cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2xpmq5
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.76956 -40.78284,-72.76956 -40.94693,-72.10718 -40.97294,-72.01513 -40.97895,-71.99912 -40.81285,-72.76956 -40.78284))",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 336 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008434-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/fcvw7h
title: Metagenomics of soil

description: Analysis of the microbial communities of different soils
DOI: 10.15468/dl.h3z5es
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is Global records of the invasive freshwater apple snail Pomacea canaliculata (Lamarck, 1822)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 66 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008433-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4s2fj
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solidago gigantea",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008436-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxudvr
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solidago gigantea",
 "Country is Hungary",
 "HasCoordinate is true"
 ]
}

 The dataset includes 245 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008437-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17183428
title: Global Automated Sample Digestion Systems Market 2025 To 2034

description: Automated Sample Digestion Systems Market Size, Trends and Insights By Product (Automated Compound Storage System, Automated Liquid Handling Systems, Others), By Sample Type (Biological Samples, Compound Samples, Others), By End-user (Pharmaceutical and Biotech Companies, Academic and Research Institutions, Biobanks, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Automated Sample Digestion Systems Market analysis conducted by the CMI Team, the global Automated sample digestion systems Market is expected to record a CAGR of 4.3% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 2.4 Billion. By 2034, the valuation is anticipated to reach USD 3.5 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=74235
DOI: 10.5281/zenodo.17183429
title: Global Automated Sample Digestion Systems Market 2025 To 2034

description: Automated Sample Digestion Systems Market Size, Trends and Insights By Product (Automated Compound Storage System, Automated Liquid Handling Systems, Others), By Sample Type (Biological Samples, Compound Samples, Others), By End-user (Pharmaceutical and Biotech Companies, Academic and Research Institutions, Biobanks, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Automated Sample Digestion Systems Market analysis conducted by the CMI Team, the global Automated sample digestion systems Market is expected to record a CAGR of 4.3% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 2.4 Billion. By 2034, the valuation is anticipated to reach USD 3.5 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=74235
DOI: 10.5281/zenodo.17183077
title: Kronodroid-2021

description: The KronoDroid-2021 dataset, utilized for Android malware research, contains 13,964 samples (53.17% malicious, 46.83% benign) with 485 features, blending static (permissions, intents) and dynamic (system calls, network activity) attributes. Spanning 2008–2020, it captures evolving malware trends, enabling concept drift analysis. Unlike emulator-based datasets like Drebin (static-only) or CICMalDroid, KronoDroid leverages real-device dynamic features for enhanced accuracy. Malware samples are labeled using trusted anti-malware libraries like VirusTotal, ensuring reliable ground truth. With 12,100 preprocessed entries and diverse features, it supports robust model training for advanced malware detection and behavioral analysis.
DOI: 10.5281/zenodo.17183078
title: Kronodroid-2021

description: The KronoDroid-2021 dataset, utilized for Android malware research, contains 13,964 samples (53.17% malicious, 46.83% benign) with 485 features, blending static (permissions, intents) and dynamic (system calls, network activity) attributes. Spanning 2008–2020, it captures evolving malware trends, enabling concept drift analysis. Unlike emulator-based datasets like Drebin (static-only) or CICMalDroid, KronoDroid leverages real-device dynamic features for enhanced accuracy. Malware samples are labeled using trusted anti-malware libraries like VirusTotal, ensuring reliable ground truth. With 12,100 preprocessed entries and diverse features, it supports robust model training for advanced malware detection and behavioral analysis.
DOI: 10.15468/dl.us7g3a
title: Occurrence Download

description: A dataset containing 18997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solidago gigantea",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18997 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008435-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h334w9
title: Occurrence Download

description: A dataset containing 615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Nepal, Bhutan, Myanmar, Bangladesh, Indonesia, Lao People’s Democratic Republic, Viet Nam, Cambodia, Malaysia, Chinese Taipei, Thailand, Philippines)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Melaleuca"
 ]
}

 The dataset includes 615 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008439-250920141307145/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.30186781
title: Raw cycling (In, Pb or Au // Ca half-cells) and elemental mapping/SEM data (Ca plating on various electrodes)

description: Cycling data of In-Ca half-cells (two measurements), Pb-Ca half-cells (two measurements), and Au-Ca half-cells as reference. Applied current densities:1 mA cm<sup>-2</sup>, applied capacity density (0.5 mAh cm<sup>-2</sup>)Elemental mapping/SEM data of Ca deposits on various electrode materials
DOI: 10.6084/m9.figshare.30186781.v1
title: Raw cycling (In, Pb or Au // Ca half-cells) and elemental mapping/SEM data (Ca plating on various electrodes)

