cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25582/data.2023-04.2796925/2343237
title: Data for EMSL Project 51287 from April 2023
DOI: 10.15468/dl.rad7jd
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus trialatus (Boeckeler) J.Kern"
 ]
}

 The dataset includes 202 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020136-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-04.2797290/2343238
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-05.2800803/2343239
title: Data for EMSL Project 51287 from May 2023
DOI: 10.15468/dl.8hxxf8
title: Occurrence Download

description: A dataset containing 27964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Thymus vulgaris L.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 1000"
 ]
}

 The dataset includes 27964 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136056-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-05.2802102/2343240
title: Data for EMSL Project 51287 from May 2023
DOI: 10.25582/data.2023-05.2800801/2343241
title: Data for EMSL Project 51287 from May 2023
DOI: 10.25582/data.2023-05.2800931/2343242
title: Data for EMSL Project 51287 from May 2023
DOI: 10.25582/data.2023-05.2799819/2343243
title: Data for EMSL Project 51287 from May 2023
DOI: 10.25582/data.2023-05.2800945/2343244
title: Data for EMSL Project 51287 from May 2023
DOI: 10.25582/data.2023-04.2796797/2343245
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-05.2800276/2343246
title: Data for EMSL Project 51287 from May 2023
DOI: 10.25582/data.2023-05.2799945/2343247
title: Data for EMSL Project 51287 from May 2023
DOI: 10.25582/data.2023-05.2800414/2343248
title: Data for EMSL Project 51287 from May 2023
DOI: 10.25582/data.2023-05.2799403/2343249
title: Data for EMSL Project 51287 from May 2023
DOI: 10.25582/data.2023-04.2796630/2343250
title: Data for EMSL Project 51287 from April 2023
DOI: 10.15468/dl.38my7k
title: Occurrence Download

description: A dataset listing the 3446819 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 3446819 records were derived from 44695 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0334494-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16942676
title: Laser-Initiated Covalent Functionalization of Graphene using Perfluorophenylazides with Local Addend-Binding Control

description: Raw and processed data for the publication "Laser-Initiated Covalent Functionalization of Graphene using Perfluorophenylazides with Local Addend-Binding Control" published in PHYSICA STATUS SOLIDI B.
DOI: 10.5281/zenodo.16942677
title: Laser-Initiated Covalent Functionalization of Graphene using Perfluorophenylazides with Local Addend-Binding Control

description: Raw and processed data for the publication "Laser-Initiated Covalent Functionalization of Graphene using Perfluorophenylazides with Local Addend-Binding Control" published in PHYSICA STATUS SOLIDI B.
DOI: 10.21227/qhap-2206
title: "Viseme Dataset (The complete dataset will be uploaded after acceptance)"

description: "Visemes are critical units used for visual speech processing"
DOI: 10.15468/dl.jkqxuv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Microsynodontis nannoculus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044913-250827131500795/datasets/export for details.
DOI: 10.15468/dl.6rewxd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora caerulea",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044912-250827131500795/datasets/export for details.
DOI: 10.15468/dl.3q39yd
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chrysocolaptes haematribon",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 54 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044914-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13005654
title: e-IPO Indonesia Data - Investment
DOI: 10.15468/dl.yba95p
title: Occurrence Download

description: A dataset containing 6988 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhopalostylis sapida"
 ]
}

 The dataset includes 6988 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044910-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vnjvj
title: Occurrence Download

description: A dataset containing 80834 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 1986"
 ]
}

 The dataset includes 80834 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044885-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17083972
title: Atmospheric Thermodynamic and Hydrometeor Profiles Using a Thermodynamic-Constrained Kalman Filter 1D-Var Framework Based on Ground-based Microwave Radiometer

