cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25399/unisadata.30704381
title: Data sets on thermophysical characteristics of natural rocks for thermal energy storage

description: Description of data<br>Data on thermophysical properties of natural rocks is important when selecting suitable solid state sensible thermal energy storage materials. In this study the following parameters were considered:<br>-Thermal stability of rock samples provides critical information on determining suitable temperature ranges within which, rocks are thermally stable to efficiently store and release heat. <br>-Specific heat capacity and Density of rocks are important on determining thermal storage capacity and energy density of the rock bed-thermal energy storage systems<br>-Thermal diffusivity are essential on thermal performance of thermal energy storage systems since it affects rate of thermal charging and discharging of TES systems.<br><br>Materials, methods and findings<br>Nine natural stones (basalt BA1 and BA2, dolerite DO1 and DO2, gabbro, granite, rhyolite, gneiss and quartzite) were mapped and collected. Measurement methods used and obtained results are summarised below:<br><br>Specific heat capacity<br>A differential scanning calorimetry apparatus was used for experimental determination of specific heat capacity of the natural rock samples. Rock samples in powdered form were heated from room temperature up to 300˚C. Recorded heat flow values during heating cycles were used to obtain values of specific heat capacity. Obtained data revealed that, specific heat capacity of studied natural rocks is significantly dependent on temperature of the measured sample. The data indicated that, values of specific heat capacity ranges from 767 to 861 J/kgK and between 942 and 1090 J/kgK at temperatures 25 ℃ and 250 ℃ respectively.<br><br>Thermal stability<br>Experimental measurements were done using Thermogravimetric analyser (TGA). Samples in powdered form were heated from room temperature to 700˚C while monitoring and measuring weight losses of the rock samples. TGA data has shown that, there are insignificant losses of weight for all the rock samples, within the temperature range. All the rock samples exhibited percentage weight losses which are less than 5% and these observed results indicate that all studied samples are thermally stable to be used for heat storage in this temperature range.<br><br>Density<br>Mass and volume of the rock samples in their natural form were measured and used to calculate the bulk wet density of the rock samples. The obtained values ranged from 2.500 to 3.001 g/cm3 with, basalt, gabbro and dolerite samples showing the highest values as compared to other samples.<br><br>Thermal diffusivity<br>Data on thermal diffusivity was generated from numerical calculations using measured values of density and specific heat capacity and literature data for thermal conductivity. The results show that diffusivity of all rock samples generally decreases as the temperature increases and this implies that, thermal efficiency of rocks reduces when charging or discharging them at higher operating temperatures.
DOI: 10.25399/unisadata.30704381.v1
title: Data sets on thermophysical characteristics of natural rocks for thermal energy storage

description: Description of data<br>Data on thermophysical properties of natural rocks is important when selecting suitable solid state sensible thermal energy storage materials. In this study the following parameters were considered:<br>-Thermal stability of rock samples provides critical information on determining suitable temperature ranges within which, rocks are thermally stable to efficiently store and release heat. <br>-Specific heat capacity and Density of rocks are important on determining thermal storage capacity and energy density of the rock bed-thermal energy storage systems<br>-Thermal diffusivity are essential on thermal performance of thermal energy storage systems since it affects rate of thermal charging and discharging of TES systems.<br><br>Materials, methods and findings<br>Nine natural stones (basalt BA1 and BA2, dolerite DO1 and DO2, gabbro, granite, rhyolite, gneiss and quartzite) were mapped and collected. Measurement methods used and obtained results are summarised below:<br><br>Specific heat capacity<br>A differential scanning calorimetry apparatus was used for experimental determination of specific heat capacity of the natural rock samples. Rock samples in powdered form were heated from room temperature up to 300˚C. Recorded heat flow values during heating cycles were used to obtain values of specific heat capacity. Obtained data revealed that, specific heat capacity of studied natural rocks is significantly dependent on temperature of the measured sample. The data indicated that, values of specific heat capacity ranges from 767 to 861 J/kgK and between 942 and 1090 J/kgK at temperatures 25 ℃ and 250 ℃ respectively.<br><br>Thermal stability<br>Experimental measurements were done using Thermogravimetric analyser (TGA). Samples in powdered form were heated from room temperature to 700˚C while monitoring and measuring weight losses of the rock samples. TGA data has shown that, there are insignificant losses of weight for all the rock samples, within the temperature range. All the rock samples exhibited percentage weight losses which are less than 5% and these observed results indicate that all studied samples are thermally stable to be used for heat storage in this temperature range.<br><br>Density<br>Mass and volume of the rock samples in their natural form were measured and used to calculate the bulk wet density of the rock samples. The obtained values ranged from 2.500 to 3.001 g/cm3 with, basalt, gabbro and dolerite samples showing the highest values as compared to other samples.<br><br>Thermal diffusivity<br>Data on thermal diffusivity was generated from numerical calculations using measured values of density and specific heat capacity and literature data for thermal conductivity. The results show that diffusivity of all rock samples generally decreases as the temperature increases and this implies that, thermal efficiency of rocks reduces when charging or discharging them at higher operating temperatures.
DOI: 10.25451/flinders.30244060
title: Rotational grazing supports coexistence of the endangered pygmy bluetongue and livestock on a productive agricultural property

