cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17876/musewide/dr.1/06933
title: Object GUO_ID 6933 in candels-cdfs-09

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06934
title: Object GUO_ID 6934 in candels-cdfs-18

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.5281/zenodo.15745263
title: Geospatial Datasets and Hazard Assessment of Flood and Landslide Events in the Northern Peloponnese, Greece

description: This archive comprises shapefile datasets accompanied by metadata documenting flood and landslide events within the drainage basins of the Peneus, Xerias, Glafkos (landslides only), and Phoenix (floods only) rivers, as well as within the counties of Aigio and Derveni (landslides only) in the northern Peloponnese, Greece. In addition, the archive includes flood hazard and landslide hazard assessment maps in .tiff file type.
DOI: 10.17876/musewide/dr.1/06936
title: Object GUO_ID 6936 in candels-cdfs-22

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06939
title: Object GUO_ID 6939 in candels-cdfs-17

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06940
title: Object GUO_ID 6940 in candels-cdfs-16

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06941
title: Object GUO_ID 6941 in candels-cdfs-18

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06943
title: Object GUO_ID 6943 in candels-cdfs-14

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06944
title: Object GUO_ID 6944 in candels-cdfs-14

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06946
title: Object GUO_ID 6946 in candels-cdfs-17

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06947
title: Object GUO_ID 6947 in candels-cdfs-18

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06948
title: Object GUO_ID 6948 in candels-cdfs-18

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06950
title: Object GUO_ID 6950 in candels-cdfs-17

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06951
title: Object GUO_ID 6951 in candels-cdfs-16

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06954
title: Object GUO_ID 6954 in candels-cdfs-14

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06955
title: Object GUO_ID 6955 in candels-cdfs-17

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06956
title: Object GUO_ID 6956 in candels-cdfs-16

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06957
title: Object GUO_ID 6957 in candels-cdfs-04

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06958
title: Object GUO_ID 6958 in candels-cdfs-09

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06959
title: Object GUO_ID 6959 in candels-cdfs-09

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06960
title: Object GUO_ID 6960 in candels-cdfs-17

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06964
title: Object GUO_ID 6964 in candels-cdfs-19

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.15468/dl.ufeuzd
title: Occurrence Download

description: A dataset containing 4251 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urocyon littoralis"
 ]
}

 The dataset includes 4251 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012101-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17876/musewide/dr.1/06966
title: Object GUO_ID 6966 in candels-cdfs-09

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06967
title: Object GUO_ID 6967 in candels-cdfs-03

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06969
title: Object GUO_ID 6969 in candels-cdfs-22

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06971
title: Object GUO_ID 6971 in candels-cdfs-16

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06972
title: Object GUO_ID 6972 in candels-cdfs-14

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06973
title: Object GUO_ID 6973 in candels-cdfs-18

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06974
title: Object GUO_ID 6974 in candels-cdfs-09

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.15468/dl.w9zhsf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Longiculter siahi)",
 "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/0012102-250914085247600/datasets/export for details.
DOI: 10.17876/musewide/dr.1/06975
title: Object GUO_ID 6975 in candels-cdfs-22

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06979
title: Object GUO_ID 6979 in candels-cdfs-14

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06982
title: Object GUO_ID 6982 in candels-cdfs-22

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06983
title: Object GUO_ID 6983 in candels-cdfs-04

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.17876/musewide/dr.1/06985
title: Object GUO_ID 6985 in candels-cdfs-03

description: A spectrum of the MUSE-Wide survey DR1 photometric catalog.
DOI: 10.5281/zenodo.14717424
title: An improved GRASP method for the Multiple Row Equal Facility Layout Problem
DOI: 10.5281/zenodo.14717425
title: An improved GRASP method for the Multiple Row Equal Facility Layout Problem
DOI: 10.5281/zenodo.14717426
title: Enceladus High Frequency Induction Data

description: The data set used to create figures for the analysis of Enceladus high frequency induction.
DOI: 10.5281/zenodo.14717427
title: Enceladus High Frequency Induction Data

description: The data set used to create figures for the analysis of Enceladus high frequency induction.
DOI: 10.15468/dl.3aqg6z
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Selaginella subcordata A.Braun ex Kuhn"
 ]
}

