cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.e6mbm9
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Astragalus majevskianus"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025018-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xn2tt
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alouatta belzebul",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 238 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025020-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frhrzd
title: Occurrence Download

description: A dataset containing 1099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Malacology Collection at the Academy of Natural Sciences of Philadelphia",
 "Country is Croatia"
 ]
}

 The dataset includes 1099 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025019-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/kvduv2
title: PAN-00112347 - coin/coin-related, Vespasianus (69-79), denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00112347&lt;/p&gt;
description: Modified: 2025-06-17T09:53:54+02:00
DOI: 10.6084/m9.figshare.30774881
title: A GABAergic ZI-RVM pathway governs descending modulation of neuropathic pain

description: The rostral ventromedial medulla (RVM) is a central hub of the descending pain modulatory system, yet the inhibitory circuits that regulate its activity during neuropathic pain remain poorly defined. The zona incerta (ZI), a predominantly GABAergic nucleus in the subthalamic region, has been implicated in nociceptive modulation, but its functional connection to the RVM has not been established. Here, we identify a GABAergic projection from the ZI to the RVM and demonstrate its causal role in neuropathic pain regulation. Using a chronic constriction injury (CCI) model, we show that ZI neurons are selectively activated on the ipsilateral side following nerve injury and project to the ipsilateral RVM. Optogenetic activation of ZI-derived terminals in the RVM significantly alleviated CCI-induced mechanical allodynia, whereas optogenetic inhibition exacerbated pain behaviors. Consistently, chemogenetic excitation of ZI-RVM neurons attenuated hypersensitivity, while chemogenetic silencing had the opposite effect. Together, these findings reveal a novel diencephalic-to-brainstem inhibitory pathway that exerts dynamic control over RVM-mediated descending modulation of neuropathic pain.
DOI: 10.6084/m9.figshare.30774881.v1
title: A GABAergic ZI-RVM pathway governs descending modulation of neuropathic pain

description: The rostral ventromedial medulla (RVM) is a central hub of the descending pain modulatory system, yet the inhibitory circuits that regulate its activity during neuropathic pain remain poorly defined. The zona incerta (ZI), a predominantly GABAergic nucleus in the subthalamic region, has been implicated in nociceptive modulation, but its functional connection to the RVM has not been established. Here, we identify a GABAergic projection from the ZI to the RVM and demonstrate its causal role in neuropathic pain regulation. Using a chronic constriction injury (CCI) model, we show that ZI neurons are selectively activated on the ipsilateral side following nerve injury and project to the ipsilateral RVM. Optogenetic activation of ZI-derived terminals in the RVM significantly alleviated CCI-induced mechanical allodynia, whereas optogenetic inhibition exacerbated pain behaviors. Consistently, chemogenetic excitation of ZI-RVM neurons attenuated hypersensitivity, while chemogenetic silencing had the opposite effect. Together, these findings reveal a novel diencephalic-to-brainstem inhibitory pathway that exerts dynamic control over RVM-mediated descending modulation of neuropathic pain.
DOI: 10.15468/dl.rwbpny
title: Occurrence Download

description: A dataset containing 24511 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 24511 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025013-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptmmqn
title: Occurrence Download

description: A dataset containing 2371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "TaxonKey is Capra",
 "Year 2016-2025"
 ]
}

 The dataset includes 2371 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025023-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enc4kj
title: Occurrence Download

description: A dataset containing 6453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Türkiye",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World)",
 "OccurrenceStatus is Present",
 "TaxonKey is Platalea leucorodia"
 ]
}

 The dataset includes 6453 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025022-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udb2bs
title: Occurrence Download

description: A dataset containing 8982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Triumfetta annua, Triumfetta dekindtiana, Triumfetta pentandra, Triumfetta pilosa, Triumfetta rhomboidea, Triumfetta sonderi, Triumfetta welwitschii)"
 ]
}

