cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15550863
title: Data for German Regeneration Maps 2012

description: We combined regeneration density observations from the German NFI to map the forest regeneration across Germany and evaluate potential regeneration gaps using a three-step approach. First, we combined the NFI regeneration data with environmental data to construct species-specific regeneration models. Second, we evaluated the predictive performance of the regeneration models using 10-fold blocked cross-validation and used the validated models to predict regeneration densities for the forest area of Germany. Third, we mapped indicators of regeneration quantity and quality, demonstrating their potential application for Bavaria. 

Here this repository consists of:



data.zip (input data)

output.zip (output data)

GermanRegenerationMaps2012_workflow.png (code workflow to generate output.zip from data.zip)

Predictors.png (information on predictor variables)

Sapling_DHARMaresidual.pdf (information on model residuals)


See additional information in related works:



for full data references please look up our publication

for related code see GitHub and Zenodo

to view and explore the generated regeneration maps online please see Google Earth Engine
DOI: 10.5517/ccdc.csd.cc2pnvgp
title: CCDC 2492693: Experimental Crystal Structure Determination

description: Related Article: Milan Gembicky|2025|CSD Communication|||
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: 10.5517/ccdc.csd.cc2pnvhq
title: CCDC 2492694: Experimental Crystal Structure Determination

description: Related Article: Milan Gembicky|2025|CSD Communication|||
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: 10.5517/ccdc.csd.cc2pnwbl
title: CCDC 2492720: Experimental Crystal Structure Determination

description: Related Article: Eric Bosch|2025|CSD Communication|||
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: 10.5517/ccdc.csd.cc2n3jlx
title: CCDC 2446259: Experimental Crystal Structure Determination

description: Related Article: Víctor Carratalá Muñoz, Alechania Misturini, Moussa D. Faye Diouf, Alejandro Lamas, Mauro Gemmi, Natalia M. Padial, Carlos Martí-Gastaldo |2025|ChemRxiv|||doi:10.26434/chemrxiv-2025-vmwfh
description: Related Article: Víctor Carratalá, Alechania Misturini, Moussa D. Faye Diouf, Mauro Gemmi, Alejandro Lamas, Natalia M. Padial, Carlos Martí-Gastaldo|2025|CSD Communication|||
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: 10.5517/ccdc.csd.cc2n3jkw
title: CCDC 2446258: Experimental Crystal Structure Determination

description: Related Article: Víctor Carratalá Muñoz, Alechania Misturini, Moussa D. Faye Diouf, Alejandro Lamas, Mauro Gemmi, Natalia M. Padial, Carlos Martí-Gastaldo |2025|ChemRxiv|||doi:10.26434/chemrxiv-2025-vmwfh
description: Related Article: Víctor Carratalá, Alechania Misturini, Moussa D. Faye Diouf, Mauro Gemmi, Alejandro Lamas, Natalia M. Padial, Carlos Martí-Gastaldo|2025|CSD Communication|||
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: 10.5517/ccdc.csd.cc2n3jnz
title: CCDC 2446261: Experimental Crystal Structure Determination

description: Related Article: Víctor Carratalá Muñoz, Alechania Misturini, Moussa D. Faye Diouf, Alejandro Lamas, Mauro Gemmi, Natalia M. Padial, Carlos Martí-Gastaldo |2025|ChemRxiv|||doi:10.26434/chemrxiv-2025-vmwfh
description: Related Article: Víctor Carratalá, Alechania Misturini, Moussa D. Faye Diouf, Mauro Gemmi, Alejandro Lamas, Natalia M. Padial, Carlos Martí-Gastaldo|2025|CSD Communication|||
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: 10.5517/ccdc.csd.cc2n3jmy
title: CCDC 2446260: Experimental Crystal Structure Determination

description: Related Article: Víctor Carratalá Muñoz, Alechania Misturini, Moussa D. Faye Diouf, Alejandro Lamas, Mauro Gemmi, Natalia M. Padial, Carlos Martí-Gastaldo |2025|ChemRxiv|||doi:10.26434/chemrxiv-2025-vmwfh
description: Related Article: Víctor Carratalá, Alechania Misturini, Moussa D. Faye Diouf, Mauro Gemmi, Alejandro Lamas, Natalia M. Padial, Carlos Martí-Gastaldo|2025|CSD Communication|||
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: 10.5517/ccdc.csd.cc2n3jq1
title: CCDC 2446263: Experimental Crystal Structure Determination

description: Related Article: Víctor Carratalá Muñoz, Alechania Misturini, Moussa D. Faye Diouf, Alejandro Lamas, Mauro Gemmi, Natalia M. Padial, Carlos Martí-Gastaldo |2025|ChemRxiv|||doi:10.26434/chemrxiv-2025-vmwfh
description: Related Article: Víctor Carratalá, Alechania Misturini, Moussa D. Faye Diouf, Mauro Gemmi, Alejandro Lamas, Natalia M. Padial, Carlos Martí-Gastaldo|2025|CSD Communication|||
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: 10.5517/ccdc.csd.cc2n3jp0
title: CCDC 2446262: Experimental Crystal Structure Determination

