cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29963307
title: Willingness to purchase and to pay a price premium for apartments with exterior green walls

description: Despite the well-documented benefits of exterior green walls (GWs), their adoption in the housing market remains limited. This study constitutes the first empirical investigation into the willingness of prospective homebuyers to purchase newly built apartments featuring a hydroponic living wall, the price premium (PP) they are willing to pay and the factors influencing their motivation. Based on an online survey among a nationally representative sample of Israeli adults, findings reveal that despite 84% being unfamiliar with GWs, 63% expressed interest in living in a GW-integrated building and were willing to pay an average PP exceeding 5%. This may reflect a general openness to innovative and sustainable architectural trends, despite limited prior knowledge. Key positive predictors of willingness to pay (WTP) included awareness of GW benefits, engagement in environmental activities and installation grants. Aesthetic enhancement, thermal performance, educational value, perceived innovation and property marketability benefits also had significant positive effects. In contrast, concerns about potential nuisances emerged as the primary barrier. Sociodemographic influences were limited, with only gender and income showing significance – females and lower-income individuals reported higher WTP. The study highlights the market readiness for GW adoption and offers a foundation for targeted policy and outreach efforts to enhance uptake.
DOI: 10.6084/m9.figshare.29963307.v1
title: Willingness to purchase and to pay a price premium for apartments with exterior green walls

description: Despite the well-documented benefits of exterior green walls (GWs), their adoption in the housing market remains limited. This study constitutes the first empirical investigation into the willingness of prospective homebuyers to purchase newly built apartments featuring a hydroponic living wall, the price premium (PP) they are willing to pay and the factors influencing their motivation. Based on an online survey among a nationally representative sample of Israeli adults, findings reveal that despite 84% being unfamiliar with GWs, 63% expressed interest in living in a GW-integrated building and were willing to pay an average PP exceeding 5%. This may reflect a general openness to innovative and sustainable architectural trends, despite limited prior knowledge. Key positive predictors of willingness to pay (WTP) included awareness of GW benefits, engagement in environmental activities and installation grants. Aesthetic enhancement, thermal performance, educational value, perceived innovation and property marketability benefits also had significant positive effects. In contrast, concerns about potential nuisances emerged as the primary barrier. Sociodemographic influences were limited, with only gender and income showing significance – females and lower-income individuals reported higher WTP. The study highlights the market readiness for GW adoption and offers a foundation for targeted policy and outreach efforts to enhance uptake.
DOI: 10.15468/dl.746k9b
title: Occurrence Download

description: A dataset listing the 12442 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is one of (Royal Botanic Gardens, Kew - Herbarium Specimens, P herbarium - Muséum national d’Histoire naturelle - Amostras Brasileiras Repatriadas - Herbário Virtual REFLORA, The vascular plants collection (P) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris), RB - Rio de Janeiro Botanical Garden Herbarium Collection, Tropicos Specimens Non-MO, K herbarium - Royal Botanic Gardens, Kew - Amostras Brasileiras Repatriadas - Herbário Virtual REFLORA, The New York Botanical Garden Herbarium (NY), NY herbarium - The New York Botanical Garden - Amostras Brasileiras Repatriadas - Herbário Virtual REFLORA, Meise Botanic Garden Herbarium (BR), General Herbarium – Cryptogamy & Phanerogamy (CJBG-G) of Conservatoire et Jardin botaniques de Genève)",
 "GadmGid is BRA",
 "Issue is one of (Geodetic datum assumed WGS84, Coordinate rounded, Coordinate reprojected)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (838537fc-4aeb-4980-8b58-97fbdcd1d91a, 061b4f20-f241-11da-a328-b8a03c50a862, 2cd829bb-b713-433d-99cf-64bef11e5b3e, a344ee9f-f1b7-4761-be2c-58ee6d741395, ae447c50-b8a8-11d8-92a4-b8a03c50a862, 90fd6680-349f-11d8-aa2d-b8a03c50a862, 9661d20d-86b6-4485-8948-f3c86b022fa7)",
 "TaxonKey is Plantae",
 "TypeStatus is one of (Type, Isotype, Syntype, Holotype, Paratype, Isosyntype, Lectotype, Isolectotype)"
 ]
}

 The dataset's 12442 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037011-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17241309
title: PUDL Raw EIA Form 930 -- Hourly and Daily Balancing Authority Operations Report

description: The EIA Form 930 provides hourly demand and generation statistics by balancing area (or sub-balancing area in the case of some larger areas). These statistics include a breakdown by energy source (coal, gas, hydro, wind, solar, etc.) as well as interchange between the balancing areas, including international exchanges with Canada and Mexico. Archived from 
https://www.eia.gov/electricity/gridmonitor/

