cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hst78yczmy.3
title: Geospatial Dataset on Deforestation and Urban Sprawl in Dhaka, Bangladesh: A Resource for Environmental Analysis

description: Google Earth Pro facilitated the acquisition of satellite imagery to monitor deforestation in Dhaka, Bangladesh. Multiple years of images were systematically captured from specific locations, allowing comprehensive analysis of tree cover reduction. The imagery displays diverse aspect ratios based on satellite perspectives and possesses high resolution, suitable for remote sensing. Each site provided 5 to 35 images annually, accumulating data over a ten-year period. The dataset classifies images into three primary categories: tree cover, deforested regions, and masked images. Organized by year, it comprises both raw and annotated images, each paired with a JSON file containing annotations and segmentation masks. This organization enhances accessibility and temporal analysis. Furthermore, the dataset is conducive to machine learning initiatives, particularly in training models for object detection and segmentation to evaluate environmental alterations.
DOI: 10.17632/hst78yczmy.4
title: Geospatial Dataset on Deforestation and Urban Sprawl in Dhaka, Bangladesh: A Resource for Environmental Analysis

description: Google Earth Pro facilitated the acquisition of satellite imagery to monitor deforestation in Dhaka, Bangladesh. Multiple years of images were systematically captured from specific locations, allowing comprehensive analysis of tree cover reduction. The imagery displays diverse aspect ratios based on satellite perspectives and possesses high resolution, suitable for remote sensing. Each site provided 5 to 35 images annually, accumulating data over a ten-year period. The dataset classifies images into three primary categories: tree cover, deforested regions, and masked images. Organized by year, it comprises both raw and annotated images, each paired with a JSON file containing annotations and segmentation masks. This organization enhances accessibility and temporal analysis. Furthermore, the dataset is conducive to machine learning initiatives, particularly in training models for object detection and segmentation to evaluate environmental alterations.
DOI: 10.5517/ccdc.csd.cc2l9lh0
title: CCDC 2392502: Experimental Crystal Structure Determination

description: Related Article: Semen V. Aminov, Victor V. Fedotov, Konstantin V. Savateev, Artyom O. Neymash, Evgeny N. Ulomsky, Pavel A. Slepukhin, Vladimir L. Rusinov|2025|New J.Chem.|49|8627|doi:10.1039/D5NJ00255A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2l9lj1
title: CCDC 2392503: Experimental Crystal Structure Determination

description: Related Article: Semen V. Aminov, Victor V. Fedotov, Konstantin V. Savateev, Artyom O. Neymash, Evgeny N. Ulomsky, Pavel A. Slepukhin, Vladimir L. Rusinov|2025|New J.Chem.|49|8627|doi:10.1039/D5NJ00255A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2l9lk2
title: CCDC 2392504: Experimental Crystal Structure Determination

description: Related Article: Semen V. Aminov, Victor V. Fedotov, Konstantin V. Savateev, Artyom O. Neymash, Evgeny N. Ulomsky, Pavel A. Slepukhin, Vladimir L. Rusinov|2025|New J.Chem.|49|8627|doi:10.1039/D5NJ00255A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/hst78yczmy.5
title: Geospatial Dataset on Deforestation and Urban Sprawl in Dhaka, Bangladesh: A Resource for Environmental Analysis

description: Google Earth Pro facilitated the acquisition of satellite imagery to monitor deforestation in Dhaka, Bangladesh. Multiple years of images were systematically captured from specific locations, allowing comprehensive analysis of tree cover reduction. The imagery displays diverse aspect ratios based on satellite perspectives and possesses high resolution, suitable for remote sensing. Each site provided 5 to 35 images annually, accumulating data over a ten-year period. The dataset classifies images into three primary categories: tree cover, deforested regions, and masked images. Organized by year, it comprises both raw and annotated images, each paired with a JSON file containing annotations and segmentation masks. This organization enhances accessibility and temporal analysis. Furthermore, the dataset is conducive to machine learning initiatives, particularly in training models for object detection and segmentation to evaluate environmental alterations.
DOI: 10.5517/ccdc.csd.cc2lz7hb
title: CCDC 2412342: Experimental Crystal Structure Determination

description: Related Article: Pinaki Bhattacharjee, Szabolcs Dvorácskó, Océane Pointeau, Biswajit Kundu, Nicholas Rutland, Henry Puhl III, Jie Liu, Grzegorz Godlewski, Sergio A. Hassan, Tony Jourdan, Resat Cinar, Malliga R. Iyer
|2025|Metabolism|170|156291|doi:10.1016/j.metabol.2025.156291
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/d6rxj458xx
title: Hospitalizations for ambulatory care sensitive conditions and consultations

description: Dataset and R analysis script for the evaluation of the effects of synchronous telephone-based discussions on ACSC hospitalizations.
DOI: 10.17632/d6rxj458xx.1
title: Hospitalizations for ambulatory care sensitive conditions and consultations

description: Dataset and R analysis script for the evaluation of the effects of synchronous telephone-based discussions on ACSC hospitalizations.
DOI: 10.5517/ccdc.csd.cc2mhnc5
title: CCDC 2428117: Experimental Crystal Structure Determination

description: Related Article: Yansheng Jiang, Hangwei Jia, Wenhu Wang, Muhammad Arif, Xiuling Yan, Xueling Hou|2025|New J.Chem.|49|8908|doi:10.1039/D5NJ01198A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/rtsfh7jh7p.1
title: MED-SAM: Mosquito Ecology Detection and Surface Segmentation Multi-class Dataset

description: The MED-SAM dataset is designed to support the detection of mosquito breeding sites and the segmentation of water surfaces in those locations. It consists of two main components:

