cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vpmre9
title: Occurrence Download

description: A dataset containing 773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Country is Malta",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 773 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000355-150216165555722/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-64264
title: Xmas roto number, Bullock's, Southern California, 1933

description: 5 photographs of Bullock's Christmas roto number, Southern California, 1933. "Subject: Xmas roto number, see 8x10 negs; Client: Bullocks [sic]; Original Print Order: 1 ea[ch]; Size: contact; Finish: gl[ossy]; Job: 11-14-81-C; Year: 1933" -- on envelope front. "Charged on 11-14-81A" -- on envelope back.
DOI: 10.15468/dl.somc7h
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Machaonia ottonis (K.Schum.) Urb."
 ]
}

 The dataset includes 117 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000355-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-101370
title: Boy using tools, etc., Los Angeles, Calif., 1941

description: 20 photographs of a boy (probably a model) shown in activities considered suitable for a boy, Los Angeles, California, 1941 May 23. He uses a hammer, a screwdriver, a brace and bit, a saw, and pliers (on a vacuum cleaner), frowns at the insides of a radio set, eats an ice-cream cone, looks at a vacuum tube, takes a clock apart, holds a tortoise. "Classifications: #7 H - Boys heads, #16, 17 H Children with pets, others H - Boys, tools; Print order: 1 ea[ch]; Size: 8x10; Finish: gl[ossy]; 1 #8; Size: 8x10; Finish: gl[ossy];; 1 #8; Size: 11x14; Finish: gl[ossy];1 #17; Size: 8x10; Finish: gl[ossy]; 1 #20; Size: 8x10; Finish: gl[ossy]; 1 #8; Size: 8x10; Finish: gl[ossy]; entire neg[ative]" -- on half envelope front. "Reproduction rights sold to: #8 Calif[ornia] Parent Teachers 8/[19]41; #17 [ditto] Calif[ornia] Parent Teachers 1/[19]42; #20 Foreman & Clark 1/[19]42; #8 L[os] A[ngeles] Times" -- on half envelope back.
DOI: 10.15468/dl.yjpbop
title: Occurrence Download

description: A dataset containing 2655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex serotina Mérat",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2655 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000355-150407101314760/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-101710
title: Fireproofing grass on Mulholland Island, Los Angeles County, Calif., 1941

description: 21 photographs showing men: working with a wheeled tank (Bean brand) and hoses, spraying tall weeds, Los Angeles County, California, 1941 May 27. They also look at a metal bottle with a label "Deoxolin," at an intersection of Franklin Canyon Drive look at a working spray with 4 nozzles, inspecting weeds and equipment, stand beside a sign reading, "This border flameproofed by Deoxolin," and talk in small groups. A sign behind a man spraying reads, in part, "Mulholland Highway and Coldwater Canyon acreage, consult [?] Crest Realty Company, [?] Mulholland Highway, OXford 4044." Several negatives have red tape on them to mask off parts of the images. "Reproduction rights sold to: #4, 7, 5, 2, 1,10, 20, 15, 21,8, 13, 12, 11 sold to Deoxolin - Mr. Shenko; #15 Pepperdine Foundation 7/[19]47" -- on scrap of envelope.
DOI: 10.25549/whit-c170-64185
title: Christmas roto book, Bullock's, Southern California, 1933

description: 18 photographs of Bullock's Christmas items, Southern California, 1933. "Subject: Xmas roto book; Client: Bullock's; Original Print Order: 1 ea[ch]; Size: contact; Finish: gl[ossy]; Job: 11-14-81-7; Year: 1933" -- on envelope front. "charged on 11-14-81A" -- on envelope back.
DOI: 10.15468/dl.1emfez
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galium harcynicum Weigel",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 82 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000355-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-64186
title: Christmas roto book, Bullock's, Southern California, 1933

description: 18 photographs of Bullock's Christmas items, Southern California, 1933. "Subject: Xmas roto book; Client: Bullock's; Original Print Order: 1 ea[ch]; Size: contact; Finish: gl[ossy]; Job: 11-14-81-7; Year: 1933" -- on envelope front. "charged on 11-14-81A" -- on envelope back.
DOI: 10.15468/dl.fbmifx
title: Occurrence Download

description: A dataset containing 3278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deschampsia caespitosa P.Beauv.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3278 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000355-150523225239109/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17447589
title: Construction and Demolition Waste Dataset and YOLOv11-L Model for Real-Time Detection and Dynamic Tracking

description: This repository contains the dataset, trained models, and demonstration video used in the research paper “Dataset Development and Real-Time Detection, Classification, and Dynamic Tracking of Construction and Demolition Waste on a Moving Conveyor Belt.”

