cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6069/082f-mr05
title: CEPR2 perceives group II CEPs to regulate cell surface receptor-mediated immunity in Arabidopsis

description: Plant endogenous peptides are crucial for diverse aspects of plant physiology. Among them, C-TERMINALLY ENCODED PEPTIDEs (CEPs) have recently emerged as important regulators of plant growth and stress responses. CEPs are divided into two major subgroups: group I CEPs and the less studied group II CEPs. We recently demonstrated that group I CEPs coordinate cell surface receptor-mediated immunity with nitrogen status in Arabidopsis thaliana (hereafter Arabidopsis). To mount full group I CEP responsiveness, the three phylogenetically related CEP RECEPTOR 1 (CEPR1), CEPR2 and RECEPTOR-LIKE KINASE 7 (RLK7) are required. Here, we provide evidence that biotic stress induces expression of the group II CEP peptide CEP14. CEP14 and the related CEP13 and CEP15 trigger hallmark immune signalling outputs in a proline hydroxylation pattern-dependent manner in Arabidopsis. Genetic data indicate that group II CEP members contribute to cell surface receptor-mediated immunity against bacterial infection. We further show that group II CEP perception primarily depends on CEPR2. Our work provides new insights into CEP function during biotic stress and sheds new light on the complexity of sequence-divergent CEP signalling mediated by specific endogenous receptors.
DOI: 10.34740/kaggle/dsv/13074928
title: LUFlow Network Intrusion Detection Data Set
DOI: 10.34740/kaggle/dsv/13074979
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.kfx9dq
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Avellara fistulosa)",
 "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 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006086-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtth4k
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kabatina thujae",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006087-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7g2fza
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Labeobarbus pungweensis)",
 "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 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006088-250914085247600/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.30135514
title: Data and R script from the paper "Spectral characterisation of plant diversity in a biodiversity-enriched oil palm plantation"

description: ## R Script to calculate plant spectral diversity and partitioning it into alpha and beta componentsManuscript "Spectral characterisation of plant diversity in a biodiversity-enriched oil palm plantation", Remote Sens Ecol Conserv. (2025).The folder Data_Scripts_Montoya-Sanchez et al, contains all the data and R scripts needed to calculate plant spectral diversity and plant diversity as calculated in the manuscript "Spectral characterisation of plant diversity in a biodiversity-enriched oil palm plantation", including the graphs presented in the manuscript.This R scripts follows the concept and R functions outlined in Laliberté et al., (2020), https://doi.org/10.1111/ele.13429, including the functions bright_norm(), pca(), and specdiv(), from the custom R code, available online (https://github.com/elaliberte/specdiv), adapted for this study by Prof. Dr. Anna K. Schweiger.The folders are:1. Codes: - 02_SDiv_landscapes_all.R -&gt; Calculations of plant spectral diversity and the partitioning into alpha and beta components were performed using the R scripts and functions from Etienne Laliberté. Refer to the original version available online: https://github.com/elaliberte/specdiv - specdiv_functions.R -&gt; For the specdiv functions, please refer to the original R script available online at: https://github.com/elaliberte/specdiv - Community_Matrix.R -&gt; The R script to calculate different plant diversity metrics, including rarefied species richness, Shannon and Simpson diversity. - OtherAnalysis.R -&gt; Models to calculate the relationship between the plot characteristics and the different diversity metrics. 2. Data:Contains the initial data required to run the different R scripts. The three most important input data are: - val_all.csv -&gt; Corresponds to the original data from each of the hyperspectral images (rows), including the PlotID; Plot_size; Div_level… and the different bands with the different values (columns). - wvl.txt -&gt; Corresponds to the wavelength from the images, from smaller to larger.- Tree_Inventory_2020.csv -&gt; Contains the richness and abundance of all species inventoried in the BEE plots from the 2020 period.The other files from the Data folder are calculated along the R code.3. R_input:Contains .csv; .gri; .rds files that are calculated along the R script and that are input for other calculations. contact Vannesa Montoya-Sánchez in case of requiring extra information: vamontoyas@gmail.com
DOI: 10.6084/m9.figshare.30135514.v1
title: Data and R script from the paper "Spectral characterisation of plant diversity in a biodiversity-enriched oil palm plantation"

