cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17157854
title: Unraveling Earthquake-induced Damage: Insights from Ambient Noise Interferometry of the 2014 Mw 6.2 Northern Nagano Earthquake : Noise Cross-correlation Functions

description: Cross_Correlation_Functions_Nagano.zip : Compress folder with (1) the daily noise cross-correlation functions ZZ (in MSEED format) of the station pairs used in the paper (folder name : "Station_Pair_Cross_Correlation"); (2) the daily auto-correlation functions ZZ, EE, and NN (in H5 format) of the stations used in the paper (folder name : "Auto_Correlation"); (3) the daily single station cross-correlation functions ZZ, EE, and NN (in H5 format) of the stations used in the paper (folder name : "Single_Station_Cross_Correlation").
DOI: 10.15468/dl.c99jwv
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centella asiatica",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018050-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17157843
title: Data for "Design principles of deep translationally-symmetric neural quantum states for frustrated magnets"

description: This dataset contains all data from the article "Design principles of deep translationally-symmetric neural quantum states for frustrated magnets", as well as jupyter notebooks for plotting and visualizing the data. It can also be found on the accompanying github repository by checking out the with_data branch.
DOI: 10.5281/zenodo.17157844
title: Data for "Design principles of deep translationally-symmetric neural quantum states for frustrated magnets"

description: This dataset contains all data from the article "Design principles of deep translationally-symmetric neural quantum states for frustrated magnets", as well as jupyter notebooks for plotting and visualizing the data. It can also be found on the accompanying github repository by checking out the with_data branch.
DOI: 10.15468/dl.64rysg
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centella asiatica",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018051-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zu3v2u
title: Occurrence Download

description: A dataset containing 185887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "TaxonKey is Accipiter nisus",
 "Year 2000-2025"
 ]
}

 The dataset includes 185887 records from 2619 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018034-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/27115
title: Chandra X-ray Observatory ObsId 27115

description: X-RAY EMISSION FROM STAR-FORMING DWARF GALAXIES WITH BROAD LINE AGN SIGNATURES
DOI: 10.25574/27306
title: Chandra X-ray Observatory ObsId 27306

description: Calibration Observations of ACIS-I0 with Cas A at a Non-Standard Focal Plane Temperature of -105C
DOI: 10.25574/27307
title: Chandra X-ray Observatory ObsId 27307

description: Calibration Observations of ACIS-S2 and S3 with Cas A at a Non-Standard Focal Plane Temperature of -105C
DOI: 10.25574/29402
title: Chandra X-ray Observatory ObsId 29402

description: A high resolution view of a nearby group as it falls into the core of the Shapley supercluster
DOI: 10.15468/dl.k3yhrr
title: Occurrence Download

description: A dataset containing 11826 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pantherophis guttatus"
 ]
}

 The dataset includes 11826 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063167-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/3ftcli
title: Replication Data for: "Bring A Friend: Leveraging Financial and Peer Support to Improve Women's Reproductive Agency in India"

description: This replication package reproduces the results for the paper entitled "Bring A Friend: Leveraging Financial and Peer Support to Improve Women's Reproductive Agency in India," which is published in the Journal of Development Economics. This package contains the Stata Do-Files (.do) and R Script that replicate the tables in the main paper and appendix, and the Stata Data Files (.dta) that produce the tables that are presented in the paper and appendix.
DOI: 10.15468/dl.fg6xx8
title: Occurrence Download

description: A dataset containing 1032772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is 2025",
 "MediaType is one of (Image)",
 "KingdomKey is one of (Fungi)"
 ]
}

 The dataset includes 1032772 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063150-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/97i9ia
title: MAPKIP feasibility study dataset: MDP-based planning models for knowledge-intensive processes