 The dataset includes 66 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0413710-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1125033
title: Data from a Historic Landscape Study and Setting Recording at Radstone, Northamptonshire, 2020 (HS2 Phase One)

description: This collection comprises of site photographs, photogrammetry, drone videos, GIS data and reports from a historic landscape study and setting recording of assets commissioned by Fusion and undertaken by Wardell Armstrong at Radstone, Northamptonshire during January 2020.
DOI: 10.15468/dl.vnx9mp
title: Occurrence Download

description: A dataset containing 19508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Calyptorhynchus lathami (Temminck, 1807)",
 "Year 2015-2025"
 ]
}

 The dataset includes 19508 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001107-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnmkce
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Salvia hispanica L."
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001108-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14717458
title: Datasets of "Machine Learning Reveals the Contrasting Roles of Rainfall and Canopy Metrics on the Formation of Canopy Drip and Splash Throughfall"

description: This dataset comprises raindrop data and metrics related to canopy structures and applied rainfall collected at the large-scale rainfall simulator at the National Research Institute for Earth Science and Disaster Resilience (NIED) in 2016. Detailed information regarding this study is available in Nanko et al. (accepted, Journal of Geophysical Research: Biogeosciences).

 

#### Contents

`metrics.zip`



`metrics_treeTrait.csv`: Contains metrics of tree traits.

`metrics_localCrown.csv`: Contains metrics of local crown structures measured at the laser disdrometer.


`raindrop1 – {foliation}_{tree}.zip`

Files include timestamped data from the rainfall simulation, detailing the diameter and velocity of each raindrop measured by the laser disdrometer. Each file is named as: `RD1_EachDrop[{foliation}_{disdrometer location}_{rain rate setting}].csv`.

`raindrop2.zip`

This archive includes aggregated data collected every minute. The metrics provided are the number of drops, Rainfall amount (mm), Rain rate (mm/h), Kinetic energy (J/m²), Normalized kinetic energy by rain amount (J/m²/mm), Drop diameter at specific cumulative drop volume percentiles (0%, 10%, 25%, 50%, 75%, 90%, 100%), Drop count in each 0.1-mm diameter class, and Rainfall amount in each 0.1-mm diameter class.

Files are named as: `RD2_Aggr01min[{foliation}_{disdrometer location}_{rain rate setting}].csv`.

`raindrop5.zip`

This file provides throughfall (TF) partitioning results into splash throughfall (SP), canopy drip (DR), and free throughfall (FR), which are recorded every minute. Included data are: Rainfall amount of OP and TF, Number of drops for OP and TF, D50_OP and DMax_OP, Volume fraction of TF (p),  Weibull parameters, DMax_SP, fSP, fDR, fFR, Rainfall amount for SP, DR, and FR, Drop diameter of DR and SP at specific cumulative drop volume percentiles (0%, 10%, 25%, 50%, 75%, 90%, 100%), Rainfall amount of SP, FR, and DR in each 0.1-mm diameter class.

Files are named as: `RD5_TFpart01min[{foliation}_{disdrometer location}_{rain rate setting}].csv`.

`data_RF.zip`

Contains data and results from random forest modeling.



`dataset_02min.txt`: Source dataset for 2-minute interval modeling.

`relativeImportance.txt`: Variable importance from the random forest model.

`partialDependence.txt`: Partial dependence plots from the model.
DOI: 10.5281/zenodo.14717459
title: Datasets of "Machine Learning Reveals the Contrasting Roles of Rainfall and Canopy Metrics on the Formation of Canopy Drip and Splash Throughfall"

description: This dataset comprises raindrop data and metrics related to canopy structures and applied rainfall collected at the large-scale rainfall simulator at the National Research Institute for Earth Science and Disaster Resilience (NIED) in 2016. Detailed information regarding this study is available in Nanko et al. (accepted, Journal of Geophysical Research: Biogeosciences).

