cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.35097/2aab6yjdyfg4nr69
title: Measurement data of UFP-concentrations and PM2.5-concentrations during the winter months (Nov. 20, 2024 - Mar. 30, 2025) in a residential area near Karlsruhe

description: Im Zeitraum vom 20.11.2024 bis zum 30.03.2025 wurde in einem Wohngebiet bei Karlsruhe die Belastung der Atemluft mit ultrafeinen Partikeln (UFP) und Feinstaub der PM2,5 Fraktion gemessen. Die verwendeten Messgeräte waren ein AQ Guard Smart 2000 (UFP) und ein Fidas Smart 100 (PM2,5) der Firma Palas. Zusätzlich zur Konzentration der Luftschadstoffe wurde auch die örtliche Windgeschwindigkeit und Windrichtung gemessen.
description: The concentration of ultrafine particles (UFP) and fine dust (PM2.5) in ambient air was measured in a residential area near Karlsruhe during the time period of Nov. 20, 2024 until Mar. 30, 2025. The used aerosol measurement technology were an AQ Guard Smart 2000 (UFP) and a Fidas Smart 100 (PM2.5) of the manufacturer Palas. In addition to the pollutant concentrations, local wind speed and direction were measured.
description: Three .xlsx-files are provided. Each file consists of multiple worksheets that contain daily pollutant concentrations, whereby the corresponding date is indicated by the worksheet title in DD-MM-YYYY format. No post-processing of the data has been performed. Note that few individual readings of the UFP-concentration may be affected by measurement artifacts (unplausibly high or negative concentrations) and should be discarded.

"UFP-Wind-Data" contains 15-minute average UFP-concentrations and wind data (wind speed and direction) for the measurement period ranging from Nov. 20, 2024 until Mar. 30, 2025. Note that the wind data is only an indicative measurement close to the ground and may be influenced by the local building geometry.

"PM2_5-Data" contains 15-minute average PM2.5-concentrations for the measurement period ranging from Nov. 20, 2024 until Mar. 30, 2025.

"Examples_Aerosol_Dispersion" contains 1-minute average UFP-concentrations and wind data (wind speed and direction) for two exemplary events with increased concentration levels during the measurement period. Stationary temperature inversions ranging from Feb. 08, 2025 - Feb. 13, 2025 and the effect of New-Year's fireworks.

timestamp = Time (CET) respectively UTC+1; 
E.g. 23:15:00 CET corresponds to 00:15:00 AM local time in Germany and contains the 15-minute average data ranging from 00:00:00 AM up 00:15:00 AM.
aerosol_cn = Total particle number concentration (UFP) measured by the AQ Guard Smart 2000; Unit: 1/cm³
weather_wind_speed = Local wind speed; Unit: km/h
weather_wind_direction = Local wind direction; Unit: °
pm2_5 = Particle concentration of the PM2.5 fraction measured by the Fidas Smart 100; Unit: µg/m³
DOI: 10.5517/ccdc.csd.cc2ky1vf
title: CCDC 2381415: Experimental Crystal Structure Determination

description: Related Article: Beyhan Yiğit, Muhittin Önderci, Merve İzmirli, Selami Günal, Hande Karabıyık, Murat Yiğit, İsmail Özdemir|2025|Polyhedron|281|117754|doi:10.1016/j.poly.2025.117754
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.60635/c36g78
title: Monthly Summary_BCI, Vertical

description: Barro Colorado Island (BCI)Yearly, monthly and daily summary organized in vertical format for long-term trend analysisContains interval average/maximum/minimum/variance statistics plus summary graphsLocation 9°9'42.36"N, 79°50'15.67"WLutz catchment is a 9.73ha protected watershed on BCI. The Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48mThe data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy. The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972 and consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, soil moisture, runoff, potential evapotranspiration, wet/dry season starting datesHistorical datasets can be located here: https://smithsonian.figshare.com/articles/dataset/Monthly_Summary_BCI_Vertical/10059458
DOI: 10.15468/ntckzm
title: MCME UPLB Museum Plant Collection

