cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26927707
title: A dataset mapping the temperate savanna in Northeastern China (2022)

description: Temperate savanna shares a wide geographical distribution. It plays a crucial role in supporting a substantial portion of rangelands and livestock, thereby contributing significantly to human livelihoods.We develop a new temperate savanna identification method for mapping the temperate savanna in Northeastern China within a minimum identifiable area of 5000 m<sup>2</sup> by integrating Unmanned Aerial Vehicle(UAV) imagery with high-resolution satellite imagery of Sentinel-1 and Sentinel-2 by using Random Forest regression and Classification and Regression Tree algorithms. The training and validation datasetswere collected from UAV imagery.The proposed method achieved with the overall accuracy of 0.82 for savanna identification.Temperate savanna in Northeastern China covering a total area of 170,000 km<sup>2</sup>.This map enhances our understanding of the spatial extent and area of temperate savanna. The derived method provides a new insight to explore the extent of regional and global savannain the future.The code and generated maps are publicly accessible. To make the method to reproduce and exploit and to promote its usage, we have provided users with the python code used to produce temperate savanna map. The generated maps of fractional woody vegetation cover, fractional herbaceous vegetation cover and temperate savanna in Northeastern China are stored in TIFF format, including the fractional woody and herbaceous vegetation cover map of 20 m with the file name of FWVC20m.tif and FHVC20m.tif, and the temperate savanna map at 70.7 m (70.7 m ×70.7 m equivalent to unit area scale of 5000 m<sup>2</sup>) with the file name of tsavanna71m.tif. In temperate savanna map, we recorded temperate savanna as “1”. All image data can be viewed by geographic information system software, such as ArcGIS.The UAV imagery dataset consists of 75 TIFF files that are publicly accessible through Figshare (https://doi.org/10.6084/m9.figshare.27651468.v1).
DOI: 10.57745/1tynef
title: NOMENCLATURE_CULTURES_RPG.tab

description: Nomenclature de cultures utilisée
DOI: 10.57745/2jzudk
title: indicateurs_successions_2015_2021_metadata_V231222.xlsx

description: Metadonnées : liste des indicateurs et éléments de définition
DOI: 10.57745/m6mj8v
title: indicateurs_successions_2015-2021.csv

description: Jeu de données, format csv avec les indicateurs agrégés
DOI: 10.15468/dl.cwzu5n
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera alpigena",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049425-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99tn4j
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049423-250811113504898/datasets/export for details.
DOI: 10.15468/dl.etx2wx
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera alpigena",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049424-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsf7dn
title: Occurrence Download

description: A dataset containing 11609356 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 11609356 records from 5093 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015887-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bq2tj6
title: Occurrence Download

description: A dataset containing 8612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-79.93727 48.99746,-80.25597 48.97548,-80.50874 48.91503,-80.767 48.76667,-80.86591 48.65128,-80.97855 48.51116,-80.99778 48.36829,-80.92086 48.18696,-80.82469 48.06332,-80.47852 47.98365,-80.1708 47.94244,-80.03068 47.97266,-79.82187 47.95892,-79.58559 47.98914,-79.45097 48.05508,-79.34382 48.18146,-79.23117 48.29411,-79.18996 48.44522,-79.20919 48.63205,-79.33557 48.76942,-79.68175 48.9535,-79.93727 48.99746))"
 ]
}

 The dataset includes 8612 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031661-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/6vbzvp
title: Replication Data for: Ownership Networks and Bid Rigging

description: This package contains code and data to reproduce the main empirical results. It includes data, R scripts for main empirical tables, and MATLAB codes for structural estimation. Runtime: 5-10 minutes for main reduced form tables and 1-2 days on most machines for structural estimation.

The package is self-contained with all required data files. Main results verified to match published paper within rounding error.

Package includes documentation, data dictionary, and step-by-step instructions. Pls begin with the readme file.
DOI: 10.5281/zenodo.17603620
title: Polygon Based OpenContrails

description: This dataset is a modified release of the original OpenContrails Dataset (DOI: 10.1109/TGRS.2023.3345226).

In this version, the semantic segmentation masks have been converted into polygon annotations, supporting the training of alternative instance-segmentation models and enabling the tracking and analysis of individual linear contrail features.

