cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fdg7q9
title: Occurrence Download

description: A dataset containing 10290 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 (Sturnella neglecta)",
 "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 10290 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023272-250711103210423/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.29577392
title: A Structural Proof of the Collatz Conjecture via Decomposition and Operation Series

description: This research concerns a structural proof of the Collatz conjecture. A formal proof is provided using operation sequences and the decomposition of natural numbers into 1s and 2s.
DOI: 10.6084/m9.figshare.29577392.v1
title: A Structural Proof of the Collatz Conjecture via Decomposition and Operation Series

description: This research concerns a structural proof of the Collatz conjecture. A formal proof is provided using operation sequences and the decomposition of natural numbers into 1s and 2s.
DOI: 10.15468/dl.nxfger
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cochlearia tatrae"
 ]
}

 The dataset includes 58 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023274-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zx5mg
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex hirta repens, Carex hirta subglabra, Carex hirta sublaevis, Carex hirta vera, Carex hirtiformis, Carex orthostachys, Carex orthostachys, Carex villosa, Trasus hirtus, Trasus hirtus compositus)",
 "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 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023275-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92jsak
title: Occurrence Download

description: A dataset containing 5408 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nepeta nuda"
 ]
}

 The dataset includes 5408 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023273-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98v8zt
title: Occurrence Download

description: A dataset containing 1471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mus musculus",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1471 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023276-250711103210423/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/12486794
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.u3wpfy
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAB3480"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023278-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xb8bj4
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chondrilla juncea",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023277-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dfhzz
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 (Sturnella neglecta)",
 "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/0023279-250711103210423/datasets/export for details.
DOI: 10.15468/dl.j47hak
title: Occurrence Download

description: A dataset containing 3261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eleogiton lacustris, Heleophylax lacustris, Hymenochaeta lacustris, Schoenus lacustris, Scirpus andrzejowscii, Scirpus janii, Scirpus lacustris, Scirpus lacustris foliosus, Scirpus lacustris eu-lacustris, Scirpus lacustris hippolytii)",
 "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 3261 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023281-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnb8vg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mus musculus",
 "Country is Kuwait",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023280-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22ty4k
title: Occurrence Download

description: A dataset containing 3350 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Reef Check in Taiwan 台灣珊瑚礁體檢"
 ]
}

 The dataset includes 3350 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023282-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58032/agh/t7zxdh
title: Economic Lot Scheduling Problem solved by Extended Basic Period Approach

description: This dataset contains twelve problem instances of the Economic Lot Scheduling Problem (ELSP) and solutions obtained using the extended basic period approach. The first case, established by Bomberger (1966), is a standard instance with ten products, based on real-world data from a stamping facility, and is frequently used to compare the quality of solutions provided by various ELSP algorithms. The original paper contains some errors (the data does not match the presented solution); therefore, the data published here is based on the version by Holmbom et al. (2014). The second instance, with five products, was proposed by Nilsson and Segerstedt (2008). Holmbom et al. (2013) used it to prepare ten other cases. Solutions were obtained using the heuristic proposed by Holmbom et al. (2013) and its modification proposed by Kaczmarczyk (2025), which utilised an MIP model.
DOI: 10.15468/dl.fw8rfe
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 (Sturnella neglecta)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023284-250711103210423/datasets/export for details.
DOI: 10.15468/dl.459zw6
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba incrassata"
 ]
}

 The dataset includes 112 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023283-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98f4fy
title: Occurrence Download

description: A dataset containing 1885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Bangladesh, Bhutan, Nepal, Myanmar, Lao People’s Democratic Republic, Viet Nam, Thailand, Cambodia, Malaysia, Indonesia, Philippines, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rinorea"
 ]
}

 The dataset includes 1885 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023285-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdzwve
title: Occurrence Download

description: A dataset containing 6659 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nepeta racemosa"
 ]
}

 The dataset includes 6659 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023287-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7kkcjbjrgp.2
title: Plant growth-promoting rhizobacteria mitigate N2O emissions via divergent nitrification-denitrification synergies in contrasting agricultural soils

