cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15056579
title: Derived data supporting the analysis of dust lifting and deposition over six Mars Years at Gale crater, Mars

description: These files contain derived data used in the analysis submitted for publication in Journal of Geophysical Research: Planets, entitled " Dust Lifting and Deposition over six Mars Years at Gale Crater, Mars, from REMS Observations and Mesoscale Simulations" by Vicente-Retortillo et al. The article was initially submitted on December 4, 2024, and the revised version on March 20, 2025.

The first file (DCF_MSL_REMS_UVS_3953.txt) includes the Dust Correction Factor of the MSL REMS channels (UVA, UVB, UVC, UVD, UVE, UVABC), and the mean DCF as a function of sol number until sol 3953, shown in Figures 3, 4, 5, 9, 10 and 11. The second file (MSL_CCCT_1_minus_BD535_3953.txt) includes the complement of the 535 nm band depth (1 - 535BD) on the Target #11 of the ChemCam Calibration Target, shown in Figure 11.
DOI: 10.5517/ccdc.csd.cc29ys8b
title: CCDC 2143782: Experimental Crystal Structure Determination

description: Related Article: S Kumarans|2022|CSD Communication|||
description: Related Article: Sampath Thavaselvan, Kanniyappan Parthasarathy|2022|Org.Biomol.Chem.|20|4309|doi:10.1039/D2OB00513A
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.fe4ers
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chondropsis Carter, 1886"
 ]
}

 The dataset includes 75 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018436-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11102299
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.60656/6960b130584b401f
title: Custom collection of weather station data from Granada between 15 May and 30 Nov 2023
DOI: 10.15468/dl.gtjmcc
title: Occurrence Download

description: A dataset containing 1381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Xanthoparmelia (Vain.) Hale, 1974"
 ]
}

 The dataset includes 1381 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018439-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kfdw2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Idiococcus bambusae Takahashi & Kanda, 1939",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018442-250310093411724/datasets/export for details.
DOI: 10.15468/dl.9zpruy
title: Occurrence Download

description: A dataset containing 894112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-0.32707 -28.63397,13.61685 -40.5682,36.04836 -38.22611,51.31652 -35.84873,59.12625 -18.1784,61.43865 -0.27146,55.65827 13.92228,44.44489 14.48173,35.65704 34.12089,18.44412 36.94905,8.2067 38.91387,-7.01868 37.67233,-15.69318 34.23813,-20.65947 31.6953,-23.87765 20.56321,-20.03043 4.64538,-9.72406 -5.34499,-2.44897 -10.44757,-0.32707 -28.63397))",
 "HasCoordinate is true",
 "IucnRedListCategory is one of (CR, EN, VU, NT, LC, DD, NE)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 894112 records from 533 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005664-231002084531237/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.24558299.v2
title: Teaching research integrity as discussed in research integrity codes: A systematic literature review

description: Presented here is a systematic literature review of how RI teaching is discussed in national and international research integrity (RI) codes. First, we set out to identify the codes that exist, and performed some generic analysis on them. Following a comprehensive search strategy, which included all 193 United Nations member states, we identified 52 national and 14 international RI codes. RI teaching is addressed in 46 national and 10 international codes. We then examined how the codes address RI teaching under the following headings: the aims, the target audience, the ethics approach proposed, the assessment and/or evaluation strategy, and any challenges identified in relation to RI teaching. There is considerable overlap between the aims of RI teaching in the various codes, for example, promoting awareness of RI. Most codes claim RI teaching is for all researchers, but without any in-depth guidance. While educational programmes, training, and mentorship/supervision are proposed for RI teaching, there is insufficient detail to identify the ethics approach to be used in such teaching. Lastly, only few address assessment and/or evaluation or challenges in RI teaching. Here, we analyzed how current codes address RI teaching; we identified some shortfalls, and in our discussion we advance recommendations.
DOI: 10.6084/m9.figshare.24558299
title: Teaching research integrity as discussed in research integrity codes: A systematic literature review

description: Presented here is a systematic literature review of how RI teaching is discussed in national and international research integrity (RI) codes. First, we set out to identify the codes that exist, and performed some generic analysis on them. Following a comprehensive search strategy, which included all 193 United Nations member states, we identified 52 national and 14 international RI codes. RI teaching is addressed in 46 national and 10 international codes. We then examined how the codes address RI teaching under the following headings: the aims, the target audience, the ethics approach proposed, the assessment and/or evaluation strategy, and any challenges identified in relation to RI teaching. There is considerable overlap between the aims of RI teaching in the various codes, for example, promoting awareness of RI. Most codes claim RI teaching is for all researchers, but without any in-depth guidance. While educational programmes, training, and mentorship/supervision are proposed for RI teaching, there is insufficient detail to identify the ethics approach to be used in such teaching. Lastly, only few address assessment and/or evaluation or challenges in RI teaching. Here, we analyzed how current codes address RI teaching; we identified some shortfalls, and in our discussion we advance recommendations.
DOI: 10.15468/dl.etpfbd
title: Occurrence Download

description: A dataset listing the 1292 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-0.99183 39.04189,-0.80433 39.04189,-0.80433 39.15053,-0.99183 39.15053,-0.99183 39.04189))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 1292 records were derived from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018437-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfbg69
title: Occurrence Download

description: A dataset containing 48404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is Netherlands",
 "TaxonKey is Castor fiber Linnaeus, 1758",
 "Year 1988-2025"
 ]
}