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.15468/dl.qfpkuv
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Nocturnal Birds - Complementary Studies [2010]"
 ]
}

 The dataset includes 195 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037025-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17241338
title: PUDL Raw EIA Bulk API Data

description: All data made available in bulk through the EIA Open Data API, including:



the Annual Energy Outlook, the International Energy Outlook and the Short Term Energy Outlook;

aggregate national, state, and mine-level coal production statistics, including imports and exports, reciepts of coal at electric power plants, consumption and quality, market sales, reserves, and productive capacity;

U.S. electric system operating data;

aggregate national, state, and plant-level electricity generation statistics, including fuel quality and consumption, for grid-connectedplants with nameplate capacity of 1 megawatt or greater;

CO2 emissions aggregates, CO2 emissions and carbon coefficients by fuel, state, and sector;

International Energy System (IES) data containing production, reserves, consumption, capacity, storage, imports, exports, and emissions time series by country for electricity, petroleum, natural gas, coal, nuclear, and renewable energy;

statistics of U.S. natural gas production, imports, exploration, pipelines, exports, prices, consumption, stocks, and reserves;

statistics of U.S. petroleum and other liquid fuel production, imports, refining, exports, prices, consumption, stocks, and reserves;

aggregate national, PADD, state, city, port, and refinery petroleum imports data for various grades of crude oil and country of origin;

state and national energy production and consumption, using survey and estimates to create comprehensive state energy statistics and flows;

U.S. total energy production, prices, carbon dioxide emissions, and consumption of energy from all sources by sector.


Archived from https://www.eia.gov/opendata/bulkfiles.php. The Annual Energy Outlook data is also archived separately here.

This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. At present, PUDL integrates only a few specific data series related to fuel receipts and costs figures from the Bulk Electricity API. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:



The PUDL Repository on GitHub

PUDL Documentation

Other Catalyst Cooperative data archives
DOI: 10.26023/h8nv-vsm6-0r0m
title: TOGA COARE soundings from Yap. Version 1.0

description: This dataset consists of sounding data from Yap Island in the Caroline Islands (WMO 91413) which was operated by the U.S. National Weather Service. Soundings were taken twice per day (00 and 12 UTC) during the IOP. The data were processed through the automated, visual, and spatial quality control processes. This dataset includes pressure, temperature, dew point, relative humidity, wind speed, wind direction, and altitude taken at six second vertical intervals. Refer to the station README file for details.
DOI: 10.15468/dl.gn6nn5
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Obolodiplosis robiniae",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037032-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mphzgn
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Obolodiplosis robiniae",
 "Country is Luxembourg",
 "HasCoordinate is true"
 ]
}

 The dataset includes 180 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037030-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.227edq
title: Occurrence Download

description: A dataset containing 16924 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Censo de ardeidas invernantes y nidificantes de la Comunidad Autónoma del País Vasco"
 ]
}

 The dataset includes 16924 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037027-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qnke6
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Obolodiplosis robiniae",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037031-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7z6mx
title: Occurrence Download

description: A dataset containing 983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Fossil, Living Specimen, Occurrence evidence)",
 "GadmGid is BRA",
 "OccurrenceStatus is Present",
 "TaxonKey is Amblypygi"
 ]
}

 The dataset includes 983 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037028-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twm276
title: Occurrence Download

description: A dataset containing 89524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "Year is 1955"
 ]
}

 The dataset includes 89524 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036934-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/9k7d-4ndc-4410
title: TOGA COARE soundings from Majuro. Version 1.0

description: This dataset consists of sounding data from Majuro Island in the Marshall Islands (WMO 91376) which was operated by U.S. National Weather Service. Soundings were taken twice per day (00 and 12 UTC) during the IOP. The data were processed through the automated, visual, and spatial quality control processes. This dataset includes pressure, temperature, dew point, relative humidity, wind speed, wind direction, and altitude taken at six second vertical intervals. Refer to the station README file for details.
DOI: 10.15468/dl.ct7pq3
title: Occurrence Download

description: A dataset containing 30252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hura crepitans)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30252 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037033-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45n5x5
title: Occurrence Download

description: A dataset containing 961 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melursus ursinus"
 ]
}

 The dataset includes 961 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037034-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77vz55
title: Occurrence Download

description: A dataset containing 3871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Sciurus",
 "Year 2020-2025"
 ]
}

 The dataset includes 3871 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037037-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdc9qz
title: Occurrence Download

description: A dataset containing 3312 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Terrestrial Birds (transects) Complementary Studies [2009-10]"
 ]
}