description: Related Article: Víctor Carratalá Muñoz, Alechania Misturini, Moussa D. Faye Diouf, Alejandro Lamas, Mauro Gemmi, Natalia M. Padial, Carlos Martí-Gastaldo |2025|ChemRxiv|||doi:10.26434/chemrxiv-2025-vmwfh
description: Related Article: Víctor Carratalá, Alechania Misturini, Moussa D. Faye Diouf, Mauro Gemmi, Alejandro Lamas, Natalia M. Padial, Carlos Martí-Gastaldo|2025|CSD Communication|||
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: 10.5517/ccdc.csd.cc2780bw
title: CCDC 2063277: Experimental Crystal Structure Determination

description: Related Article: Shih-Ching Chuang|2022|CSD Communication|||
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: 10.5517/ccdc.csd.cc2nq04k
title: CCDC 2464008: Experimental Crystal Structure Determination

description: Related Article: Saisai Xie|2025|CSD Communication|||
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: 10.5281/zenodo.18467246
title: Amber Powers Farm (LiDAR) June 9 2025

description: This orthomosaic of Inalåhan, Guam was created from 240 images taken on June 9 2025, at 125ft AGL, with a DJI Matrice 350 . The mission was planned using the DJI Pilot application and post-processed using DJI Terra.

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization. All drone imagery was obtained in accordance with FAA guidelines and applicable local laws, with all necessary authorizations secured to ensure safe and legal operation.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.5281/zenodo.18467462
title: Antimicrobial activity of GmCP8 and expression of GmCP8 in Galleria mellonella

description: This file contains data published as a Figs 2,3,4,6 in Scientific Reports 2022. 12:11737. There, one can find all necessary descriptions.https://doi.org/10.1038/s41598-022-15929-6 


The data are available on request. The work was financed by National Science Centre, project number 2020/37/B/NZ6/00167
DOI: 10.5281/zenodo.7708070
title: Antimicrobial activity of GmCP8 and expression of GmCP8 in Galleria mellonella

description: This file contains data published as a Figs 2,3,4,6 in Scientific Reports 2022. 12:11737. There, one can find all necessary descriptions.https://doi.org/10.1038/s41598-022-15929-6 


The data are available on request. The work was financed by National Science Centre, project number 2020/37/B/NZ6/00167
DOI: 10.34810/data2782
title: Replication data for "Externally bonded reinforcement side extended (EBRSE) technique to postpone debonding of FRP laminates in strengthened concrete elements"

description: This data set supports a paper publication on the introduction and evaluation of a new strengthening technique designed to enhance the conventional EBR approach while requiring minimal alterations to surface preparation, saving both time and costs. The details of the published paper are: Aghabagloo M., Carreras L., Barris C., Codina A., Baena M. Externally bonded reinforcement side extended (EBRSE) technique to postpone debonding of FRP laminates in strengthened concrete elements, Case Studies in Construction Materials 2025, 23,e05066, with doi 10.1016/j.cscm.2025.e05066.

The data set includes experimental data on load-slip curves (Figure 7), strain distributions along the bonded length (Figures 9 and 10), out-of-plane deformations (Figure 11) and bond stress-slip relationships (Figures 13, 14, 15, 16, 17 and 18).
description: Este conjunto de datos respalda la publicación de un artículo sobre la introducción y evaluación de una nueva técnica de reforzamiento diseñada para mejorar el enfoque convencional de refuerzo con adherencia externa (EBRSE), con mínimas modificaciones en la preparación de la superficie, ahorrando tiempo y dinero. Los detalles del artículo publicado son: Aghabagloo M., Carreras L., Barris C., Codina A., Baena M. Técnica de refuerzo externo adherido por el lado extendido (EBRSE) para posponer el desprendimiento de laminados de FRP en elementos de hormigón reforzado, Estudios de Caso en Materiales de Construcción 2025, 23, e05066, con doi 10.1016/j.cscm.2025.e05066.

El conjunto de datos incluye datos experimentales sobre curvas de carga-deslizamiento (Figura 7), distribuciones de deformaciones a lo largo de la longitud de adherencia (Figuras 9 y 10), deformaciones fuera del plano (Figura 11) y relaciones tensión-deslizamiento de adherencia (Figuras 13, 14, 15, 16, 17 y 18).
description: Aquest conjunt de dades dóna suport a la publicació d'un article sobre la introducció i l'avaluació d'una nova tècnica de reforçament dissenyada per millorar l'enfocament convencional de reforç amb adherència externa (EBRSE), amb modificacions mínimes en la preparació de la superfície, estalviant temps i diners. Els detalls de l'article publicat són: Aghabagloo M., Carreras L., Barris C., Codina A., Baena M. Tècnica de reforç extern adherit pel costat estès (EBRSE) per posposar el despreniment de laminats de FRP en elements de formigó reforçat, Estudis de Cas en Material2 de Con2 amb doi 10.1016/j.cscm.2025.e05066.

