cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18464862
title: IMPROVEMENT OF LEGAL AND ORGANIZATIONAL MECHANISMS FOR PREVENTING CRIMES COMMITTED IN CYBERSPACE

description: This article examines the improvement of legal and organizational mechanisms for preventing crimes committed in cyberspace in the context of the rapid development of digital technologies. The growing scale of cybercrime poses serious threats to national security, public order, and the protection of individual rights and freedoms. The purpose of the study is to analyze existing legal frameworks and institutional practices aimed at combating cybercrime and to identify effective mechanisms for its prevention.

The research employs methods such as legal analysis, comparative study, and systematic review of regulatory documents and law enforcement practices. The findings indicate that effective prevention of cybercrime requires not only the strengthening of criminal liability but also the development of organizational coordination, interagency cooperation, and preventive monitoring systems. Special attention is given to the role of digital forensics, cyber monitoring units, and public awareness initiatives in reducing cyber threats.

The study concludes that improving legal norms, enhancing organizational capacity of law enforcement agencies, and promoting preventive measures based on modern technologies are essential for ensuring cybersecurity and protecting society from cyber-related crimes. The results of this research may be used in developing policy recommendations and improving practical measures for cybercrime prevention.
DOI: 10.5281/zenodo.18464863
title: IMPROVEMENT OF LEGAL AND ORGANIZATIONAL MECHANISMS FOR PREVENTING CRIMES COMMITTED IN CYBERSPACE

description: This article examines the improvement of legal and organizational mechanisms for preventing crimes committed in cyberspace in the context of the rapid development of digital technologies. The growing scale of cybercrime poses serious threats to national security, public order, and the protection of individual rights and freedoms. The purpose of the study is to analyze existing legal frameworks and institutional practices aimed at combating cybercrime and to identify effective mechanisms for its prevention.

The research employs methods such as legal analysis, comparative study, and systematic review of regulatory documents and law enforcement practices. The findings indicate that effective prevention of cybercrime requires not only the strengthening of criminal liability but also the development of organizational coordination, interagency cooperation, and preventive monitoring systems. Special attention is given to the role of digital forensics, cyber monitoring units, and public awareness initiatives in reducing cyber threats.

The study concludes that improving legal norms, enhancing organizational capacity of law enforcement agencies, and promoting preventive measures based on modern technologies are essential for ensuring cybersecurity and protecting society from cyber-related crimes. The results of this research may be used in developing policy recommendations and improving practical measures for cybercrime prevention.
DOI: 10.6084/m9.figshare.31238026
title: Spatiotemporal trends of Mosquito biodiversity_Raw data

description: Raw mosquito count data to observe the spatiotemporal trends of mosquito biodiversity in Perth, Western Australia. This data includes the average temperature (Monthly, Fortnightly, weekly, and daily) and total monthly rainfall before the trapping event.
DOI: 10.6084/m9.figshare.31238026.v1
title: Spatiotemporal trends of Mosquito biodiversity_Raw data

description: Raw mosquito count data to observe the spatiotemporal trends of mosquito biodiversity in Perth, Western Australia. This data includes the average temperature (Monthly, Fortnightly, weekly, and daily) and total monthly rainfall before the trapping event.
DOI: 10.5281/zenodo.18464851
title: SARS-CoV-2 Infektionen in Deutschland

description: Im Datensatz "SARS-CoV-2 Infektionen in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu SARS-CoV-2 Infektionen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Landkreisebene zu bestätigten Infektionen, Todesfällen und Genesungen, differenziert nach Altersgruppen und Geschlecht. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.15468/dl.24tcb8
title: Occurrence Download

description: A dataset containing 705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myrceugenia alpigena",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 705 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008970-260129131611470/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/14715705
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.m6fwxy
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eupatorium spinaciifolium"
 ]
}

 The dataset includes 42 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008977-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3m4sh
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scorzonera laciniata, Scorzonera laciniata, Scorzonera laciniata, Scorzonera laciniata, Podospermum laciniatum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 146 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008972-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tav5q9
title: Occurrence Download

description: A dataset containing 7707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scorzonera humilis, Scorzonera humilis)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 7707 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008971-260129131611470/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.31238038
title: Reversal of the warm Arctic - cold Eurasia intraseasonal coupling by CO<sub>2</sub> removal

description: These are outputs from CESM1.2 using a large ensemble CO2 removal experiment (4xCO2 increase and decrease).Data is grouped by figure and details are in the README.txt file.
DOI: 10.6084/m9.figshare.31238038.v1
title: Reversal of the warm Arctic - cold Eurasia intraseasonal coupling by CO<sub>2</sub> removal