 The dataset includes 3312 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037038-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17241348
title: PUDL Raw EPA Hourly Continuous Emission Monitoring System (CEMS)

description: US EPA hourly Continuous Emissions Monitoring System (CEMS) data. Hourly CO2, SO2, NOx emissions and gross load. Archived from https://campd.epa.gov/
This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:

The PUDL Repository on GitHub
PUDL Documentation
Other Catalyst Cooperative data archives
In order to enable more regular CEMS updates, this dataset replaces a prior PUDL EPA CEMS archive that pulled one annual file for each state. That archive is no longer updated but can be found here.
DOI: 10.15468/dl.b8hmmm
title: Occurrence Download

description: A dataset containing 18665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Enicognathus leptorhynchus"
 ]
}

 The dataset includes 18665 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037036-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17241336
title: EPA MATS -- Mercury and Air Toxics Standards

description: The EPA Mercury and Air Toxics Standards (MATS) dataset provides detailed information on emissions of hazardous air pollutants, specifically mercury and other toxic substances, from power plants in the United States. Established by the U.S. Environmental Protection Agency (EPA) under the Clean Air Act, MATS aims to reduce air pollution and its associated health risks by setting limits on the emissions of mercury, arsenic, acid gases, and other pollutants from coal- and oil-fired power plants. The dataset typically includes metrics such as emission levels, compliance testing results, facility locations, and operational data. It serves as a critical resource for policymakers, researchers, and environmental organizations to assess the effectiveness of pollution control measures, monitor compliance, and evaluate the environmental and public health impacts of power plant emissions. Archived from 
https://www.epa.gov/stationary-sources-air-pollution/mercury-and-air-toxics-standards

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.18739/a2rv0d29t
title: Wind speed east of Qaanaaq, Greenland 2022-2024

description: The overall goals of the project were to discover sustainable technological innovations and to identify an achievable and affordable pathway to the future for small fishing communities in a changing Arctic, using Qaanaaq, Greenland and surrounding settlements as the study location. An iterative, systems-based approach that is driven by stakeholder values and objectives was used to define energy and fishery-related research needs faced by hunter-fishers who rely on fishing for their food and income. Stakeholder-driven science with knowledge co-generation between community members and academics addressed multifaceted aspects of the issues. One aspect of the study involved assessing whether off-grid small-scale wind energy could be useful for charging batteries at remote cabins, yet wind speed and direction data at the study site did not exist. The data archived here were generated to gain measurements of the wind speed and direction at the study site. This project installed and monitored wind speed and direction at the site by installation of an RM Young wind sensor on a 3-meter (m) tower; the wind data was recorded and stored over time using a Campbell Scientific Datalogger. The datalogger was powered by a battery that was charged with a solar panel during months when the sun was above the horizon, and in the sunless months the battery was periodically manually replaced with a battery that was fully charged. The data was periodically downloaded from the datalogger onto a notebook computer and used to update the dataset.
DOI: 10.5281/zenodo.17119798
title: PUDL Raw FERC Form 6

description: The Federal Energy Regulatory Commission (FERC) Form 6 is a comprehensive financial and operating report submitted for oil pipelines rate regulation and financial audits. Archived from https://www.ferc.gov/industries-data/electric/general-information/electric-industry-forms/form-66-q-overview-orders


This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:



	
The PUDL Repository on GitHub
	
PUDL Documentation
	
Other Catalyst Cooperative data archives
DOI: 10.15468/dl.7yb7km
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosophila suzukii",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037039-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/mcgm-rxg4-3y00
title: TOGA COARE soundings from Ambon. Version 1.0

description: This dataset consists of sounding data from Ambon Island in Indonesia (WMO 97724). Soundings were taken twice per day (00 and 06 UTC) during the IOP, however the 06 UTC release provided only wind information. The data were processed through the automated, visual, and spatial quality control processes. This dataset includes pressure, temperature, dew point, relative humidity, wind speed, wind direction, and altitude taken at a variable vertical resolution. Refer to the station README file for details.
DOI: 10.15468/dl.5tn8cq
title: Occurrence Download

description: A dataset containing 355 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Actenoides princeps (Reichenbach, 1851)"
 ]
}

 The dataset includes 355 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050589-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pg7esr
title: Occurrence Download

description: A dataset containing 700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Portugal, Cabo Verde, Andorra)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Protozoa"
 ]
}

 The dataset includes 700 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046469-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2etcg8
title: Occurrence Download

description: A dataset containing 1214 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cinclodes olrogi Nores & Yzurieta, 1979"
 ]
}

 The dataset includes 1214 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001700-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gn9ljy
title: Occurrence Download

description: A dataset containing 2080 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spodoptera frugiperda J.E.Smith, 1797"
 ]
}

 The dataset includes 2080 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001769-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.