The dataset (AI waste Sorting_2.v5i.yolov11.zip) includes 1,630 high-resolution images of construction and demolition waste captured under real conveyor motion in a controlled laboratory setup. Each image is annotated into five material classes — Brick, Concrete, Plastic, Reinforcement (steel), and Timber — using the Roboflow platform in YOLO format.

The trained YOLOv11-L (YOLOv11l.pt) and YOLOv8-L (YOLOv8l.pt) model weights are provided for benchmarking and replication. The YOLOv11-L model achieved 94.4 % mAP@0.5 and 71.2 % mAP@[0.5:0.95] on the test set, with real-time inference at 15 FPS.

The accompanying demonstration video (Example conveyor detection and tracking demonstration.mp4) shows the real-time detection and ByteTrack-based dynamic tracking of multiple C&D waste materials on a moving conveyor.

Contents:• AI waste Sorting_2.v5i.yolov11.zip – Dataset (images + labels + YOLO config).• YOLOv11l.pt – Trained YOLOv11-L model weights.• YOLOv8l.pt – Trained YOLOv8-L baseline model.• Example conveyor detection and tracking demonstration.mp4 – Demonstration video.
DOI: 10.5281/zenodo.17447590
title: Construction and Demolition Waste Dataset and YOLOv11-L Model for Real-Time Detection and Dynamic Tracking

description: This repository contains the dataset, trained models, and demonstration video used in the research paper “Dataset Development and Real-Time Detection, Classification, and Dynamic Tracking of Construction and Demolition Waste on a Moving Conveyor Belt.”

The dataset (AI waste Sorting_2.v5i.yolov11.zip) includes 1,630 high-resolution images of construction and demolition waste captured under real conveyor motion in a controlled laboratory setup. Each image is annotated into five material classes — Brick, Concrete, Plastic, Reinforcement (steel), and Timber — using the Roboflow platform in YOLO format.

The trained YOLOv11-L (YOLOv11l.pt) and YOLOv8-L (YOLOv8l.pt) model weights are provided for benchmarking and replication. The YOLOv11-L model achieved 94.4 % mAP@0.5 and 71.2 % mAP@[0.5:0.95] on the test set, with real-time inference at 15 FPS.

The accompanying demonstration video (Example conveyor detection and tracking demonstration.mp4) shows the real-time detection and ByteTrack-based dynamic tracking of multiple C&D waste materials on a moving conveyor.

Contents:• AI waste Sorting_2.v5i.yolov11.zip – Dataset (images + labels + YOLO config).• YOLOv11l.pt – Trained YOLOv11-L model weights.• YOLOv8l.pt – Trained YOLOv8-L baseline model.• Example conveyor detection and tracking demonstration.mp4 – Demonstration video.
DOI: 10.34740/kaggle/dsv/13506757
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.30018103
title: S1 Data - Enhancing Sustainable Agricultural Export Performance through Digitalization.xlsx

description: This study employs three explained variables—Domestic Value-Added in Exports (DVA), Gross Exports (E), and the Ratio of Domestic Value-Added in Exports to Gross Exports (EDVAR)—to evaluate agricultural export performance. All raw data are sourced from the OECD Activities of Multinational Enterprises Inter-Country Input–Output (AMNE ICIO) Database. For the explanatory variables, following the ISIC Rev. 4.0 classification, industries C26 and J58T63 are identified as digitalization input sectors, encompassing telecommunications equipment and services, computer software and hardware, publishing, and digital media. Using the OECD AMNE ICIO Database, we compute both the domestic and foreign digitalization input levels for the agricultural sector in each country. The control variables include: (1) Agricultural Global Value Chain (GVC) Position (GP), measured as the ratio of forward to backward participation in agricultural GVCs, calculated from the OECD AMNE ICIO Database; (2) Technological Level (te), measured by the share of medium- and high-tech exports in total manufactured exports, obtained from the World Bank database; (3) Institutional Quality (rq), measured using the regulatory quality index from the Rule of Law database; (4) Human Capital (hc), measured by the human capital index from the Penn World Table, version 10.01; and (5) Land Resources (lr), measured as the proportion of arable land, sourced from the World Bank database.The study covers the period from 2000 to 2019, comprising 20 years of data, with a total sample of 1,480 observations.
DOI: 10.6084/m9.figshare.30018103.v2
title: S1 Data - Enhancing Sustainable Agricultural Export Performance through Digitalization.xlsx

