cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.w7x5at
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Garveia franciscana",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022746-250717081556266/datasets/export for details.
DOI: 10.15468/dl.tqyhtu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Garveia franciscana",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022748-250717081556266/datasets/export for details.
DOI: 10.15468/dl.hurpay
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Garveia franciscana",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022747-250717081556266/datasets/export for details.
DOI: 10.15468/dl.d4t9k6
title: Occurrence Download

description: A dataset containing 435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvelinus fontinalis",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 435 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022749-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/w9r2xfd4kw.1
title: A mechanism of target mRNA selection and activity regulation in meiosis-related RBM46-MEIOC-YTHDC2 complex

description: Retinoic acid is an extrinsic factor that induces the expression of Stra8 and Meiosin in the mammalian germ cells to initiate meiotic entry. MEIOC and its two partners, RBM46 and YTHDC2, are RA-independent meiotic promoting factors that function as posttranscriptional regulators. However, the molecular mechanism underlying target mRNA selection and degradation by MEIOC complex is largely unknown. Here, we demonstrate that exogenously expressed RBM46/MEIOC/YTHDC2 binds Rad21 and Meioc 3’UTR and targets these transcripts for degradation in somatic cells. YTHDC2 stabilizes MEIOC through inhibiting its ubiquitination, and the coiled-coil domain of MEIOC mediates its association with YTHDC2 and RBM46. The target mRNA is required for the interaction of RBM46 with YTHDC2. Moreover, MEIOC recruits XRN2 in the cytoplasm as the likely ribonuclease. We propose that MEIOC is a critical component that recruits RNA binding proteins for target mRNA selection and XRN2 for RNA degradation, and regulates the complex activity by modulating its mRNA and protein stability.
DOI: 10.15468/dl.a9nv4w
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hibiscus syriacus",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022750-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15880245
title: Data and Code Supplement - "Chemo-mechanical motility modes of partially wetting liquid droplets"

description: This repository contains the data and python source codes for the article



 F. Voss, U. Thiele, "Chemo-mechanical motility modes of partially wetting liquid droplets" (2025), https://doi.org/10.48550/arXiv.2504.03297 .


Structure




Filename/Subdirectory
Description


Data
Data generated by numerical calculations.


Figures
Output directory for the python figure scripts.


SupplementalVideos
Movies providing additional visualization.


FigXXX.py
Python script for producing Fig. XXX from the main text.


ComputeContactAngleTrajectory.py
Python script for computing contact angle trajectories as shown in Fig. 8.


ComputeDispersionRelations.py
Python script for computing the (correctly sorted) dispersion relations as shown in Fig. 2.


FunctionLibrary.py
Python module containing some useful functions that are frequently used in the other scripts.


Requirements.txt
List of required python packages.


README.html
 README file.




Requirements

The required python packages including their versions are listed in `Requirements.txt`. We expect that later versions (and possibly some earlier ones, too) should also work. We use Python 3.11.2.

Usage

To execute any of the provided python scripts, say `Fig2.py`, simply run

python Fig2.py

All scripts of the type `FigXXX.py` may simply be used as is to reproduce the figures in the article. The scripts `ComputeDispersionRelations.py` and `ComputeContactAngleTrajectory.py` are intended as examples to illustrate how the data provided in `Data/DispersionRelations/` and `Data/ContactAngleTrajectories/` are obtained. They can be easily adapted to different parameter or data sets.
DOI: 10.15468/dl.w79xq7
title: Occurrence Download

description: A dataset containing 24996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zantedeschia aethiopica, Calla ambigua, Pseudohomalomena pastoensis, Calla moschata, Calla aethiopica, Calla aethiopica nana, Richardia africana, Zantedeschia aethiopica minor, Arodes aethiopicum, Colocasia aethiopica, Aroides aethiopicum, Richardia aethiopica, Otosma aethiopica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 24996 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022751-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16218062
title: Dataset for "Spatial Patterns and Controlling Factors of River Flow Intermittency in Africa"

description: Data and figures supporting the manuscript:Spatial patterns and controlling factors of river flow intermittency in Africa.

Axel Belemtougri1,2,3*, Agnès Ducharne3, Tazen Fowe2, Ludovic Oudin3, Roland Yonaba2, Harouna Karambiri2

1 Département Gestion des Ressources Naturelles et Systèmes de Productions, Institut de l’Environnement et de Recherches Agricoles (INERA), Ouagadougou, Burkina Faso.

2 Laboratoire Eaux HydroSystèmes et Agriculture (LEHSA), Institut International d’Ingénierie de l’Eau et de l’Environnement (2iE), Ouagadougou, Burkina Faso.

3 Milieux Environnementaux, Transferts et Interactions dans les hydrosystèmes et les Sols (METIS), Sorbonne Université, CNRS, EPHE, Paris, France.