description: Abstract: Aims Nitrous oxide (N2O) from agricultural soils is a potent greenhouse gas and a dominant ozone-depleting substance, underscoring an urgent need for sustainable mitigation strategies. Plant growth-promoting rhizobacteria (PGPR) represent a promising bio-based solution, given their dual role in enhancing plant productivity and regulating soil N cycles. Methods This study explores the soil-specific mechanisms by which PGPR regulate N2O emissions, with research sites located in two contrasting soils in China: Wuxi, Jiangsu (paddy-upland rotation soil), and Dezhou, Shandong (upland-upland rotation soil). The experiment employed PGPR inoculation treatments to investigate their regulatory effects on N2O fluxes. Quantitative real-time PCR (qPCR) was used to quantify the absolute abundances of critical nitrogen-cycling functional genes, and high-throughput sequencing was performed to analyze the shifts in soil microbial community composition. Correlation analysis, Mantel tests and Random Forest modeling were further applied to identify the core microbial taxa driving N2O flux variations. Results PGPR efficacy was found to be co-determined by native soil properties and strain functional traits. In Wuxi soil, effective PGPR strains suppressed nitrification gene abundance (AOA-amoA, AOB-amoA) while enriching key denitrifiers such as Rhodanobacter, thereby constraining N2O production and enhancing its reduction. In contrast, in Dezhou soil with upland-upland rotation, successful mitigation involved optimizing the microbial consortium to favor a synergy between low-N2O-yield ammonia oxidizers (e.g., Nitrososphaeraceae) and efficient denitrifiers. Furthermore, we identified and validated key microbial taxa (e.g., Lysobacter and Vicinamibacteraceae) whose abundances strongly correlated with N2O flux. These findings provide a mechanistic framework for tailoring PGPR inoculants to specific soil environments, advancing their application as a precise and sustainable tool for mitigating agricultural N2O emissions. Conclusions The nosZ-carrying strain YSQ030 exhibited stable robust, cross-soil N2O mitigation performance.
DOI: 10.48580/d3xv8.v80
title: A new Central European species of the Daphnia curvirostris complex, Daphnia hrbaceki sp. nov. (Cladocera, Anomopoda, Daphniidae)
DOI: 10.48580/d3xv9.v77
title: A new genus and two new species of Antillocorini (Hemiptera: Heteroptera: Rhyparochromidae: Rhyparochrominae) from Mexico and Guatemala
DOI: 10.48580/d3xvb.v81
title: Nomenclatural issues in the orchid bees (Hymenoptera: Apidae: Euglossina) and an updated catalogue
DOI: 10.48580/d3xvc.v77
title: Notes on the genus Procystiphora Felt, 1915 (Diptera: Cecidomyiidae) with description of one new species inducing galls in branchlets of a bamboo in China
DOI: 10.48580/d3xv4.v79
title: Gnathia grutterae sp. nov. (Crustacea, Isopoda, Gnathiidae) parasitising representatives of the Balistidae, Labridae and Tetraodontidae from Lizard Island, Great Barrier Reef, Australia
DOI: 10.48580/d3xv6.v85
title: Cryptic species and hybridization in the Anolis polylepis complex, with the description of a new species from the Osa Peninsula, Costa Rica (Squamata: Polychrotidae)
DOI: 10.48580/d3xv7.v81
title: Euglossa bembei sp. n. (Hymenoptera: Apidae): a new orchid bee from the Brazilian Atlantic Forest belonging to the Euglossa cybelia Moure, 1968 species group
DOI: 10.48580/d3xv5.v85
title: Assassin bugs (Hemiptera: Heteroptera: Reduviidae) of Uruguay: A synoptic catalogue as a contribution to the study of Austral biodiversity
DOI: 10.17632/4td5b2vbcx
title: Mapping Research Trends in Hybrid Learning: A Bibliometric Analysis of Achievement and Participation (2000-2025)

description: Mapping Research Trends in Hybrid Learning: A Bibliometric Analysis of Achievement and Participation (2000-2025)
DOI: 10.48580/d3xts.v81
title: New species of Elachistinae (Lepidoptera: Elachistidae) from Cameroon and the Democratic Republic of the Congo
DOI: 10.48580/d3xtt.v79
title: A new species of Microcaecilia (Amphibia: Gymnophiona: Caeciliidae) from Guyana
DOI: 10.48580/d3xtw.v85
title: Two new species of the genus Pison Jurine (Hymenoptera: Crabronidae) from China, with a key to the Chinese species
DOI: 10.48580/d3xv2.v84
title: A review of the Oriental and Australasian Ptilocera species (Diptera: Stratiomyidae)
DOI: 10.17632/4td5b2vbcx.1
title: Mapping Research Trends in Hybrid Learning: A Bibliometric Analysis of Achievement and Participation (2000-2025)