description: This dataset contains the experimental results from the feasibility study of the MAPKIP approach. MAPKIP is designed to support the modeling of knowledge-intensive processes (KiPs) by automatically generating process models in the form of executable plans. These plans are dynamically derived at runtime by translating an artifact-centric case model, defined using the METAKIP metamodel, into a planning model. The planning model is based on Markov Decision Processes (MDPs), which are well-suited to capture the inherent uncertainty of KiPs. To construct and analyze the MDPs, we use the probabilistic model checker PRISM. The dataset includes seven scenarios that model hypertension treatment processes for specific case instances, each representing a different level of complexity. For each scenario, the corresponding folder contains: The MDP model (model.prism), encoded in the PRISM language, represents the planning problem (case instance) and domain (case model). The property file (properties.props) specifying the goal state Original output files generated by PRISM, including execution logs(runner.log), the transition matrix file (output.tra), the state file (output.sta) containing reachable states, the label file (output.lab), and the transition matrix in dot format (output.dot) The visualization of the generated plan (output.png), produced using GraphViz The evaluation was conducted on a system equipped with an Intel Core i5 processor (2.8 GHz) and 4 GB of RAM.
DOI: 10.7910/dvn/mkp09e
title: Between Redistribution and Cost Exposure: Housing, Welfare States, and Income Inequality

description: This study examines housing costs as an institutional channel shaping distributive outcomes.
DOI: 10.15468/tvqy6z
title: The unusual stonefly wing from the Upper Permian of the Orenburg Region of Russia: a new genus and species Vyazonemoura storozhenkoi gen. et sp. nov. (Insecta: Plecoptera, Palaeonemouridae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Sinitshenkova, Nina D., Yan, Evgeny V. (2025): The unusual stonefly wing from the Upper Permian of the Orenburg Region of Russia: a new genus and species Vyazonemoura storozhenkoi gen. et sp. nov. (Insecta: Plecoptera, Palaeonemouridae). Zootaxa 5715 (1): 441-445, DOI: 10.11646/zootaxa.5715.1.38, URL: https://doi.org/10.11646/zootaxa.5715.1.38AbstractThe present paper describes stoneflies Vyazonemoura storozhenkoi gen. et sp. nov. of the Palaeonemouridae family from the Upper Permian (Severodvinian Stage, Vyazovka Formation) locality of Vyazovka, Orenburg Region, Russia. The peculiar structure of the very narrow Vyazonemoura wing and some similarities in venation with Triassic stoneflies are discussed.
DOI: 10.7910/dvn/hykfgn
title: Physics of Retention - Operational and Experimental Framework

description: Operational and experimental framework for the Physics of Retention.
The dataset defines measurable variables, software pipelines, and
hardware-oriented protocols supporting verification, replication,
and cross-domain applications.
description: This dataset is part of the LIFE·ΩΩ∞ research framework.
It is linked to the foundational dataset deposited on Harvard Dataverse and referenced via DOI.
The present record provides complementary metadata and conceptual alignment.
DOI: 10.7910/dvn/9d70su
title: The void of everyday conversation: Detecting critical information needs in online communities about opioid use for pain management

description: This is a dataset to abide the data sharing policy of the journal Substance Use & Misuse.
DOI: 10.15468/dl.hpkfdk
title: Occurrence Download

description: A dataset containing 332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ambystoma mexicanum"
 ]
}

 The dataset includes 332 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063168-251120083545085/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.30128908
title: Siemann et al VIAME scallops

description: Automated scallop detectors and benthic habitat classifiers in the computer vision platform Video and Image Analytics for Marine Environments (VIAME) were used to generate accurate scallop plus habitat datasets for large numbers of images from Habitat Mapping Camera (HabCam) surveys of scallop grounds. Generalized additive mixed models were developed using the VIAME output to assess how benthic habitat influences sea scallop distributions and age-specific swimming behavior. This dataset includes data tables generated using HabCam imagery and VIAME plus R code used for analysis.
DOI: 10.6084/m9.figshare.30128908.v1
title: Siemann et al VIAME scallops

description: Automated scallop detectors and benthic habitat classifiers in the computer vision platform Video and Image Analytics for Marine Environments (VIAME) were used to generate accurate scallop plus habitat datasets for large numbers of images from Habitat Mapping Camera (HabCam) surveys of scallop grounds. Generalized additive mixed models were developed using the VIAME output to assess how benthic habitat influences sea scallop distributions and age-specific swimming behavior. This dataset includes data tables generated using HabCam imagery and VIAME plus R code used for analysis.
DOI: 10.7910/dvn/dufiek
title: Replication Data for: Unveiling Safety Inequity: A Location-Based Crash Prediction Approach

