cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/pbm7-y493
title: Xianglong Cave speleothem dataset

description: Raw data for the Xianglong Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.qtwvs3
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((31.80346 30.91078,32.32338 30.91078,32.32338 31.53647,31.80346 31.53647,31.80346 30.91078))",
 "OccurrenceStatus is Present",
 "TaxonKey is Tachybaptus ruficollis",
 "Year 1980-2017"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012777-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/9vaa-eb22
title: Jhumar Cave speleothem dataset

description: Raw data for the Jhumar Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/bsv4-2235
title: Mairs Cave speleothem dataset

description: Raw data for the Mairs Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.yvuc2f
title: Occurrence Download

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

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012778-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/vd62-ms68
title: Zhangjia Cave speleothem dataset

description: Raw data for the Zhangjia Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.e9cg9z
title: Occurrence Download

description: A dataset containing 17898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mustela vison",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17898 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012779-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzce2w
title: Occurrence Download

description: A dataset containing 7715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mustela vison",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7715 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012780-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/2v2w-0v62
title: Han-Sur-Lesse Cave speleothem dataset

description: Raw data for the Han-Sur-Lesse Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/2073-ma89
title: Mawmluh Cave speleothem dataset

description: Raw data for the Mawmluh Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.qr5xf2
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((31.80346 30.91078,32.32338 30.91078,32.32338 31.53647,31.80346 31.53647,31.80346 30.91078))",
 "OccurrenceStatus is Present",
 "TaxonKey is Tachybaptus ruficollis",
 "Year 1980-2017"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012781-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ma8449
title: Occurrence Download

description: A dataset containing 56602 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Eschscholzia californica",
 "Continent is North America",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 56602 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012762-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npfwvs
title: Occurrence Download

description: A dataset containing 1653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mustela vison",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1653 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012782-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18158314
title: Transit Reliability Improvement and Performance System (TRIPS) Stage 1 Final Data Set

description: The Santa Clara Valley Transportation Authority (VTA) was awarded $1,692,328 through the FY 2022 Strengthening Mobility and Revolutionizing Transportation (SMART) Stage 1 Program to implement a multi-jurisdictional, centralized Transit Signal Priority (TSP) system across Santa Clara County. This initiative, known as the Transit Reliability Improvement and Performance System (TRIPS), leverages the awarded funds to develop a Systems Engineering Management Plan (SEMP) and a Concept of Operations (ConOps). Together, these documents establish the foundational framework for how the centralized TSP system will function across multiple jurisdictions. 

This dataset contains the SEMP, which is included in the Final Implementation Report in the appendix, and defines how the centralized TSP system will be planned, executed, monitored, and controlled throughout the project lifecycle. ConOps describes how the system will be used from an operational perspective. And the travel time data from Route 57 to support system evaluation.
DOI: 10.5281/zenodo.18158315
title: Transit Reliability Improvement and Performance System (TRIPS) Stage 1 Final Data Set

description: The Santa Clara Valley Transportation Authority (VTA) was awarded $1,692,328 through the FY 2022 Strengthening Mobility and Revolutionizing Transportation (SMART) Stage 1 Program to implement a multi-jurisdictional, centralized Transit Signal Priority (TSP) system across Santa Clara County. This initiative, known as the Transit Reliability Improvement and Performance System (TRIPS), leverages the awarded funds to develop a Systems Engineering Management Plan (SEMP) and a Concept of Operations (ConOps). Together, these documents establish the foundational framework for how the centralized TSP system will function across multiple jurisdictions. 