 The dataset includes 48404 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018443-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5cjyv
title: Occurrence Download

description: A dataset containing 366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Faxonius virilis (Hagen, 1870))",
 "BasisOfRecord is one of (Human Observation)",
 "Year is greater than or equal to 1971",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 366 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018444-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15055872
title: 20250319_Lorenz
DOI: 10.5281/zenodo.15055873
title: 20250319_Lorenz
DOI: 10.15468/dl.fsumqj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Siphula Fr., 1831"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018445-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15055846
title: Enhanced 3D Gravity Inversion Using ResU-Net with Density Logging Constraints: A Dual-Phase Training Approach

description: Gravity exploration has become an important geophysical method due to its low cost and high efficiency. With the rise of artificial intelligence, data-driven gravity inversion methods based on deep learning (DL) possess physical property recovery capabilities that conventional regularization methods lack. However, existing DL methods suffer from insufficient prior information constraints, which leads to inversion models with large data fitting errors and unreliable results. Moreover, the inversion results lack constraints and matching from other exploration methods, leading to results that may contradict known geological conditions.In this paper, we propose a novel approach to address the above issues. First, we introduce a depth-weighting function to the neural network (NN) and train it in the weighted density parameter domain. The NN, under the constraint of the weighted forward operator, demonstrates improved inversion performance, with the resulting inversion model exhibiting smaller data fitting errors. Next, we divide the entire network training into two phases: we first train a large pre-trained network Net-I, and then use the density logging information as the constraint to get the optimized fine-tuning network Net-II. Through testing and comparison, the inversion quality of our method has significantly improved compared to the unconstrained data-driven DL inversion method. Additionally, we also conduct a comparison and discussion of our method with the focusing inversion method. Finally, we apply this method to the measured data from the San Nicolas mining area in Mexico, and compare it with two recent gravity inversion methods based on DL.

 

====================================================================================

We have uploaded multiple large files to Quark Cloud. (such as "Supported_Data" folder, "Net_Model" folder, "Tra&val.zip" folder, and "Syn.rar" folder)

Please download them through this link: https://pan.quark.cn/s/7df7fb8635ce

The extraction code is evi6
DOI: 10.34740/kaggle/dsv/11088442
title: Maternal Health Comments - REDDIT
DOI: 10.5525/gla.researchdata.1929
title: Decoupled water electrolysis at high current densities using a solution-phase redox mediator
DOI: 10.15468/dl.3cjdz9
title: Occurrence Download

description: A dataset containing 2270797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset includes 2270797 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018438-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15055881
title: 20250319_Paula
DOI: 10.5281/zenodo.15055882
title: 20250319_Paula
DOI: 10.15468/dl.nag8y9
title: Occurrence Download

description: A dataset containing 43576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Observation.org, Nature data from around the World, iNaturalist Research-grade Observations)",
 "Geometry POLYGON((6.56603 50.4843,7.66726 50.4843,7.66726 50.97296,6.56603 50.97296,6.56603 50.4843))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 2015-2025"
 ]
}

 The dataset includes 43576 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018446-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqagze
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Homoeusa acuminata (Märkel, 1842)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 179 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018447-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmada4
title: Occurrence Download

description: A dataset containing 172484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrotis ipsilon (Hufnagel, 1766)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 172484 records from 466 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018408-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqh2xn
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Psora Hoffm."
 ]
}

 The dataset includes 345 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018448-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/tmn979
title: Bubbles enable volumetric negative compressibility in metastable elastocapillary systems

description: This data set contains experimental data related to the article Bubbles enable volumetric negative compressibility in metastable elastocapillary systems, https://doi.org/10.1038/s41467-024-49136-w.In particular, crystallographic data for ZIF-67 MOF during water intrusion-extrusion:1. ZIF67.ODS - dependance of latice parameter of ZIF-67 and compressibility on pressure for both intrusion and extrusion processes2. Original data files from APS facility obtained during water intrusion-extrusion into-from ZIF-67:1) ZIF-67_3_RT_d600-00000-00001.dat - as loaded sample2) ZIF-67_3_90C_act_d600-00003.dat - the sample after activation at 90C and measured at 90C3) ZIF-67_3_5C_H2O_d600-00000.dat - the sample at 5C in H2O no pressure applied4) ZIF-67_3_d600_10bar_5C_H2O_int-00003.dat - the sample at 5C in H2O under 10 bar of pressure5) ZIF-67_3_d600_170bar_5C_H2O_int-00003.dat - the sample at 5C in H2O under 170 bar of pressure6) ZIF-67_3_d600_300bar_5C_H2O_int-00003.dat - the sample at 5C in H2O under 300 bar of pressure
DOI: 10.34740/kaggle/dsv/11103077
title: Standard Ebooks Dataset
DOI: 10.57782/vxvtmy
title: Replication Data for: High microplastic pollution in birds of urban waterbodies revealed by non-invasively collected fecal samples

