cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pakvwp
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Egeria densa"
 ]
}

 The dataset includes 180 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014838-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14284/777
title: Harmonized spectral analysis for environmentally weathered plastic

description: Understanding the degradation of marine plastics is critical for assessing their environmental impact. This process requires standardization to enable interoperability and comparability of data. The goal of this study was to evaluate how spectral preprocessing, particularly baseline correction, influences the comparability of carbonyl index (CI) values across laboratories analyzing marine micro- and mesoplastics. Among the tested methods, the fillpeaks baseline correction provided the highest consistency and inter-laboratory correlation (0.82), supporting its use as a standard for environmental CI determination. Our results demonstrate that CI values derived from differently processed spectra are not directly comparable, highlighting the need for harmonized analytical protocols.
DOI: 10.6084/m9.figshare.6233357
title: Supplement 1

description: supplementary figures S1-S9
DOI: 10.6084/m9.figshare.6233357.v2
title: Supplement 1

description: supplementary figures S1-S9
DOI: 10.15468/dl.nyueah
title: Occurrence Download

description: A dataset containing 5729 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is New data on limno-terrestrial rotifers of the world"
 ]
}

 The dataset includes 5729 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014839-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crw9xp
title: Occurrence Download

description: A dataset containing 597 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fimbristylis acuminata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 597 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014840-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctvph5
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lecanora hypopta",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 48 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014842-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2akbhp
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceratopyxis verbenacea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014843-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugua28
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laimosemion uatuman",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014844-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.5938969.v2
title: Supplement 1.pdf

description: Supplementary information
DOI: 10.6084/m9.figshare.5938969.v3
title: Supplement 1.pdf

description: Supplementary information
DOI: 10.15454/5mozkj
title: Metametha dataset: N dynamics during a 3-year crop rotation fertilized with digestates and cattle effluents

description: Comparison of N fluxes (N2O, NH3, NO3 …) between 5 fertilization managements: livestock effluents, digestates and mineral nitrogen. This dataset was collected as part of Metametha project, funded by the Centre-Val de Loire region and ADEME. Over a three-year period (2017, 2018, and 2019), measurements were conducted in soil, water, and air on wheat and rapeseed plots. These plots were fertilized using various inputs: cattle slurry, cattle manure, raw digestates, solid and liquid treated digestates, and mineral nitrogen. Link to the experimental site description: SOERE PRO MétaMétha
DOI: 10.15468/dl.ehrq87
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Eichhornia crassipes"
 ]
}

 The dataset includes 159 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014845-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwm764
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turbinicarpus alonsoi",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 40 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014846-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18629976
title: Linking structural traits, growth dynamics, and urban context to understand large urban tree distribution (Strasbourg, France): Research Data.

description: Description: This repository contains the datasets used to analyze the spatial distribution and 60-year growth trajectories of Large Urban Trees (LUTs) in Strasbourg, France (78 km²). The data were generated by integrating historical Digital Surface Models (DSMs) from 1966 to 2021 with airborne LiDAR and public tree inventories.

The data are organized into two main files:

1. Strasbourg All Trees Map (strasbourg_all_trees_map.gpkg)

This dataset provides a comprehensive spatial inventory of the urban forest across Strasbourg after Random Forest classification.





Content: 219,064 individual trees.




Key Variables: * tree_id: Unique identifier from the public inventory.





height_m: Tree height in meters derived from the 2021 LiDAR.




tree_type: Classification into Large Tree or Others.




land_use: Urban context (e.g., parks, water-channel, streets).





2. Strasbourg Tree Trajectories (strasbourg_tree_trajectories.gpkg)

This dataset focuses on 2,006 trees for which historical height evolution was reconstructed over six decades (1966–2021). It includes the results of the polynomial regression analysis used to define life-history trajectories.





Content: 2,006 trees with long-term height tracking.