description: 1. Agricultural grasslands have the potential to complement conservation initiatives whilst maintaining productivity. A shift from set-stock continuous grazing to rotational grazing has the capacity to improve ecosystem function to support both biodiversity and livestock production.2. Using a “before” and “after” comparative design, we assessed the responses of endangered pygmy bluetongue lizards and vegetation structure to set-stock, rotational, and grazing exclusion on a landscape-scale. To implement our design, we erected new fence lines to divide an existing set-stock paddock to become rotationally grazed while the landowner managed stock levels conducive to productivity.3. We found vegetation cover increased in grazing exclusion and experimental grazing areas and lizards responded positively to this increase.4. The implementation of rotational grazing was beneficial for lizards. The increase in vegetation cover will likely also be conducive for livestock productivity. Our study demonstrates there are potential mutual benefits, economically and ecologically, for landowners and conservationists to implement rotational grazing.
DOI: 10.25451/flinders.30244060.v1
title: Rotational grazing supports coexistence of the endangered pygmy bluetongue and livestock on a productive agricultural property

description: 1. Agricultural grasslands have the potential to complement conservation initiatives whilst maintaining productivity. A shift from set-stock continuous grazing to rotational grazing has the capacity to improve ecosystem function to support both biodiversity and livestock production.2. Using a “before” and “after” comparative design, we assessed the responses of endangered pygmy bluetongue lizards and vegetation structure to set-stock, rotational, and grazing exclusion on a landscape-scale. To implement our design, we erected new fence lines to divide an existing set-stock paddock to become rotationally grazed while the landowner managed stock levels conducive to productivity.3. We found vegetation cover increased in grazing exclusion and experimental grazing areas and lizards responded positively to this increase.4. The implementation of rotational grazing was beneficial for lizards. The increase in vegetation cover will likely also be conducive for livestock productivity. Our study demonstrates there are potential mutual benefits, economically and ecologically, for landowners and conservationists to implement rotational grazing.
DOI: 10.5281/zenodo.17707872
title: CCC-GPU supplementary files

description: In this Zenodo archive, we provide the supplementary data for the manuscript of our software CCC-GPU, including:





the CCC values for all gene pairs of GTEx v8 whole blood (other tissues are omitted since the total file size is too large, but they can be easily computed using the code in the GitHub repository: https://github.com/pivlab/ccc-gpu/tree/main/analysis),




the threshold tables for top and bottom genes using the 30% threshold (coef_thresholds.zip) and the permutation-based thresholds (see the manuscript for an explanation about these thresholds).




the correlation results of top 100 gene pairs per category with GTEx v8 metadata.
DOI: 10.5281/zenodo.17156519
title: CCC-GPU supplementary files

description: In this Zenodo archive, we provide the supplementary data for the manuscript of our software CCC-GPU, including:





the CCC values for all gene pairs of GTEx v8 whole blood (other tissues are omitted since the total file size is too large, but they can be easily computed using the code in the GitHub repository: https://github.com/pivlab/ccc-gpu/tree/main/analysis),




the threshold tables for top and bottom genes using the 30% threshold (coef_thresholds.zip) and the permutation-based thresholds (see the manuscript for an explanation about these thresholds).




the correlation results of top 100 gene pairs per category with GTEx v8 metadata.
DOI: 10.15468/dl.c4c2r8
title: Occurrence Download

description: A dataset containing 569 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miniopterus pallidus"
 ]
}

