cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2v88zxfr2s.4
title: Plant diversity of eco-friendly and conventional guava farms in Thailand

description: Eco-friendly practices support higher wild plant diversity than conventional practices in tropical fruit farms
Piriya Hassa, Paweena Traiperm, and Alyssa B. Stewart

The objective of this study was to assess plant diversity in tropical smallholdings, comparing eco-friendly and conventional guava farms in central Thailand. We conducted plant surveys across all seasons and quantified plant and flower communities (diversity and abundance) for all wild (weedy) and cultivated plant species observed on study farms.

Meta data:
- Row: row number
- Year: year that data was collected
- Month: month that data was collected
- Date: date that data was collected
- Farm ID: name of farm
- Farm Type: type of farm (conventional or eco-friendly)
- Field Layout: the field layout of each study farm was classified as either border polycropping (secondary crops were planted along the border of guava fields), intercropping (secondary crops were planted in rows between guava rows), or patchwork polycropping (diverse crops were planted in small fields directly adjacent to guava fields) 
- Plant Species: scientific name of plant
- Plant Abundance: For cultivated plants, abundance was quantified as the number of plant individuals on the farm. For wild plants, abundance was quantified as the percent coverage across the farm.
- Floral Abundance: estimated number of floral units for each plant species (Note: we did not estimate floral abundance for Poaceae or Cyperaceae)
- Origin: plant origin (native or exotic or unknown)
- Plant Type: plant type (cultivated or wild)
- Field Size: size of study field in hectares
- Season: season when data was collected (cool dry or hot dry or rainy)
- Plant Habit: forb, graminoid, shrub, shrub-like, tree, or tree-like (further categorized as small or large)
DOI: 10.17632/s7dg7wfzsz
title: Real-Time Peer-to-Peer Energy Trading for Multi-Microgrids: Improved Double Auction Mechanism and Prediction-Free Online Trading Approach

description: This dataset includes 5-minute-interval data on WT, PV, and load, as well as detailed configurations of a 20-microgrid system. All the data are used for paper: Real-Time Peer-to-Peer Energy Trading for Multi-Microgrids: Improved Double Auction Mechanism and Prediction-Free Online Trading Approach
DOI: 10.17632/s7dg7wfzsz.2
title: Real-Time Peer-to-Peer Energy Trading for Multi-Microgrids: Improved Double Auction Mechanism and Prediction-Free Online Trading Approach

description: This dataset includes 5-minute-interval data on WT, PV, and load, as well as detailed configurations of a 20-microgrid system. All the data are used for paper: Real-Time Peer-to-Peer Energy Trading for Multi-Microgrids: Improved Double Auction Mechanism and Prediction-Free Online Trading Approach
DOI: 10.3886/icpsr06290.v1
title: ABC News "Nightline" Clinton Somalia Poll, October 1993
title: Version 1

description: For this special topic poll, respondents were asked whether
 they approved of the way President Bill Clinton was handling the
 situation in Somalia, his decision to send 5,000 additional troops,
 and his decision to set a March 31 withdrawal deadline. They were also
 asked whether the United States troop withdrawal should be
 unconditional or conditional based on factors such as the possibility
 of an interruption in food distribution and another famine in Somalia.
 Other questions covered whether the United States should respond with
 a major military attack against warlord Mohammed Aideed's forces if
 American soldiers could not be freed through negotiations, and whether
 those American prisoners should be exchanged for the more than two
 dozen of Aideed's forces being held by the United Nations. The results
 of the poll were announced on the ABC television program "Nightline"
 the day the poll was taken. Demographic background variables include
political orientation and sex.
description: Households were selected by random-digit dialing. Within
 households, the respondent selected was the adult living in the
 household who last had a birthday and who was at home at the time of
interview.
description: Datasets: 
DS1: ABC News "Nightline" Clinton Somalia Poll, October 1993
description: Adults aged 18 and over living in households with
telephones.
description: (1) A weight variable with two implied decimal places
 has been included and must be used in any analysis. (2) The codebook
 is provided as a Portable Document Format (PDF) file. The PDF file
 format was developed by Adobe Systems Incorporated and can be accessed
 using the Adobe Acrobat Reader. Information on how to obtain a copy
 of the Acrobat Reader is provided through the ICPSR Website on the
 Internet. The codebook is also available in hardcopy form upon request
from ICPSR.
DOI: 10.3886/icpsr06290
title: ABC News "Nightline" Clinton Somalia Poll, October 1993
title: Archival Version