Key Variables:





trajectory_shape: Growth curve labels (e.g., stable_constant, increase_constant, increase_concave/convex).




coef_order_1 & p_val_order_1: First-order coefficient (linear slope) and its significance.




coef_order_2 & p_val_order_2: Second-order coefficient (polynomial curvature) and its significance.




year_start / year_end: Temporal range analyzed.




tree_type: Classification into Large Tree or Others.




land_use: Urban context (e.g., parks, water-channel, streets).
DOI: 10.5281/zenodo.18629975
title: Linking structural traits, growth dynamics, and urban context to understand large urban tree distribution (Strasbourg, France): Research Data.

description: Description: This repository contains the datasets used to analyze the spatial distribution and 60-year growth trajectories of Large Urban Trees (LUTs) in Strasbourg, France (78 km²). The data were generated by integrating historical Digital Surface Models (DSMs) from 1966 to 2021 with airborne LiDAR and public tree inventories.

The data are organized into two main files:

1. Strasbourg All Trees Map (strasbourg_all_trees_map.gpkg)

This dataset provides a comprehensive spatial inventory of the urban forest across Strasbourg after Random Forest classification.





Content: 219,064 individual trees.




Key Variables: * tree_id: Unique identifier from the public inventory.





height_m: Tree height in meters derived from the 2021 LiDAR.




tree_type: Classification into Large Tree or Others.




land_use: Urban context (e.g., parks, water-channel, streets).





2. Strasbourg Tree Trajectories (strasbourg_tree_trajectories.gpkg)

This dataset focuses on 2,006 trees for which historical height evolution was reconstructed over six decades (1966–2021). It includes the results of the polynomial regression analysis used to define life-history trajectories.





Content: 2,006 trees with long-term height tracking.




Key Variables:





trajectory_shape: Growth curve labels (e.g., stable_constant, increase_constant, increase_concave/convex).




coef_order_1 & p_val_order_1: First-order coefficient (linear slope) and its significance.




coef_order_2 & p_val_order_2: Second-order coefficient (polynomial curvature) and its significance.




year_start / year_end: Temporal range analyzed.




tree_type: Classification into Large Tree or Others.




land_use: Urban context (e.g., parks, water-channel, streets).
DOI: 10.15128/r1bc386j31p
title: In Situ Monitoring of Lipid Removal from Contaminated Model Fabric Films [dataset]

description: The removal of contaminating soils from clothing is an intensive process requiring large quantities of energy and water. Reducing this environmental impact through more effective detergent formulations is a fundamental challenge in the home and personal care industry. Effective development of improved formulations will require a greater understanding of the interactions between soil, fabric, and cleaning formulations. However, in situ monitoring of soil removal during the wash process is extremely challenging. We report a method to study these interactions on model fabric surfaces using FTIR-ATR spectroscopy under flow conditions. By employing derivatives of lipids commonly found on soiled garments specifically labelled with IR-active groups, the removal of individual components of lipid soil from the surface can be monitored, allowing the investigation of stain removal at a chemical level. We find that fatty acids are selectively removed from mixed lipid films under surfactant flow, whereas triglycerides are difficult to remove using surfactants alone. Furthermore, by employing multiple infrared active labels, we are able to track up to three distinct chemical species simultaneously. We anticipate this technique will allow for the development of formulations enabling the targeted removal of the most stubborn contaminants found on fabric surfaces, enabling the development of more efficient and sustainable cleaning formulations.
description: FTIR analysis: Data were processed using MATLAB. Briefly, individual spectra were collated, truncated between 3000 and 2000 cm[^-1], then smoothed and background subtracted using the “backcor” function, which estimates the polynomial baseline of a spectrum by minimising a cost function. The bands attributed to the CH, CD and azide functionalities were then integrated and plotted relative to the maximum value for each peak, typically the first data point in the series. Experiments were repeated three times; error bars represent the standard deviation of the mean. Code is provided in the supplementary information. Raman Spectra were recorded on a Horiba LabRam-HR using a 50x LWD objective using a 532 nm laser. Raman spectra of bulk materials were obtained on a silicon substrate. Films were prepared on FTIR ATR crystals and analysed before/after flow cell experiments. Data were corrected by subtraction of a dark reference to remove hot pixels, followed by scaling to a white reference from a black-body source to correct for differences in detector intensity across the spectral window. Spectra were then baseline corrected using the “backcor” function. Raman mapping was performed over a 40 x 40 μm area within the field of view of the lens (65 μm x 40 μm). The interval between points is 5 μm, creating a 17x17 dataset across the scanned area. These data were treated using the same workflow as single spectra, then interpolated to a resolution of 1 μm. The C-H and C-D peaks were integrated. The respective integrals are plotted as individual heightmaps.
DOI: 10.15468/dl.zwv3xn
title: Occurrence Download