 The dataset includes 569 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007132-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxn5d7
title: Occurrence Download

description: A dataset containing 7729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhabdophis)",
 "Country is one of (China, India, Indonesia, Pakistan, Bangladesh, Japan, Philippines, Viet Nam, Türkiye, Iran (Islamic Republic of), Thailand, Myanmar, Korea, Republic of, Korea (Democratic People’s Republic of), Iraq, Afghanistan, Saudi Arabia, Uzbekistan, Malaysia, Yemen, Nepal, Sri Lanka, Kazakhstan, Syrian Arab Republic, Cambodia, Jordan, Azerbaijan, United Arab Emirates, Tajikistan, Israel, Lao People’s Democratic Republic, Lebanon, Kyrgyzstan, Turkmenistan, Singapore, Oman, Palestine, State of, Kuwait, Georgia, Mongolia, Armenia, Qatar, Bahrain, Timor-Leste, Cyprus, Bhutan, Maldives, Brunei Darussalam)",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 7729 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007133-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e240255
title: Land Use and Conservation Scenarios for California's 4th Climate Change Assessment

description: This dataset consists of modeled projections of land use and land cover for the State of California for the period 2001-2101. The Land Use and Carbon Scenario Simulator (LUCAS) model was initialized in 2001 and run forward on an annual time step to 2100. In total 9 simulations were run with 10 Monte Carlo replications of each simulation. Two base scenarios were selected from Sleeter et al., 2017 (http://onlinelibrary.wiley.com/doi/10.1002/2017EF000560/full) for analysis, including a "business-as-usual" (BAU) land use scenario and a scenario based on "medium" population projections. For each base scenario we ran three alternative conservation scenarios where we simulated conversion of lands into conservation easements. The three conservation easement scenarios simulated conversion of 1) 120 km2/yr for 15 years, 2) 120 km2/yr for 30 years, and 3) 240 km2/yr for 30 years. All easement conversions were set to begin in 2020 and extend for their stated duration. In addition to the conservation easement scenarios, we also ran a variant of the BAU land use scenario where current Williamson Act lands were removed from the simulation of future conditions.
description: Downloaded 2025-11-13
DOI: 10.3886/e240255v1
title: Land Use and Conservation Scenarios for California's 4th Climate Change Assessment

description: This dataset consists of modeled projections of land use and land cover for the State of California for the period 2001-2101. The Land Use and Carbon Scenario Simulator (LUCAS) model was initialized in 2001 and run forward on an annual time step to 2100. In total 9 simulations were run with 10 Monte Carlo replications of each simulation. Two base scenarios were selected from Sleeter et al., 2017 (http://onlinelibrary.wiley.com/doi/10.1002/2017EF000560/full) for analysis, including a "business-as-usual" (BAU) land use scenario and a scenario based on "medium" population projections. For each base scenario we ran three alternative conservation scenarios where we simulated conversion of lands into conservation easements. The three conservation easement scenarios simulated conversion of 1) 120 km2/yr for 15 years, 2) 120 km2/yr for 30 years, and 3) 240 km2/yr for 30 years. All easement conversions were set to begin in 2020 and extend for their stated duration. In addition to the conservation easement scenarios, we also ran a variant of the BAU land use scenario where current Williamson Act lands were removed from the simulation of future conditions.
description: Downloaded 2025-11-13
DOI: 10.15468/dl.thynfd
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-148.58953 11.23654,-67.41047 11.23654,-67.41047 43.76346,-148.58953 43.76346,-148.58953 11.23654))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Idionycteris phyllotis",
 "Year 1970-2020"
 ]
}

 The dataset includes 120 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031647-251025141854904/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.30614810
title: Crime Data Cleaned and Curated

description: This dataset contains curated crime statistics obtained from Kaggle. It includes yearly data on population, violent crimes, murder, rape, robbery, aggravated assault, property crimes, and burglary. The data has been cleaned and organized for educational and research purposes, and is ready for open access publication
DOI: 10.6084/m9.figshare.30614810.v1
title: Crime Data Cleaned and Curated

description: This dataset contains curated crime statistics obtained from Kaggle. It includes yearly data on population, violent crimes, murder, rape, robbery, aggravated assault, property crimes, and burglary. The data has been cleaned and organized for educational and research purposes, and is ready for open access publication
DOI: 10.3886/e240268v1
title: Global dataset on the effects of climate change on ecosystem goods and services (EGS) compiled from English language papers published between 2014 and 2018