description: ## R Script to calculate plant spectral diversity and partitioning it into alpha and beta componentsManuscript "Spectral characterisation of plant diversity in a biodiversity-enriched oil palm plantation", Remote Sens Ecol Conserv. (2025).The folder Data_Scripts_Montoya-Sanchez et al, contains all the data and R scripts needed to calculate plant spectral diversity and plant diversity as calculated in the manuscript "Spectral characterisation of plant diversity in a biodiversity-enriched oil palm plantation", including the graphs presented in the manuscript.This R scripts follows the concept and R functions outlined in Laliberté et al., (2020), https://doi.org/10.1111/ele.13429, including the functions bright_norm(), pca(), and specdiv(), from the custom R code, available online (https://github.com/elaliberte/specdiv), adapted for this study by Prof. Dr. Anna K. Schweiger.The folders are:1. Codes: - 02_SDiv_landscapes_all.R -&gt; Calculations of plant spectral diversity and the partitioning into alpha and beta components were performed using the R scripts and functions from Etienne Laliberté. Refer to the original version available online: https://github.com/elaliberte/specdiv - specdiv_functions.R -&gt; For the specdiv functions, please refer to the original R script available online at: https://github.com/elaliberte/specdiv - Community_Matrix.R -&gt; The R script to calculate different plant diversity metrics, including rarefied species richness, Shannon and Simpson diversity. - OtherAnalysis.R -&gt; Models to calculate the relationship between the plot characteristics and the different diversity metrics. 2. Data:Contains the initial data required to run the different R scripts. The three most important input data are: - val_all.csv -&gt; Corresponds to the original data from each of the hyperspectral images (rows), including the PlotID; Plot_size; Div_level… and the different bands with the different values (columns). - wvl.txt -&gt; Corresponds to the wavelength from the images, from smaller to larger.- Tree_Inventory_2020.csv -&gt; Contains the richness and abundance of all species inventoried in the BEE plots from the 2020 period.The other files from the Data folder are calculated along the R code.3. R_input:Contains .csv; .gri; .rds files that are calculated along the R script and that are input for other calculations. contact Vannesa Montoya-Sánchez in case of requiring extra information: vamontoyas@gmail.com
DOI: 10.5281/zenodo.17122066
title: Experimental study of the potential of concentrated NaCl solutions for use in pressure-retarded osmosis process

description: This dataset is composed of data and figures created and used in research on the potential of concentrated NaCl solutions in pressure-retarded osmosis (PRO). It contains data about the permeate flows obtained in the experiments with different NaCl concentrations and temperatures. Both the gravimetric and volumetric flows are included. The order of measurements in the summary is consistent with the actual order of experiments. Further information about this research can be found in the related work.
DOI: 10.5281/zenodo.17122067
title: Experimental study of the potential of concentrated NaCl solutions for use in pressure-retarded osmosis process

description: This dataset is composed of data and figures created and used in research on the potential of concentrated NaCl solutions in pressure-retarded osmosis (PRO). It contains data about the permeate flows obtained in the experiments with different NaCl concentrations and temperatures. Both the gravimetric and volumetric flows are included. The order of measurements in the summary is consistent with the actual order of experiments. Further information about this research can be found in the related work.
DOI: 10.15468/dl.r64pya
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((2.59799 49.30186,2.60407 49.30186,2.60407 49.30328,2.59799 49.30328,2.59799 49.30186))",
 "Geometry POLYGON((2.59368 49.29967,2.60707 49.29967,2.60707 49.30477,2.59368 49.30477,2.59368 49.29967))"
 ]
 },
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 35 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006090-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17129621
title: Distribution of Winter Wheat Cultivation at 10m Resolution in the Nile Delta from 2020 to 2024

description: Winter wheat cultivation map in the Nile Delta using Sentinel-2 time-series NDVI data, with a resolution of 10m and a time period from 2020 to 2024
DOI: 10.5281/zenodo.17129622
title: Distribution of Winter Wheat Cultivation at 10m Resolution in the Nile Delta from 2020 to 2024

description: Winter wheat cultivation map in the Nile Delta using Sentinel-2 time-series NDVI data, with a resolution of 10m and a time period from 2020 to 2024
DOI: 10.15468/dl.xjucm6
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006094-250914085247600/datasets/export for details.
DOI: 10.15468/dl.xmbdmu
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006092-250914085247600/datasets/export for details.
DOI: 10.15468/dl.y5r9pf
title: Occurrence Download

description: A dataset containing 1470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vipera berus, Vipera aspis, Hierophis viridiflavus, Lacerta bilineata, Zootoca vivipara, Lacerta agilis, Coronella girondica, Zamenis scalaris, Anguis fragilis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Geometry POLYGON((4.331 43.435, 4.887 43.344, 4.877 43.364,\n 4.858 43.376, 4.851 43.385, 4.843 43.398, 4.825 43.411, 4.793 43.434,\n 4.766 43.46, 4.733 43.488, 4.697 43.518, 4.654 43.547, 4.606 43.578,\n 4.551 43.608, 4.498 43.633, 4.441 43.655, 4.382 43.67, 4.331 43.677,\n 4.331 43.435))",
 "CoordinateUncertaintyInMeters is greater than or equal to 0",
 "CoordinateUncertaintyInMeters is less than 5000"
 ]
}

 The dataset includes 1470 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006096-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbftw8
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lecanosticta acicola",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006093-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpfutd
title: Occurrence Download

description: A dataset containing 4528595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "OccurrenceStatus is Present",
 "Year 2000-2002"
 ]
}

 The dataset includes 4528595 records from 283 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005991-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbr6cc
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythrolamprus andinus (Dixon, 1983)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000568-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpvumf
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thomasomys dispar Anthony, 1925"
 ]
}