This dataset contains the SEMP, which is included in the Final Implementation Report in the appendix, and defines how the centralized TSP system will be planned, executed, monitored, and controlled throughout the project lifecycle. ConOps describes how the system will be used from an operational perspective. And the travel time data from Route 57 to support system evaluation.
DOI: 10.15468/dl.jb5hva
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mustela vison",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 197 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012783-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngzmw8
title: Occurrence Download

description: A dataset containing 24769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mustela vison",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24769 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012784-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18022334
title: DOT SMART Grant MHA Nation Drone Project: Planning and Protocol Development
DOI: 10.15468/dl.3vqnbd
title: Occurrence Download

description: A dataset containing 2494 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Diaperia verna",
 "Continent is North America",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2494 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012785-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/g286rfpyk6
title: Stratigraphic control on Co mineralization heterogeneity in sediment-hosted stratiform Cu-Co deposits: Evidence from the Kamoya Cu-Co deposit, Democratic Republic of Congo (DRC)

description: Major element, trace element, S and Fe isotope data of the Kamoya deposit
DOI: 10.17632/g286rfpyk6.1
title: Stratigraphic control on Co mineralization heterogeneity in sediment-hosted stratiform Cu-Co deposits: Evidence from the Kamoya Cu-Co deposit, Democratic Republic of Congo (DRC)

description: Major element, trace element, S and Fe isotope data of the Kamoya deposit
DOI: 10.17632/x5vpz9993c
title: Dataset for the Multiple Trip Aircraft Refueling Problem

description: This dataset provides all benchmark instances used in the article “The Multiple Trip Aircraft Refueling Problem: MILP Modeling and
a Hybrid Metaheuristic Approach”, enabling the complete replication of the computational experiments reported in the article. It consists of a test instance set with five small to medium-sized instances, a set with fifteen small and medium-sized instances relating to aircraft parked in a straight line, and another with fourteen instances, also small and medium-sized, relating to aircraft not parked in a straight line. All data is available in plain text and Excel formats to facilitate analysis.
DOI: 10.17632/x5vpz9993c.3
title: Dataset for the Multiple Trip Aircraft Refueling Problem

description: This dataset provides all benchmark instances used in the article “The Multiple Trip Aircraft Refueling Problem: MILP Modeling and
a Hybrid Metaheuristic Approach”, enabling the complete replication of the computational experiments reported in the article. It consists of a test instance set with five small to medium-sized instances, a set with fifteen small and medium-sized instances relating to aircraft parked in a straight line, and another with fourteen instances, also small and medium-sized, relating to aircraft not parked in a straight line. All data is available in plain text and Excel formats to facilitate analysis.
DOI: 10.82144/4f7bb20e
title: Happywhale - Amazon river dolphin in South Pacific Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.15468/dl.j7hzcy
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Machine Observation, Observation, Material sample, Material citation, Fossil, Living Specimen, Occurrence evidence)",
 "Geometry POLYGON((31.80346 30.91078,32.32338 30.91078,32.32338 31.53647,31.80346 31.53647,31.80346 30.91078))",
 "OccurrenceStatus is Present",
 "TaxonKey is Tachybaptus ruficollis",
 "Year 2017-2026"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012787-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygdppp
title: Occurrence Download

description: A dataset containing 10568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Theridiidae"
 ]
}

 The dataset includes 10568 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012788-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4awsr4
title: Occurrence Download

description: A dataset containing 2758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myocastor coypus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2758 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012789-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2y568rt76w.1
title: A field boundary dataset for the Canadian Prairies derived from Sentinel-2 imagery using the Segment Anything Model

description: Content:
 This dataset contains delineated agricultural field boundary polygons for the Canadian Prairies covering Alberta, Saskatchewan, and Manitoba. The field boundaries were derived from automated image segmentation applied to satellite imagery and represent individual crop field extents across agricultural regions. Each polygon includes geometric properties and identifiers that link to spatial regions (RMs). The dataset comprises 457 shapefiles encompassing 656,082 field polygons across the three provinces, providing a comprehensive geospatial representation of agricultural land parcels suitable for agricultural monitoring, land management, and regional analysis applications.

Location:
 The data were collected across the Canadian Prairies, including Alberta, Saskatchewan, and Manitoba, covering major agricultural regions between approximately 49°–55° N latitude and 96°–114° W longitude. The processed dataset is stored and maintained at the authors’ institutional affiliation. 

