cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14600238
title: 【outputs_best_number_tokens_to_tpm_large_scales】/best_number_tokens_log_part_19 (7), only two 70B LLMs, 99 (tpms) = 99 files

description: Part 19 (7)  

only two 70B LLMs,  

only valid results (both MP p value and CI),

all permutation controls,

all seeds,

all linguistic spans,

all 5 tasks, 

99 (tpms) = 99 files
DOI: 10.15468/dl.37gjkd
title: Occurrence Download

description: A dataset containing 1616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eleutherococcus senticosus (Rupr. & Maxim.) Maxim."
 ]
}

 The dataset includes 1616 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056968-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8938s
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Santa Barbara Museum of Natural History Entomology Collection",
 "TaxonKey is Phloeosinus cupressi Hopkins, 1903"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056969-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46s7yf
title: Occurrence Download

description: A dataset listing the 9 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cordia africana Lam."
 ]
}

 The dataset's 9 records were derived from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056967-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14601572
title: Product Images of Life Cycle Assessment Dataset For Peritoneal Dialysis in Utrecht, Netherlands

description: The database contains a collection of images showcasing the individual components of peritoneal dialysis (PD) products, along with their corresponding weights. These images serve as a visual record for life cycle assessment (LCA) purposes, focusing on the material composition and environmental impact of each product.





Patient Education Materials: Photographs of educational materials provided to patients, with accompanying data on the weight of the paper and packaging.




Catheters and Surgical Kits: Images display the disassembled components of PD catheters and surgical kits, including tubing, connectors, and packaging. Each image is annotated with the precise weight of the individual components.




Dialysis Solution Bags: The database includes images of both CAPD and APD solution bags, separated into their constituent parts (e.g., plastic bag, solution, and protective wrapping), with weights noted for each component.




Connection Devices and Consumables: Detailed images of connection devices, clamps, and other consumable items, with individual component weights clearly labeled.




Packaging and Transport Materials: Photographs of transport packaging, such as cardboard boxes and plastic wraps, alongside recorded weights for each element.




Maintenance Items: Visuals of terminal catheter sets, cleaning agents, and related products, each accompanied by their respective weight data.




Disposal Components: Images of used solution bags, syringes, and other single-use items, separated into recyclable and non-recyclable components, with weights specified for each.



This image-based database provides a clear and comprehensive reference for the material breakdown and weight distribution of PD product components, essential for conducting a thorough LCA and identifying areas for environmental improvement.
DOI: 10.5281/zenodo.14601573
title: Product Images of Life Cycle Assessment Dataset For Peritoneal Dialysis in Utrecht, Netherlands

description: The database contains a collection of images showcasing the individual components of peritoneal dialysis (PD) products, along with their corresponding weights. These images serve as a visual record for life cycle assessment (LCA) purposes, focusing on the material composition and environmental impact of each product.





Patient Education Materials: Photographs of educational materials provided to patients, with accompanying data on the weight of the paper and packaging.




Catheters and Surgical Kits: Images display the disassembled components of PD catheters and surgical kits, including tubing, connectors, and packaging. Each image is annotated with the precise weight of the individual components.




Dialysis Solution Bags: The database includes images of both CAPD and APD solution bags, separated into their constituent parts (e.g., plastic bag, solution, and protective wrapping), with weights noted for each component.




Connection Devices and Consumables: Detailed images of connection devices, clamps, and other consumable items, with individual component weights clearly labeled.




Packaging and Transport Materials: Photographs of transport packaging, such as cardboard boxes and plastic wraps, alongside recorded weights for each element.




Maintenance Items: Visuals of terminal catheter sets, cleaning agents, and related products, each accompanied by their respective weight data.




Disposal Components: Images of used solution bags, syringes, and other single-use items, separated into recyclable and non-recyclable components, with weights specified for each.



This image-based database provides a clear and comprehensive reference for the material breakdown and weight distribution of PD product components, essential for conducting a thorough LCA and identifying areas for environmental improvement.
DOI: 10.5517/ccdc.csd.cc2m1l9l
title: CCDC 2414599: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|CSD Communication|||
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.cc2m1lny
title: CCDC 2414610: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|CSD Communication|||
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: 10.15468/dl.keujw2
title: Occurrence Download

description: A dataset containing 4616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Juglans mandshurica Maxim."
 ]
}

 The dataset includes 4616 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056970-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rtyaz
title: Occurrence Download

description: A dataset containing 1673 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cordia africana Lam."
 ]
}

 The dataset includes 1673 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056971-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sc6ygb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is UAM Insect Observations (Arctos)",
 "TaxonKey is Phloeosinus cupressi Hopkins, 1903"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056972-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57841/casdc.0004493
title: 11个增产培优小麦新品种审定证书
DOI: 10.15468/dl.y7zvpr
title: Occurrence Download

description: A dataset containing 1930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Crataegus pinnatifida Bunge"
 ]
}

