cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dm6sjd
title: Occurrence Download

description: A dataset containing 11909604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11909604 records from 2192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065551-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjqchd
title: Occurrence Download

description: A dataset containing 173151 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((99.39439 -0.9367197, 102.2732 -0.9367197, 102.2732 2.308565, 99.39439 2.308565, 99.39439 -0.9367197))"
 ]
}

 The dataset includes 173151 records from 369 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013897-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dfpwf
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Macrotermes Holmgren, 1909"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013905-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npbsuw
title: Occurrence Download

description: A dataset containing 2951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coccyzus minor (Gmelin, 1788)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year is greater than or equal to 1810",
 "Year is less than or equal to 2019",
 "Month is greater than or equal to April",
 "Month is less than or equal to September",
 "EventDate is not null",
 "Country is United States of America",
 "Geometry POLYGON((-63 22, -63 51, -126 51, -126 22, -63 22))"
 ]
}

 The dataset includes 2951 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013903-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.quqm5p
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stauntonia brunoniana",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 10 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008907-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zws3b9
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Burnettia cuneata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 194 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008908-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uucpe
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Farlowella acus"
 ]
}

 The dataset includes 125 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008909-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5kg2e
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kielmeyera regalis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 303 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008911-260208012135463/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.31316371
title: Paleo-Pacific Plate Reorientation Driving Early Cretaceous Micro-block Rotation in Eastern North China

description: paleomagnetic data provided by the Pulandian Formation sedimentary rocks in the Wafangdian Basin
DOI: 10.6084/m9.figshare.31316371.v1
title: Paleo-Pacific Plate Reorientation Driving Early Cretaceous Micro-block Rotation in Eastern North China

description: paleomagnetic data provided by the Pulandian Formation sedimentary rocks in the Wafangdian Basin
DOI: 10.15468/dl.qg5583
title: Occurrence Download

description: A dataset containing 42336 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquila adalberti"
 ]
}

 The dataset includes 42336 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008910-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18611894
title: MARKAZIY OSIYODA BARQAROR TURIZM VA BARQAROR RIVOJLANISH TENDENSIYALARI

description: Ushbu maqolada Markaziy Osiyo, xususan O‘zbekiston sharoitida barqaror turizm va barqaror rivojlanish o‘rtasidagi o‘zaro bog‘liqlikni tahlil qilingan. Maqolada ilmiy adabiyotlar, normativ-huquqiy hujjatlar va statistik ma’lumotlar asosida O‘zbekistondagi turizmning hozirgi holati va rivojlanish istiqbollari yoritiladi. Barqaror turizmning iqtisodiy, ekologik va ijtimoiy komponentlari tahlil qilinib, mahalliy jamoalarning ishtiroki, ekologik xavfsizlik va hududiy barqarorlik masalalari ko‘rib chiqiladi.
DOI: 10.5281/zenodo.18611895
title: MARKAZIY OSIYODA BARQAROR TURIZM VA BARQAROR RIVOJLANISH TENDENSIYALARI

description: Ushbu maqolada Markaziy Osiyo, xususan O‘zbekiston sharoitida barqaror turizm va barqaror rivojlanish o‘rtasidagi o‘zaro bog‘liqlikni tahlil qilingan. Maqolada ilmiy adabiyotlar, normativ-huquqiy hujjatlar va statistik ma’lumotlar asosida O‘zbekistondagi turizmning hozirgi holati va rivojlanish istiqbollari yoritiladi. Barqaror turizmning iqtisodiy, ekologik va ijtimoiy komponentlari tahlil qilinib, mahalliy jamoalarning ishtiroki, ekologik xavfsizlik va hududiy barqarorlik masalalari ko‘rib chiqiladi.
DOI: 10.5066/f76w9896
title: Data from Theodolite Measurements of Creep Rates on San Francisco Bay Region Faults, California (ver. 2.2, July 2023)

description: Note: this data release has been superseded by version 3.0, available here: https://doi.org/10.5066/P17YBOAC.

The data comprise an archive of repeated surveyed measurements to monitor surface fault creep (a form of gradual tectonic movement) occurring along active faults in the San Francisco Bay region for use by the scientific research community. Additional description of these data and the methods used to collect them is provided at: https://pubs.usgs.gov/of/2009/1119/. The primary data are angle measurements surveyed using an electronic theodolite on about ninety alignment arrays that cross the region's major faults, which enables detection of any significant rate changes over time from long-term rates of aseismic fault displacement. These primary measurement data, and resulting long-term average creep rates of each site, are updated annually at most sites.
DOI: 10.15468/dl.tsne4p
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corydoras geryi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008912-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17343870
title: Under the Hood of Mobile Roaming: IPX Latency Dataset