*Corresponding author: Axel Belemtougri (axelbelemtougri@gmail.com)

Submitted in Water Resources Research
DOI: 10.15468/dl.dyfqp5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eleogenus laetevirens tenuis, Eleogenus laetovirens, Eleogenus laetovirens umbonatus, Eleogenus laetovirens umbonatus, Eleogenus lereschii, Eleogiton atropurpurea, Isolepis allochroa, Isolepis atropurpurea, Isolepis dichroa, Isolepis lereschii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022753-250717081556266/datasets/export for details.
DOI: 10.17632/ndnkb7bdg5
title: Research on technology innovation efficiency of TCM formula granule enterprises based on three-stage data envelope analysis model

description: Research on technology innovation efficiency of TCM formula granule enterprises based on three-stage data envelope analysis model
DOI: 10.17632/ndnkb7bdg5.1
title: Research on technology innovation efficiency of TCM formula granule enterprises based on three-stage data envelope analysis model

description: Research on technology innovation efficiency of TCM formula granule enterprises based on three-stage data envelope analysis model
DOI: 10.15468/dl.s369sf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvelinus fontinalis",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022754-250717081556266/datasets/export for details.
DOI: 10.15468/dl.fgxwgq
title: Occurrence Download

description: A dataset containing 21836 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasioglossum malachurum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 21836 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022752-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xfn5x29zm5
title: Data on investigation of N2O emission Regulated by Microorganisms in Mangrove Wetlands of Hainan, China

description: This study established an experiment simulating exogenous nitrogen input in mangrove wetlands from August 1, 2023 to January 27, 2024. According to the survey data on water quality in the study area, nitrogen in this area is mainly in the form of NO3--N, with an average concentration of 2mg/L. In this study, four nitrogen input concentrations were set: CK (0mg/L), N1 (2mg/L), N2 (4mg/L), and N3 (6mg/L), and 3 replicate samples were set for each treatment. The experiment lasted for a total of 180 days. Experimental soil was collected from the Dongzhai Port mangrove wetland, mixed uniformly, and then placed into experimental devices (PVC cylinders with a height of 80 cm and a diameter of 40 cm). The formal experiment started after a 2-week pre-cultivation period. Baseline soil physicochemical properties and microbial communities were tested before the experiment. After the experiment was initiated, soil samples and N₂O concentrations were collected every 15 days for testing, meanwhile, the temperature of the N2O detection chamber was recorded to calculate the N₂O flux data. At the end of the experiment (on day 180th), microbial samples were collected again to obtain 16S RNA data and functional gene data through detection. By these data, we monitored changes in soil physicochemical properties, N2O flux, and microbial community structure under the condition of exogenous nitrogen input, thereby investigating the N2O emission patterns, factors affecting N2O emissions, and microbial mechanisms driving N2O emissions under exogenous nitrogen input.
The results showed that nitrogen input increased the abundance and diversity of nitrifying bacteria, promoted nitrification. Cenarchaeum is the main factor affected the composition of nitrifying bacterial communities, while Unspecified_Proteobacteria (nirK), Unspecified_Gammaproteobacteria, and Unspecified_Bradyrhizobiaceae (nirS) are the key factors influenced the composition of denitrifying bacterial communities. The threshold effect of nitrogen input on N₂O flux and denitrifying bacteria is 2 mg/L. amoA and nosZ are key factors affected changes in N2O flux. A decrease in the abundance of functional genes involved in denitrification leads to a reduction in N2O emissions, and changes in mineral nitrogen content caused by nitrogen input further affect soil N2O emissions.
DOI: 10.17632/xfn5x29zm5.1
title: Data on investigation of N2O emission Regulated by Microorganisms in Mangrove Wetlands of Hainan, China

description: This study established an experiment simulating exogenous nitrogen input in mangrove wetlands from August 1, 2023 to January 27, 2024. According to the survey data on water quality in the study area, nitrogen in this area is mainly in the form of NO3--N, with an average concentration of 2mg/L. In this study, four nitrogen input concentrations were set: CK (0mg/L), N1 (2mg/L), N2 (4mg/L), and N3 (6mg/L), and 3 replicate samples were set for each treatment. The experiment lasted for a total of 180 days. Experimental soil was collected from the Dongzhai Port mangrove wetland, mixed uniformly, and then placed into experimental devices (PVC cylinders with a height of 80 cm and a diameter of 40 cm). The formal experiment started after a 2-week pre-cultivation period. Baseline soil physicochemical properties and microbial communities were tested before the experiment. After the experiment was initiated, soil samples and N₂O concentrations were collected every 15 days for testing, meanwhile, the temperature of the N2O detection chamber was recorded to calculate the N₂O flux data. At the end of the experiment (on day 180th), microbial samples were collected again to obtain 16S RNA data and functional gene data through detection. By these data, we monitored changes in soil physicochemical properties, N2O flux, and microbial community structure under the condition of exogenous nitrogen input, thereby investigating the N2O emission patterns, factors affecting N2O emissions, and microbial mechanisms driving N2O emissions under exogenous nitrogen input.
The results showed that nitrogen input increased the abundance and diversity of nitrifying bacteria, promoted nitrification. Cenarchaeum is the main factor affected the composition of nitrifying bacterial communities, while Unspecified_Proteobacteria (nirK), Unspecified_Gammaproteobacteria, and Unspecified_Bradyrhizobiaceae (nirS) are the key factors influenced the composition of denitrifying bacterial communities. The threshold effect of nitrogen input on N₂O flux and denitrifying bacteria is 2 mg/L. amoA and nosZ are key factors affected changes in N2O flux. A decrease in the abundance of functional genes involved in denitrification leads to a reduction in N2O emissions, and changes in mineral nitrogen content caused by nitrogen input further affect soil N2O emissions.
DOI: 10.15468/dl.ft6b75
title: Occurrence Download