description: The Mount Makiling Forest Reserve (MMFR) is an ASEAN Heritage Park located 14°8′ north and 121°12′ east and lies within the 65 km of Metro Manila. MMFR spans a total of 4,244 hectares, straddling parts of the Los Baños, Bay and Calamba Ciy in the province of Laguna and Sto. Tomas in the province of Batangas. With jurisdiction under the University of the Philippines Los Baños, the reserve is managed by the Makiling Center for Mountain Ecosystems under the College of Forestry and Natural Resources.
DOI: 10.15468/zz6c6h
title: Mt. Hamiguitan Range Wildlife Sanctuary Avifauna

description: The database shows the list of bird species present in Mt. Hamiguitan Range Wildlife Sanctuary, Philippines as of 2012.
DOI: 10.15468/ylk61t
title: Fauna Species of Camiguin Island, Philippines

description: List of Endemic Fauna Species in Camiguin Island, Philippines
DOI: 10.5281/zenodo.17141034
title: Reactions between graphite-saturated COH and H2O-only fluids (in equilibrium with forsterite and enstatite) and various graphite-free ultramafic lithologies

description: This repository contains the output files of the reaction-path models to simulate the interaction between graphite-saturated COH and H2O-only fluids (in equilibrium with forsterite and enstatite) and various graphite-free ultramafic lithologies at 1 GPa and 700–900 °C, at variable fluid/rock ratios. The models were performed with EQ3/6, coupled with the DEW model.
DOI: 10.5281/zenodo.17141035
title: Reactions between graphite-saturated COH and H2O-only fluids (in equilibrium with forsterite and enstatite) and various graphite-free ultramafic lithologies

description: This repository contains the output files of the reaction-path models to simulate the interaction between graphite-saturated COH and H2O-only fluids (in equilibrium with forsterite and enstatite) and various graphite-free ultramafic lithologies at 1 GPa and 700–900 °C, at variable fluid/rock ratios. The models were performed with EQ3/6, coupled with the DEW model.
DOI: 10.15468/vqxnr5
title: Flora Collection in Region 1 Landscape

description: Inventory of flora collected from available literature confined in Ilocos Region (Region 1), Philippines
DOI: 10.15468/c5kf6e
title: Herpetofauna of Mt. Agad Agad

description: Our knowledge of Philippine herpetofauna is rapidly increasing. The ongoing efforts in surveying poorly understudied and unexplored areas in the country are important, as they provide extensive information in accounting for the diversity and distribution of herpetological communities in the country. These occurrence datasets include 35 species of amphibians and reptiles (10 frogs, 12 lizards, 12 snakes, and 1 turtle) based on empirical field-based data from our fieldwork in Mt. Agad-Agad in Lanao del Norte province, in southern Philippines.

Our work on the herpetofauna of Mt. Agad-Agad was also recently published in Reptiles & Amphibians Maglangit et al. 2022: Richness and distribution of reptiles and amphibians in the tropical lowland habitats of Mt. Agad-Agad, Iligan City, southern Philippines. (https://doi.org/10.17161/randa.v29i1.18130). To enhance the usability and accessibility of the dataset and augment the gaps, we provide here a substantial dataset that can be utilized in generating species distribution models and initiatives that will support the conservation and protection of Mt. Agad-Agad.
DOI: 10.15468/vrmpfn
title: Philippines National Museum Birds Collection

description: Philippines National Museum Birds Collection
DOI: 10.15468/mcw1ty
title: Negros Cave Frog Observation

description: The observed accounts on Negros Cave Frogs and their cave habitats at the Southern Cauayan Municipal Forest and Watershed Reserve was recorded last July 25, 2015
DOI: 10.15468/bs722r
title: Threatened Tree Species in the Philippines

description: Conservation priorities for Asian tree species and their genetic resources. ICRAF in the Philippines aims to support the government, communities and private sector achieve the Sustainable Development Goals (SDGs), nationally determined contributions to greenhouse gas reduction and other international and national commitments to sustainable development.
DOI: 10.15468/ptgavt
title: Makiling Biodiversity Information System (MAKIBIS)