description: Mapping Research Trends in Hybrid Learning: A Bibliometric Analysis of Achievement and Participation (2000-2025)
DOI: 10.48580/d3xtk.v79
title: Sugaentulus andrzeji sp. nov. from Siberia, Russia (Protura: Acerentomidae: Acerentominae) and key to Acerentominae genera
DOI: 10.48580/d3xtl.v82
title: A new genus of oak gallwasps, Cycloneuroterus Melika & Tang, with the description of five new species from Taiwan (Hymenoptera: Cynipidae: Cynipini)
DOI: 10.48580/d3xtn.v77
title: Redescription of Hesperentomon tianshanicum Martynova, 1970 (Protura: Acerentomata, Hesperentomidae) and key to Hesperentomon species
DOI: 10.48580/d3xtr.v81
title: Genus Acalvolia (Acari: Winterschmidtiidae), with the description of a new species from the USA
DOI: 10.48580/d3xth.v84
title: Supplement to the revision of the genus Brachelytrium Obenberger, 1923 (Coleoptera: Buprestidae: Buprestinae: Anthaxiini)
DOI: 10.48580/d3xtj.v80
title: Tagalis evavilmae sp. nov. (Hemiptera: Heteroptera: Reduviidae: Saicinae), an inhabitant of birds’ nests in Amazonas, Brazil with taxonomical notes and a key to the species of Tag ali s Stål
DOI: 10.48580/d3xt6.v77
title: Two new species of Pyemotes closely related to P. tritici (Acari: Pyemotidae)
DOI: 10.48580/d3xt7.v82
title: A new genus of polystomatid parasitic flatworm (Monogenea: Polystomatidae) without free-swimming life stage from the Malagasy poison frogs
DOI: 10.48580/d3xtd.v83
title: Nesting ecology of Megachile (Sayapis) mendozana Cockerell and its synonymy with Megachile (Sayapis) santiaguensis Durante (Hymenoptera: Megachilidae)
DOI: 10.48580/d3xsx.v82
title: A new species of Pseudoeurycea from the cloud forest in Veracruz, México
DOI: 10.48580/d3xt2.v83
title: Aphyosemion teugelsi (Cyprinodontiformes: Nothobranchiidae), a new species from a remote locality in the southern Democratic Republic of the Congo
DOI: 10.48580/d3xss.v83
title: Pericoma nielseni nom. nov., a replacement name for Pericoma formosa Nielsen, 1964, preoccupied by Pericoma formosa Meunier, 1905 (Diptera: Psychodidae)
DOI: 10.48580/d3xst.v77
title: Two new species of Paratanytarsus (Diptera: Chironomidae) from southeast of Brazil
DOI: 10.48580/d3xsv.v85
title: Procladius Skuse from Lake Winnipeg, Manitoba, Canada, with keys to some females and immature stages of the genus (Diptera: Chironomidae)
DOI: 10.48580/d3xsw.v85
title: Catalogue of Blattaria (Insecta) from Argentina
DOI: 10.17632/v8mb6thhwh
title: Source code of TSAP: Time-Series Additive exPlanations, a novel explainer based on time-series transformations

description: This dataset contains the complete Python source code of Time-Series Additive exPlanations (TSAP), a novel model-agnostic explainer designed for time-series (TS) machine learning (ML) models. TSAP is based on measuring the impact of controlled TS transformations on the predicted output of forecasting models.
The core component of the framework is the class "TsapExplainer", which can be applied to any TS ML model implementing the basic interface "TsModel" (provided as a Python class). The only required method is "predict", which receives a Pandas Series as input and returns a numerical value corresponding to the predicted next value of the series. This design enables compatibility with external ML libraries such as Keras or TensorFlow by implementing a lightweight wrapper class that conforms to the "TsModel" interface and defines the required method.
To illustrate the usage of TSAP, this dataset includes the class "LstmExampleTsModel", which implements a Long Short-Term Memory (LSTM) neural network using Keras. This example retrieves stock time-series data through the Yahoo Finance application programming interface (API) and demonstrates how to integrate TSAP with a forecasting model in practice.
TSAP supports both local and global explanations. Local explanations analyze the influence of TS transformations on a single prediction, while global explanations characterize the overall behavior of a model based on a group of TS instances. 
Additional classes and scripts included in the dataset are used for experimentation in the financial domain and for evaluating the explainer using Gummadi’s metrics. These materials were prepared to support the peer-review process of a scientific publication.
Although the current version of TSAP includes default transformations related to trend and volatility, the framework is fully extensible. The explainer can receive custom transformation functions as parameters, allowing practitioners to define domain-specific transformations and generate explanations tailored to their particular TS ML models.
Researchers and practitioners are encouraged to cite the associated publications and this dataset when using TSAP in academic or professional work.
DOI: 10.48580/d3xsq.v81
title: A new tree frog of the genus Rhacophorus (Anura: Rhacophoridae) from southern Vietnam
DOI: 10.48580/d3xsr.v78
title: Stigmaeus boshroyehensis sp. nov. (Acari: Stigmaeidae) from eastern Iran, with re-description of Stigmaeus pilatus Kuznetzov