description: A dataset containing 26319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fumana ericifolia"
 ]
}

 The dataset includes 26319 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022756-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agf2nw
title: Occurrence Download

description: A dataset listing the 30 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.03484 4.85802,-73.98673 4.85802,-73.98673 4.90281,-74.03484 4.90281,-74.03484 4.85802))",
 "HasCoordinate is true",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset's 30 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022733-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z42bw3
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum mauritianum",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022758-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvw5w5
title: Occurrence Download

description: A dataset containing 2566 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Forsskaolea tenacissima"
 ]
}

 The dataset includes 2566 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022757-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xamye8
title: Occurrence Download

description: A dataset containing 2176 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Frankenia corymbosa"
 ]
}

 The dataset includes 2176 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022755-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9w9fvr5nzy
title: Deep Neural Network Fingerprinting By General Examples

description: The Key Experimental data generated and used in paper Deep Neural Network Fingerprinting By General Examples. Other data are either part of publicly available datasets or are already contained within the article. Due to limited space, uploaded important data.
DOI: 10.17632/9w9fvr5nzy.3
title: Deep Neural Network Fingerprinting By General Examples

description: The Key Experimental data generated and used in paper Deep Neural Network Fingerprinting By General Examples. Other data are either part of publicly available datasets or are already contained within the article. Due to limited space, uploaded important data.
DOI: 10.17632/4sgcd7zdsp
title: Flood10k Dataset: An Image Dataset for Flood Classification in Disaster Response

description: Flood10K contains 10 419 images (5 093 flooded, 5 326 normal) curated from multiple public sources for training and evaluating binary classification models to identify flood-related imagery in disaster contexts. 

Flooded images were aggregated from several publicly available online datasets, including the CrisisMMD datasets, the Twitter Flood Dataset, and the Flooding Image Dataset (FloodIMG). Normal images were sourced through direct downloads from Twitter (1358 images) and extensive Google searches (3968 images).

This dataset provides a robust resource for researchers developing systems to filter and categorize visual content from social media during disaster events, enhancing situational awareness for emergency responders. It supports the development of models capable of distinguishing actionable flood imagery from irrelevant visual noise.
DOI: 10.15468/dl.2qzs9s
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum mauritianum",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022759-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4sgcd7zdsp.1
title: Flood10k Dataset: An Image Dataset for Flood Classification in Disaster Response

description: Flood10K contains 10 419 images (5 093 flooded, 5 326 normal) curated from multiple public sources for training and evaluating binary classification models to identify flood-related imagery in disaster contexts. 

Flooded images were aggregated from several publicly available online datasets, including the CrisisMMD datasets, the Twitter Flood Dataset, and the Flooding Image Dataset (FloodIMG). Normal images were sourced through direct downloads from Twitter (1358 images) and extensive Google searches (3968 images).

This dataset provides a robust resource for researchers developing systems to filter and categorize visual content from social media during disaster events, enhancing situational awareness for emergency responders. It supports the development of models capable of distinguishing actionable flood imagery from irrelevant visual noise.
DOI: 10.15468/dl.cnzx4c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum mauritianum",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022760-250717081556266/datasets/export for details.
DOI: 10.15468/dl.e8jwhe
title: Occurrence Download

description: A dataset containing 116153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Mionectes oleagineus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 116153 records from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022718-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3e44hm
title: Occurrence Download

description: A dataset containing 23282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trichogrammatidae"
 ]
}

 The dataset includes 23282 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138136-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqg4nq
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ampelisca palmata K.H.Barnard, 1916"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112542-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnee4q
title: Occurrence Download

description: A dataset containing 129342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Brazil",
 "GadmGid is BRA",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Columbina talpacoti (Temminck, 1810)"
 ]
}

 The dataset includes 129342 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255983-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.