cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15798862
title: Microstructure of a freeze-dried aqueous solution of maltodextrin DE 12 (5 % w/w)

description: Sample preparation

Maltodextrin (Glucidex 12D form Roquette, France) with a dextrose equivalent of DE = 10 - 14 (on average DE 12) was mixed with demineralized water, the solution having a solid fraction of 5 % (w/w). The solution was gently stirred with a magnetic stirrer at 300 rpm for 1 h at ambient temperature. The sample material was stored at 4 °C until usage in experiments.

Freezing and lyophilization

For the freeze-drying experiment, 120 µl of the prepared solution were filled into a specially designed freeze-drying stage (further information can be found in Hilmer et al. (2020)), resulting in cylindrical sample size with an diameter of approximately 7 mm and 5 mm height.

The temperature of the sample material was at first lowered inside the stage with a rate of 6 K/min until 10 °C were reached. Subsequently a holding time of 10 min was applied. After that, the sample was frozen to −15 °C (again at a rate of 6 K/min), followed by a holding period of 30 min at that temperature.

The lyophilization step was activaed afterwards by applying a nominal vacuum of 10 Pa (so the 10 are the set pressure in the pump, the pressure inside the stage was significantly higher).

X-ray computed tomography

The microstructure was captured after freeze-drying using the TESCAN DynaTOM (TESCAN XRE, Ghent, Belgium). This system captured the sample with around 3.9 µm voxel size with a beam voltage of 70 kV and time per 360° rotation of 30 min.

Reconstruction of the CT-data was performed with Panthera software (TESCAN XRE, Ghent, Belgium).

Data files

The dataset includes 3 files, which are as follows:



img@raw_res@1935x1935x1103_vxl@3.87592x3.87592x3.87592_uint16.raw:Contents: Unprocessed image data of the microstructure of the whole sample including sample holderResolution: 1935 × 1935 × 1103Voxel size: 3.87592 µm (in each dimension)Encoding: uint16

img@raw_ori@568x868x1_res@400x200x800_vxl@3.87592x3.87592x3.87592_uint16.raw:Contents: Cutout from previous raw imageOrigin: [568, 868,1]Resolution: 400 × 200 × 800

img@binarized_ori@568x868x1_res@400x200x800_vxl@3.87592x3.87592x3.87592_uint8.raw:Contents: Binarized version of the previous raw image
DOI: 10.5281/zenodo.18263513
title: Variation in per-diem fee-for-service payments between Friday and Monday surgeries for hip fracture: a nationwide observational study using DPC data

description: This dataset contains anonymised, aggregated data derived from a nationwide retrospective observational study examining the association between the day of surgery and per-diem fee-for-service (FFS) reimbursement among patients undergoing surgery for proximal femoral fracture in Japan. The study used Diagnosis Procedure Combination (DPC) administrative data collected from 185 acute care hospitals between April 2014 and July 2025.

The dataset includes summary-level information on patient counts, surgical procedures (open reduction and internal fixation and hemiarthroplasty), day of surgery (Monday vs Friday), length of stay, major clinical outcomes, and decomposed components of per-diem FFS reimbursement (e.g., surgery-related, anaesthesia-related, laboratory testing, and imaging services). No individual-level identifiers are included.

The data were generated to support analyses reported in a manuscript submitted to BMJ Quality & Safety, focusing on unwarranted temporal variation in healthcare delivery processes and reimbursement under a hybrid payment system. The dataset is intended to enhance transparency, reproducibility, and secondary research on health system performance, payment design, and quality improvement.

Use of this dataset should acknowledge its origin from Japanese administrative claims data collected primarily for reimbursement purposes. Users should interpret findings in light of the limitations inherent to administrative data, including the absence of detailed clinical severity measures.
DOI: 10.5281/zenodo.18263512
title: Variation in per-diem fee-for-service payments between Friday and Monday surgeries for hip fracture: a nationwide observational study using DPC data

description: This dataset contains anonymised, aggregated data derived from a nationwide retrospective observational study examining the association between the day of surgery and per-diem fee-for-service (FFS) reimbursement among patients undergoing surgery for proximal femoral fracture in Japan. The study used Diagnosis Procedure Combination (DPC) administrative data collected from 185 acute care hospitals between April 2014 and July 2025.

The dataset includes summary-level information on patient counts, surgical procedures (open reduction and internal fixation and hemiarthroplasty), day of surgery (Monday vs Friday), length of stay, major clinical outcomes, and decomposed components of per-diem FFS reimbursement (e.g., surgery-related, anaesthesia-related, laboratory testing, and imaging services). No individual-level identifiers are included.

The data were generated to support analyses reported in a manuscript submitted to BMJ Quality & Safety, focusing on unwarranted temporal variation in healthcare delivery processes and reimbursement under a hybrid payment system. The dataset is intended to enhance transparency, reproducibility, and secondary research on health system performance, payment design, and quality improvement.