description: Makiling Biodiversity Information System (MakiBIS) is an online portal of diverse species composition of Mt. Makiling lifted from various published materials. It serves a single repository of biodiversity species documented within MFR that allows user to readily access available information of each taxon via internet. The system shared the information globally-based on standards of Global Biodiversity Information Facility (GBIF) using Darwin Core platform, particularly the taxonomic information of the species recorded. MakiBIS is envisioned to be a prototype system that calls for an initiative to have nationwide biodiversity information system known as Philippine Biodiversity Information System (PhilBIS) through interagency and multidisciplinary partnership. The creation of a database system released in the worldwide web provides avenue among users in the world to view and appreciate the ecological importance of biodiversity in any given country.
DOI: 10.15468/nvy0u9
title: Tawi Tawi, Reef Fishes, Philippines

description: A Baseline Assessment of Reef Fishes in Mapun, Sitangkai, and Languyan, Tawi-Tawi, Philippines
DOI: 10.15468/3cqaaa
title: Fauna Collection in Region 2 Landscape

description: Inventory of fauna collected from available literature confined in Cagayan Valley Region (Region 2), Philippines
DOI: 10.15468/b95s7t
title: MMFR Zingiberaceae Botanical

description: MMFR Zingiberaceae botanical survey in the four sub-watershed's permanent monitoring plots for the purpose of species occurrence verification.
DOI: 10.15468/gq82v9
title: Flora Collection in Region 2 Landscape

description: Inventory of flora collected from available literature confined in Cagayan Valley Region (Region 2), Philippines.
DOI: 10.15468/3hddmf
title: Integrated Protected Area System of Kitanglad

description: Permanent Vegetation Plots in Integrated Protected Area System IPAS in Mt. Kitanglad Range, Malaybalay, Bukidnon
DOI: 10.15468/8u8c6j
title: Flora Collection in CAR Landscape

description: Inventory of flora collected from available literature confined in Cordillera Administrative Region, Philippines.
DOI: 10.60635/c32s5c
title: Monthly Summary_BCI, horizontal

description: Barro Colorado Island (BCI)Yearly, monthly and daily summary organized in horizontal format for seasonal and inter-year comparisonsContains interval average/maximum/minimum/variance statistics plus summary graphsLocation 9°9'42.36"N, 79°50'15.67"WParameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, soil moisture, runoff, potential evapotranspiration, wet/dry season, starting dates.Lutz catchment is a 9.73ha protected watershed on BCI. The Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m. The data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy. The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.Historical datasets can be located here: https://smithsonian.figshare.com/articles/dataset/Monthly_Summary_BCI_horizontal/10059455
DOI: 10.15468/dl.x4waqm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria angustissima",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014960-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fc5b2y
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria angustissima",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014962-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3m8996
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.76424 57.15910,13.25382 57.15910,13.25382 58.15450,10.76424 58.15450,10.76424 57.15910))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Muhlenbergia mexicana"
 ]
}

 The dataset includes 33 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014961-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60635/c3z02c
title: Monthly summary_AVA Tower

description: Barro Colorado Island, AVA tower.Yearly, monthly and daily summary Excel spreadsheet. Contains interval average/maximum/minimum/variance statistics plus summary graphsTwo Sensors: North and SouthParameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer, photosynthetically active radiation)Established in March, 2011 as part of the ForestGEO Tropical Ecology, Assessment and Monitoring (TEAM) project. The original tower was Located near the center of the island at the north west corner of the 50ha plot (9.1568°, -79.8486°). In 2018 this tower was struck by a tree fall and rendered unusable. In Feb. 2019 a new 45m tower was build close by (9.1568°, -79.8486°).Historical datasets can be located here: https://smithsonian.figshare.com/articles/dataset/Monthly_summary_AVA_Tower/10059461
DOI: 10.15468/dl.42n2sr
title: Occurrence Download

description: A dataset containing 285070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Pakistan",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 285070 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014913-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/2hc79b
title: Changes in Dengue Knowledge, Attitudes, and Practices Following Health Promotion: A Follow-Up Study in PPR Sri Pantai

description: This study is about the changes in Dengue Knowledge, Attitudes, and Practices Following Health Promotion: A Follow-Up Study in PPR Sri Pantai.
DOI: 10.60635/c3t90g
title: Monthly summary_Parque Natural Metropolitano Crane