description: This dataset contains GTP (GPRS Tunneling Protocol) echo request-response pairs used to investigate Round Trip Time (RTT) across the global IPX network from the perspective of one Mobile Netwoork Aggregator (MNA) from three different countries. The dataset is associated with the paper Under the Hood of Mobile Roaming: Measuring IPX Network Latency on a Global Scale published at IEEE International Conference on Communications (ICC) 2026.
DOI: 10.5281/zenodo.17343869
title: Under the Hood of Mobile Roaming: IPX Latency Dataset

description: This dataset contains GTP (GPRS Tunneling Protocol) echo request-response pairs used to investigate Round Trip Time (RTT) across the global IPX network from the perspective of one Mobile Netwoork Aggregator (MNA) from three different countries. The dataset is associated with the paper Under the Hood of Mobile Roaming: Measuring IPX Network Latency on a Global Scale published at IEEE International Conference on Communications (ICC) 2026.
DOI: 10.17632/vkpxw7r24b
title: Radon at home

description: The increase in the incidence of lung cancer among non-smoking individuals is triggering research to explore other potential contributing factors. Radon has been identified as a cause of respiratory disease and lung cancer in workers. An in-depth study is necessary to assess the impact of this gas, which displays highly heterogeneous behaviour. This research should be conducted in private homes and working places, involving society using basic and low-cost equipment. Perception of risk related to high radon concentration at home is not as clear as for other more visible hazards and stablishing an easy protocol to improve the environmental protection and the sustainable development is suggested. In addition, transfer of knowledge to the society is recommended to involve the public in the solution. For instance, graphs illustrating the varying behaviour of radon under different conditions could be used. This study has used basic equipment in an inhabited family house, registering variations in radon levels associated with changes in weather conditions. The results obtained are inconsistent with previously published data related to geological materials where the house is emplaced and the influence of weather changes. Major highlights of the research are:
• High concentrations of indoor radon may be one cause of the increase of lung cancer in non-smokers.
• Decrease in indoor radon was observed during big storms, contradicting published results.
• Geological materials may not be the only responsible of high levels of radon.
• Low-cost equipment can be use to involve the society in the study of indoor radon, increasing their perception of this risk.
DOI: 10.17632/vkpxw7r24b.1
title: Radon at home

description: The increase in the incidence of lung cancer among non-smoking individuals is triggering research to explore other potential contributing factors. Radon has been identified as a cause of respiratory disease and lung cancer in workers. An in-depth study is necessary to assess the impact of this gas, which displays highly heterogeneous behaviour. This research should be conducted in private homes and working places, involving society using basic and low-cost equipment. Perception of risk related to high radon concentration at home is not as clear as for other more visible hazards and stablishing an easy protocol to improve the environmental protection and the sustainable development is suggested. In addition, transfer of knowledge to the society is recommended to involve the public in the solution. For instance, graphs illustrating the varying behaviour of radon under different conditions could be used. This study has used basic equipment in an inhabited family house, registering variations in radon levels associated with changes in weather conditions. The results obtained are inconsistent with previously published data related to geological materials where the house is emplaced and the influence of weather changes. Major highlights of the research are:
• High concentrations of indoor radon may be one cause of the increase of lung cancer in non-smokers.
• Decrease in indoor radon was observed during big storms, contradicting published results.
• Geological materials may not be the only responsible of high levels of radon.
• Low-cost equipment can be use to involve the society in the study of indoor radon, increasing their perception of this risk.
DOI: 10.15468/dl.xv73bq
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sumbaviopsis albicans",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 153 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008914-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/k55w-7a04
title: World Radio Coverage of Climate Change or Global Warming, 2004-2026

description: The Media and Climate Change Observatory Data monitors 74 sources (across newspapers, radio and TV) in 38 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://sciencepolicy.colorado.edu/icecaps/research/media_coverage/index.html. These data include Excel (.xlsx), CSV (.csv), and plain-text README files (.txt).
DOI: 10.15468/dl.5dfj23
title: Occurrence Download

description: A dataset containing 5333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Bouteloua hirsuta"
 ]
}

 The dataset includes 5333 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008917-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmxpe4
title: Occurrence Download

description: A dataset containing 944 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anaecypris hispanica"
 ]
}

 The dataset includes 944 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008915-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/396392930a8a1dfcb5ff1ee3d5cae792
title: PBG04 Reproductive effort of Big Bluestem, Indiangrass and Little Bluestem in the Patch-Burn Grazing Experiment at Konza Prairie