description: Ground-based microwave radiometers (GMWRs) provide continuous thermodynamic profiling but suffer from degraded accuracy under cloudy and precipitating conditions when using classical one-dimensional variational (1D-Var) retrievals. To address this, we develop a thermodynamic-constrained Kalman filter variational framework (TCKF1D-Var) that enforces moist-thermodynamic consistency through the use of virtual potential temperature as the control variable, employs a ratio-based cost function independent of prescribed background and observation error covariances, and integrates a diagnostic microphysics closure to represent liquid and ice water. Validation over 43 GMWR sites in North China, including seven with collocated radiosondes, shows that TCKF1D-Var systematically reduces temperature and humidity biases relative to ERA5 and 1D-Var, with the largest improvements above 2 km for temperature and below 5.5 km for humidity. Temperature root-mean-square errors remain comparable to ERA5 and lower than 1D-Var below 8.5 km, while humidity errors are improved near the surface though degraded in the mid-troposphere due to vertical-resolution mismatch and channel cross-talk. Evaluation against collocated EarthCARE cloud liquid water content profiles demonstrates that TCKF1D-Var yields the lowest biases and errors and best reproduces observed distributions, confirming the benefit of the microphysics constraint. Case analyses of short-duration heavy rainfall further show that TCKF1D-Var enhances precursor signals of convection, extending the effective lead time for early warning relative to ERA5 and substantially outperforming 1D-Var. These results highlight the value of embedding physical constraints and microphysical closure within GMWR retrievals, offering a practical pathway to improve continuous thermodynamic monitoring and support high-impact weather nowcasting.
DOI: 10.5281/zenodo.17083973
title: Atmospheric Thermodynamic and Hydrometeor Profiles Using a Thermodynamic-Constrained Kalman Filter 1D-Var Framework Based on Ground-based Microwave Radiometer

description: Ground-based microwave radiometers (GMWRs) provide continuous thermodynamic profiling but suffer from degraded accuracy under cloudy and precipitating conditions when using classical one-dimensional variational (1D-Var) retrievals. To address this, we develop a thermodynamic-constrained Kalman filter variational framework (TCKF1D-Var) that enforces moist-thermodynamic consistency through the use of virtual potential temperature as the control variable, employs a ratio-based cost function independent of prescribed background and observation error covariances, and integrates a diagnostic microphysics closure to represent liquid and ice water. Validation over 43 GMWR sites in North China, including seven with collocated radiosondes, shows that TCKF1D-Var systematically reduces temperature and humidity biases relative to ERA5 and 1D-Var, with the largest improvements above 2 km for temperature and below 5.5 km for humidity. Temperature root-mean-square errors remain comparable to ERA5 and lower than 1D-Var below 8.5 km, while humidity errors are improved near the surface though degraded in the mid-troposphere due to vertical-resolution mismatch and channel cross-talk. Evaluation against collocated EarthCARE cloud liquid water content profiles demonstrates that TCKF1D-Var yields the lowest biases and errors and best reproduces observed distributions, confirming the benefit of the microphysics constraint. Case analyses of short-duration heavy rainfall further show that TCKF1D-Var enhances precursor signals of convection, extending the effective lead time for early warning relative to ERA5 and substantially outperforming 1D-Var. These results highlight the value of embedding physical constraints and microphysical closure within GMWR retrievals, offering a practical pathway to improve continuous thermodynamic monitoring and support high-impact weather nowcasting.
DOI: 10.6084/m9.figshare.30084163
title: code and data.zip

description: Segmenting urban street networks is critical in urban planning, transportation studies, and geographic information science. The existing methods, commonly relying on administrative boundaries or network connectivity, cannot fully capture the visual and morphological nuances inherent in street design, resulting in segments that diverge from human intuitive perceptions of neighborhoods and typical street morphological patterns. Spurred by this limitation, this study introduces a novel morphology-based segmentation method for urban street networks using Graph Neural Networks (GNNs). Specifically, the proposed approach represents urban street networks as a rook-graph, where nodes are street blocks and edges are adjacencies. Based on the street-block graph representation, nine morphological features of street blocks are extracted. Furthermore, a model architecture based on a weighted Graph Attention Network (weighted-GAT) with spatial-morphological constraints is designed. Finally, six typical morphological pattern samples are collected through OpenStreetMap. In the proposed method, the segmentation problem is converted to the classification of nodes into these categories using the weighted-GAT model. The results demonstrate that the developed approach outperforms current machine learning and unsupervised segmentation methods, achieving block-level classification accuracy of 0.91±0.01 on the Austin dataset. Quantitative comparisons against unsupervised baselines demonstrate overall superior segment coherence (normalized inequality = 0.0466; average nearest-neighbor distance = 0.0788). This study highlights the potential of weighted-GATs for urban street network segmentation, providing a more effective tool for urban analysis and planning by considering both morphological and spatial street features.
DOI: 10.6084/m9.figshare.30084163.v1
title: code and data.zip