description: These are outputs from CESM1.2 using a large ensemble CO2 removal experiment (4xCO2 increase and decrease).Data is grouped by figure and details are in the README.txt file.
DOI: 10.5281/zenodo.18464902
title: IMPROVING MECHANISMS FOR ATTRACTING FOREIGN INVESTMENTS

description: This article examines the mechanisms for attracting foreign investments and analyzes ways to improve them under conditions of economic globalization. The study focuses on institutional, legal, and economic instruments that influence foreign direct investment (FDI) inflows. Based on international experience and empirical data, the article evaluates the effectiveness of investment policies, the role of state regulation, and investment climate factors. The findings demonstrate that improving legal guarantees, reducing administrative barriers, and enhancing transparency are key determinants in increasing foreign investment flows.
DOI: 10.5281/zenodo.18464903
title: IMPROVING MECHANISMS FOR ATTRACTING FOREIGN INVESTMENTS

description: This article examines the mechanisms for attracting foreign investments and analyzes ways to improve them under conditions of economic globalization. The study focuses on institutional, legal, and economic instruments that influence foreign direct investment (FDI) inflows. Based on international experience and empirical data, the article evaluates the effectiveness of investment policies, the role of state regulation, and investment climate factors. The findings demonstrate that improving legal guarantees, reducing administrative barriers, and enhancing transparency are key determinants in increasing foreign investment flows.
DOI: 10.5281/zenodo.18464923
title: data
DOI: 10.5281/zenodo.18464924
title: data
DOI: 10.5281/zenodo.18464949
title: COVID-19-Hospitalisierungen in Deutschland

description: Im Datensatz "COVID-19-Hospitalisierungen in Deutschland" des Robert Koch-Institutswerden täglich aktualisierte Informationen zu Hospitalisierungen im Zusammenhang mit COVID-19 basierend auf den Meldungen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Neben tagesaktuellen Fallzahlen und Inzidenzen auf Bundes- und Länderebene enthält der Datensatz auch modellgestützte Schätzungen verzögert gemeldeter Hospitalisierungen mittels Nowcasting. Ziel ist es, die tatsächliche Belastung des Gesundheitssystems durch COVID-19 besser abzubilden, insbesondere durch die Berechnung adjustierter 7-Tage-Hospitalisierungsinzidenzen.
DOI: 10.5281/zenodo.17978513
title: Data supplement: Mapping small landscape features in agricultural lands at the national level using CNN- based semantic segmentation

description: Data supplement: Mapping small landscape features in agricultural lands using CNN-based semantic segmentation

The dataset contains:



model.zip: pretrained model weights used in the small landscape feature segmentation

samples.zip: samples consisted of 500x500px images and mask pairs used in model training and validation

model_output_field_islands_polygons.zip: final, post-processed model outputs of small landscape feature polygons across Estonia in geopackage format


The terminology of Small Landscape Feature that we used in our study refers to patchy natural or semi-natural vegetation features that may include trees, shrubs, rocks, and small ponds, with areas ranging from 0.01 to 0.5 ha. This definition follows the criteria set by local regulation and used by the Common Agricultural Policy (CAP)-paying agency in Estonia.

Known limitation of the model:



Commission error of hedgerows (false positives)

Omission error of the field islands lacking a tree canopy


If the samples or model outputs are used in a scientific publication, we kindly request that you contact us to discuss the possibility of co-authorship. Otherwise, please cite this dataset using the provided citation.
DOI: 10.5281/zenodo.17978514
title: Data supplement: Mapping small landscape features in agricultural lands at the national level using CNN- based semantic segmentation

description: Data supplement: Mapping small landscape features in agricultural lands using CNN-based semantic segmentation

The dataset contains:



model.zip: pretrained model weights used in the small landscape feature segmentation

samples.zip: samples consisted of 500x500px images and mask pairs used in model training and validation

model_output_field_islands_polygons.zip: final, post-processed model outputs of small landscape feature polygons across Estonia in geopackage format


The terminology of Small Landscape Feature that we used in our study refers to patchy natural or semi-natural vegetation features that may include trees, shrubs, rocks, and small ponds, with areas ranging from 0.01 to 0.5 ha. This definition follows the criteria set by local regulation and used by the Common Agricultural Policy (CAP)-paying agency in Estonia.