description: Climate change is a pervasive and growing global threat to the supply and demand of ecosystem goods and services that maintain human well-being. A recent review found that the impacts of climate change on ecosystem services are sometimes mixed, posing challenges for managers who need to adapt to these changes. We expand on earlier work by exploring drivers of varying responses of ecosystem services to climate within studies. We conducted a systematic review of English-language papers directly assessing climate change impacts on the supply, demand, or monetary value of ‘provisioning services’, ‘regulating services’, or ‘cultural services’. Ultimately, we extracted data from 44 papers published from December 2014 to March 2018. In addition to recording direct climate impacts, we extracted data regarding climate interactions with non-climate drivers (e.g., land use change), study context (e.g., spatial scale, location, ecosystem) and methodology, characteristics and interactions between services, whether and how uncertainty was assessed, and implications for decision-making. To answer our core research question, we extracted data reflecting drivers of mixed responses (e.g., variation in ecosystem service responses over space, ecosystem service indicators, time periods, or climate change scenarios, models or variables). While biased and constrained by excluding articles published in non-English languages and grey literature, this data spreadsheet compiles summary information and relevant literature for managers, decision-makers, researchers, and planners.<br><br>Purpose<br>The compiled data underlie a synthesis of recent and future climate effects on ecosystem service supply, demand, and monetary value. By integrating information from recent publications, the data spreadsheet and associated synthesis update and extend previous literature reviews (particularly, Runting et al., 2017). The data spreadsheet also represents a literature library of climate impacts on ecosystem services, which can be aggregated or disaggregated by study areas and methodologies, ecosystem service features and interactions, drivers of variation in ecosystem service responses, climate and non-climate driver interactions, uncertainty assessment approaches, and decision-making implications. Research gaps discerned from the data (e.g., described in the synthesis paper) can inform crucial directions for future studies. In addition to supporting analyses that yield valuable summaries for practitioners (e.g., managers, decision-makers, planners), this literature library can be a source of context-relevant case studies for ensuring continued flows of nature’s benefits to people in an uncertain and changing climate.
DOI: 10.5281/zenodo.17527245
title: Hyperspectral data collections at University of Memphis 2025-07-23

description: This data was collected using a modified Resonon Pika L airborne system with custom airborne software. See the accompanying paper for details.

The data is intended to be used uncompressed. Each archive contains one dataset comprising a number of cubes, the IMU data, and the packet data. Each will extract to its own folder. The cube data is encoded with vidpak.

If the "download all" button was used, extract that .zip file into its component files first. On Linux, all dataset archives can be extracted at once into their respective folders with the command cat *.tar | tar ixv. After downloading and extraction (including the manifest and calibration), all extracted files can be verified using the command sha256sum -c ./manifest.sha256sum. The command will print warnings if files are missing or if checksums are incorrect.
DOI: 10.15468/dl.ks5cjr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla australis australis",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031648-251025141854904/datasets/export for details.
DOI: 10.3886/e240265v1
title: Peak Streamflow Data, Climate Data, and Results from Investigating Hydroclimatic Trends and Climate Change Effects on Peak Streamflow in the Central United States, 1921–2020

description: Peak-flow frequency analysis is crucial in various water-resources management applications, including floodplain management and critical structure design. Federal guidelines for peak-flow frequency analyses, provided in Bulletin 17C, assume that the statistical properties of the hydrologic processes driving variability in peak flows do not change over time and so the frequency distribution of annual peak flows is stationary. Better understanding of long-term climatic persistence and further consideration of potential climate and land-use changes have caused the assumption of stationarity to be reexamined. This data release contains input data and results of a study investigating hydroclimatic trends in peak streamflow (peak flow) in the Central United States, including nine states (Illinois, Iowa, Michigan, Minnesota, Missouri, Montana, North Dakota, South Dakota, and Wisconsin). Peak flow records from unregulated U.S. Geological Survey (USGS) streamgages were used to evaluate changes over 30-, 50-, 75-, and 100-year trend periods, all ending in water year 2020. This data release contains station lists of the streamgages used in each of the nine states, the peak streamflow input data and peak streamflow analysis results, and the climate input data and climate analysis results. See "Station_Lists.zip" on the landing page for station lists (in text file format) for each state included in the study.
description: Downloaded 2025-11-13<br>Datasets by state in tab delimitated text files.
DOI: 10.5281/zenodo.17196633
title: Base de datos resiliencia urbana en Veracruz y Boca del Río

description: Database, questionnaire and tables with graphs of results on urban resilience measurement in Veracruz and Boca del Río
DOI: 10.15468/dl.kd8uah
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Patinopecten caurinus",
 "Year 2000-2025"
 ]
}

 The dataset includes 56 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031649-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sddnm
title: Occurrence Download

description: A dataset containing 367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Melanargia arge"
 ]
}

 The dataset includes 367 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031650-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.