description: Segmenting urban street networks is critical in urban planning, transportation studies, and geographic information science. The existing methods, commonly relying on administrative boundaries or network connectivity, cannot fully capture the visual and morphological nuances inherent in street design, resulting in segments that diverge from human intuitive perceptions of neighborhoods and typical street morphological patterns. Spurred by this limitation, this study introduces a novel morphology-based segmentation method for urban street networks using Graph Neural Networks (GNNs). Specifically, the proposed approach represents urban street networks as a rook-graph, where nodes are street blocks and edges are adjacencies. Based on the street-block graph representation, nine morphological features of street blocks are extracted. Furthermore, a model architecture based on a weighted Graph Attention Network (weighted-GAT) with spatial-morphological constraints is designed. Finally, six typical morphological pattern samples are collected through OpenStreetMap. In the proposed method, the segmentation problem is converted to the classification of nodes into these categories using the weighted-GAT model. The results demonstrate that the developed approach outperforms current machine learning and unsupervised segmentation methods, achieving block-level classification accuracy of 0.91±0.01 on the Austin dataset. Quantitative comparisons against unsupervised baselines demonstrate overall superior segment coherence (normalized inequality = 0.0466; average nearest-neighbor distance = 0.0788). This study highlights the potential of weighted-GATs for urban street network segmentation, providing a more effective tool for urban analysis and planning by considering both morphological and spatial street features.
DOI: 10.5281/zenodo.17083851
title: Dataset of Paper "CNN-Based Estimation of Series Resistance in Photovoltaic Cells from Electroluminescence Images with Application to Output Power Prediction"

description: Article still in publication process.

Modification of previous published dataset with new labels related to the resistance-series value of the IV Curve
DOI: 10.5281/zenodo.17083852
title: Dataset of Paper "CNN-Based Estimation of Series Resistance in Photovoltaic Cells from Electroluminescence Images with Application to Output Power Prediction"

description: Article still in publication process.

Modification of previous published dataset with new labels related to the resistance-series value of the IV Curve
DOI: 10.20348/storedb/1228/1347
title: Modelling the impact of building materials and water use on indoor radon concentration
title: Radonorm Technical Report Modelling the impact of building materials and water use on indoor radon concentration

description: This study numerically assessed the contribution of secondary sources—building materials and water—to indoor radon concentrations using the MATHIS-QAI model. A meta-analysis established typical radon levels from soil, materials, and water, which were then integrated into a sensitivity analysis across five radon potential levels. Results showed that secondary sources can significantly influence indoor radon under low soil radon conditions if their own potentials are elevated. In contrast, soil remains the dominant source when its radon potential is high, especially due to direct contact with building foundations. Multi-zone modeling revealed that on upper floors, materials and water may surpass soil gas as primary contributors. The model provides a valuable framework for evaluating radon mitigation strategies. However, limitations include fixed transfer parameters and lack of building-specific variability.
description: Technical report on modelling the impact of radon in building materials and water in buildings
DOI: 10.6084/m9.figshare.30084178
title: Supplementary Table S1~ S5

description: Supplementary Table S1~ S5
DOI: 10.6084/m9.figshare.30084178.v1
title: Supplementary Table S1~ S5

description: Supplementary Table S1~ S5
DOI: 10.15468/dl.eh7dvb
title: Occurrence Download

description: A dataset containing 131337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lolium multiflorum"
 ]
}

 The dataset includes 131337 records from 1779 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044852-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y27dtp
title: Occurrence Download

description: A dataset containing 625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Pocillopora damicornis (Linnaeus, 1758)",
 "Year 1980-2023"
 ]
}