Known limitation of the model:



Commission error of hedgerows (false positives)

Omission error of the field islands lacking a tree canopy


If the samples or model outputs are used in a scientific publication, we kindly request that you contact us to discuss the possibility of co-authorship. Otherwise, please cite this dataset using the provided citation.
DOI: 10.15468/dl.6ks2z2
title: Occurrence Download

description: A dataset containing 449402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ceratophyllum submersum L., Gagea pratensis (Pers.) Dumort., Gentianella aurea (L.) Harry Sm., Juncus anceps La Harpe, Juncus minutulus (Albert & Jahand.) Prain, Melampyrum cristatum L., Soldanella montana Willd., Stellaria hebecalyx Fenzl, Taraxacum praestabile Rail., Taraxacum verticosum Rail., Tripleurospermum hookeri Sch.Bip., Viola hirta L., Actaea erythrocarpa Fisch., Atriplex schugnanica Iljin, Carduus hamulosus Ehrh., Chamaecytisus hirsutus (L.) Link, Euonymus verrucosus Scop., Globularia bisnagarica L., Hieracium pannosum Boiss., Inula magnifica Lipsky, Plantago maxima Juss. ex Jacq., Trifolium alpestre L., Rosa gorenkensis Besser, Aeschynomene elaphroxylon (Guill. & Perr.) Taub., Cassia eremophila A.Cunn. ex Vogel, Cyperus procerus Rottb., Pontederia diversifolia (Vahl) M.Pell. & C.N.Horn, Eragrostis multiflora Trin., Plantago exigua Murray, Populus euphratica Olivier, Saraca indica L., Thesium bergeri Zucc., Carlina biebersteinii Bernh. ex Hornem., Hieracium aequalifolium Wiinst., Hieracium barbelliceps Wiinst., Hieracium homophyllum Wiinst., Hieracium orupense Ingerslev, Hieracium pseudopediaeum Wiinst., Hieracium severiceps Wiinst., Papaver rupifragum Boiss. & Reut., Phalaris truncata Guss. ex Bertol., Pinus uncinata Ramond ex DC., Rumex fueginus Phil., Faidherbia albida (Delile) A.Chev., Liquidambar orientalis Mill., Acer heldreichii Orph., Alchemilla conjuncta Bab., Anthemis cretica (L.) L., Bupleurum croceum Fenzl, Isatis praecox Kit. ex Tratt.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 449402 records from 1939 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014114-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypyj9t
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Atelopus mindoensis Peters, 1973"
 ]
}

 The dataset includes 183 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012179-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ef35eg
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Netherlands",
 "Country is France"
 ]
 },
 "Geometry POLYGON((-11.13888 37.55067,53.20784 37.55067,53.20784 63.27805,-11.13888 63.27805,-11.13888 37.55067))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dermacentor reticulatus Fabricius, 1794",
 "Year 2012-2021"
 ]
}

 The dataset includes 156 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243438-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4tz7u
title: Occurrence Download

description: A dataset containing 23473 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mentha ×verticillata L."
 ]
}

 The dataset includes 23473 records from 189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268346-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84yd3e
title: Occurrence Download

description: A dataset containing 403 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asplenium dimidiatum Sw."
 ]
}

 The dataset includes 403 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229570-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5lit4b
title: Occurrence Download

description: A dataset containing 4796 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Cicendia filiformis (L.) Delarbre"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4796 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012180-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fscaqc
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lissodelphis borealis (Peale, 1848)"
 ]
}

 The dataset includes 304 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245646-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzwaph
title: Occurrence Download

description: A dataset containing 794369 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet observations"
 ]
}

 The dataset includes 794369 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232985-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t48cpg
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Prosopis glandulosa Torr."
 ]
}

 The dataset includes 46 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275480-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvgwim
title: Occurrence Download

description: A dataset containing 1713 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dermacentor variabilis Say, 1821"
 ]
}

 The dataset includes 1713 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012180-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zj7z7h
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Terminalia yapacana Maguire"
 ]
}

 The dataset includes 56 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011729-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.656du9
title: Occurrence Download

description: A dataset containing 22724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cervidae"
 ]
}

 The dataset includes 22724 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244246-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsjlnc
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((102.81006 6.54785,115.59814 6.54785,115.59814 23.02734,102.81006 23.02734,102.81006 6.54785))",
 "TaxonKey is Hydrocharitaceae"
 ]
}

 The dataset includes 139 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034340-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpmljf
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenocereus griseus (Haw.) Buxb."
 ]
}

 The dataset includes 458 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012181-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkc72d
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "Geometry POLYGON((112.12207 -23.86231,111.17285 -26.25293,112.12207 -27.44824,111.94629 -34.33887,119.64551 -37.95996,129.10254 -33.42481,125.5166 -23.79199,112.12207 -23.86231))",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243433-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdugmn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Torquigener paxtoni Hardy, 1983"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059712-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2kg2m
title: Occurrence Download

description: A dataset containing 2915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-98.63046 29.56474,-98.59805 29.56474,-98.59805 29.58433,-98.63046 29.58433,-98.63046 29.56474))",
 "HasGeospatialIssue is false",
 "TaxonKey is Chordata",
 "Year 2016-2021"
 ]
}

 The dataset includes 2915 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220058-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.