1. Breeding Place Detection: This part includes 1,828 images with 3,752 annotations across five different classes: Coconut-Exocarp, Vase, Tire, Drain-Inlet, and Bottle. Images were collected from various urban, semi-urban, and rural areas in Bangladesh during daylight hours to ensure consistent quality. Technical validation was performed using object detection models such as YOLOv5s, YOLOv8n, and YOLOv9s, with YOLOv5s achieving the highest accuracy.
2. Water Surface Segmentation: This component contains 142 images and 253 annotations focused on segmenting water surfaces in two classes: vase_with_water and tire_with_water. The segmentation was validated using the YOLOv8x-Seg and YOLOv11n-Seg models to accurately identify the presence of water in potential breeding sites.

The MED-SAM dataset serves as a valuable resource for developing AI-based solutions aimed at detecting and analyzing mosquito breeding sites, contributing to mosquito control efforts, and the prevention of mosquito-borne diseases. Its combination of object detection and water surface segmentation offers a novel approach to identifying high-risk areas for mosquito proliferation.
DOI: 10.17632/rtsfh7jh7p.2
title: VisText-Mosquito: A Multimodal Dataset for Mosquito Breeding Site Detection, Surface Segmentation, and Reasoning

description: VisText-Mosquito is a comprehensive multimodal dataset designed to support the detection of mosquito breeding sites, segmentation of water surfaces, and generation of natural language reasoning for explainable AI applications. It consists of three core components:

Breeding Place Detection: This part includes 1,828 images with 3,752 annotations across five classes: Coconut-Exocarp, Vase, Tire, Drain-Inlet, and Bottle. The images were collected from diverse urban, semi-urban, and rural environments in Bangladesh under daylight conditions to ensure visual consistency. Detection performance was validated using state-of-the-art object detection models, including YOLOv5s, YOLOv8n, and YOLOv9s, with YOLOv9s achieving the highest mAP@50.

Water Surface Segmentation: This component contains 142 images with 253 annotations across two classes: \texttt{vase_with_water} and \texttt{tire_with_water}. YOLOv8x-Seg and YOLOv11n-Seg models were used to validate segmentation performance in detecting water surfaces within the identified containers.

Textual Reasoning Generation: Each image is linked with a natural language reasoning statement that explains the presence or absence of breeding risk. A fine-tuned BLIP model was used to generate these explanations, achieving strong performance on BLEU, BERTScore, and ROUGE-L metrics.

The VisText-Mosquito dataset offers a novel multimodal benchmark for training and evaluating AI models that combine detection, segmentation, and interpretability. It serves as a valuable resource for researchers and public health professionals aiming to develop explainable, scalable mosquito control solutions.
DOI: 10.15468/dl.uejt5m
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parthenium hysterophorus L.",
 "Country is Curaçao"
 ]
}

 The dataset includes 51 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007724-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evpm55
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Dendrortyx barbatus Gould, 1846"
 ]
}

 The dataset's 1 records were derived from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075854-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uz6mh
title: Occurrence Download

description: A dataset containing 6330076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 6330076 records from 6876 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075855-240506114902167/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.29755598
title: Dataset: ChatGPT Feedback Interventions for A2-Level EFL Academic Writing

description: This dataset includes pre- and post-test scores for academic writing, rubric evaluations, and anonymized participant responses collected during a quasi-experimental study on the effectiveness of ChatGPT-generated feedback for A2-level English as a Foreign Language (EFL) learners. The data was used to analyze improvements in grammar, organization, and content following a 14-week intervention at a public university in Ecuador. All personal information has been anonymized to protect participant confidentiality.
DOI: 10.6084/m9.figshare.29755598.v1
title: Dataset: ChatGPT Feedback Interventions for A2-Level EFL Academic Writing

description: This dataset includes pre- and post-test scores for academic writing, rubric evaluations, and anonymized participant responses collected during a quasi-experimental study on the effectiveness of ChatGPT-generated feedback for A2-level English as a Foreign Language (EFL) learners. The data was used to analyze improvements in grammar, organization, and content following a 14-week intervention at a public university in Ecuador. All personal information has been anonymized to protect participant confidentiality.
DOI: 10.15468/dl.jmsve2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decadiomus bahamicus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083758-250717081556266/datasets/export for details.
DOI: 10.15468/dl.fvmfet
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muntingia calabura",
 "Country is Nauru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083760-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzfuhr
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypoclinea"
 ]
}