 The dataset includes 625 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140286-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nixrul
title: Occurrence Download

description: A dataset containing 2833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vireo bellii Audubon, 1844",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2833 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004224-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tavdvv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "Geometry POLYGON((-84.35818 9.98348,-84.10892 9.98348,-84.10892 10.19497,-84.35818 10.19497,-84.35818 9.98348))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tapirus bairdii (Gill, 1865)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013147-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skb5de
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "Country is India",
 "TaxonKey is Intsia bijuga (Colebr.) Kuntze",
 "Year 2000-2023"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140288-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dg4t6v
title: Occurrence Download

description: A dataset containing 38031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 {
 "or" : [
 "TaxonKey is Securinega tinctoria (L.) Rothm.",
 "TaxonKey is Limonium sinuatum (L.) Mill.",
 "TaxonKey is Limonium vulgare Mill.",
 "TaxonKey is Suaeda maritima (L.) Dumort.",
 "TaxonKey is Krascheninnikovia ceratoides (L.) Gueldenst.",
 "TaxonKey is Sarcocornia fruticosa (L.) A.J.Scott",
 "TaxonKey is Sarcocornia perennis (Mill.) A.J.Scott",
 "TaxonKey is Salsola soda L.",
 "TaxonKey is Arthrocnemum Moq.",
 "TaxonKey is Glinus lotoides L.",
 "TaxonKey is Myosoton aquaticum (L.) Moench",
 "TaxonKey is Saponaria officinalis L.",
 "TaxonKey is Moehringia lateriflora (L.) Fenzl",
 "TaxonKey is Sagina nodosa (L.) Fenzl",
 "TaxonKey is Dianthus armeria L.",
 "TaxonKey is Cerastium dubium (Bastard) Guépin",
 "TaxonKey is Honckenya peploides (L.) Ehrh.",
 "TaxonKey is Lychnis flos-cuculi L.",
 "TaxonKey is Lychnis alpina L.",
 "TaxonKey is Boerhavia repens L.",
 "TaxonKey is Pericallis appendiculata (L.fil.) B.Nord.",
 "TaxonKey is Pericallis hansenii (G.Kunkel) Sunding",
 "TaxonKey is Pericallis multiflora (L'Hér.) Webb & Berthel.",
 "TaxonKey is Petasites paradoxus (Retz.) Baumg.",
 "TaxonKey is Bombycilaena discolor (Pers.) M.Laínz",
 "TaxonKey is Inula crithmoides L.",
 "TaxonKey is Jasonia glutinosa (L.) DC.",
 "TaxonKey is Picris hispanica (Willd.) P.D.Sell",
 "TaxonKey is Aster L.",
 "TaxonKey is Onopordum L.",
 "TaxonKey is Pulicaria canariensis Bolle",
 "TaxonKey is Pulicaria burchardii Hutch.",
 "TaxonKey is Cheirolophus ghomerythus (Svent.) Holub",
 "TaxonKey is Cheirolophus teydis (C.Sm.) G.López",
 "TaxonKey is Cheirolophus massonianus (Lowe) O.E.Erikss., A.Hansen & Sunding",
 "TaxonKey is Cheirolophus sventenii (A.Santos) G.Kunkel",
 "TaxonKey is Cheirolophus webbianus (Sch.Bip.) Holub",
 "TaxonKey is Cheirolophus satarataensis (Svent.) Holub",
 "TaxonKey is Cheirolophus crassifolius (Bertol.) Susanna",
 "TaxonKey is Palaeocyanus crassifolius (Bertol.) Dostál"
 ]
 }
 ]
}

 The dataset includes 38031 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004224-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kx5w8r
title: Occurrence Download

description: A dataset containing 662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Ursus americanus Pallas, 1780"
 ]
}

 The dataset includes 662 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013143-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kt733z
title: Occurrence Download

description: A dataset containing 75627 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clinopodium acinos (L.) Kuntze"
 ]
}

 The dataset includes 75627 records from 729 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140290-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsrqwx
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemiboea fangii Chun ex Z.Y.Li",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004224-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7bzve
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euconchoecia chierchiae Müller G.W., 1890"
 ]
}

 The dataset includes 53 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007104-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.