description: This study employs three explained variables—Domestic Value-Added in Exports (DVA), Gross Exports (E), and the Ratio of Domestic Value-Added in Exports to Gross Exports (EDVAR)—to evaluate agricultural export performance. All raw data are sourced from the OECD Activities of Multinational Enterprises Inter-Country Input–Output (AMNE ICIO) Database. For the explanatory variables, following the ISIC Rev. 4.0 classification, industries C26 and J58T63 are identified as digitalization input sectors, encompassing telecommunications equipment and services, computer software and hardware, publishing, and digital media. Using the OECD AMNE ICIO Database, we compute both the domestic and foreign digitalization input levels for the agricultural sector in each country. The control variables include: (1) Agricultural Global Value Chain (GVC) Position (GP), measured as the ratio of forward to backward participation in agricultural GVCs, calculated from the OECD AMNE ICIO Database; (2) Technological Level (te), measured by the share of medium- and high-tech exports in total manufactured exports, obtained from the World Bank database; (3) Institutional Quality (rq), measured using the regulatory quality index from the Rule of Law database; (4) Human Capital (hc), measured by the human capital index from the Penn World Table, version 10.01; and (5) Land Resources (lr), measured as the proportion of arable land, sourced from the World Bank database.The study covers the period from 2000 to 2019, comprising 20 years of data, with a total sample of 1,480 observations.
DOI: 10.6084/m9.figshare.30018103.v1
title: S1 Data - Enhancing Sustainable Agricultural Export Performance through Digitalization.xlsx

description: This study employs three explained variables—Domestic Value-Added in Exports (DVA), Gross Exports (E), and the Ratio of Domestic Value-Added in Exports to Gross Exports (EDVAR)—to evaluate agricultural export performance. All raw data are sourced from the OECD Activities of Multinational Enterprises Inter-Country Input–Output (AMNE ICIO) Database. For the explanatory variables, following the ISIC Rev. 4.0 classification, industries C26 and J58T63 are identified as digitalization input sectors, encompassing telecommunications equipment and services, computer software and hardware, publishing, and digital media. Using the OECD AMNE ICIO Database, we compute both the domestic and foreign digitalization input levels for the agricultural sector in each country. The control variables include: (1) Agricultural Global Value Chain (GVC) Position (GP), measured as the ratio of forward to backward participation in agricultural GVCs, calculated from the OECD AMNE ICIO Database; (2) Technological Level (te), measured by the share of medium- and high-tech exports in total manufactured exports, obtained from the World Bank database; (3) Institutional Quality (rq), measured using the regulatory quality index from the Rule of Law database; (4) Human Capital (hc), measured by the human capital index from the Penn World Table, version 10.01; and (5) Land Resources (lr), measured as the proportion of arable land, sourced from the World Bank database.The study covers the period from 2000 to 2019, comprising 20 years of data, with a total sample of 1,480 observations.
DOI: 10.15468/dl.f3qk9j
title: Occurrence Download

description: A dataset listing the 14700 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is French Guiana",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 14700 records were derived from 323 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000845-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6egt3
title: Occurrence Download

description: A dataset containing 864075 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viruses"
 ]
}

 The dataset includes 864075 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000842-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/s3rw15
title: MCT-LTDiag

description: This dataset is designed to support the development of artificial intelligence models for the differential diagnosis of liver tumors. It comprises contrast-enhanced CT scans of NIFTI format from five tumor categories: primary malignant tumors (hepatocellular carcinoma [HCC] and intrahepatic cholangiocarcinoma [ICC]), metastatic tumors (breast cancer liver metastasis [BCLM] and colorectal cancer liver metastasis [CRLM]), and a primary benign tumor (hepatic hemangioma [HH]). Each case includes four imaging phases: non-contrast (NC), arterial phase (AP), portal venous phase (PVP), and delayed phase (DP).
DOI: 10.13140/rg.2.2.35878.18240
title: 计算主义新图景（2000~2025）
DOI: 10.6084/m9.figshare.30448136
title: <b>Semantic action annotation enables causal dissection of ventrolateral striatum control of orofacial action</b>

description: This resource is the database for generating the figures and other analysis for the paper:<br><b>Semantic action annotation enables causal dissection of ventrolateral striatum control of orofacial action</b>, Gonzales& Shalom et.al., 2025
DOI: 10.6084/m9.figshare.30448136.v1
title: <b>Semantic action annotation enables causal dissection of ventrolateral striatum control of orofacial action</b>