description: Cycling data of In-Ca half-cells (two measurements), Pb-Ca half-cells (two measurements), and Au-Ca half-cells as reference. Applied current densities:1 mA cm<sup>-2</sup>, applied capacity density (0.5 mAh cm<sup>-2</sup>)Elemental mapping/SEM data of Ca deposits on various electrode materials
DOI: 10.5281/zenodo.17182926
title: Replication Data for: Discovery of a Universal Trust Threshold at τ* = 0.68 in Community-Level Cooperation - Evidence from 1,225 Organizations and Validation Across All 217 Countries (1972-2024)

description: This repository contains the complete replication materials for the discovery of a universal trust threshold at τ* = 0.68 (95% CI: 0.674-0.686) that governs phase transitions in community-level cooperation.

KEY FINDING: We identify a mathematical constant in human social behavior - a critical trust threshold at τ* = 0.68 that triggers discontinuous phase transitions from individual to collective behavior in community-based organizations.

DATASET: - 1,225 community-based organizations from 24 countries (primary discovery)- 142,100 households tracked over 52 years (1972-2024)  - Quarterly trust measurements for 79 organizations- Global validation across ALL 217 countries using World Bank Governance Indicators and World Values Survey data

UNIVERSAL VALIDATION:- Threshold validated across all 217 countries globally- Remains constant across cultures, continents, and time periods- Robust to controls for cultural dimensions (Hofstede), ethnic fractionalization (Alesina), legal origins (La Porta), democracy indices (Freedom House, Polity V), and colonial history (CEPII)- Continental estimates all within 1.5% of global mean (Africa: 0.676, Asia: 0.681, Latin America: 0.673, Europe: 0.685, North America: 0.678, Oceania: 0.682)- Only Norway among all 217 nations exceeds τ* = 0.68 at national level

PHASE TRANSITION EVIDENCE:- 5.1 percentage point discontinuous jump in retention at threshold- 23.2% increase in voluntary contributions above τ* = 0.68- Treatment effectiveness: 44% of treated organizations crossed threshold vs 25.9% control

REPOSITORY CONTENTS:- 00_RAW_DATA: Original datasets including control variables for 217 countries- 01_PRIMARY_DATA: 1,225 organizations dataset- 02_TRUST_METRICS: Detailed trust measurements for 79 organizations- 03_ANALYSIS_RESULTS: Phase transition and threshold analyses- 04_TABLES: Paper tables- 10_SUPPLEMENTARY: Additional materials including 217-country validation

This discovery reveals a fundamental mathematical law governing human cooperation at community scale (50-5,000 members), validated globally across all 217 countries. The threshold represents a universal constant in social physics, analogous to critical points in physical phase transitions.
DOI: 10.5281/zenodo.17182927
title: Replication Data for: Discovery of a Universal Trust Threshold at τ* = 0.68 in Community-Level Cooperation - Evidence from 1,225 Organizations and Validation Across All 217 Countries (1972-2024)

description: This repository contains the complete replication materials for the discovery of a universal trust threshold at τ* = 0.68 (95% CI: 0.674-0.686) that governs phase transitions in community-level cooperation.

KEY FINDING: We identify a mathematical constant in human social behavior - a critical trust threshold at τ* = 0.68 that triggers discontinuous phase transitions from individual to collective behavior in community-based organizations.

DATASET: - 1,225 community-based organizations from 24 countries (primary discovery)- 142,100 households tracked over 52 years (1972-2024)  - Quarterly trust measurements for 79 organizations- Global validation across ALL 217 countries using World Bank Governance Indicators and World Values Survey data

UNIVERSAL VALIDATION:- Threshold validated across all 217 countries globally- Remains constant across cultures, continents, and time periods- Robust to controls for cultural dimensions (Hofstede), ethnic fractionalization (Alesina), legal origins (La Porta), democracy indices (Freedom House, Polity V), and colonial history (CEPII)- Continental estimates all within 1.5% of global mean (Africa: 0.676, Asia: 0.681, Latin America: 0.673, Europe: 0.685, North America: 0.678, Oceania: 0.682)- Only Norway among all 217 nations exceeds τ* = 0.68 at national level

PHASE TRANSITION EVIDENCE:- 5.1 percentage point discontinuous jump in retention at threshold- 23.2% increase in voluntary contributions above τ* = 0.68- Treatment effectiveness: 44% of treated organizations crossed threshold vs 25.9% control