Use of this dataset should acknowledge its origin from Japanese administrative claims data collected primarily for reimbursement purposes. Users should interpret findings in light of the limitations inherent to administrative data, including the absence of detailed clinical severity measures.
DOI: 10.21233/hec5-3j26
title: Seso Cave speleothem dataset

description: Raw data for the Seso Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ks1j-dw30
title: Hölloch Im Mahdtal speleothem dataset

description: Raw data for the Hölloch Im Mahdtal speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/h8pc-b572
title: Hoq Cave speleothem dataset

description: Raw data for the Hoq Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/e0ps-yg18
title: Rainha Cave speleothem dataset

description: Raw data for the Rainha Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/0rvv-zb46
title: Katalekhor speleothem dataset

description: Raw data for the Katalekhor speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.34740/kaggle/dsv/14512349
title: SOLANA Price Data Binance API (2020–Now)
DOI: 10.21233/gqz4-5w48
title: Ifoulki Cave speleothem dataset

description: Raw data for the Ifoulki Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/c5vs-ff77
title: Yangkou Cave speleothem dataset

description: Raw data for the Yangkou Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ks8n-fs30
title: Paraiso Cave speleothem dataset

description: Raw data for the Paraiso Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/d23n-yb98
title: Herolds Bay Cave speleothem dataset

description: Raw data for the Herolds Bay Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.dqdfvr
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aizoon secundum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 191 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012981-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/j0ht-8g73
title: Cueva Rosa speleothem dataset

description: Raw data for the Cueva Rosa speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/bbv3-jy90
title: Cathedral Cave speleothem dataset

description: Raw data for the Cathedral Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ywvh-6c97
title: La Vallina speleothem dataset

description: Raw data for the La Vallina speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/259x-2175
title: Mata Virgem Cave speleothem dataset

description: Raw data for the Mata Virgem Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/pyvf-t296
title: Postojna Cave speleothem dataset

description: Raw data for the Postojna Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/9tjd-wf85
title: Bue Marino Cave speleothem dataset

description: Raw data for the Bue Marino Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.18263398
title: Distributed right-lateral strain at the northern boundary of the Quito-Latacunga microblock: Dataset

description: Dataset containing OxCal and NASA Ames Stereopipeline codes, tabulate cosmogenic He isotope data, and a high-resolution ortho photomosaic figure for the manuscript entitled: Distributed right-lateral strain at the northern boundary of the Quito-Latacunga microblock that has been submitted to Solid Earth.

Code is provided for OxCaL version 4.4.4, used to calibrate and model radiocarbon ages from bulk carbon samples collected near El Angel, Ecuador. This code is a .txt file that can be directly input into OxCal. Detailed locations of the samples are provided in the manuscript that this database accompanies.

Code for creating digital terrain models (DTMs) with Pleiades tri-stereo satellite imagery using NASA Ames Stereopipeline is provided. This code is provided as a shell script that is used to call on Stereopipline commands in a Unix command prompt. More details on these methods are provided in the manuscript this dataset accompanies.

We also provide as files, the resulting Pleiades DTM of the El Angel area. The GeoSAR 5-m-resolution DTM of southern Colombia, and a shape file showing our moraine crest and glacial channel projections, which were used to estimate fault offsets.

We provide tabulated He isotope data used to estimate exposure ages of boulders on lateral moraines in the study area. Detailed methodology on sample collection, preparation, and analyses are provided in the related manuscruipt submitted to Solid Earth.

We provide a high-resolution version of Figure 7 in the manuscript, in order to view details in the ortho photomosaic of the Reservoir fault exposure. The mosaic consists of multiple digital photos stitched using Agisoft Metashape.
DOI: 10.21233/hvv5-h185
title: Hulu Cave speleothem dataset

description: Raw data for the Hulu Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/pcbs-0c14
title: Spannagel Cave speleothem dataset

description: Raw data for the Spannagel Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/125s-df39
title: Abaco Island Cave speleothem dataset

description: Raw data for the Abaco Island Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/m5m3-3k86
title: Qingtian Cave speleothem dataset

description: Raw data for the Qingtian Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/dbrp-cc14
title: Beatus Cave speleothem dataset

description: Raw data for the Beatus Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/yxt2-d655
title: Liang Luar speleothem dataset

description: Raw data for the Liang Luar speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/scea-gp88
title: Kni-51 speleothem dataset

description: Raw data for the Kni-51 speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/k0bh-wx30
title: Piani Eterni Karst System speleothem dataset

description: Raw data for the Piani Eterni Karst System speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/624m-j390
title: Shatuca Cave speleothem dataset

description: Raw data for the Shatuca Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/a19x-b983
title: Aurora Cave speleothem dataset

description: Raw data for the Aurora Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/89w4-5562
title: Kni-51 speleothem dataset

description: Raw data for the Kni-51 speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/c1m3-k474
title: Piani Eterni Karst System speleothem dataset

description: Raw data for the Piani Eterni Karst System speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/jjn9-ek97
title: Baradla Cave speleothem dataset

description: Raw data for the Baradla Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.83uwy9
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bauhinia variegata"
 ]
}

 The dataset includes 322 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012987-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/vh0q-dt43
title: Abaco Island Cave speleothem dataset

description: Raw data for the Abaco Island Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/0b04-zk02
title: Modric Cave speleothem dataset

description: Raw data for the Modric Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/78jj-hv25
title: Suozi Cave speleothem dataset

description: Raw data for the Suozi Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/x4e4-we03
title: Hulu Cave speleothem dataset

description: Raw data for the Hulu Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.s8ke3e
title: Occurrence Download

description: A dataset containing 21659 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gerbilliscus"
 ]
}

 The dataset includes 21659 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012989-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/yg40-ry43
title: Brown'S Folly Mine speleothem dataset

description: Raw data for the Brown'S Folly Mine speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/dfcn-4w79
title: Pindal Cave speleothem dataset

description: Raw data for the Pindal Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.