cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/xlp-pt8-8ke
title: Parviturbo Pilsbry & T. L. McGinty, 1945

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/agd-9am-pas
title: Clithon oualaniense (Lesson, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gln-m4e-l7x
title: Lottiidae Gray, 1840

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qpl-0gt-rjb
title: Nerita signata Lamarck, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xrh-dp9-fse
title: Lyncina carneola (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5qe-2mr-6jq
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dz6-3tw-v7t
title: Turbo sparverius Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1b5-evx-wmt
title: Turbo petholatus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/56p-8tz-a1p
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e62-39r-tk1
title: Polyplacophora Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.vz57ab
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Icaricia icarioides blackmorei"
 ]
}

 The dataset includes 46 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006344-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18601079
title: Simulation data underlying the findings of "Effect of Age-Related Changes in Body Posture on the Musculoskeletal System Load: A Modeling Approach"

description: This dataset contains simulation results generated using the AnyBody Modeling System and underlies the findings of the manuscript “Effect of Age-Related Changes in Body Posture on the Musculoskeletal System Load: A Modeling Approach”. The simulations were performed within an AnyBody Modeling Study framework, and ground reaction forces (GRFs) were identified using the GRF prediction algorithm implemented in the AnyBody software.

The data include joint reaction forces in the lower limb joints normalized to body weight (BW), as well as posture-related input parameters: pelvic tilt (PT), sagittal vertical axis (SVA), and knee flexion angle (KFlex). Normative values of whole-body sagittal alignment in an asymptomatic adult population, as reported by Hu et al., were used as input data for the development of the mathematical model.

Simulations of quiet standing posture were conducted across subsequent decades of life (age groups: 20–29, 30–39, 40–49, 50–59, 60–69, 70–79, and 80–89 years) with a gender-based division: female (n = 302, average height: 159.1 cm, average body mass: 54.9 kg) and male (n = 282, average height: 168.5 cm, average body mass: 69.5 kg). In the first stage, simulations incorporated averaged values of individual parameters for each gender and age group. In the second stage, the influence of individual posture-related parameters on musculoskeletal system loading was assessed by performing simulations using mean values as well as values within one standard deviation (mean ± SD).

The following simulation variants are included in the dataset: (i) Variant 0 – averaged values of PT, SVA, and KFlex; (ii) Variant 1 – constant SVA and KFlex (mean), with PT varied as mean, mean − SD, and mean + SD; (iii) Variant 2 – constant PT and KFlex (mean), with SVA varied as mean, mean − SD, and mean + SD; and (iv) Variant 3 – constant PT and SVA (mean), with KFlex varied as mean, mean − SD, and mean + SD.
DOI: 10.5281/zenodo.18601080
title: Simulation data underlying the findings of "Effect of Age-Related Changes in Body Posture on the Musculoskeletal System Load: A Modeling Approach"

description: This dataset contains simulation results generated using the AnyBody Modeling System and underlies the findings of the manuscript “Effect of Age-Related Changes in Body Posture on the Musculoskeletal System Load: A Modeling Approach”. The simulations were performed within an AnyBody Modeling Study framework, and ground reaction forces (GRFs) were identified using the GRF prediction algorithm implemented in the AnyBody software.

The data include joint reaction forces in the lower limb joints normalized to body weight (BW), as well as posture-related input parameters: pelvic tilt (PT), sagittal vertical axis (SVA), and knee flexion angle (KFlex). Normative values of whole-body sagittal alignment in an asymptomatic adult population, as reported by Hu et al., were used as input data for the development of the mathematical model.

Simulations of quiet standing posture were conducted across subsequent decades of life (age groups: 20–29, 30–39, 40–49, 50–59, 60–69, 70–79, and 80–89 years) with a gender-based division: female (n = 302, average height: 159.1 cm, average body mass: 54.9 kg) and male (n = 282, average height: 168.5 cm, average body mass: 69.5 kg). In the first stage, simulations incorporated averaged values of individual parameters for each gender and age group. In the second stage, the influence of individual posture-related parameters on musculoskeletal system loading was assessed by performing simulations using mean values as well as values within one standard deviation (mean ± SD).