Labels are supplied in standardized formats, including both COCO (.json) and YOLO (.txt) annotations. False color ash rgb images are provided in .png format.
DOI: 10.3886/e240264
title: Data used in projected flow analysis in Yolo Bypass under 20 scenarios of climate change

description: Yolo Bypass is an ecological feature of the Bay-Delta ecosystem in California that provides floodplain habitat for spawning and rearing of Sacramento Splittail (Pogonichthys macrolepidotus) and rearing of juvenile Chinook Salmon (Oncorhynchus tshawytscha) when inundated. We used outputs from 10 climate change models for two Representative Concentration Pathways (RCPs) for greenhouse gas concentrations to assess the effects of climate change on the frequency, duration, and timing of flood flows in Yolo Bypass. We also assessed a planned notched weir modification to the primary weir that controls inflow from the Sacramento River into Yolo Bypass that has been designed to allow the bypass to be inundated at lower river flows.PurposeClimate change projections suggest that the notched weir configuration would increase the frequency and duration of floodplain access for fishes that use Yolo Bypass for spawning and rearing, and that these habitats will be maintained through the current century. Further, results indicate that adaptation to climate change through management strategies is possible in some situations.<br><br>Dataset's original DOI: https://doi.org/10.5066/P9MYNPDQ
DOI: 10.3886/e240264v1
title: Data used in projected flow analysis in Yolo Bypass under 20 scenarios of climate change

description: Yolo Bypass is an ecological feature of the Bay-Delta ecosystem in California that provides floodplain habitat for spawning and rearing of Sacramento Splittail (Pogonichthys macrolepidotus) and rearing of juvenile Chinook Salmon (Oncorhynchus tshawytscha) when inundated. We used outputs from 10 climate change models for two Representative Concentration Pathways (RCPs) for greenhouse gas concentrations to assess the effects of climate change on the frequency, duration, and timing of flood flows in Yolo Bypass. We also assessed a planned notched weir modification to the primary weir that controls inflow from the Sacramento River into Yolo Bypass that has been designed to allow the bypass to be inundated at lower river flows.PurposeClimate change projections suggest that the notched weir configuration would increase the frequency and duration of floodplain access for fishes that use Yolo Bypass for spawning and rearing, and that these habitats will be maintained through the current century. Further, results indicate that adaptation to climate change through management strategies is possible in some situations.<br><br>Dataset's original DOI: https://doi.org/10.5066/P9MYNPDQ
DOI: 10.3886/e240271
title: HIFLD OPEN Nonferrous Metal Mines

description: This data set includes nonferrous metal mines in the United States. The data represent commodities covered by the Minerals Information Team (MIT) of the U.S. Geological Survey, and the operations are those considered active in 2003 and surveyed by the MIT. This is a replacement for the October 2003 map layer.The data is legacy and not expected to be updated. It is being provided as the best available until Mineral Resources identifies an alternative data source.<br>This data set is intended for geographic display and analysis at the national level, and for large regional areas. The data should be displayed and analyzed at scales appropriate for 1:2,000,000-scale data. No responsibility is assumed by the U.S. Geological Survey or the National Atlas of the United States in the use of these data.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025.
DOI: 10.3886/e240271v1
title: HIFLD OPEN Nonferrous Metal Mines

description: This data set includes nonferrous metal mines in the United States. The data represent commodities covered by the Minerals Information Team (MIT) of the U.S. Geological Survey, and the operations are those considered active in 2003 and surveyed by the MIT. This is a replacement for the October 2003 map layer.The data is legacy and not expected to be updated. It is being provided as the best available until Mineral Resources identifies an alternative data source.<br>This data set is intended for geographic display and analysis at the national level, and for large regional areas. The data should be displayed and analyzed at scales appropriate for 1:2,000,000-scale data. No responsibility is assumed by the U.S. Geological Survey or the National Atlas of the United States in the use of these data.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025.
DOI: 10.15468/dl.yzxrzp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla japonica",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031662-251025141854904/datasets/export for details.
DOI: 10.15468/dl.b4nkfm
title: Occurrence Download

description: A dataset containing 1568 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sciurus colliaei"
 ]
}

 The dataset includes 1568 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031663-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5q5z2
title: Occurrence Download

description: A dataset containing 1117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-149.67811 4.99390,-47.32189 4.99390,-47.32189 46.00610,-149.67811 46.00610,-149.67811 4.99390))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Conepatus leuconotus",
 "Year 1970-2020"
 ]
}

 The dataset includes 1117 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031664-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3uk7mq
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, French Guiana, Colombia, Peru)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arapaima gigas"
 ]
}

 The dataset includes 191 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031666-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45dn8y
title: Occurrence Download

description: A dataset containing 3723 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sciurus deppei"
 ]
}

 The dataset includes 3723 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031665-251025141854904/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.30614822
title: Data supporting the manuscript 'Predator loss drives functional shifts in termite-mediated wood decomposition in tropical forests' by Dumas Gálvez, Daniel Murcia, José Rodríguez and Roderick Valdés

description: Here, we examined how the absence of the Northern Tamandua, a specialized termite predator, affects termite spatial ecology and wood consumption in Panama.
DOI: 10.6084/m9.figshare.30614822.v1
title: Data supporting the manuscript 'Predator loss drives functional shifts in termite-mediated wood decomposition in tropical forests' by Dumas Gálvez, Daniel Murcia, José Rodríguez and Roderick Valdés

description: Here, we examined how the absence of the Northern Tamandua, a specialized termite predator, affects termite spatial ecology and wood consumption in Panama.
DOI: 10.15468/dl.fymd2y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla marmorata",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031667-251025141854904/datasets/export for details.
DOI: 10.15468/dl.t7rj37
title: Occurrence Download

description: A dataset containing 12558460 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Italy"
 ]
}