description: For this special topic poll, respondents were asked whether
 they approved of the way President Bill Clinton was handling the
 situation in Somalia, his decision to send 5,000 additional troops,
 and his decision to set a March 31 withdrawal deadline. They were also
 asked whether the United States troop withdrawal should be
 unconditional or conditional based on factors such as the possibility
 of an interruption in food distribution and another famine in Somalia.
 Other questions covered whether the United States should respond with
 a major military attack against warlord Mohammed Aideed's forces if
 American soldiers could not be freed through negotiations, and whether
 those American prisoners should be exchanged for the more than two
 dozen of Aideed's forces being held by the United Nations. The results
 of the poll were announced on the ABC television program "Nightline"
 the day the poll was taken. Demographic background variables include
political orientation and sex.
description: Households were selected by random-digit dialing. Within
 households, the respondent selected was the adult living in the
 household who last had a birthday and who was at home at the time of
interview.
description: Datasets: 
DS1: ABC News "Nightline" Clinton Somalia Poll, October 1993
description: Adults aged 18 and over living in households with
telephones.
description: (1) A weight variable with two implied decimal places
 has been included and must be used in any analysis. (2) The codebook
 is provided as a Portable Document Format (PDF) file. The PDF file
 format was developed by Adobe Systems Incorporated and can be accessed
 using the Adobe Acrobat Reader. Information on how to obtain a copy
 of the Acrobat Reader is provided through the ICPSR Website on the
 Internet. The codebook is also available in hardcopy form upon request
from ICPSR.
DOI: 10.5281/zenodo.15754870
title: EIS Synthetic Data for Battery Pilot

description: The dataset contains electrochemical impedance spectroscopy (EIS) measurements for a series of battery diagnostics. For each diagnostic case, the dataset includes:





Battery capacity (mAh),




Frequency values (Hz),




Real and imaginary components of impedance (Ohm).



These data are organized by diagnostic index (e.g., diagnostic_0, diagnostic_1, ...), representing different states or conditions of the battery, likely over time or under varying operational conditions. This structure is ideal for analyzing how impedance spectra correlate with battery health and degradation.
DOI: 10.5281/zenodo.15754871
title: EIS Synthetic Data for Battery Pilot

description: The dataset contains electrochemical impedance spectroscopy (EIS) measurements for a series of battery diagnostics. For each diagnostic case, the dataset includes:





Battery capacity (mAh),




Frequency values (Hz),




Real and imaginary components of impedance (Ohm).



These data are organized by diagnostic index (e.g., diagnostic_0, diagnostic_1, ...), representing different states or conditions of the battery, likely over time or under varying operational conditions. This structure is ideal for analyzing how impedance spectra correlate with battery health and degradation.
DOI: 10.17632/njr9mxvx6t
title: Data for: Significant Mg isotope disequilibrium during crustal anatexis: Implications for heterogeneous Mg isotopic compositions in the continental crust

description: Raw data
DOI: 10.17632/njr9mxvx6t.2
title: Data for: Significant Mg isotope disequilibrium during crustal anatexis: Implications for heterogeneous Mg isotopic compositions in the continental crust

description: Raw data
DOI: 10.17632/wtb2dnj37d
title: Supplementary data to publication: "Insights into chemostratigraphy of the Polish Rotliegend: integration of geochemical, mineralogical and sedimentological data from the Poznań Basin"

description: Appendix 1 - Chemical composition of the sandstone samples from two wells - P2 and P4. Results obtained by ICP-OES and ICP-MS methods, preceded by lithium borate fusion. Analysis provider - ActLabs (Canada); analytical programme used WRA_ICP - 4Litho. 
Appendix 2 - Mineral composition of sandstone samples from two wells - P2 and P4. Data obtained by quantitative XRD analysis. XRD run on the X-Pert Pro (Panalytical) diffractometer. Software used for qXRD was SiroQuant v. 3. 
Appendix 3 - Correlation matrix of the selected main and trace element composition, further used to establish element-mineral links.
DOI: 10.17632/wtb2dnj37d.1
title: Supplementary data to publication: "Insights into chemostratigraphy of the Polish Rotliegend: integration of geochemical, mineralogical and sedimentological data from the Poznań Basin"