 

#### Contents

`metrics.zip`



`metrics_treeTrait.csv`: Contains metrics of tree traits.

`metrics_localCrown.csv`: Contains metrics of local crown structures measured at the laser disdrometer.


`raindrop1 – {foliation}_{tree}.zip`

Files include timestamped data from the rainfall simulation, detailing the diameter and velocity of each raindrop measured by the laser disdrometer. Each file is named as: `RD1_EachDrop[{foliation}_{disdrometer location}_{rain rate setting}].csv`.

`raindrop2.zip`

This archive includes aggregated data collected every minute. The metrics provided are the number of drops, Rainfall amount (mm), Rain rate (mm/h), Kinetic energy (J/m²), Normalized kinetic energy by rain amount (J/m²/mm), Drop diameter at specific cumulative drop volume percentiles (0%, 10%, 25%, 50%, 75%, 90%, 100%), Drop count in each 0.1-mm diameter class, and Rainfall amount in each 0.1-mm diameter class.

Files are named as: `RD2_Aggr01min[{foliation}_{disdrometer location}_{rain rate setting}].csv`.

`raindrop5.zip`

This file provides throughfall (TF) partitioning results into splash throughfall (SP), canopy drip (DR), and free throughfall (FR), which are recorded every minute. Included data are: Rainfall amount of OP and TF, Number of drops for OP and TF, D50_OP and DMax_OP, Volume fraction of TF (p),  Weibull parameters, DMax_SP, fSP, fDR, fFR, Rainfall amount for SP, DR, and FR, Drop diameter of DR and SP at specific cumulative drop volume percentiles (0%, 10%, 25%, 50%, 75%, 90%, 100%), Rainfall amount of SP, FR, and DR in each 0.1-mm diameter class.

Files are named as: `RD5_TFpart01min[{foliation}_{disdrometer location}_{rain rate setting}].csv`.

`data_RF.zip`

Contains data and results from random forest modeling.



`dataset_02min.txt`: Source dataset for 2-minute interval modeling.

`relativeImportance.txt`: Variable importance from the random forest model.

`partialDependence.txt`: Partial dependence plots from the model.
DOI: 10.5519/qd.a2lqe7ht
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1460 records)
DOI: 10.6084/m9.figshare.28113869
title: Robustness of global ecological networks mediated by modularity and asymmetry

description: One of the major challenges in ecology is to characterize the architecture of bipartite ecological networks and understand how this architecture influences the robustness and resilience of the networks against species loss. To address this challenge, we employed a comprehensive dataset comprising 462 mutualistic networks (fruit-frugivore, plant-pollinator) and 287 antagonistic networks (prey-predator, host-parasite). Although we failed to distinguish between antagonistic and mutualistic networks based on structural metrics, fruit-frugivore networks did display some distinct features compared to other bipartite networks. Regardless of interaction ecology, web asymmetry contributes significantly to maintaining strong ecological interactions in the face of disruptions. In contrast, modularity, specialization asymmetry, and asymmetric specialization reduce overall network robustness. Ultimately, modularity and asymmetry interact synergistically to shape global ecological networks and alter their resilience against external pressures, such as environmental changes or species loss.
DOI: 10.6084/m9.figshare.28113869.v2
title: Robustness of global ecological networks mediated by modularity and asymmetry

description: One of the major challenges in ecology is to characterize the architecture of bipartite ecological networks and understand how this architecture influences the robustness and resilience of the networks against species loss. To address this challenge, we employed a comprehensive dataset comprising 462 mutualistic networks (fruit-frugivore, plant-pollinator) and 287 antagonistic networks (prey-predator, host-parasite). Although we failed to distinguish between antagonistic and mutualistic networks based on structural metrics, fruit-frugivore networks did display some distinct features compared to other bipartite networks. Regardless of interaction ecology, web asymmetry contributes significantly to maintaining strong ecological interactions in the face of disruptions. In contrast, modularity, specialization asymmetry, and asymmetric specialization reduce overall network robustness. Ultimately, modularity and asymmetry interact synergistically to shape global ecological networks and alter their resilience against external pressures, such as environmental changes or species loss.
DOI: 10.6084/m9.figshare.28113869.v1
title: Robustness of global ecological networks mediated by modularity and asymmetry