 The dataset includes 12558460 records from 2756 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031621-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zf89x9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Crex crex",
 "Country is Albania",
 "Country is Austria",
 "Country is Bosnia and Herzegovina",
 "Country is Belgium",
 "Country is Bulgaria",
 "Country is Belarus",
 "Country is Switzerland",
 "Country is Cyprus",
 "Country is Czechia",
 "Country is Germany",
 "Country is Denmark",
 "Country is Estonia",
 "Country is Spain",
 "Country is Finland",
 "Country is France",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Country is Greece",
 "Country is Croatia",
 "Country is Hungary",
 "Country is Ireland",
 "Country is Italy",
 "Country is Lithuania",
 "Country is Luxembourg",
 "Country is Latvia",
 "Country is Moldova, Republic of",
 "Country is Montenegro",
 "Country is North Macedonia",
 "Country is Malta",
 "Country is Netherlands",
 "Country is Norway",
 "Country is Poland",
 "Country is Portugal",
 "Country is Romania",
 "Country is Serbia",
 "Country is Sweden",
 "Country is Slovenia",
 "Country is Slovakia",
 "Country is Türkiye",
 "Country is Ukraine",
 "Country is Kosovo",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005460-260120142942310/datasets/export for details.
DOI: 10.15468/dl.p3jyfh
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abies fraseri",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is United States of America",
 "Year is greater than or equal to 1998",
 "Year is less than or equal to 2008"
 ]
}

 The dataset includes 63 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005462-260120142942310/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.31129744
title: <b>Tear Cytokines in Retinitis Pigmentosa</b>

description: Retinitis pigmentosa (RP) is the most common inherited retinal dystrophy and has been linked to mood and sleep disturbances. Tear fluid is a convenient, non-invasive biofluid for biomarker research, as its composition varies with health status and reflects ocular neuroimmune pathways. In this observational case-control study, a large cohort of RP patients was analyzed for a custom panel of cytokines, chemokines, growth factors, and substance P.
DOI: 10.6084/m9.figshare.31129744.v1
title: <b>Tear Cytokines in Retinitis Pigmentosa</b>

description: Retinitis pigmentosa (RP) is the most common inherited retinal dystrophy and has been linked to mood and sleep disturbances. Tear fluid is a convenient, non-invasive biofluid for biomarker research, as its composition varies with health status and reflects ocular neuroimmune pathways. In this observational case-control study, a large cohort of RP patients was analyzed for a custom panel of cytokines, chemokines, growth factors, and substance P.
DOI: 10.15468/dl.yxjvq3
title: Occurrence Download

description: A dataset containing 20029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((6.63257 49.24854,6.67369 49.25669,6.67369 49.28175,6.64313 49.29177,6.62692 49.28583,6.63257 49.24854))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 20029 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005463-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18343340
title: Do areas of paleo–endemism coincide with regions of low climate velocity? A case study with orchids

description: This repository contains the supplementary materials associated with this study, including the shapefile of the Megamexico region and the datasets used for calculating the velocity of climate change (VoCC) and performing the CANAPE analysis. It also includes the checklist of Orchidaceae from Megamexico and the phylogenetic estimates used to calculate spatial phylogenetic metrics.
DOI: 10.5281/zenodo.18343341
title: Do areas of paleo–endemism coincide with regions of low climate velocity? A case study with orchids

description: This repository contains the supplementary materials associated with this study, including the shapefile of the Megamexico region and the datasets used for calculating the velocity of climate change (VoCC) and performing the CANAPE analysis. It also includes the checklist of Orchidaceae from Megamexico and the phylogenetic estimates used to calculate spatial phylogenetic metrics.
DOI: 10.15468/dl.nqhuyb
title: Occurrence Download

description: A dataset containing 2955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Centrocercus urophasianus",
 "Year 2024-2026"
 ]
}

 The dataset includes 2955 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005466-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.448k9k
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Martes martes",
 "Year 2025-2025"
 ]
}

 The dataset includes 319 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005468-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqn5ke
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Martes martes",
 "Year 1980-1980"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005464-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xcdnus
title: Occurrence Download

description: A dataset containing 7574 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Achyrocline satureioides"
 ]
}

 The dataset includes 7574 records from 295 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005465-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.