description: Appendix 1 - Chemical composition of the sandstone samples from two wells - P2 and P4. Results obtained by ICP-OES and ICP-MS methods, preceded by lithium borate fusion. Analysis provider - ActLabs (Canada); analytical programme used WRA_ICP - 4Litho. 
Appendix 2 - Mineral composition of sandstone samples from two wells - P2 and P4. Data obtained by quantitative XRD analysis. XRD run on the X-Pert Pro (Panalytical) diffractometer. Software used for qXRD was SiroQuant v. 3. 
Appendix 3 - Correlation matrix of the selected main and trace element composition, further used to establish element-mineral links.
DOI: 10.17632/d6kwyv6ftc
title: Raw data to resovlin

description: data set to data in brief
DOI: 10.17632/d6kwyv6ftc.1
title: Raw data to resovlin

description: data set to data in brief
DOI: 10.17632/6nf9tyvgmh.1
title: Thermal stability and recrystallisation dynamics of ultrafine-grained aluminium alloys studied with in situ EBSD and TEM

description: Raw and/or processed data for the main paper containing:
- In situ TEM with heating. 
- In situ EBSD with heating.
- Post-processing files (figure editables).
DOI: 10.3886/icpsr06142.v1
title: National Nursing Home Survey Follow-Up: Wave III, 1990
title: Version 1

description: The 1990 National Nursing Home Survey Follow-Up (NNHSF) is
part of a longitudinal study that followed the cohort of current
residents and discharged residents sampled in the NATIONAL NURSING HOME
SURVEY, 1985 (ICPSR 8914). The NNHSF extends the period of observation
of these utilization patterns by approximately five years after the
baseline nursing home interview. The primary purpose is to provide data
on the flow of persons in and out of long-term care facilities and
hospitals. The NNHSF was conducted in three waves. Wave I (ICPSR 9813)
was conducted between August and December 1987, Wave II (ICPSR 9838)
between July and November 1988, and Wave III between January and April
1990. For Wave III, information was collected on vital status, nursing
home and hospital utilization since the last contact, current living
arrangements, Medicare number, and source of payment. Information
concerning the disposition of the subject's home was collected in
Section J. Since these questions were only asked in Wave III, the
information is not available for subjects who were known to be deceased
at the time of the facility contact, the Next Of Kin survey, or Wave I
or II of the follow-up. Those eligible for Section J represent a very
select subgroup of the original cohort. In addition, 187 residents who
were eligible for Section J did not receive the questionnaire because
an appropriate respondent could not be identified.
description: The Wave III cohort is identified as Wave II subjects for 
 whom a complete interview was obtained and who were alive at the time 
 of the interview. A total of 3,121 subjects were eligible for Wave III 
and interviews were completed for 3,041 subjects.
description: Datasets: 
DS1: National Nursing Home Survey Follow-Up: Wave III, 1990
description: Per agreement with NCHS, ICPSR distributes the data
file(s) and technical documentation in this collection in their
original form as prepared by NCHS.
DOI: 10.17632/8kcdkxmcjw
title: Bangladesh Thalassemia Dataset

description: This dataset comprises comprehensive clinical, laboratory, socioeconomic, and mental health data for 617 thalassemia patients treated at a major diagnostic center (LABAID LTD., Pabna, Bangladesh). The data were collected through face-to-face interviews and medical records from March to June 2025. It includes 23 variables covering demographics (age, gender, residence, education, income), treatment history (transfusion frequency, iron chelation therapy, splenectomy status), laboratory results (hemoglobin levels, serum ferritin, RBC indices), and self-reported mental health.

Key features:
1. Patient age range: 2 to 60 years.
2. Thalassemia types: Major, Intermedia, Minor.
3. Mental health status: 64.83% reported poor mental health.
4. Data format: De-identified CSV file, UTF-8 encoded, fully anonymized.
5. Variable types: Numerical, ordinal, and categorical.

Ethical clearance: Approved by LABAID medical authorities; informed consent obtained.

This multidimensional dataset enables research on treatment adherence, mental health impact, socioeconomic disparities, and machine learning-based outcome predictions. It fills a critical gap by integrating psychosocial and clinical dimensions of thalassemia in a single structured file, useful for personalized care models and public health strategies.
DOI: 10.17632/8kcdkxmcjw.1
title: Bangladesh Thalassemia Dataset

description: This dataset comprises comprehensive clinical, laboratory, socioeconomic, and mental health data for 617 thalassemia patients treated at a major diagnostic center (LABAID LTD., Pabna, Bangladesh). The data were collected through face-to-face interviews and medical records from March to June 2025. It includes 23 variables covering demographics (age, gender, residence, education, income), treatment history (transfusion frequency, iron chelation therapy, splenectomy status), laboratory results (hemoglobin levels, serum ferritin, RBC indices), and self-reported mental health.

