cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gt7j39b2cf.2
title: Complex competition interactions between Egyptian fruit bats and black rats in the real world

description: Research Hypothesis: We hypothesized that bats perceive rats not merely as competitors for food, but as a significant predation risk. We predicted that this perceived risk would lead to distinct anti-predator behaviors (e.g., avoidance, increased vigilance) in bats when rats are present, differing from their behavior in the presence of only other bats (conspecifics). Furthermore, we hypothesized that these interactions would be dynamic, shifting with seasonal changes in resource availability and predator-prey encounter rates.

Predation Risk vs. Competition: When rats were present, bats significantly reduced their landing rate on the food platform. For the landings that did occur, bats exhibited significantly higher vigilance (longer scanning durations before feeding) and had lower foraging success compared to when only other bats were present. This suggests the bats' response is driven by predation fear, not just competition.
Behavioral Plasticity: The data reveals a remarkable seasonal shift in bat behavior. In winter, when alternative food sources were scarce and rat encounters were infrequent, bats primarily adopted a risk-averse strategy of avoidance. In spring, when food was more abundant and rat encounters were common, bats shifted towards a more confrontational strategy, including actively attacking rats to gain access to food.


2. Description of Data and Code Files
The data was collected over a seven-month period (December 2017 - May 2018) in a semi-natural, open bat colony with a provisioned food platform. Interactions were monitored using surveillance video cameras.

Description: This file contains the core behavioral data for individual bat landing events. Each row represents a single landing by a bat on the food platform and details the context and the bat's subsequent behaviors. 

Data Gathering for the table "data_rat_and_bat_duration.csv": Bat landings were manually detected from video. The behavioral variables (e.g., vigilance, foraging success) for each landing were then manually annotated and quantified from the video recordings.

Data Gathering for the table "data_rat_arrival_number_30min.csv": Rat arrivals were manually annotated from video footage. The number of unique arrival events was then summed for each 30-minute interval of each night. Data on food depletion was estimated based on bat feeding activity.

Description: These two MATLAB scripts contain the code used to perform the statistical modeling and AIC-based model selection for Table 2 and Table 4 in the manuscript (updated for the model validation on 06/08/2025).

GLM_rat_arrival_number.m: Performs a GLM with a Poisson distribution to model the factors influencing the number of rat arrivals (data_rat_arrival_number_30min.csv).

GLM_food_risk.m: Performs a logistic regression (a GLM with a binomial distribution) to model the factors influencing bat foraging success in the presence of a rat (data_rat_and_bat_duration.csv).
DOI: 10.15468/dl.5e6gh2
title: Occurrence Download

description: A dataset containing 1680 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caprimulgus jotaka",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1680 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022228-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rufv8g
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tatia musaica)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 44 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022227-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rjezs
title: Occurrence Download

description: A dataset containing 722 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 (Otus ireneae)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 722 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022229-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqq728
title: Occurrence Download

description: A dataset containing 0 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 (Otus ireneae)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022230-250802193616735/datasets/export for details.
DOI: 10.15468/dl.vyegtd
title: Occurrence Download

description: A dataset containing 0 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 (Otus ireneae)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022231-250802193616735/datasets/export for details.
DOI: 10.15468/dl.4thrt8
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eisenia fetida",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022232-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/cwz2bvzxxf.1
title: Government procurement and corporate investment: Evidence from China's A-share listed companies

description: Government procurement and corporate investment: Evidence from China's A-share listed companies
DOI: 10.17632/h7n6s6p29y
title: Supplementary data for "Age, Geochemistry and Radiogenic Heat Production of Felsic Intrusive Rocks from the Eastern Athabasca Basin, Saskatchewan" GSC Open FIle

