolution, while meteorological variables (wind speed/direction, air temperature, relative humidity) were recorded at 1-minute resolution. Precipitation was recorded daily. The raw data underwent quality-checking including standardization by applying a 7-day rolling average and standard deviation correction, bounding maxima and minima observations within 3 standard deviations. Duplicates were filtered and missing values where linearly interpolated. Data were subsequently resampled to median point-estimates at hourly or daily scales

• The data comprehensively summarizes 10 years of continuous air-monitoring and episodic sampling data on PM concentrations; a robust foundation for understanding the dynamics of fugitive particulate matter from beef cattle feedyards in the Texas High Plains.

• The inclusion of on-station meteorological data, feedyard operational parameters, and regional air quality indicators allows for in-depth characterizations of environment x air quality interactions; crucial for enabling further process-based mechanistic and machine learning modeling in this area.