 The dataset includes 47 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083759-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7w6sn
title: Occurrence Download

description: A dataset containing 2222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apidae",
 "Geometry POLYGON ((-44.54777683559197 -23.260618951062984, -41.73913667874437 -23.260618951062984, -41.73913667874437 -21.950522887532973, -44.54777683559197 -21.950522887532973, -44.54777683559197 -23.260618951062984))"
 ]
}

 The dataset includes 2222 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012170-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3cvwm
title: Occurrence Download

description: A dataset listing the 305 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-44.42108 -2.78472,-44.02695 -2.76302,-44.01249 -2.38336,-44.37914 -2.42205,-44.42108 -2.78472))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 305 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012155-250515123054153/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.29086931
title: Non-synthesizable structures

description: The initial non-synthesizable structures data used for fine-tuning the large language model
DOI: 10.3535/ncd-y73-vlm
title: Nassarius cadeei H. H. Kool, 2006

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vyz-pg8-xbq
title: Hiatella arctica (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29886380
title: CUA_lenvatinib_Plosone_data set.xlsx

description: <b>Cost-utility analysis of lenvatinib and sorafenib</b><b> </b><b>for the first-line treatment of</b><b> </b><b>unresectable</b><b> </b><b>hepatocellular carcinoma in Vietnam: Evidence from a lower-middle income country</b>
DOI: 10.6084/m9.figshare.29886380.v2
title: CUA_lenvatinib_Plosone_data set.xlsx

description: <b>Cost-utility analysis of lenvatinib and sorafenib</b><b> </b><b>for the first-line treatment of</b><b> </b><b>unresectable</b><b> </b><b>hepatocellular carcinoma in Vietnam: Evidence from a lower-middle income country</b>
DOI: 10.3535/6rs-4bp-3zp
title: Radix auricularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29886380.v1
title: CUA_lenvatinib_Plosone_data set.xlsx

description: <b>Cost-utility analysis of lenvatinib and sorafenib</b><b> </b><b>for the first-line treatment of</b><b> </b><b>unresectable</b><b> </b><b>hepatocellular carcinoma in Vietnam: Evidence from a lower-middle income country</b>
DOI: 10.3535/3j6-hh7-lsr
title: Tritia incrassata (Strøm, 1768)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kta-9z8-vae
title: Tellinella virgata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qwr-f02-t7t
title: Cryptospira grisea (Jousseaume, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d2b-5mz-ln9
title: Conus striatus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/09a-nb2-v4x
title: Imbricaria flammea (Quoy & Gaimard, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e1l-ab1-w93
title: Oxymeris dimidiata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/py0-e29-ywy
title: Oudardia compressa (Brocchi, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rla-gb8-0s4
title: Malea pomum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ewt-ld5-h9g
title: Acteon finlayi McGinty, 1955

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j4z-5df-hls
title: Turricula javana (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tvv-d5e-3ke
title: Ischnochiton rissoi (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jak-61w-tx5
title: Parafossarulus sinensis (von Möllendorff, 1888)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kdh-788-e7w
title: Cyclochlamys transenna (Suter, 1913)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nds-fkm-rpq
title: Chicoreus florifer (Reeve, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r9q-na3-wel
title: Lentigo lentiginosus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c4s-4pt-ds7
title: Conus regularis G. B. Sowerby I, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/brf-elc-z2t
title: Casmaria erinaceus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gg9-dac-tw8
title: Chiton tuberculatus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b1n-qxr-6b6
title: Agathotoma candidissima (C. B. Adams, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y43-j55-mgp
title: Scalptia scalariformis (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ka-q3a-7ee
title: Spiralina spiralis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8dm-qmf-v7t
title: Conus ammiralis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kke-tpk-65a
title: Pseudomacalia antillarum (A. d'Orbigny, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lml-klc-n35
title: Oliva pacifica Marrat, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ryg-8xj-et2
title: Leptopoma L. Pfeiffer, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zf0-26d-a90
title: Austroborus lutescens (P. P. King, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vqf-2jr-mm8
title: Caecum J. Fleming, 1813

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y1w-n2c-zzh
title: Cumingia lamellosa G. B. Sowerby I, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qnl-t3h-wg5
title: Mysella triangularis (R. B. Watson, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ydl-5tk-m46
title: Diplommatina baliana Fulton, 1899

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ffyc8c
title: Occurrence Download

description: A dataset containing 1286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ochthoeca salvini)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1286 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001775-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7rs-6mp-g1v
title: Acanthochitona fascicularis (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zv3-30l-tnd
title: Macoploma tenta (Say, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1n0-439-jgd
title: Turritella terebra (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vdc-3zj-h18
title: Polyschides tetraschistus (R. B. Watson, 1879)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.