 The dataset includes 1930 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056973-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57841/casdc.0004494
title: 多个增产培优小麦品种推广效益证明
DOI: 10.15468/dl.amvbyw
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, EOD – eBird Observation Dataset, INSDC Sequences, naturgucker, Macaulay Library Audio and Video Collection)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "TaxonKey is Theropithecus gelada (Rüppell, 1835)",
 "Year 1966-2025"
 ]
}

 The dataset includes 152 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056974-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctzh9a
title: Occurrence Download

description: A dataset containing 2299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tilia amurensis Rupr."
 ]
}

 The dataset includes 2299 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056975-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.79w67xts
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (3 records)
DOI: 10.15468/dl.gmk5d8
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ammopiptanthus mongolicus (Maxim. ex Kom.) S.H.Cheng"
 ]
}

 The dataset includes 21 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056976-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14278309
title: Cell-type-resolved chromatin accessibility in the human intestine identifies complex regulatory programs and clarifies genetic associations in Crohn's disease
DOI: 10.5281/zenodo.14278310
title: Cell-type-resolved chromatin accessibility in the human intestine identifies complex regulatory programs and clarifies genetic associations in Crohn's disease
DOI: 10.5519/qd.8hawraeh
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (14 records)
DOI: 10.15468/dl.ysy4td
title: Occurrence Download

description: A dataset containing 516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cornus bretschneideri L.Henry"
 ]
}

 The dataset includes 516 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056977-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14601574
title: Experimental Data

description: The experimental data is the raw data and experimental results of manuscript "Quantification of chlorophyll-a in inland waters by remote sensing algorithm based on modified equivalent spectra of Sentinel-2".
DOI: 10.5281/zenodo.14601575
title: Experimental Data

description: The experimental data is the raw data and experimental results of manuscript "Quantification of chlorophyll-a in inland waters by remote sensing algorithm based on modified equivalent spectra of Sentinel-2".
DOI: 10.15468/dl.ghkd27
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Phloeosinus cupressi Hopkins, 1903"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056978-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fek588
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Makalata obscura (Wagner, 1840)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056979-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14535904
title: Life Cycle Assessment Dataset For Peritoneal Dialysis in Utrecht, Netherlands

description: The database outlines a structured pathway for managing patients with end-stage renal disease (ESRD) undergoing peritoneal dialysis (PD). It provides detailed descriptions of the various stages and protocols involved in the treatment process.



Patient Education and Evaluation: The initial stages focus on educating patients about renal replacement therapy options and assessing their eligibility and suitability for PD. These assessments consider medical history, anatomical factors, and the suitability of the home environment.

Pre-Surgical and Surgical Procedures: The database includes pre-surgical evaluations, the surgical placement of the peritoneal catheter (performed under local anesthesia or through laparoscopic surgery), and subsequent checks to confirm the catheter's functionality.

Training and Initiation of PD: Training sessions for patients are outlined for both continuous ambulatory peritoneal dialysis (CAPD) and automated peritoneal dialysis (APD). These sessions are initiated following confirmation of catheter functionality. The database also specifies the use of products such as CAPD by Fresenius and APD by Baxter and describes the progressive implementation of the dialytic dose.

Routine Maintenance and Monitoring: Routine care includes monthly clinical evaluations, annual peritoneal equilibrium tests (PET), and periodic changes to the terminal catheter set to maintain treatment safety and effectiveness.

Handling Complications: Protocols for managing potential complications are detailed, including procedures for addressing catheter malfunctions, diagnosing and treating peritonitis, and catheter removal when necessary.

Data Collection on Patient Outcomes: The database suggests tracking patient preferences for different therapies and monitoring outcomes at various stages, providing insights into patient choices and clinical results.


This comprehensive database is designed to standardize and optimize the delivery of PD care. It offers healthcare professionals in nephrology a detailed framework for improving patient outcomes and streamlining clinical workflows.
DOI: 10.5281/zenodo.14535903
title: Life Cycle Assessment Dataset For Peritoneal Dialysis in Utrecht, Netherlands

description: The database outlines a structured pathway for managing patients with end-stage renal disease (ESRD) undergoing peritoneal dialysis (PD). It provides detailed descriptions of the various stages and protocols involved in the treatment process.



Patient Education and Evaluation: The initial stages focus on educating patients about renal replacement therapy options and assessing their eligibility and suitability for PD. These assessments consider medical history, anatomical factors, and the suitability of the home environment.

Pre-Surgical and Surgical Procedures: The database includes pre-surgical evaluations, the surgical placement of the peritoneal catheter (performed under local anesthesia or through laparoscopic surgery), and subsequent checks to confirm the catheter's functionality.