description: This dataset contains crash data, socioeconomic, demographic, and transportation-related data at the census tract level for both Hillsborough and Pinellas Counties in Florida (U.S.). The "Cluster Data.csv" file contains all of the variables used to create the clusters as described in the paper titled "Unveiling Safety Inequity: A Location-Based Crash Prediction Approach." The "Crash Data and Clusters.xlsx" file includes all of the variables required to replicate the analysis and regression models associated with this same paper.
DOI: 10.5281/zenodo.17367637
title: The potential use of behavioral bioassays as a first-tier approach for screening urban soil biodiversity: a pilot study

description: Raw data referred to the manuscript "The potential use of behavioral bioassays as a first-tier approach for screening urban soil biodiversity: a pilot study"
DOI: 10.5281/zenodo.17367638
title: The potential use of behavioral bioassays as a first-tier approach for screening urban soil biodiversity: a pilot study

description: Raw data referred to the manuscript "The potential use of behavioral bioassays as a first-tier approach for screening urban soil biodiversity: a pilot study"
DOI: 10.7910/dvn/x3cort
title: Replication Data for Navigating the Mismeasurement of Intermediary Variables in Message-Based Experiments

description: Researchers frequently deliver treatments through messages, as in many audit and get-out-the-vote (GOTV) experiments. These message-based experiments often hinge on intermediary variables -- actions subjects must take to actually receive the treatment or control embedded in a message. In particular, whether subjects open the message is a crucial intermediary step, which can serve as a condition for estimating treatment effects on subsequent behaviors or as an outcome of interest in its own right. Yet researchers often measure opens with error -- specifically, the misclassification of some openers as non-openers -- most notably in the case of messages via email. This paper derives the bias that such measurement error introduces into causal effect estimation. Despite this bias, we show that standard approaches still recover interpretable bounds on effects for well-defined subgroups. We also show how researchers can assess the sensitivity of their inferences to different degrees of mismeasurement. By clarifying the causal conclusions warranted by message-based experiments and proposing methodological improvements, this paper provides guidance for applied practice in message-based experiments conducted through email and through other communication technologies.
DOI: 10.15468/dl.g72ph7
title: Occurrence Download

description: A dataset containing 535114 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Field Museum of Natural History (Zoology) Bird Collection"
 ]
}

 The dataset includes 535114 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063166-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66hwtu
title: Occurrence Download

description: A dataset containing 1833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.95218 10.06833,-73.90106 10.06833,-73.90106 11.22732,-74.95218 11.22732,-74.95218 10.06833))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Tamandua mexicana, Crocodylus acutus, Chrysuronia lilliae)"
 ]
}

 The dataset includes 1833 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063170-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgy9hc
title: Occurrence Download

description: A dataset containing 2536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1975",
 "Year is less than or equal to 2025",
 {
 "or" : [
 "TaxonKey is Mecyna flavalis"
 ]
 }
 ]
}

 The dataset includes 2536 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063169-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vcshn
title: Occurrence Download

description: A dataset containing 4536 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agkistrodon conanti"
 ]
}

 The dataset includes 4536 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063172-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7d5vmt
title: Occurrence Download

description: A dataset containing 1936357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gallinula chloropus galeata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 1936357 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063156-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/wggvm8
title: The Role of Recreational Therapy in Anger Control Reactions among the Students in King Faisal University, as a Behaviour Intervention Program

description: The Role of Recreational Therapy in Anger Control Reactions among the Students in King Faisal University, as a Behaviour Intervention Program
DOI: 10.5066/p14nfnoj
title: Monthly twelve-digit hydrologic unit code aggregations of the National Hydrologic Model Precipitation-Runoff Modeling System modeling application for Hawaii, 1980-2021

description: This data release contains 16 variables from the National Hydrologic Model Infrastructure with the Precipitation-Runoff Modeling System (NHM-PRMS) modeling application forced with Daymet version 4 (Rosa and others, 2025) from 1980 through 2021 that are summarized to a monthly time step and a twelve-digit hydrologic unit code for the spatial extent of Hawaii. The following fluxes and storages are included: total monthly precipitation, evapotranspiration, lateral flow, surface runoff, quickflow, interflow, recharge, groundwater flow, and the average monthly snow water equivalent, interflow storage, groundwater storage, total storage, and soil moisture. These data can be found in the “HI_huc12_monthly_nhmprms_daymet_1980_2021.nc” file. 