 The dataset includes 8982 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025021-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5sj1b48b
title: MassIVE MSV000100083 - LSD1-Mediated Epigenetic Repression of S100A8/A9 Enforces Immunosuppressive Macrophage Programming in Cervical Cancer
title: Tumor-associated macrophages (TAMs) are enriched in the microenvironment of cervical cancer and drive immunosuppression, but the epigenetic mechanisms regulating macrophage polarization remain unclear. Single-cell RNA sequencing was used to analyze cell subsets and communication networks, chromatin immunoprecipitation and co-immunoprecipitation were used to identify target genes and interacting proteins, and functional validation was performed by gene knockout, drug inhibition and mouse models. The correlation between molecular expression and prognosis of clinical samples was analyzed. The effect of S100A8/A9 on macrophage metabolism was also discussed.
DOI: 10.57745/nq43rc
title: ReadMe Campagne_exploratoire_PFAS_DGS_ANSES_2025_11.txt

description: :unav
DOI: 10.57745/yqdhjc
title: Campagne_exploratoire_PFAS_DGS_ANSES_2025_11_bis.tab

description: :unav
DOI: 10.57745/ly8ncx
title: Campagne exploratoire PFAS DGS/ANSES 2023-2025

description: Dans le cadre de son mandat de laboratoire national de référence pour les eaux destinées à la consommation Humaine (EDCH), le Laboratoire d’Hydrologie de Nancy de l’Anses organise périodiquement des campagnes nationales d’analyse, avec l’appui de la DGS et des ARS. Ces travaux, sur des composés émergents non réglementés ou pour lesquels le socle de connaissance reste parcellaire, permettent de recueillir des données d’exposition nécessaires à l’évaluation des risques sanitaires. En 2023, une nouvelle campagne a été lancée. Elle est cadrée par l’instruction DGS/EA4/2023/52 du 31/08/2023. Ce jeu de données présente uniquement les résultats pour les composés alkyls per- et polyfluorés (PFAS).
DOI: 10.15468/dl.z2uywb
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Adriatic Shipping Company marine mammal sightings in the Adriatic Sea 1988-2000",
 "Country is Croatia"
 ]
}

 The dataset includes 60 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025024-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9umct6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is ibbi observations",
 "Country is Croatia"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025026-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/aaz3i2
title: PAN-00002701 - coin/coin-related, provincie, bezemstuiver

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00002701&lt;/p&gt;
description: Modified: 2025-09-16T14:49:30+02:00
DOI: 10.15468/dl.2rz8up
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Botanical Collections of the Åbo Akademi",
 "Country is Croatia"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025025-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17800952
title: CropMapIL Orchard Dataset – Multi-Temporal Sentinel-1/2 Features

description: This dataset accompanies the manuscript:



Fine, L. et al., “Fusing Very High-Resolution Aerial Imagery with Sentinel-1 and Sentinel-2 Time Series for Multi-Year Orchard Type Mapping”.


It provides labels, train/validation/test splits, and multi-temporal Sentinel-1 and Sentinel-2 features for orchard parcels in Israel.

Contents and structure

Data are organized as one CSV file per year:





orchards_YYYY.csv (e.g. orchards_2019.csv, orchards_2020.csv, …)


In this dataset, a year denotes October of the previous calendar year through September of the current year (e.g., the year 2023 spans October 2022 through September 2023). This corresponds to an agricultural (hydrological) year rather than a simple calendar year.


Each row corresponds to a single orchard sample (parcel-year) and includes:





Identification and labels





parcelID: anonymized parcel identifier, stable across years.




crop_label: orchard type class used in the paper.




split: dataset split; one of train, val, test.




The label space consists of 12 orchard types:





almond




apple




avocado




banana




citrus




date




jojoba




mango




nectarpeach (Nectarine/Peach)




olive




pomegranate




vineyard



 






Multi-temporal features (wide format)The temporal dimension is encoded in the column names. For each band or backscatter channel there are 12 time steps, with suffixes _t0 … _t11, representing 12 ordered timestamps (typically monthly composites over the year, from t0 to t11).

Sentinel-2 bands (surface reflectance):





Bands used: b1, b2, b3, b4, b5, b6, b7, b8, b8a, b9, b11, b12.




For each band bX there are 12 columns:





bX_t0, bX_t1, …, bX_t11.







 


Sentinel-1 backscatter (ascending/descending, VV/VH):





Channels: vv_asc, vv_desc, vh_asc, vh_desc.