description: Data on the number of microplastic particles found in fecal samples of urban waterbirds in the city of Münster, Germany
DOI: 10.57782/vxvtmy/79l7dp
title: waterbirds_microplastic_data_en.xlsx

description: Data on the number of microplastic particles found in fecal samples of urban waterbirds in the city of Münster, Germany, plus data on sex, age and bodymass (and survival) of the sampled individuals.
DOI: 10.15468/dl.3awx9s
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cercopagis pengoi (Ostroumov, 1891))",
 "BasisOfRecord is one of (Human Observation)",
 "Year is greater than or equal to 1971",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 58 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018449-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yq29qz
title: Occurrence Download

description: A dataset containing 430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Olea europaea var. sylvestris (Mill.) Lehr"
 ]
}

 The dataset includes 430 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018450-250310093411724/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.28632203
title: Remanufacturing Scheduling under Uncertainty Considering Remanufacturability Assessment with Adaptive Hybrid Optimization Algorithm

description: This is the experimental data of the manuscript entitled “Remanufacturing Scheduling under Uncertainty Considering Remanufacturability Assessment with Adaptive Hybrid Optimization Algorith”.
DOI: 10.15468/dl.37hqhj
title: Occurrence Download

description: A dataset containing 576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hylobius transversovittatus (J.A.E.Goeze, 1777)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 576 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018451-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.528ums
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Diploschistes Norman, 1853"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018452-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15054084
title: Copepod-associated microbial metacommunities reflect spatial gradients in the epipelagic ocean

description: Sampling was conducted in the framework of the French program PERLE (Pelagic Ecosystem Response to Dense Water Formation in the Levant Experiment, https://doi.org/10.17600/18001980). Physical and chemical variables were recorded in the epipelagic zone (0-200 m) at 46 stations distributed in the Mediterranean Sea during the PERLE-4 cruise, onboard the R/V L’Atalante between March 28 and April 26, 2021. Rosette sampler with a sampling system of 24 Niskin bottles and a CTD SeaBirdTM 911plus underwater unit equipped with pressure, temperature, conductivity, oxygen, and chlorophyll fluorescence sensors was deployed in the 46 stations. Seawater samples were collected to analyze dissolved inorganic nutrients (phosphate and nitrate + nitrite) and microbial communities (500 ml of seawater was collected from 5 depths for DNA analysis).  Vertical hauls with WP2 nets (200 μm mesh size Hydro-Bios, Germany) were deployed at 16 stations in the epipelagic zone (0-200 m) to collect mesozooplankton.  The collected samples were sieved through a 1000 µm mesh and freshly sorted onboard.  Adult individuals of calanoid Clausocalanus copepods and cyclopoid Farranula and Oncaea copepods were manually picked and identified under a stereomicroscope. Farranula and Oncaea individuals were collected at the 16 sampled stations, and Clausocalanus at eight stations. Five replicates of five individuals per taxon (whole organism) were collected for DNA extraction.
DOI: 10.5281/zenodo.15056802
title: Copepod-associated microbial metacommunities reflect spatial gradients in the epipelagic ocean

description: Sampling was conducted in the framework of the French program PERLE (Pelagic Ecosystem Response to Dense Water Formation in the Levant Experiment, https://doi.org/10.17600/18001980). Physical and chemical variables were recorded in the epipelagic zone (0-200 m) at 46 stations distributed in the Mediterranean Sea during the PERLE-4 cruise, onboard the R/V L’Atalante between March 28 and April 26, 2021. Rosette sampler with a sampling system of 24 Niskin bottles and a CTD SeaBirdTM 911plus underwater unit equipped with pressure, temperature, conductivity, oxygen, and chlorophyll fluorescence sensors was deployed in the 46 stations. Seawater samples were collected to analyze dissolved inorganic nutrients (phosphate and nitrate + nitrite) and microbial communities (500 ml of seawater was collected from 5 depths for DNA analysis).  Vertical hauls with WP2 nets (200 μm mesh size Hydro-Bios, Germany) were deployed at 16 stations in the epipelagic zone (0-200 m) to collect mesozooplankton.  The collected samples were sieved through a 1000 µm mesh and freshly sorted onboard.  Adult individuals of calanoid Clausocalanus copepods and cyclopoid Farranula and Oncaea copepods were manually picked and identified under a stereomicroscope. Farranula and Oncaea individuals were collected at the 16 sampled stations, and Clausocalanus at eight stations. Five replicates of five individuals per taxon (whole organism) were collected for DNA extraction.
DOI: 10.58132/onmkab
title: Research data for: Analytical approach to distinguishing lactate dehydrogenase fractions for oncological diagnostics

description: Data related to publication: J. Głowacka-Gudanek, K. Gryckiewicz, K. Strzelak, Analytical approach to distinguishing lactate dehydrogenase fractions for oncological diagnostics.Please consult the attached readme file for information on data.