description: Parque Natural Metropolitano (PNM) Crane Station.Data Summaries, Excel spread sheet. Provides daily, monthly and yearly summaries. Contains interval averages, maximum, minimum and variability statistics, plus graphsEstablished in 1995, the PNM canopy crane (8.994410°, - 79.543000°) is located at the North central edge of Panama City, at the eastern edge of the Parque Natural Metropolitano (Metropolitan Nature Park) and is surrounded by 80-year old, lowland semi-deciduous forest.The original crane was 42 meters tall with a radius of 51 meters. In 2021 the original crane was dismantled and replaced with a new, 68m crane in Jan. 2022. The temperature and humidity were moved to the top of the crane. An anemometer was mounted near just below the crane boom.Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer)
DOI: 10.15468/dl.jd26zf
title: Occurrence Download

description: A dataset containing 241258 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Bryophyte Databank"
 ]
}

 The dataset includes 241258 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014943-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60635/c3pg7m
title: Monthly summary_AVA Tower

description: Barro Colorado Island, AVA tower.Yearly, monthly and daily summary Excel spreadsheet. Contains interval average/maximum/minimum/variance statistics plus summary graphsTwo Sensors: North and SouthParameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer, photosynthetically active radiation)Established in March, 2011 as part of the ForestGEO Tropical Ecology, Assessment and Monitoring (TEAM) project. The original tower was Located near the center of the island at the north west corner of the 50ha plot (9.1568°, -79.8486°). In 2018 this tower was struck by a tree fall and rendered unusable. In Feb. 2019 a new 45m tower was build close by (9.1568°, -79.8486°).Historical datasets can be located here: https://smithsonian.figshare.com/articles/dataset/Monthly_summary_AVA_Tower/10059461
DOI: 10.15468/dl.nqpcv4
title: Occurrence Download

description: A dataset containing 15758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ips typographus"
 ]
}

 The dataset includes 15758 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014964-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24435/materialscloud:mg-vx
title: PET-MAD, a lightweight universal interatomic potential for advanced materials modeling

description: Machine-learning interatomic potentials (MLIPs) have greatly extended the reach of atomic-scale simulations, offering the accuracy of first-principles calculations at a fraction of the cost. Leveraging large quantum mechanical databases and expressive architectures, recent ''universal'' models deliver qualitative accuracy across the periodic table but are often biased toward low-energy configurations. We introduce PET-MAD, a generally applicable MLIP trained on a dataset combining stable inorganic and organic solids, systematically modified to enhance atomic diversity. Using a moderate but highly-consistent level of electronic-structure theory, we assess PET-MAD's accuracy on established benchmarks and advanced simulations of six materials. Despite the small training set and lightweight architecture, PET-MAD is competitive with state-of-the-art MLIPs for inorganic solids, while also being reliable for molecules, organic materials, and surfaces. It is stable and fast, enabling the near-quantitative study of thermal and quantum mechanical fluctuations, functional properties, and phase transitions out of the box. It can be efficiently fine-tuned to deliver full quantum mechanical accuracy with a minimal number of targeted calculations.
DOI: 10.15468/dl.3tyhhj
title: Occurrence Download

description: A dataset containing 546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.73698 52.82981,6.04191 52.82981,6.04191 53.09977,5.73698 53.09977,5.73698 52.82981))",
 "TaxonKey is Lutra lutra"
 ]
}

 The dataset includes 546 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014968-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uf8xh4
title: Occurrence Download

description: A dataset containing 13861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.16.8_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 13861 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014967-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avqv2p
title: Occurrence Download

description: A dataset containing 151461 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycium ferocissimum"
 ]
}

 The dataset includes 151461 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014848-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxypsq
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria caesia",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014969-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zro1yv
title: Occurrence Download

description: A dataset listing the 1273 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 },
 {
 "or" : [
 "Geometry POLYGON((-119.0918 10.83331,-84.99023 10.83331,-84.99023 33.72434,-119.0918 33.72434,-119.0918 19.31114,-119.0918 10.83331))",
 "Geometry POLYGON((-121.02539 9.27562,-83.93555 9.27562,-83.93555 36.87962,-121.02539 36.87962,-121.02539 9.27562))"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Pinus leiophylla Schiede ex Schltdl. & Cham.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 1273 records were derived from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002506-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsmeqb
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Archangiopteris somai Hayata"
 ]
}

 The dataset includes 93 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031378-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.