description: This research builds on a recent study from the southwestern Athabasca Basin, which identified a large pluton linked to the 1.85–1.80 Ga high heat-producing Hudsonian granitoid suite as a key component of the local uranium ore system. Here, we test a similar hypothesis in the eastern Athabasca Basin, where uranium deposits are proposed to coincide with a zone of elevated heat production near the boundary between the Wollaston and Mudjatik domains of the Hearne craton. To investigate, we collected samples of felsic intrusive rocks from uranium deposits and discoveries along a transect across the Wollaston–Mudjatik Transition Zone (WMTZ), and assessed their age, geochemistry, and radiogenic heat production capacity to evaluate affinities with the Hudsonian suite. Although a single syn-orogenic granite sample south of the present-day basin margin yielded an age of 1826 ± 3 Ma and may represent a typical Hudsonian intrusion, other samples assumed to be Hudsonian were determined to be older Paleoproterozoic granites (ca. 1.875 Ga) or metamorphosed Neoarchean granites (2.58–2.67 Ga). Radiogenic heat production values mostly fall within global averages for granite and upper continental crust (1.6 – 3.5 µWm-3), although pegmatitic samples are elevated relative to nearby granites. Whereas the data are equivocal in defining a high heat-producing corridor within the WMTZ, new metamorphic ages from zircon rims (ca. 1.83, 1.81, 1.77 Ga) decrease from southeast to northwest across the zone, and highlight its role as a long-lived thermotectonic and structural boundary.

This data repository includes the geochemistry (Table S1) and SHRIMP zircon U-Pb (Table S2) data for the corresponding Geological Survey of Canada Open File report
DOI: 10.17632/h7n6s6p29y.1
title: Supplementary data for "Age, Geochemistry and Radiogenic Heat Production of Felsic Intrusive Rocks from the Eastern Athabasca Basin, Saskatchewan" GSC Open FIle

description: This research builds on a recent study from the southwestern Athabasca Basin, which identified a large pluton linked to the 1.85–1.80 Ga high heat-producing Hudsonian granitoid suite as a key component of the local uranium ore system. Here, we test a similar hypothesis in the eastern Athabasca Basin, where uranium deposits are proposed to coincide with a zone of elevated heat production near the boundary between the Wollaston and Mudjatik domains of the Hearne craton. To investigate, we collected samples of felsic intrusive rocks from uranium deposits and discoveries along a transect across the Wollaston–Mudjatik Transition Zone (WMTZ), and assessed their age, geochemistry, and radiogenic heat production capacity to evaluate affinities with the Hudsonian suite. Although a single syn-orogenic granite sample south of the present-day basin margin yielded an age of 1826 ± 3 Ma and may represent a typical Hudsonian intrusion, other samples assumed to be Hudsonian were determined to be older Paleoproterozoic granites (ca. 1.875 Ga) or metamorphosed Neoarchean granites (2.58–2.67 Ga). Radiogenic heat production values mostly fall within global averages for granite and upper continental crust (1.6 – 3.5 µWm-3), although pegmatitic samples are elevated relative to nearby granites. Whereas the data are equivocal in defining a high heat-producing corridor within the WMTZ, new metamorphic ages from zircon rims (ca. 1.83, 1.81, 1.77 Ga) decrease from southeast to northwest across the zone, and highlight its role as a long-lived thermotectonic and structural boundary.

This data repository includes the geochemistry (Table S1) and SHRIMP zircon U-Pb (Table S2) data for the corresponding Geological Survey of Canada Open File report
DOI: 10.17632/vxx69gksw7
title: Test database of the deformations of headed stud connectors welded within the ribs of profiled steel decking with the ribs transverse to the supporting beam

description: The database contains load-slip measurements for headed shear studs welded within the ribs of profiled steel decking transverse to the supporting beams from 198 push tests described in 15 studies dating from 1988 to 2021. The database also includes the elastic slip, slip capacity, and shear stiffness determined from the load-slip curves according to the 2nd generation of Eurocode 4 (prEC4), as well as the slip capacity and shear stiffness per AISC 360. The prEC4-related variables were obtained using the prEC4, EC4, and UK NCCI stud resistance models, as well as the DH and modified DH resistance models (developed by the present authors). The attached Excel file references the publications from which the test results were obtained, as well as the stud resistance database that formed the basis of this database. The dataset provides the basis for identifying the key variables affecting stud deformations and developing models for predicting the load-slip response, elastic slip, slip capacity, and stiffness of headed shear studs welded within the ribs of profiled steel decking transverse to the supporting beams. This information is crucial for evaluating the stud ductility and stiffness, which affect the shear force distribution in steel-concrete composite beams and their resistance, stiffness, and ductility.
DOI: 10.17632/vxx69gksw7.1
title: Test database of the deformations of headed stud connectors welded within the ribs of profiled steel decking with the ribs transverse to the supporting beam