El conjunt de dades inclou dades experimentals sobre corbes de càrrega-lliscament (Figura 7), distribucions de deformacions al llarg de la longitud d'adherència (Figures 9 i 10), deformacions fora del pla (Figura 11) i relacions tensió-lliscament d'adherència (Figures 13, 14, 11, 17 i 18).
DOI: 10.15468/dl.45qsbs
title: Occurrence Download

description: A dataset listing the 8 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Chronicle of Nature - Phenology of Insects of Bryansk Forest Nature Reserve",
 "Geometry POLYGON((26.18061 46.13264,45.81939 46.13264,45.81939 59.86736,26.18061 59.86736,26.18061 46.13264))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 8 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195541-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qqc6p
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium digitatum R.Knuth"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241416-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.okir8v
title: Occurrence Download

description: A dataset containing 9087 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Volkameria inermis L.",
 "TaxonKey is Clerodendrum japonicum (Thunb.) Sweet",
 "TaxonKey is Clerodendrum laevifolium Blume",
 "TaxonKey is Clerodendrum macrostegium Schauer",
 "TaxonKey is Clerodendrum paniculatum L.",
 "TaxonKey is Clerodendrum quadriloculare (Blanco) Merr.",
 "TaxonKey is Clerodendrum speciosissimum Drapiez",
 "TaxonKey is Clerodendrum thomsoniae Balf.f.",
 "TaxonKey is Clerodendrum trichotomum Thunb.",
 "TaxonKey is Clerodendrum umbellatum Poir.",
 "TaxonKey is Micromeria douglasii Benth.",
 "TaxonKey is Clethra alnifolia L.",
 "TaxonKey is Clethra arborea Aiton",
 "TaxonKey is Cleyera japonica Thunb.",
 "TaxonKey is Clianthus puniceus (G.Don) Sol. ex Lindl.",
 "TaxonKey is Clidemia hirta (L.) D.Don"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9087 records from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012225-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gz5nx
title: Occurrence Download

description: A dataset containing 19869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Rattus rattus (Linnaeus, 1758)"
 ]
}

 The dataset includes 19869 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276477-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fshuzr
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cirroctopodidae"
 ]
}

 The dataset includes 82 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241420-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ammzus
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Anolis oxylophus Cope, 1875",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 230 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012225-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzza66
title: Occurrence Download

description: A dataset containing 130954 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macropus giganteus Shaw, 1790"
 ]
}

 The dataset includes 130954 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195517-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffzs4q
title: Occurrence Download

description: A dataset containing 3395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Faxonius virilis (Hagen, 1870)"
 ]
}

 The dataset includes 3395 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012723-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8a5sg
title: Occurrence Download

description: A dataset containing 8221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Solenopsis invicta Buren, 1972"
 ]
}

 The dataset includes 8221 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249162-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9kknw
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((69.5906 23.68575,77.43102 23.68575,77.43102 30.29254,69.5906 30.29254,69.5906 23.68575))",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelecanus crispus Bruch, 1832",
 "Year 2009-2021"
 ]
}

 The dataset includes 243 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215114-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4r2xu5
title: Occurrence Download

description: A dataset containing 1150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rynchops albicollis Swainson, 1838"
 ]
}

 The dataset includes 1150 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0390523-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9ahrq
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((112.32861 23.95679,113.20752 23.02515,114.15674 22.7439,116.47705 23.35913,117.8877 24.4292,119.13135 25.80249,120.1333 27.2439,120.44971 29.68726,119.46533 32.23608,117.18018 32.85132,115.36963 32.85132,113.96338 32.71069,112.06494 32.11304,111.01025 28.89624,111.23877 26.61108,111.2915 25.64429,112.32861 23.95679))",
 "TaxonKey is Zelkova schneideriana Hand.-Mazz."
 ]
}

 The dataset includes 59 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043429-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3csnhu
title: Occurrence Download

description: A dataset containing 309365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus halepensis Mill."
 ]
}

 The dataset includes 309365 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250068-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92cgju
title: Occurrence Download

description: A dataset containing 11890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Viola arvensis Murray"
 ]
}

 The dataset includes 11890 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195539-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.br97jg
title: Occurrence Download

description: A dataset containing 2143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Terminalia macroptera Guill. & Perr."
 ]
}

 The dataset includes 2143 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043430-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.