Additionally, two supplementary files are also included in this data release. The first file (“HI_weights_hru_to_huc12_nhmprms_daymet.csv”) contains the spatial weights or fraction that is used to “weight” the modeling output in the area-weighting process. The second file (“HI_summed_weights_per_huc12_nhmprms_daymet.csv”) contains the total fractional area within each twelve-digit hydrologic unit code that is covered by the modeling output and is important for filtering results in the data file (where a fractional coverage may be less than one). 

In the version 2.0 data release update, a new variable was added to the “HI_huc12_monthly_nhmprms_daymet_1980_2021.nc” file. Additionally, several new netCDF files were added that contain data summarizations from a different production run (output data referenced as "byPOIobs") within the model application data release by Rosa and others (2025). Two of the three files added contain daily estimates of soil moisture fraction ("HI_byPOIobs_huc12_daily_soil_moisture_fraction_nhmprms_daymet_1980_2021.nc") and daily estimates of snow water equivalent ("HI_byPOIobs_huc12_daily_pkwater_equiv_nhmprms_daymet_1980_2021.nc") at the twelve-digit hydrologic unit code spatial regions. The third file added contains monthly estimates of 16 variables from the "byPOIobs" modeling application production run ("HI_byPOIobs_huc12_monthly_nhmprms_daymet_1980_2021.nc"). See the file, “revision_history_nhmprms_daymet_HI.txt” for a full description of the revisions.

First release: 2024
Revised: June 2025 (ver. 2.0)
DOI: 10.34740/kaggle/dsv/14259269
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.7910/dvn/ioa7v8
title: Replication Data for: Engaging the Public Through Design: How Digital Platforms Nudge Public Engagement

description: Public engagement often encounters significant barriers and challenges. Digital platforms are increasingly employed to nudge citizens toward behaviors that serve the public interest. This study examines whether and how design features of digital platforms shape citizens' engagement in pro‐environmental behaviors. Drawing on a conjoint experiment conducted in China, we find that design elements such as gamification, visual feedback, rewards, frequent information disclosure, social comparison, and accessibility significantly increase citizens' willingness to engage in low‐carbon behaviors and strengthen their preference for digital platforms. Perceived ease of use and the perceived likelihood of achieving policy goals appear to be key mechanisms driving these effects. Furthermore, citizens' policy knowledge and behavior, as well as their policy beliefs and positions, act as important scope conditions. These findings suggest that optimizing the design of digital platforms can enhance public engagement in voluntary pro‐environmental action.
DOI: 10.15468/dl.thvacp
title: Occurrence Download

description: A dataset containing 10296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Observation, Machine Observation, Human Observation)",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceratopogonidae"
 ]
}

 The dataset includes 10296 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063173-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5smh9j
title: Occurrence Download

description: A dataset containing 22527 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agkistrodon piscivorus"
 ]
}

 The dataset includes 22527 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063174-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13jp4jq
title: Synthesized Domestic Well Database for the Conterminous United States

description: Self-supplied domestic water sources play a significant role in the United States' water landscape, serving approximately 13 percent of the nation's population as of 2015 (Dieter and others, 2018). However, these sources present unique challenges for water resource management and research due to the lack of monitoring, withdrawal location, and place-of-use data. To address this data gap, we have synthesized and subset various groundwater well compilations into a unified domestic well database to standardize information on well characteristics and locations across the United States (SynDWell-US). The database is presented in tabular form and includes domestic well records spanning from 1680 to 2024, encompassing 5,982,715 wells. The dataset includes well locations, construction information, and water-use categories. While the dataset aims to represent the conterminous U.S., coverage is limited to states with available digital data sources. Except where outlined in the process steps, data is presented as-is, with cross-verification and data validation having occurred in the parent datasets.
DOI: 10.7910/dvn/xekgak
title: Replication Data for: "Analyzing the Impact of Events Through Surveys: Formalizing Biases and Introducing the Dual Randomized Survey Design"

description: Social scientists often use survey data to test how important events impact respondent beliefs, attitudes, and preferences. This paper offers a formal analysis of such survey based approaches to study the impact of time-specific events, including designs that seek to reduce bias using quota sampling, rolling cross-sections, and panels. Our analysis distinguishes major sources of bias and clarifies the comparative strengths and weaknesses of each approach. We then introduce a modified panel design—the dual randomized survey (DRS)—to reduce bias in cases where asking respondents to complete the same survey twice could impact their Wave 2 responses. Our formalization of bias and novel research design improve scholars’ ability to study the causal impact of events through surveys.