Key features:
1. Patient age range: 2 to 60 years.
2. Thalassemia types: Major, Intermedia, Minor.
3. Mental health status: 64.83% reported poor mental health.
4. Data format: De-identified CSV file, UTF-8 encoded, fully anonymized.
5. Variable types: Numerical, ordinal, and categorical.

Ethical clearance: Approved by LABAID medical authorities; informed consent obtained.

This multidimensional dataset enables research on treatment adherence, mental health impact, socioeconomic disparities, and machine learning-based outcome predictions. It fills a critical gap by integrating psychosocial and clinical dimensions of thalassemia in a single structured file, useful for personalized care models and public health strategies.
DOI: 10.17632/nh6vpmprr2
title: SfePy: Homogenization of flow in inflatable periodic structures

description: Source code for FE simulations of flows in inflatable periodic structures. Installation of SfePy package is required.
DOI: 10.17632/nh6vpmprr2.1
title: SfePy: Homogenization of flow in inflatable periodic structures

description: Source code for FE simulations of flows in inflatable periodic structures. Installation of SfePy package is required.
DOI: 10.17632/ktn9dwnjwz.1
title: Re-examing left visual field advantage in gaze cueing effect

description: Experiment data of Re-examing LVF advantage in GCE
DOI: 10.17632/6328bpwjcc
title: Optimizing Digital Queuing Systems to Improve Process Efficiency: A Case Study at XYZ Bank Data

description: This dataset was collected as part of a thesis research project aimed at optimizing the digital queuing system to improve process efficiency at XYZ Bank. Data was collected using direct observation of queue-related activities over a span of six months at one of the XYZ bank's main branches.
DOI: 10.17632/6328bpwjcc.1
title: Optimizing Digital Queuing Systems to Improve Process Efficiency: A Case Study at XYZ Bank Data

description: This dataset was collected as part of a thesis research project aimed at optimizing the digital queuing system to improve process efficiency at XYZ Bank. Data was collected using direct observation of queue-related activities over a span of six months at one of the XYZ bank's main branches.
DOI: 10.21227/5qv3-j607
title: "Simulated lunar field GPR experiment"

description: "GSSI 1.5 GHz GPR"
DOI: 10.17632/6wr7t6jmv2
title: Quantifying Firm-Level Carbon Risk: A Novel Emission Reduction Stress Factor

description: The data associated to Quantifying Firm-Level Carbon Risk: A Novel Emission Reduction Stress Factor
DOI: 10.17632/6wr7t6jmv2.1
title: Quantifying Firm-Level Carbon Risk: A Novel Emission Reduction Stress Factor

description: The data associated to Quantifying Firm-Level Carbon Risk: A Novel Emission Reduction Stress Factor
DOI: 10.3886/icpsr06657.v2
title: Voting Results Under a Single-Transferable-Vote System in Malta, 1921-1996
title: Version 2

description: This data collection covers all parliamentary elections
 held in Malta from 1921 to 1996 except for elections to the
 short-lived Senate. The 19 elections involved 1,046 individuals
 undertaking 3,082 candidacies. The use of this dataset assumes some
 familiarity with the single-transferable-vote (STV) system and
 knowledge of concepts such as nontransferable votes and the need for
 repeated vote-transfer counts to determine the winners in multimember
 districts. A majority of the variables involve vote transfers, as
 these are crucial to the examination of both inter- and intra-party
 competition in an STV system. The dataset is organized by candidacy
and includes records for nontransferable votes.
description: Datasets: 
DS1: Voting Results Under a Single-Transferable-Vote System in Malta, 1921-1996
description: All parliamentary elections from 1921 to 1996 in Malta
except for elections to the Senate.
description: The data are supplied in comma-delimited format. Data
 entry was performed in Quattro Pro. Because that program does not
 provide leading zeroes, the values of particular variables can vary in
 length from 1 to 5 digits. Thus, care needs to be taken when importing
the data into statistical programs.
DOI: 10.3886/icpsr06657
title: Voting Results Under a Single-Transferable-Vote System in Malta, 1921-1996
title: Archival Version