Training and Initiation of PD: Training sessions for patients are outlined for both continuous ambulatory peritoneal dialysis (CAPD) and automated peritoneal dialysis (APD). These sessions are initiated following confirmation of catheter functionality. The database also specifies the use of products such as CAPD by Fresenius and APD by Baxter and describes the progressive implementation of the dialytic dose.

Routine Maintenance and Monitoring: Routine care includes monthly clinical evaluations, annual peritoneal equilibrium tests (PET), and periodic changes to the terminal catheter set to maintain treatment safety and effectiveness.

Handling Complications: Protocols for managing potential complications are detailed, including procedures for addressing catheter malfunctions, diagnosing and treating peritonitis, and catheter removal when necessary.

Data Collection on Patient Outcomes: The database suggests tracking patient preferences for different therapies and monitoring outcomes at various stages, providing insights into patient choices and clinical results.


This comprehensive database is designed to standardize and optimize the delivery of PD care. It offers healthcare professionals in nephrology a detailed framework for improving patient outcomes and streamlining clinical workflows.
DOI: 10.5281/zenodo.14601606
title: Life Cycle Assessment Dataset For Peritoneal Dialysis in Utrecht, Netherlands

description: The database outlines a structured pathway for managing patients with end-stage renal disease (ESRD) undergoing peritoneal dialysis (PD). It provides detailed descriptions of the various stages and protocols involved in the treatment process.



Patient Education and Evaluation: The initial stages focus on educating patients about renal replacement therapy options and assessing their eligibility and suitability for PD. These assessments consider medical history, anatomical factors, and the suitability of the home environment.

Pre-Surgical and Surgical Procedures: The database includes pre-surgical evaluations, the surgical placement of the peritoneal catheter (performed under local anesthesia or through laparoscopic surgery), and subsequent checks to confirm the catheter's functionality.

Training and Initiation of PD: Training sessions for patients are outlined for both continuous ambulatory peritoneal dialysis (CAPD) and automated peritoneal dialysis (APD). These sessions are initiated following confirmation of catheter functionality. The database also specifies the use of products such as CAPD by Fresenius and APD by Baxter and describes the progressive implementation of the dialytic dose.

Routine Maintenance and Monitoring: Routine care includes monthly clinical evaluations, annual peritoneal equilibrium tests (PET), and periodic changes to the terminal catheter set to maintain treatment safety and effectiveness.

Handling Complications: Protocols for managing potential complications are detailed, including procedures for addressing catheter malfunctions, diagnosing and treating peritonitis, and catheter removal when necessary.

Data Collection on Patient Outcomes: The database suggests tracking patient preferences for different therapies and monitoring outcomes at various stages, providing insights into patient choices and clinical results.


This comprehensive database is designed to standardize and optimize the delivery of PD care. It offers healthcare professionals in nephrology a detailed framework for improving patient outcomes and streamlining clinical workflows.
DOI: 10.15468/dl.r9389j
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capromys gundlachianus (Varona, 1983)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056981-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfv6d9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "TaxonKey is Phloeosinus cupressi Hopkins, 1903"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056982-241126133413365/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.26891314
title: Gocho et al. Supplementary Data for "Causal Analysis of Factors for Li Ionic Conductivity in Olivine-Type LiMXO<sub>4</sub> Materials Using LiNGAM".

description: This data serves as the Supplementary Dataset for a published paper. For more details, please refer to the corresponding paper. (Gocho et al. "Causal Analysis of Factors for Li Ionic Conductivity in Olivine-Type LiMXO<sub>4</sub> Materials Using LiNGAM", DOI: 10.1021/acs.jpcc.4c06131)We present the composition and structural descriptors, as well as the evaluation results of the migration energy for Li ion hopping between sites, based on DFT-optimized crystal structures of 22 types of Olivine-type LiMXO₄ (where M and X are metal ions) materials ("Descriptors_Ea_Olivine-type_LiMXO4.csv"). These DFT calculation results are based on our previous paper [1]. The DFT-optimized crystal structures are also available in CIF format from the "StructureData_cif" directory.The adjacency matrix evaluated by LiNGAM has been stored in CSV format in the "adjacency_matrix_csv" directory. LiNGAM was evaluated under three different conditions.[1] Jalem, R., Aoyama, T., Nakayama, M. & Nogami, M. Multivariate Method-Assisted Ab Initio Study of Olivine-Type LiMXO₄ (Main Group M²⁺−X⁵⁺ and M³⁺−X⁴⁺) Compositions as Potential Solid Electrolytes. Chemistry of Materials 24, 1357–1364 (2012). DOI:10.1021/cm3000427
DOI: 10.15468/dl.b9c97r
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, EOD – eBird Observation Dataset, INSDC Sequences, naturgucker, Macaulay Library Audio and Video Collection)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "TaxonKey is Theropithecus gelada (Rüppell, 1835)",
 "Year 1966-2025"
 ]
}

 The dataset includes 152 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056983-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.