For each channel there are 12 columns:





vv_asc_t0 … vv_asc_t11




vv_desc_t0 … vv_desc_t11




vh_asc_t0 … vh_asc_t11




vh_desc_t0 … vh_desc_t11







The exact preprocessing and the mapping between t0–t11 and calendar months are described in the Methods section of the manuscript.

Licensing and restrictions





Sentinel-1 and Sentinel-2 features are derived from open Copernicus data.




Parcel labels are shared under the license specified in the Zenodo “License” field.



Citation

If you use this dataset, please cite:



Fine, L. et al. CropMapIL Orchard Dataset – Multi-Temporal Sentinel-1/2 Features [Data set]. Zenodo. DOI: 10.5281/zenodo.17800953
DOI: 10.5281/zenodo.17800953
title: CropMapIL Orchard Dataset – Multi-Temporal Sentinel-1/2 Features

description: This dataset accompanies the manuscript:



Fine, L. et al., “Fusing Very High-Resolution Aerial Imagery with Sentinel-1 and Sentinel-2 Time Series for Multi-Year Orchard Type Mapping”.


It provides labels, train/validation/test splits, and multi-temporal Sentinel-1 and Sentinel-2 features for orchard parcels in Israel.

Contents and structure

Data are organized as one CSV file per year:





orchards_YYYY.csv (e.g. orchards_2019.csv, orchards_2020.csv, …)


In this dataset, a year denotes October of the previous calendar year through September of the current year (e.g., the year 2023 spans October 2022 through September 2023). This corresponds to an agricultural (hydrological) year rather than a simple calendar year.


Each row corresponds to a single orchard sample (parcel-year) and includes:





Identification and labels





parcelID: anonymized parcel identifier, stable across years.




crop_label: orchard type class used in the paper.




split: dataset split; one of train, val, test.




The label space consists of 12 orchard types:





almond




apple




avocado




banana




citrus




date




jojoba




mango




nectarpeach (Nectarine/Peach)




olive




pomegranate




vineyard



 






Multi-temporal features (wide format)The temporal dimension is encoded in the column names. For each band or backscatter channel there are 12 time steps, with suffixes _t0 … _t11, representing 12 ordered timestamps (typically monthly composites over the year, from t0 to t11).

Sentinel-2 bands (surface reflectance):





Bands used: b1, b2, b3, b4, b5, b6, b7, b8, b8a, b9, b11, b12.




For each band bX there are 12 columns:





bX_t0, bX_t1, …, bX_t11.







 


Sentinel-1 backscatter (ascending/descending, VV/VH):





Channels: vv_asc, vv_desc, vh_asc, vh_desc.




For each channel there are 12 columns:





vv_asc_t0 … vv_asc_t11




vv_desc_t0 … vv_desc_t11




vh_asc_t0 … vh_asc_t11




vh_desc_t0 … vh_desc_t11







The exact preprocessing and the mapping between t0–t11 and calendar months are described in the Methods section of the manuscript.

Licensing and restrictions





Sentinel-1 and Sentinel-2 features are derived from open Copernicus data.




Parcel labels are shared under the license specified in the Zenodo “License” field.



Citation

If you use this dataset, please cite:



Fine, L. et al. CropMapIL Orchard Dataset – Multi-Temporal Sentinel-1/2 Features [Data set]. Zenodo. DOI: 10.5281/zenodo.17800953
DOI: 10.15468/dl.wa7dm4
title: Occurrence Download

description: A dataset containing 22620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tyto alba",
 "HasCoordinate is true",
 "Country is Netherlands",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 22620 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025027-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.px6qym
title: Occurrence Download

description: A dataset containing 2179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alouatta caraya",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 2179 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025028-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8y7jv8
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 {
 "or" : [
 "Preparations ~*tissue*",
 "Preparations ~*Tissue*",
 "Preparations ~*muscle*",
 "Preparations ~*Muscle*",
 "Preparations ~*liver*",
 "Preparations ~*heart*",
 "Preparations ~*blood*",
 "Preparations ~*Blood*",
 "Preparations ~*gDNA*"
 ]
 },
 "TaxonKey is one of (Emberiza pusilla [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 120 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025032-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5z3ep
title: Occurrence Download

description: A dataset containing 367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Medicago sativa",
 "Year 1990-2025"
 ]
}