description: 'PBG' datasets are associated with a long-term, large-scale study that is addressing the effects of fire-grazing interactions in the context of a Patch-Burn Grazing management system designed to promote grassland heterogeneity. Effects of patch-burn grazing management on plant and animal diversity and the nature and variety of wildlife habitat are being assessed in two replicate management units, each consisting of three pastures (watersheds) designated C03A/C03B/C03C and C3SA/C3SB/C3SC. In each patch-burn grazing unit, one watershed is burned and two that are left unburned in a given year. The burning treatments are rotated annually so that each pasture is burned every third year. Each patch-burn grazing unit is paired with an annually-burned pasture for comparison with traditional grazing systems (C01A and C1SB). All grazing units are stocked with cow/calf pairs from approximately 1 May until 1 Oct at a stocking density equal to 3.2 ha per cow/calf. To examine the impact of patch burning and grazing in all 8 units, we monitor changes in plant species composition, residual biomass, grassland bird populations, insect populations, small mammal populations, soil nutrients, and stream water quality1 (1C3SA/C3SB/C3SC unit only). The KSU Department of Animal Science monitors cattle performance, including weight gain and body condition to assess the economic feasibility of using patch-burn management on a widespread basis. PBG041 includes data on flowering stem height (m) of three dominant prairie grasses: Andropogon gerardii (ANGE), Sorghastrum nutans (SONU), and Schizachyrium scoparium (ANSC). PBG042 includes flowering stem density (no. per sq. m) and mass (grams per sq. m) for the same grass species.
DOI: 10.15468/dl.j7jbfn
title: Occurrence Download

description: A dataset containing 422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caladenia gemmata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 422 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008916-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/thczvtw68x
title: DI2XAI: Dashboard for Intelligent Investment with eXplainable AI

description: This dataset includes the Python source code and the MySQL code of DI2XAI (a Dashboard for Intelligent Investment with eXplainable AI) for creating the database and run the simulator over historic data of real stock data downloaded from Yahoo Finance and included in Cache to not overpass Yahoo Finance limits.
The dashboard has a two-fold objective. Firstly, practitioners, investors or traders can learn by testing their trading strategies based on some existing indicators and other novel indicators provided by the simulator. They can directly operate with a user interface or program the strategy by extending NPC (Non-player Carachter) class and implementing the appropriate methods to automate the strategy. Then they can test their strategy in real historic data in different random time intervals and assess their profitability in a fast way.
Secondly, DI2XAI is also used as a backtesting simulation environment to compare different trading strategies by running competitions of different trading strategies in a representative number of different historic data.
DI2XAI was designed with the purpose of integrating eXplainable AI (XAI) in the human loop of learning and testing strategies. Initially, it included the possibility of explaining some basic machine learning (ML) based strategies by plotting different Shapley Additive Explanations (SHAP) plots such as barplot or beeswarm and other charts as confusion matrices.
Currently, we are using DI2XAI for the application of novel XAI methods such as the definition of interpretable time-series decomposition in the estimation of different investor role types, for which we have a scientific article under evaluation.
The main architecture, purpose and usage of DIXAI was originally described in the available article about DI2XAI (for now in available preprint version) included in the links.
Anyone can use DI2XAI for backtesting of investment or trading strategies. We thank that researchers and practitioners cite any of our related articles and this dataset when using DI2XAI for their research or activity.
DOI: 10.17632/thczvtw68x.1
title: DI2XAI: Dashboard for Intelligent Investment with eXplainable AI

description: This dataset includes the Python source code and the MySQL code of DI2XAI (a Dashboard for Intelligent Investment with eXplainable AI) for creating the database and run the simulator over historic data of real stock data downloaded from Yahoo Finance and included in Cache to not overpass Yahoo Finance limits.
The dashboard has a two-fold objective. Firstly, practitioners, investors or traders can learn by testing their trading strategies based on some existing indicators and other novel indicators provided by the simulator. They can directly operate with a user interface or program the strategy by extending NPC (Non-player Carachter) class and implementing the appropriate methods to automate the strategy. Then they can test their strategy in real historic data in different random time intervals and assess their profitability in a fast way.
Secondly, DI2XAI is also used as a backtesting simulation environment to compare different trading strategies by running competitions of different trading strategies in a representative number of different historic data.
DI2XAI was designed with the purpose of integrating eXplainable AI (XAI) in the human loop of learning and testing strategies. Initially, it included the possibility of explaining some basic machine learning (ML) based strategies by plotting different Shapley Additive Explanations (SHAP) plots such as barplot or beeswarm and other charts as confusion matrices.
Currently, we are using DI2XAI for the application of novel XAI methods such as the definition of interpretable time-series decomposition in the estimation of different investor role types, for which we have a scientific article under evaluation.
The main architecture, purpose and usage of DIXAI was originally described in the available article about DI2XAI (for now in available preprint version) included in the links.
Anyone can use DI2XAI for backtesting of investment or trading strategies. We thank that researchers and practitioners cite any of our related articles and this dataset when using DI2XAI for their research or activity.
DOI: 10.15468/dl.wbfqy2
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pavonia viscosa",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 229 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008918-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ajh8ek
title: Repository Data for: "Elabela Concentrations in Kidney Transplant Recipients and Patients on Haemodialysis: A Cross-Sectional Comparative Analysis".

description: Public repository of main data from the dataset used for the manuscript: "Elabela Concentrations in Kidney Transplant Recipients and Patients on Haemodialysis: A Cross-Sectional Comparative Analysis".
description: The data have been anonymised.
DOI: 10.15468/dl.h2rd9d
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corydoras gomezi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008919-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.