 The dataset includes 43 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000570-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4u4em
title: Occurrence Download

description: A dataset containing 31294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ostrya carpinifolia Scop., Ostrya chinensis I.M.Turner, Ostrya chisosensis Correll, Ostrya japonica Sarg., Ostrya knowltonii Coville, Ostrya rehderiana Chun, Ostrya trichocarpa D.Fang & Y.S.Wang, Ostrya virginiana (Mill.) K.Koch, Ostrya yunnanensis W.K.Hu)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 31294 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000569-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grzgzz
title: Occurrence Download

description: A dataset containing 1196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Spain, Portugal, Italy, Greece)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arbutus unedo L.",
 "Year 1500-2024"
 ]
}

 The dataset includes 1196 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000571-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26007/3jsy-se48
title: Lucy Radio Science Subsystem (RSS) Dinkinesh Mission Dependent Ionosphere Data Collection

description: This collection consists of radio science media calibration mission dependent ionosphere (ion) files acquired during the Lucy Mission Dinkinesh Encounter.
DOI: 10.26007/7d01-he10
title: Lucy Radio Science Subsystem (RSS) Dinkinesh Small Forces File Data Collection

description: This collection consists of radio science small forces files calculated from thruster data collected during the Lucy Mission Dinkinesh Encounter.
DOI: 10.5517/ccdc.csd.cc2jshxr
title: CCDC 2347255: Experimental Crystal Structure Determination

description: Related Article: Ana M.R. Polez, Renan L. Farias, Andresa A. de Lima, Ana Beatriz Lazzarini, Thales R. de Moura, Jecika M. Velasques, Jessica Carolina Souza, Fillipe V. Rocha, Mauro Almeida Lima, Javier Ellena, Victor Maia Miranda, Victor M. Deflon, Mariete B. Moreira, Adelino V.G. Netto|2025|J.Mol.Struct.|1321|140232|doi:10.1016/j.molstruc.2024.140232
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.cc2jshys
title: CCDC 2347256: Experimental Crystal Structure Determination

description: Related Article: Ana M.R. Polez, Renan L. Farias, Andresa A. de Lima, Ana Beatriz Lazzarini, Thales R. de Moura, Jecika M. Velasques, Jessica Carolina Souza, Fillipe V. Rocha, Mauro Almeida Lima, Javier Ellena, Victor Maia Miranda, Victor M. Deflon, Mariete B. Moreira, Adelino V.G. Netto|2025|J.Mol.Struct.|1321|140232|doi:10.1016/j.molstruc.2024.140232
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.cc2jtp9c
title: CCDC 2348383: Experimental Crystal Structure Determination

description: Related Article: Kingkar Ghosh, Narendra Nath Ghosh, Prasun Choudhury, Subham Bhattacharjee, Rajat Saha, Mayukh Deb, Kinkar Biswas|2024|Org.Biomol.Chem.|22|7791|doi:10.1039/D4OB00868E
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: 10.15468/dl.r743k6
title: Occurrence Download

description: A dataset containing 28289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.44_1",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)",
 "Year 2013-2024"
 ]
}

 The dataset includes 28289 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000573-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25k8my
title: Occurrence Download

description: A dataset containing 5770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.36116 16.76415,-96.36054 16.75892,-96.35993 16.75337,-96.35254 16.74629,-96.34638 16.73736,-96.34114 16.71857,-96.33868 16.70348,-96.32851 16.68777,-96.32112 16.67822,-96.31213 16.65827,-96.29053 16.66451,-96.29463 16.67545,-96.29032 16.68315,-96.29278 16.69763,-96.28416 16.71765,-96.29677 16.73124,-96.30061 16.75044,-96.30973 16.76725,-96.31885 16.76677,-96.32942 16.76917,-96.34176 16.78602,-96.34638 16.77586,-96.35223 16.76754,-96.36116 16.76415))",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 5770 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000578-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vw64ne
title: Occurrence Download

description: A dataset containing 2446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.5_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Opiliones"
 ]
}

 The dataset includes 2446 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000579-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kdjf4
title: Occurrence Download

description: A dataset listing the 42832 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.03715 -7.57117,-58.71945 -7.57117,-58.71945 0.55206,-79.03715 0.55206,-79.03715 -7.57117))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 42832 records were derived from 1378 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000572-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zccewg
title: Occurrence Download

description: A dataset containing 1032659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Corylus avellana L., Corylus chinensis Franch., Corylus colurna L., Corylus cornuta Marshall, Corylus fargesii (Franch.) C.K.Schneid., Corylus ferox Wall., Corylus heterophylla Fisch. ex Trautv., Corylus jacquemontii Decne., Corylus maxima Mill., Corylus potaninii Bobrov, Corylus wangii Hu, Corylus wulingensis Q.X.Liu & C.M.Zhang, Corylus yunnanensis (Franch.) A.Camus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 1032659 records from 3207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000575-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mq9a9c
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acampe hulae Telepova"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296018-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.