The following simulation variants are included in the dataset: (i) Variant 0 – averaged values of PT, SVA, and KFlex; (ii) Variant 1 – constant SVA and KFlex (mean), with PT varied as mean, mean − SD, and mean + SD; (iii) Variant 2 – constant PT and KFlex (mean), with SVA varied as mean, mean − SD, and mean + SD; and (iv) Variant 3 – constant PT and SVA (mean), with KFlex varied as mean, mean − SD, and mean + SD.
DOI: 10.34740/kaggle/dsv/14799758
title: Market Prices of Commodities in South Tangerang
DOI: 10.15468/dl.jhehms
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Priocharax nanus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006347-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17608/k6.auckland.5611171
title: Chapter 2: buckingham pi notebook

description: A jupyter notebook to accompany Chapter 2 of A Guided Tour of Mathematical Methods for the Physical Sciences.<br>
DOI: 10.17608/k6.auckland.5611171.v1
title: Chapter 2: buckingham pi notebook

description: A jupyter notebook to accompany Chapter 2 of A Guided Tour of Mathematical Methods for the Physical Sciences.<br>
DOI: 10.5281/zenodo.18601349
title: ТКАНЕВАЯ ОРГАНИЗАЦИЯ И ФУНКЦИОНАЛЬНАЯ АКТИВНОСТЬ СЕЛЕЗЁНКИ У ЗДОРОВЫХ КРОЛИКОВ НА РАННЕМ ПОСТНАТАЛЬНОМ ЭТАПЕ РАЗВИТИЯ (3 МЕСЯЦА)

description: Целью исследования явилось комплексная оценка морфологии и функционального состояния селезёнки у клинически здоровых трёхмесячных кроликов для установления нормативных морфологических показателей.
DOI: 10.5281/zenodo.18601348
title: ТКАНЕВАЯ ОРГАНИЗАЦИЯ И ФУНКЦИОНАЛЬНАЯ АКТИВНОСТЬ СЕЛЕЗЁНКИ У ЗДОРОВЫХ КРОЛИКОВ НА РАННЕМ ПОСТНАТАЛЬНОМ ЭТАПЕ РАЗВИТИЯ (3 МЕСЯЦА)

description: Целью исследования явилось комплексная оценка морфологии и функционального состояния селезёнки у клинически здоровых трёхмесячных кроликов для установления нормативных морфологических показателей.
DOI: 10.15468/dl.brzqsq
title: Occurrence Download

description: A dataset containing 12529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cosmos sulphureus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 12529 records from 316 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006345-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8whes7
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachytome",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 263 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006349-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18281589
title: Iraq Lake image dataset for semantic segmentation

description: This dataset contains satellite imagery of major lakes in Iraq, including Lake Razzaza, Lake Habbaniyah, Lake Tharthar, Lake Dukan, and Lake Darbandikhan. The dataset is designed for training and evaluating fully convolutional neural networks for semantic segmentation of surface water from Sentinel-2 imagery.

Sentinel-2 Level-2A (surface reflectance) data were accessed and processed using Google Earth Engine. For each lake area of interest and target year, seasonal median composites were generated to reduce the effects of shoreline blurring, cloud contamination, and seasonal water–land mixing. Four 10 m spatial resolution bands were exported as GeoTIFF images: B4 (Red), B3 (Green), B2 (Blue), and B8 (Near-Infrared). All bands were scaled to 8-bit values (0–255) for compatibility with convolutional neural network inputs.

Ground-truth water masks were generated using the JRC Global Surface Water YearlyHistory product. Pixels classified as seasonal water (class 2) and permanent water (class 3) were treated as the positive class. In some regions, masks were further refined using a Normalised Difference Water Index (NDWI) threshold to reduce false positives over land.

The resulting image–mask pairs were tiled into 512×512 pixel patches and organised into training, validation, and test subsets for supervised semantic segmentation. Binary masks are provided as PNG files, where water pixels are labelled as 1 (white) and background pixels as 0 (black).