description: The database contains load-slip measurements for headed shear studs welded within the ribs of profiled steel decking transverse to the supporting beams from 198 push tests described in 15 studies dating from 1988 to 2021. The database also includes the elastic slip, slip capacity, and shear stiffness determined from the load-slip curves according to the 2nd generation of Eurocode 4 (prEC4), as well as the slip capacity and shear stiffness per AISC 360. The prEC4-related variables were obtained using the prEC4, EC4, and UK NCCI stud resistance models, as well as the DH and modified DH resistance models (developed by the present authors). The attached Excel file references the publications from which the test results were obtained, as well as the stud resistance database that formed the basis of this database. The dataset provides the basis for identifying the key variables affecting stud deformations and developing models for predicting the load-slip response, elastic slip, slip capacity, and stiffness of headed shear studs welded within the ribs of profiled steel decking transverse to the supporting beams. This information is crucial for evaluating the stud ductility and stiffness, which affect the shear force distribution in steel-concrete composite beams and their resistance, stiffness, and ductility.
DOI: 10.15468/dl.yxzj27
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eisenia fetida",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 216 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022233-250802193616735/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/12694763
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.tk34hq
title: Occurrence Download

description: A dataset containing 44 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 (Saguinus ursula)",
 "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 44 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022237-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxpa2k
title: Occurrence Download

description: A dataset containing 0 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 (Saguinus ursula)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022236-250802193616735/datasets/export for details.
DOI: 10.15468/dl.wp8hqa
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Creagrutus muelleri)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022235-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcgqf3
title: Occurrence Download

description: A dataset containing 1234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hirundapus caudacutus",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1234 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022234-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxbtup
title: Occurrence Download

description: A dataset containing 0 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 (Saguinus ursula)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022238-250802193616735/datasets/export for details.
DOI: 10.15468/dl.trbnaw
title: Occurrence Download

description: A dataset containing 29784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 {
 "or" : [
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "Geometry POLYGON((-115.40394 32.58945,-116.89646 37.83824,-119.52461 42.60411,-120.19671 43.82229,-124.73338 43.9063,-124.68009 40.62304,-122.7228 33.93063,-117.59233 32.39661,-115.40394 32.58945))"
 ]
 },
 "HasGeospatialIssue is false",
 "TaxonKey is Picoides arcticus",
 "Year 2013-2025"
 ]
}

 The dataset includes 29784 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022239-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14279/depositonce-24335
title: Power simulation study scripts and results for Lepa, Ahrens & Pfleiderer (2025)

description: This is the complete material (Mplus and R-scripts as well as R datasets) for reproducing the power simulations conducted in Lepa, Ahrens & Pfleiderer (2025) . Dimensionen der Groove-Affordanz (DGA) beim Hören populärer Musik: Ein neues Messinstrument und eine vergleichende Validierungsstudie. Jahrbuch der Deutschen Gesellschaft für Musikpsychologie, Band 33.
DOI: 10.14279/depositonce-24344
title: Impedance Measurement of Zinc-Air Batteries

description: These data comprise various impedance measurements and CV and cycling tests of zinc-air batteries under different conditions. Most of the experiments were performed using an in-house test cell and recipients. Additionally, a set of measurements of the PR48 coin cell is provided. The device used was a PARSTAT MC PMC-2000A potentiostat/galvanostat (Ametek Scientific Instruments, USA). Corresponding papers: https://doi.org/10.3390/batteries7030056 https://doi.org/10.1002/adem.202400148 The data can be accessed using the Python import pickle command.
DOI: 10.15468/dl.5e5muy
title: Occurrence Download

description: A dataset containing 0 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 (Saguinus ursula)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022240-250802193616735/datasets/export for details.