REPOSITORY CONTENTS:- 00_RAW_DATA: Original datasets including control variables for 217 countries- 01_PRIMARY_DATA: 1,225 organizations dataset- 02_TRUST_METRICS: Detailed trust measurements for 79 organizations- 03_ANALYSIS_RESULTS: Phase transition and threshold analyses- 04_TABLES: Paper tables- 10_SUPPLEMENTARY: Additional materials including 217-country validation

This discovery reveals a fundamental mathematical law governing human cooperation at community scale (50-5,000 members), validated globally across all 217 countries. The threshold represents a universal constant in social physics, analogous to critical points in physical phase transitions.
DOI: 10.15468/dl.d9begz
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008440-250920141307145/datasets/export for details.
DOI: 10.15468/dl.a74szf
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solidago gigantea",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008441-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17182741
title: Activation and deactivation maps of the Po River (Italy), spanning 2017 to 2024

description: This repository contains the data used in the analyses of the peer-reviewed article:Beyond water: mapping sediment bars to enhance satellite monitoring of river dynamics.

Tha data consists of two geotifs representing sustained areas of activation and deactivation along the Po River spanning 2017 to 2024. Each pixel is denoted by a number, ranging from 1 to 7, indicating the age of activation/deactivation, i.e., the duration of the sustained change. 

Activated an deactivated areas map clusters of sustained changes that are retained after the application of two filters, one based on the size of the area (greater or equal to the 75° percentile of size distribution) and the other one on the temporal sequence of ages in each cluster (at least 4 years).
DOI: 10.5281/zenodo.17182742
title: Activation and deactivation maps of the Po River (Italy), spanning 2017 to 2024

description: This repository contains the data used in the analyses of the peer-reviewed article:Beyond water: mapping sediment bars to enhance satellite monitoring of river dynamics.

Tha data consists of two geotifs representing sustained areas of activation and deactivation along the Po River spanning 2017 to 2024. Each pixel is denoted by a number, ranging from 1 to 7, indicating the age of activation/deactivation, i.e., the duration of the sustained change. 

Activated an deactivated areas map clusters of sustained changes that are retained after the application of two filters, one based on the size of the area (greater or equal to the 75° percentile of size distribution) and the other one on the temporal sequence of ages in each cluster (at least 4 years).
DOI: 10.5281/zenodo.17183424
title: mea's implementation
DOI: 10.5281/zenodo.17183425
title: mea's implementation
DOI: 10.15468/dl.n2nw8x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solidago gigantea",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008442-250920141307145/datasets/export for details.
DOI: 10.15468/dl.fmrn5q
title: Occurrence Download

description: A dataset containing 7437 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratitis capitata"
 ]
}

 The dataset includes 7437 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008443-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8gvua
title: Occurrence Download

description: A dataset containing 572 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea anisomeres B.L.Rob. & Bartlett"
 ]
}

 The dataset includes 572 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066076-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qrfpd
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-65.40004 -25.16317,-67.27974 -25.81576,-68.39516 -28.60756,-67.25908 -29.31241,-65.13151 -29.42042,-63.64427 -27.49559,-63.60296 -26.13144,-64.18133 -25.21925,-65.40004 -25.16317))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ligustrum lucidum W.T.Aiton"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066077-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbbx5p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Frustulia crassinervia (Brébisson) Lange-Bertalot & Krammer, 1996",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066078-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15724814
title: The observational data of radar
DOI: 10.5281/zenodo.15724815
title: The observational data of radar
DOI: 10.15468/dl.tjw4jc
title: Occurrence Download

description: A dataset containing 57384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Columba arquatrix Temminck, 1808",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 57384 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066069-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62nszb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Frustulia crassinervia (Brébisson) Lange-Bertalot & Krammer, 1996",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066079-250525065834625/datasets/export for details.
DOI: 10.15468/dl.uuyx6c
title: Occurrence Download

description: A dataset containing 15430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.91581 20.61329,-99.53915 20.61329,-99.53915 20.93293,-99.91581 20.93293,-99.91581 20.61329))",
 "HasGeospatialIssue is false",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 15430 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066080-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.597u9h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Frustulia crassinervia (Brébisson) Lange-Bertalot & Krammer, 1996",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066081-250525065834625/datasets/export for details.
DOI: 10.15468/dl.3pssq3
title: Occurrence Download

description: A dataset containing 2060 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Columba bollii Godman, 1872",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 2060 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066082-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kc9juw
title: Occurrence Download

description: A dataset containing 1265 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bursera glabrifolia (Kunth) Engl."
 ]
}

 The dataset includes 1265 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066083-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtkvds
title: Occurrence Download

description: A dataset listing the 1141 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-89.36469 48.5275,-89.04595 48.5275,-89.04595 48.71825,-89.36469 48.71825,-89.36469 48.5275))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 1141 records were derived from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066071-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.