Dataset structure:





Training set: 857 image-mask pairs




Validation set: 340 image-mask pairs




Test set: 63 image-mask pairs



All image tiles are provided as GeoTIFF files with a spatial resolution of 10 m per pixel.

Data sources:





Sentinel-2 Level-2A imagery (Copernicus/ESA)




JRC Global Surface Water Dataset



This dataset is intended for research and educational use in remote sensing, hydrology, and machine-learning-based water body mapping.
DOI: 10.5281/zenodo.18601352
title: Iraq Lake image dataset for semantic segmentation

description: This dataset contains satellite imagery of major lakes in Iraq, including Lake Razzaza, Lake Habbaniyah, Lake Tharthar, Lake Dukan, and Lake Darbandikhan. The dataset is designed for training and evaluating fully convolutional neural networks for semantic segmentation of surface water from Sentinel-2 imagery.

Sentinel-2 Level-2A (surface reflectance) data were accessed and processed using Google Earth Engine. For each lake area of interest and target year, seasonal median composites were generated to reduce the effects of shoreline blurring, cloud contamination, and seasonal water–land mixing. Four 10 m spatial resolution bands were exported as GeoTIFF images: B4 (Red), B3 (Green), B2 (Blue), and B8 (Near-Infrared). All bands were scaled to 8-bit values (0–255) for compatibility with convolutional neural network inputs.

Ground-truth water masks were generated using the JRC Global Surface Water YearlyHistory product. Pixels classified as seasonal water (class 2) and permanent water (class 3) were treated as the positive class. In some regions, masks were further refined using a Normalised Difference Water Index (NDWI) threshold to reduce false positives over land.

The resulting image–mask pairs were tiled into 512×512 pixel patches and organised into training, validation, and test subsets for supervised semantic segmentation. Binary masks are provided as PNG files, where water pixels are labelled as 1 (white) and background pixels as 0 (black).

Dataset structure:





Training set: 857 image-mask pairs




Validation set: 340 image-mask pairs




Test set: 63 image-mask pairs



All image tiles are provided as GeoTIFF files with a spatial resolution of 10 m per pixel.

Data sources:





Sentinel-2 Level-2A imagery (Copernicus/ESA)




JRC Global Surface Water Dataset



This dataset is intended for research and educational use in remote sensing, hydrology, and machine-learning-based water body mapping.
DOI: 10.34740/kaggle/dsv/14799774
title: Booru.org Top Leaderboard
DOI: 10.15468/dl.dw4nfz
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is Telmatobius cirrhacelis"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006350-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2gs14g
title: CCDC 2287215: Experimental Crystal Structure Determination

description: Related Article: Hirohiko Tanoguchi, Takuma Yuki, Seiya Yokokura, Takashi Yanase, Mingoo Jin, Hajime Ito, Taro Nagahama, Toshihiro Shimada
|2026|ACS Appl. Elect. Mater.|||doi:10.1021/acsaelm.3c01148
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.cc2gs15h
title: CCDC 2287216: Experimental Crystal Structure Determination

description: Related Article: Hirohiko Tanoguchi, Takuma Yuki, Seiya Yokokura, Takashi Yanase, Mingoo Jin, Hajime Ito, Taro Nagahama, Toshihiro Shimada
|2026|ACS Appl. Elect. Mater.|||doi:10.1021/acsaelm.3c01148
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.cc2gs16j
title: CCDC 2287217: Experimental Crystal Structure Determination

description: Related Article: Hirohiko Tanoguchi, Takuma Yuki, Seiya Yokokura, Takashi Yanase, Mingoo Jin, Hajime Ito, Taro Nagahama, Toshihiro Shimada
|2026|ACS Appl. Elect. Mater.|||doi:10.1021/acsaelm.3c01148
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.cc2hlt42
title: CCDC 2311984: Experimental Crystal Structure Determination

description: Related Article: Xinyue Wang, Chun Ma, Junfeng Yang, Junliang Zhang|2026|Org.Lett.|||doi:10.1021/acs.orglett.5c05263
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.cc2mj6ds
title: CCDC 2428645: Experimental Crystal Structure Determination