 The dataset includes 367 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025030-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xf5znr
title: Occurrence Download

description: A dataset containing 3274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abies amabilis",
 "HasCoordinate is true",
 "MediaType is Image"
 ]
}

 The dataset includes 3274 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025031-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fznjnk
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Naturalis Biodiversity Center (NL) - Coleoptera",
 "Country is Croatia"
 ]
}

 The dataset includes 411 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025033-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17802324
title: A transdiagnostic trauma-informed mental health service for young people in  the Republic of Georgia: Results of the PAMAd effectiveness study
DOI: 10.5281/zenodo.17802325
title: A transdiagnostic trauma-informed mental health service for young people in  the Republic of Georgia: Results of the PAMAd effectiveness study
DOI: 10.17026/ar/n89dz4
title: PAN-00006336 - coin/coin-related, Gallische tegenkeizer ?, naar, antoninianus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00006336&lt;/p&gt;
description: Modified: 2025-05-26T08:15:40+02:00
DOI: 10.5281/zenodo.17801931
title: LATAM_PM2.5_1km_Mensual (2023)

description: Resumen

LATAM_PM2.5_1km_Mensual es parte de una serie de conjuntos de datos regionales que proveen predicciones de concentraciones de PM2.5 de alta resolución a nivel del suelo en cinco ciudades principales de América Latina para el año 2023. Se genera a partir de múltiples fuentes de datos (por ejemplo, mediciones terrestres, productos de teledetección satelital y reanálisis atmosférico) utilizando modelos de machine learning (ML).

Codigo

Scripts de R para la generación de los modelos y la construcción de los datos, incluyendo códigos para la conversión de formatos y visualización: https://github.com/joseurquiza88/Prediccion-AQ-LatAm

Tesis doctoral relacionada: Productos satelitales como herramienta clave para predecir la variabilidad espacio-temporal del PM2.5 en centros urbanos de América Latina.
DOI: 10.5281/zenodo.17801932
title: LATAM_PM2.5_1km_Mensual (2023)

description: Resumen

LATAM_PM2.5_1km_Mensual es parte de una serie de conjuntos de datos regionales que proveen predicciones de concentraciones de PM2.5 de alta resolución a nivel del suelo en cinco ciudades principales de América Latina para el año 2023. Se genera a partir de múltiples fuentes de datos (por ejemplo, mediciones terrestres, productos de teledetección satelital y reanálisis atmosférico) utilizando modelos de machine learning (ML).

Codigo

Scripts de R para la generación de los modelos y la construcción de los datos, incluyendo códigos para la conversión de formatos y visualización: https://github.com/joseurquiza88/Prediccion-AQ-LatAm

Tesis doctoral relacionada: Productos satelitales como herramienta clave para predecir la variabilidad espacio-temporal del PM2.5 en centros urbanos de América Latina.
DOI: 10.15468/dl.zayp2k
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Global Marine biodiversity data from Seawatchers Marine Citizen Science Platform 1980-2020",
 "Country is Croatia"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025034-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3myz2
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Biofokus",
 "Country is Croatia"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025035-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17802680
title: Haplotype-resolved genome assemblies of Cannabis sativa: Punto Rojo and Cherry Pie

description: These sequences are identical to GenBank JBDLLE000000000 (Punto Rojo) and JBDLLD000000000 (Cherry Pie). 

The sequences are named to comply with the PanSN-spec, i.e., PR:1:chr1 and so on. We use : in place of # to facilitate parsing the GFFs in certain software. 

The annotation sets include those transferred from cs10 with Liftoff (*-liftoff-wg), predicted resistance genes (*-nlr), predicted terpene synthases (*-tps), LTRs as deduced by EDTA (*-repeats), regions of suspicious coverage as called by Flagger (*-flagger), and high-error regions as estimated by YAK (*-yak-her).

Questions are best directed towards the GitHub repository, where one may also find the codebase: https://github.com/COMInterop/PRCP