description: This resource is the database for generating the figures and other analysis for the paper:<br><b>Semantic action annotation enables causal dissection of ventrolateral striatum control of orofacial action</b>, Gonzales& Shalom et.al., 2025
DOI: 10.25345/c52f7k460
title: MassIVE MSV000099595 - Specialized metabolome data of developping seeds from WT and aop3 genotypes developed under high temperatures
title: Arabidopsis thaliana (thale cress) wild-type (WT) and transgenic line were in the Columbia-0 (Col-0) background. The T-DNA insertion mutants of AOP3 (SALK_001655C) and the WT were sowed directly in fertilized soil. Plants were grown in optimal conditions (control) in a growth chamber with long day photoperiod (16h light/21 celsius degrees - 8h dark/19 celsius degrees). Watering was made with water. At the onset of flowering (occurring between 5 and 6 weeks after seed sowing), high temperature (HT) was applied to half of the plants of the corresponding experiment by transferring them to another growth chamber (SANYO, Thermo Fisher Scientific) displaying high temperature conditions (16h of light/27 celsius degrees - 8h of dark/24 celsius degrees). The other half of the plants, constituting control plants, remained in the initial growth chamber with control temperature conditions. Flower bud tagging was used to harvest seeds at precise developmental stages: Globular, Transition, Torpedo, Bent cotyledon, Mature green and Dry seed. Furthermore, rosette leaves were also harvested. Untargeted metabolomics analysis (LC-MS/MS) were performed with the 6 seed developmental stages and corresponding rosette leaves for both genotypes and temperature growing conditions.
DOI: 10.6084/m9.figshare.30084232
title: QseedNet: A Lightweight Deep-Learning Framework for Detection of Quarantine Weed Seeds in Imported Soybean Inspection

description: QseedNet: A Lightweight Deep-Learning Framework for Detection of Quarantine Weed Seeds in Imported Soybean Inspection
DOI: 10.6084/m9.figshare.30084232.v2
title: QseedNet: A Lightweight Deep-Learning Framework for Detection of Quarantine Weed Seeds in Imported Soybean Inspection

description: QseedNet: A Lightweight Deep-Learning Framework for Detection of Quarantine Weed Seeds in Imported Soybean Inspection
DOI: 10.6084/m9.figshare.30084232.v3
title: QseedNet: A Lightweight Deep-Learning Framework for Detection of Quarantine Weed Seeds in Imported Soybean Inspection

description: QseedNet: A Lightweight Deep-Learning Framework for Detection of Quarantine Weed Seeds in Imported Soybean Inspection
DOI: 10.5281/zenodo.17447525
title: Elderly Wellbeing Dataset (Roman Urdu Responses – Pakistan)

description: This dataset contains 1,000 culturally realistic responses from elderly participants in Pakistan. The data is written in Roman Urdu, capturing emotional tones, coping strategies, learning outcomes, and technology interactions. It is intended for research on AI-driven wellbeing systems, cultural linguistics, and autonomous learning support for older adults.
DOI: 10.15468/dl.ptp6af
title: Occurrence Download

description: A dataset containing 254086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Culicidae"
 ]
}

 The dataset includes 254086 records from 645 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000846-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8ph6t
title: Occurrence Download

description: A dataset containing 1215482 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Danish Mycological Society, fungal records database"
 ]
}

 The dataset includes 1215482 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000848-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtaem8
title: Occurrence Download

description: A dataset containing 2167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "GadmGid is ESP.1_1",
 "TaxonKey is Otis tarda",
 "Year 1900-2025"
 ]
}

 The dataset includes 2167 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000851-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ya3ts8
title: Occurrence Download

description: A dataset containing 123664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Foraminifera",
 "Year 2000-2025"
 ]
}

 The dataset includes 123664 records from 406 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000847-251025141854904/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.30448166
title: Epiformer test data

description: Epiformer test data​
DOI: 10.6084/m9.figshare.30448166.v1
title: Epiformer test data

description: Epiformer test data​
DOI: 10.15468/dl.6amz6z
title: Occurrence Download

description: A dataset listing the 26633 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is one of (French Guiana, Guyana, Suriname)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 26633 records were derived from 464 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000850-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpvkt9
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Celosia laxa Schumach. & Thonn."
 ]
}

 The dataset includes 232 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001150-171107215919691/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-13261
title: Grennan, Sean, 1991-05-02

description: Grennan, Sean, 1991 May 2. PART OF A SERIES: The staff of Gibson, Dunn & Crutcher coordinated witness interviews and conducted an extensive review of complaints filed against LAPD officers. Included in the series are summaries of witness interviews, statistics and investigative reports related to citizen complaints, an analysis on adjudicated cases involving use-of-force complaints, reports regarding LAPD's recruitment of African American officers and community oriented policing, and an excerpt from Malcolm Sparrow's Beyond 9-1-1. Also included are materials related to the firm's work product, including attorney notes, work plans, memoranda, and drafts of chapters for the Commission report.
DOI: 10.15468/dl.mjw3h4
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Disa chimanimaniensis (H.P.Linder) H.P.Linder"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178319-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.