description: Related Article: Jing Wei, Zi-Rui Liu, Jian Zhu, Xi-Xi Wang, Zhi-Ying Wang, Xiao-Wei Fan, Yu-Hui Tan, Chao Shi, Yun-Zhi Tang|2026|Polyhedron|288|117966|doi:10.1016/j.poly.2026.117966
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.cc2pv4tj
title: CCDC 2497788: Experimental Crystal Structure Determination

description: Related Article: Chad D. Cruz, Karl J. Thorley, Zachary Knepp, Jared Wahlstrand, Gil M. Repa, John C. Stephenson, Sean Parkin, Lisa A. Fredin, John E. Anthony, Emily G. Bittle|2026|Chem.Mater.|||doi:10.1021/acs.chemmater.5c02815
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.cc2pv4vk
title: CCDC 2497789: Experimental Crystal Structure Determination

description: Related Article: Chad D. Cruz, Karl J. Thorley, Zachary Knepp, Jared Wahlstrand, Gil M. Repa, John C. Stephenson, Sean Parkin, Lisa A. Fredin, John E. Anthony, Emily G. Bittle|2026|Chem.Mater.|||doi:10.1021/acs.chemmater.5c02815
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.cc2pv4wl
title: CCDC 2497790: Experimental Crystal Structure Determination

description: Related Article: Chad D. Cruz, Karl J. Thorley, Zachary Knepp, Jared Wahlstrand, Gil M. Repa, John C. Stephenson, Sean Parkin, Lisa A. Fredin, John E. Anthony, Emily G. Bittle|2026|Chem.Mater.|||doi:10.1021/acs.chemmater.5c02815
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.cc2pw4qg
title: CCDC 2498746: Experimental Crystal Structure Determination

description: Related Article: Shu-Wei Gan, Yu Zhou, Yu-Mei Ma, Qing-Yuan Deng, Xiang Wang, Sheng-Min Zeng, Qing Zhou, Bo Chen, Quan-Zhong Liu, Wen-Dao Chu|2026|Org.Lett.|||doi:10.1021/acs.orglett.5c05308
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.cc2pxmjs
title: CCDC 2500166: Experimental Crystal Structure Determination

description: Related Article: Rimpa Mondal, Sumanta Mondal, Rinku Ghanta, Abani Sarkar, Aratrika Chakraborty, Asim Bhaumik, Tanmay Chattopadhyay|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05178
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.cc2pxmpy
title: CCDC 2500171: Experimental Crystal Structure Determination

description: Related Article: Rimpa Mondal, Sumanta Mondal, Rinku Ghanta, Abani Sarkar, Aratrika Chakraborty, Asim Bhaumik, Tanmay Chattopadhyay|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05178
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.cc2pxv5n
title: CCDC 2500372: Experimental Crystal Structure Determination

description: Related Article: Jian-Guo Song, Shi-Hao Ding, Yi-Fan Liu, Tian-Yu Ma, Yong-Liang Huang, Ji Zheng, Weigang Lu, Wen-Cai Ye, Dan Li, Ying Wang|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c19892
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.cc2pxv6p
title: CCDC 2500373: Experimental Crystal Structure Determination

description: Related Article: Jian-Guo Song, Shi-Hao Ding, Yi-Fan Liu, Tian-Yu Ma, Yong-Liang Huang, Ji Zheng, Weigang Lu, Wen-Cai Ye, Dan Li, Ying Wang|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c19892
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.cc2pxv7q
title: CCDC 2500374: Experimental Crystal Structure Determination

description: Related Article: Jian-Guo Song, Shi-Hao Ding, Yi-Fan Liu, Tian-Yu Ma, Yong-Liang Huang, Ji Zheng, Weigang Lu, Wen-Cai Ye, Dan Li, Ying Wang|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c19892
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.cc2pxv8r
title: CCDC 2500375: Experimental Crystal Structure Determination

description: Related Article: Jian-Guo Song, Shi-Hao Ding, Yi-Fan Liu, Tian-Yu Ma, Yong-Liang Huang, Ji Zheng, Weigang Lu, Wen-Cai Ye, Dan Li, Ying Wang|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c19892
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.