description: One of the major challenges in ecology is to characterize the architecture of bipartite ecological networks and understand how this architecture influences the robustness and resilience of the networks against species loss. To address this challenge, we employed a comprehensive dataset of 462 mutualistic networks (fruit-frugivore, plant-pollinator) and 287 antagonistic networks (prey-predator, host-parasite). Although we failed to distinguish between antagonistic and mutualistic networks based on structural metrics, fruit-frugivore networks did display some distinct features compared to other bipartite networks. Regardless of interaction ecology, modularity, asymmetric specialization, and specialization asymmetry reduce overall network robustness. In contrast, web asymmetry contributes significantly to maintaining strong ecological interactions in the face of disruptions. Ultimately, modularity and asymmetry work in synergy to modify global ecological networks and alter their resilience against external pressures such as environmental changes or species loss.
DOI: 10.15468/dl.tgfyte
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Hungary",
 "TaxonKey is Cupressus arizonica Greene"
 ]
}

 The dataset includes 20 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001109-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14715543
title: Early Education on Fragile ground
DOI: 10.5284/1125877
title: Silchester: The Landscape Setting of the Iron Age Oppidum and Roman City

description: This collection comprises spreadsheet and report data from environmental sampling and analysis work as part of the Silchester: The Landscape Setting of the Iron Age Oppidum and Roman City project. The work was undertaken from 2015 to 2020 and relates to a monograph of the same name published by Oxbow Books in 2025.
DOI: 10.15468/dl.7tchjb
title: Occurrence Download

description: A dataset containing 6066 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-168.04688 -60.19069,-27.42188 -60.19069,-27.42188 78.36936,-168.04688 78.36936,-168.04688 -60.19069))",
 "Geometry POLYGON((4.21875 -38.78406,54.84376 -38.78406,54.84376 -3.81497,4.21875 -3.81497,4.21875 -38.78406))",
 "Geometry POLYGON((105.46875 -54.5147,182.8125 -54.5147,182.8125 -5.51758,105.46875 -5.51758,105.46875 -54.5147))",
 "Geometry POLYGON((72.94922 3.7793,150.46875 8.45607,146.60156 57.041,66.44531 34.89258,72.94922 3.7793))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Iris pseudacorus L.",
 "Year 1970-2022"
 ]
}

 The dataset includes 6066 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248309-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksvrrh
title: Occurrence Download

description: A dataset containing 12790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-29.88281 21.33543,62.57813 21.33543,64.86328 53.56934,87.71487 49.2627,91.49414 52.69043,87.53906 61.56738,81.5625 66.92871,70.83984 78.06885,-29.88281 75.85725,-29.88281 21.33543))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Iris pseudacorus L.",
 "Year 1970-2022"
 ]
}

 The dataset includes 12790 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248282-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b33yfu
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Metasequoia glyptostroboides H.H.Hu & W.C.Cheng"
 ]
}

 The dataset includes 160 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001111-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kepgg
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Cinnamomum verum J.Presl"
 ]
}

 The dataset includes 186 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001112-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgw2wv
title: Occurrence Download

description: A dataset containing 2001 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Juniperus squamata Buch.-Ham. ex D.Don"
 ]
}

 The dataset includes 2001 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001115-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/qgkozp
title: Potencjał roślin stosowanych w polskim tradycyjnym ziołolecznictwie - właściwości przeciwnowotworowe

description: Plants traditionally used for centuries in herbal medicine and growing in Poland can be a good source of bioactive substances. However, their potential is not fully exploited, as they have not been thoroughly studied in terms of efficacy, safety and mechanisms of action. The plant extracts selected during XTT analysis [aqueous, at a concentration of 200 ug/mL] was tested in an in vitro model of con normal cells (CCD841 CoTr cell line). May-Grunwald-Giemsa method staining was performed. This dataset contains microscopic images obtained after staining.