description: This data collection covers all parliamentary elections
 held in Malta from 1921 to 1996 except for elections to the
 short-lived Senate. The 19 elections involved 1,046 individuals
 undertaking 3,082 candidacies. The use of this dataset assumes some
 familiarity with the single-transferable-vote (STV) system and
 knowledge of concepts such as nontransferable votes and the need for
 repeated vote-transfer counts to determine the winners in multimember
 districts. A majority of the variables involve vote transfers, as
 these are crucial to the examination of both inter- and intra-party
 competition in an STV system. The dataset is organized by candidacy
and includes records for nontransferable votes.
description: Datasets: 
DS1: Voting Results Under a Single-Transferable-Vote System in Malta, 1921-1996
description: All parliamentary elections from 1921 to 1996 in Malta
except for elections to the Senate.
description: The data are supplied in comma-delimited format. Data
 entry was performed in Quattro Pro. Because that program does not
 provide leading zeroes, the values of particular variables can vary in
 length from 1 to 5 digits. Thus, care needs to be taken when importing
the data into statistical programs.
DOI: 10.17632/zf7t7cryzv.2
title: Aged Dissolved Organic Carbon Supply through Submarine Groundwater Discharge in Jeju Island, South Korea

description: This is a dataset for a paper titled “Data from ‘Aged Dissolved Organic Carbon Supply through Submarine Groundwater Discharge in Jeju Island, South Korea’,” .
Data includes sampling date, location, DOC and TDN concentrations, DO14C values, nutrients, and other optical properties.
DOI: 10.17632/7mvmfhbs9x
title: Supplementary material for “Multiscale modeling and swelling behaviors of Wyoming sodium montmorillonite systems”

description: Supplementary material for the manuscript entitled "Multiscale modeling and swelling behaviors of Wyoming sodium montmorillonite systems" submitted to “Computers and Geotechnics”.
DOI: 10.17632/7mvmfhbs9x.1
title: Supplementary material for “Multiscale modeling and swelling behaviors of Wyoming sodium montmorillonite systems”

description: Supplementary material for the manuscript entitled "Multiscale modeling and swelling behaviors of Wyoming sodium montmorillonite systems" submitted to “Computers and Geotechnics”.
DOI: 10.25921/tjs5-hn36
title: Lab based measurements of ocean acidification on Caribbean bioeroders (endolithic algae and reef-excavating sponges): implications for coral reef persistence, Cheeca Rocks Reef, Florida Keys, Northwest Atlantic Ocean, from 2018-06-11 to 2018-07-12 (NCEI Accession 0224590)

description: This dataset includes lab-based measurements of ocean acidification on Caribbean bioeroders (endolithic algae and reef-excavating sponges) collected on Cheeca Rocks Reef, Florida Keys, Northwest Atlantic Ocean, from 2018-06-11 to 2018-07-12. Caribbean coral reef ecosystems have entered a state of net erosion in response to ocean acidification (OA) due to a combination of reduced carbonate production and enhanced bioerosion. The negative response of coral reef calcifiers to OA has been well-established, whereas OA-enhanced bioerosion is relatively poorly understood. Microboring algae and macroboring sponges are both major contributors to coral reef carbonate budgets (Perry et al., 2012). Microboring algae use exclusively chemical (extracellular ion transport) means (Garcia-Pichel, 2006) to break down carbonate framework, whereas macroboring sponges use a combination of both chemical (enzymatic dissolution) and mechanical (substrate dislodgment) methods (Rutzler and Rieger, 1973) to erode reef framework. Prior studies have found that both microboring algae and macroboring sponges appear to benefit from OA through both enhanced bioerosion and physiological fitness, but have disproportionally focused on the responses of Pacific Ocean species. Here, we independently evaluated the OA-response of two Caribbean bioeroders to quantify the impact of OA on their physiology and bioerosion rates.
DOI: 10.17632/n4dz34f5xm.2
title: A Dual Pressure-Temperature Interpolation Model for Mathematically Exact Adsorption Equilibrium for Performance Simulation of Integrated Absorption-Adsorption Refrigeration System using the MIL-101(Cr)/water Pair

description: This Data is intended to reproduce the equilibrium plots for silica-gel/water and MIL-101(Cr)/water illustrated in Figure 4 in the manuscript based on the proposed higher-order pressure-temperature interpolation model.
DOI: 10.17632/chz476xk6n
title: deGroot_Etal_GlobalLocalSolutionsOpenEconomyModels_JIE

description: This repository provides all the codes necessary for reconstructing the tables and figures in: 
de Groot, O., C.B. Durdu, & E.G. Mendoza (2025), "Why Global and Local Solutions of Open-Economy Models with Incomplete Markets Differ and Why It Matters", Journal of International Economics