description: A dataset containing 2122075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dendrobates auratus, Dendrobates leucomelas, Dendrocoelum lacteum, Dendrocoelum romanodanubiale, Dendrocygna arborea, Dendrocygna arcuata, Dendrocygna autumnalis, Dendrocygna bicolor, Dendrocygna eytoni, Dendrocygna javanica, Dendrocygna viduata, Denticeps clupeoides, Dermogenys pusilla, Desdemona ornata, Desmana moschata, Desmognathus fuscus, Desmognathus monticola, Desmognathus quadramaculatus, Desmognathus santeetlah, Devario aequipinnatus, Devario malabaricus, Diadesmis confervacea, Diamysis bahirensis, Diaphanosoma chankensis, Diaphanosoma orghidani, Diatoma ehrenbergii, Dicentrarchus labrax, Dichotomyctere nigroviridis, Didiplis diandra, Didymosphenia geminatum, Didymosphenia geminatum, Dikerogammarus bispinosus, Dikerogammarus haemobaphes, Dikerogammarus villosus, Dilatata dilatata, Dimidiochromis compressiceps, Diphyllobothrium latum, Diplacrum caricinum, Diplozoon paradoxum, Discoglossus pictus, Discoglossus pictus auritus, Discostella pseudostelligera, Discostella woltereckii, Disparalona hamata, Disparalona leei, Ditylenchus angustus, Ditylenchus dipsaci, Dormitator latifrons, Dorosoma cepedianum, Dreissena bugensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 },
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 2122075 records from 1003 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014756-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sn9pka
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lecidea plana",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 52 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014848-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hja2v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laimosemion ubim",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014849-260208012135463/datasets/export for details.
DOI: 10.6084/m9.figshare.5825892.v2
title: 3252410.pdf

description: Numerical methods, constellations selection, noise analysis
DOI: 10.15468/dl.hcqsya
title: Occurrence Download

description: A dataset containing 1422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helicteres angustifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1422 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014847-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e99twv
title: Occurrence Download

description: A dataset containing 231702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia",
 "Year 2003-2022"
 ]
}

 The dataset includes 231702 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014786-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfkq5z
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mastacembelus taiaensis)",
 "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 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042849-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29401811.v2
title: semi-synthetic dataset

description: Semi-synthetic dataset designed for the development and performance evaluation of document shadow removal algorithms. It consists of 12,224 groups of shadowed document images, which are composed of three parts: shadow-free original documents, shadow masks that delineate shadow regions, and artificially generated shadowed document images created by combining the original documents with the shadow masks. Given the large volume of shadow-free document data, both the dataset and the processing scripts are stored on Baidu Netdisk. Please use the following links to access them：Dataset: [Link：https://pan.baidu.com/s/5ZmiPhoGZz1kqI0KxFl93aQ]Processing Scripts: [Link：https://pan.baidu.com/s/5U0DKj6uKvBq_EAJHfOmPJg]Note: This dataset is for learning and research purposes only, not for commercial use.
DOI: 10.15468/dl.y77xth
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mogulones crucifer",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042851-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqsru3
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista monspessulana",
 "Country is Uruguay",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042850-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xcbcgv
title: Occurrence Download

description: A dataset containing 1168584 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (Brunei Darussalam, Cambodia, Indonesia, Lao People’s Democratic Republic, Malaysia, Myanmar, Philippines, Singapore, Thailand, Viet Nam)",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Plantae [GBIF Backbone Taxonomy])",
 "Country is one of (Indonesia)"
 ]
 }
 ]
}

 The dataset includes 1168584 records from 475 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042761-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2an7a7
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042852-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58rae9
title: Occurrence Download

description: A dataset containing 259136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aegypius monachus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 259136 records from 250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042823-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvy6az
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Semotilus lumbee)",
 "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 61 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042855-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8bh7d
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus blitoides",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042853-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jk8aeg
title: Occurrence Download

description: A dataset containing 1425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus blitoides",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1425 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042854-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.