Structure :
 The dataset is organized as a structured repository containing vector shapefiles representing agricultural field boundaries across the Canadian Prairies. The repository consists of the following hierarchy:
 /Field Boundaries/
 ├── /Alberta/ (field boundary shapefiles for Alberta)
 ├── /Saskatchewan/ (field boundary shapefiles for Saskatchewan)
 └── /Manitoba/ (field boundary shapefiles for Manitoba)
 /Metadata/ (metadata files describing the dataset)
 
 Each field boundary shapefile contains polygon geometries in ESRI Shapefile format with standard geometry files (.shp, .shx, .dbf, .prj) and is projected in a consistent coordinate reference system suitable for regional-scale analysis. The shapefiles represent delineated field boundaries derived from automated image segmentation.

Format:
 Field boundary polygons are provided in ESRI Shapefile format with associated geometry files and projection information. Attribute tables are standardized across all shapefiles to include unique field identifiers and basic geometric properties (e.g., area and perimeter). Attribute values are numeric or categorical and are consistent across all files to facilitate integration with other geospatial datasets. 

How To Access: 
 All scripts used for image preprocessing, segmentation, post-processing, dataset assembly, and GEE App development are publicly available in the associated GitHub repository: https://github.com/thuanhavan/CSA_Field_Boundary_Segmentation
DOI: 10.15468/dl.ds3c2m
title: Occurrence Download

description: A dataset containing 4066 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Streptanthus lasiophyllus",
 "Continent is North America",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4066 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012790-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18261812
title: Thermodynamic Attraction and Kinetic Torque: Empirical Evidence of  Negentropy and Directional Force Gradients in Non-Isolated Systems

description: The Second Law of Thermodynamics postulates that entropy in an isolated system tends toincrease, associating heat transfer with dispersion and molecular disorder. In open systems,structures may emerge, but they are typically described as dissipative. However, standardphysics asserts that in the absence of mechanical pumps, fluids on an incline must flow downward(Gravity) or from hot to cold regions (Marangoni Effect) .This paper challenges the completeness of these laws. We hypothesize that Heat is anAttractive Force. In this model, the movement of a fluid is a vector sum of GravitationalPull (Down) vs. Thermal Attraction (Up). We present distinct experimental cases (VideosS1–S6) demonstrating that when the thermal gradient (∇T) is sufficiently high, the ThermalForce overcomes conservative fields, generating spontaneous order and mechanical work againstgravity.
DOI: 10.5281/zenodo.18262704
title: Thermodynamic Attraction and Kinetic Torque: Empirical Evidence of  Negentropy and Directional Force Gradients in Non-Isolated Systems

description: The Second Law of Thermodynamics postulates that entropy in an isolated system tends toincrease, associating heat transfer with dispersion and molecular disorder. In open systems,structures may emerge, but they are typically described as dissipative. However, standardphysics asserts that in the absence of mechanical pumps, fluids on an incline must flow downward(Gravity) or from hot to cold regions (Marangoni Effect) .This paper challenges the completeness of these laws. We hypothesize that Heat is anAttractive Force. In this model, the movement of a fluid is a vector sum of GravitationalPull (Down) vs. Thermal Attraction (Up). We present distinct experimental cases (VideosS1–S6) demonstrating that when the thermal gradient (∇T) is sufficiently high, the ThermalForce overcomes conservative fields, generating spontaneous order and mechanical work againstgravity.
DOI: 10.15468/dl.g9uf3f
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontesthes bonariensis",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 142 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012791-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6586t
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontesthes bonariensis",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 106 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012792-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kgpdk
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Machine Observation, Observation, Material sample, Material citation, Fossil, Living Specimen, Occurrence evidence)",
 "Geometry POLYGON((31.80346 30.91078,32.32338 30.91078,32.32338 31.53647,31.80346 31.53647,31.80346 30.91078))",
 "OccurrenceStatus is Present",
 "TaxonKey is Tachybaptus ruficollis",
 "Year 2017-2026"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012793-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6r6egs
title: Occurrence Download

description: A dataset containing 71794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ictinaetus malayensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 71794 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012761-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.senfq8
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Selenicereus minutiflorus"
 ]
}

 The dataset includes 82 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012794-260108223611665/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/14511772
title: Peer-to-Peer Boliviano (BOB) Exchange Data