cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.s956zk
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilochaetus fulgoris",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037230-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qea8bd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((110.356 -1.265818, 110.28572 -1.271384, 110.217169 -1.287945, 110.152035 -1.315093, 110.091921 -1.35216, 110.038305 -1.398235, 109.992509 -1.452182, 109.95566 -1.512674, 109.928665 -1.578222, 109.91219 -1.647212, 109.906642 -1.717947, 109.912158 -1.788684, 109.928603 -1.857682, 109.955574 -1.923242, 109.992409 -1.983748, 110.0382 -2.037711, 110.09182 -2.083801, 110.15195 -2.120883, 110.217107 -2.148043, 110.285687 -2.164611, 110.356 -2.170179, 110.426313 -2.164611, 110.494893 -2.148043, 110.56005 -2.120883, 110.62018 -2.083801, 110.6738 -2.037711, 110.719591 -1.983748, 110.756426 -1.923242, 110.783397 -1.857682, 110.799842 -1.788684, 110.805358 -1.717947, 110.79981 -1.647212, 110.783335 -1.578222, 110.75634 -1.512674, 110.719491 -1.452182, 110.673695 -1.398235, 110.620079 -1.35216, 110.559965 -1.315093, 110.494831 -1.287945, 110.42628 -1.271384, 110.356 -1.265818))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037231-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17854618
title: Climate Policy Modelling Protocol

description: This protocol includes current energy and climate policies for major economies, and details the instruments, targets and sectors for each policy. It provides a detailed list of climate policies as well as their quantification (following the Integrated Assessment Modelling Community (IAMC) conventions where possible). The final goal is to translate climate policies into energy and climate model input, and facilitate policy impact projections on greenhouse gas emissions.

Climate policy on the national level, is defined as the result of climate policy formulation and climate policy implementation that encompasses aspirational goals not secured by legislation, national targets that are secured by legislation, and policy instruments designed to implement these targets. Only implemented policies are included in this protocol, and are defined as policies adopted by the government through legislation or executive orders, and non-binding targets backed by effective policy instruments.

To compose the protocol, first a selection of climate policies with potentially high impact in terms of emission reductions is performed by the policy teams of PBL and NewClimate (Climate Policy Database), and translated into model input indicators. Then, with the help of (inter)national experts and partners, an evaluation round of the selected policies is performed, before finalizing the complete policy list. Policy instruments are represented in the integrated assessment models as explicit as possible, but simplification is sometimes necessary; replicating the impact on greenhouse gas emissions and the energy system transformation is considered as the most important factor. 

It should be noted that the policy environment is constantly changing, thus policy changes with a possibly high impact may occur between protocol updates that are not included in certain versions. Under ELEVATE, the protocol received major updates in terms of standardization of policy and target variable names and units - according to IAMC conventions, to facilitate use from all Integrated Assessment Models in the community.
DOI: 10.5281/zenodo.11657869
title: Climate Policy Modelling Protocol

description: This protocol includes current energy and climate policies for major economies, and details the instruments, targets and sectors for each policy. It provides a detailed list of climate policies as well as their quantification (following the Integrated Assessment Modelling Community (IAMC) conventions where possible). The final goal is to translate climate policies into energy and climate model input, and facilitate policy impact projections on greenhouse gas emissions.

Climate policy on the national level, is defined as the result of climate policy formulation and climate policy implementation that encompasses aspirational goals not secured by legislation, national targets that are secured by legislation, and policy instruments designed to implement these targets. Only implemented policies are included in this protocol, and are defined as policies adopted by the government through legislation or executive orders, and non-binding targets backed by effective policy instruments.

To compose the protocol, first a selection of climate policies with potentially high impact in terms of emission reductions is performed by the policy teams of PBL and NewClimate (Climate Policy Database), and translated into model input indicators. Then, with the help of (inter)national experts and partners, an evaluation round of the selected policies is performed, before finalizing the complete policy list. Policy instruments are represented in the integrated assessment models as explicit as possible, but simplification is sometimes necessary; replicating the impact on greenhouse gas emissions and the energy system transformation is considered as the most important factor. 

It should be noted that the policy environment is constantly changing, thus policy changes with a possibly high impact may occur between protocol updates that are not included in certain versions. Under ELEVATE, the protocol received major updates in terms of standardization of policy and target variable names and units - according to IAMC conventions, to facilitate use from all Integrated Assessment Models in the community.
DOI: 10.5281/zenodo.17854372
title: "Spatiotemporal Evolution of Urban Traffic Congestion Resilience

description: This dataset provides all processed spatial and temporal data required to reproduce the analysis of urban traffic congestion resilience in Kunming, China. It includes:

Study area boundary and road network shapefiles

Road-level indicator dataset (Road_Attribute_Table.csv)

Normalized modelling inputs

Computed resilience outputs (Result_Resilience.csv)

Reproducible scripts for data processing and model implementation

Two external data sources used in this study—

Raw traffic condition data from the Gaode Map API(https://lbs.amap.com/), and

Population-mobility data from the Baidu Huiyan Urban Big Data Platform (https://huiyan.baidu.com/) cannot be publicly redistributed due to third-party licensing restrictions. Nevertheless, all processed features and derived indicators needed to replicate the modelling workflow, figures, and final results are fully provided in this repository.
DOI: 10.5281/zenodo.17854373
title: "Spatiotemporal Evolution of Urban Traffic Congestion Resilience

description: This dataset provides all processed spatial and temporal data required to reproduce the analysis of urban traffic congestion resilience in Kunming, China. It includes:

Study area boundary and road network shapefiles

Road-level indicator dataset (Road_Attribute_Table.csv)

Normalized modelling inputs

Computed resilience outputs (Result_Resilience.csv)

Reproducible scripts for data processing and model implementation

Two external data sources used in this study—

Raw traffic condition data from the Gaode Map API(https://lbs.amap.com/), and

Population-mobility data from the Baidu Huiyan Urban Big Data Platform (https://huiyan.baidu.com/) cannot be publicly redistributed due to third-party licensing restrictions. Nevertheless, all processed features and derived indicators needed to replicate the modelling workflow, figures, and final results are fully provided in this repository.
DOI: 10.15468/dl.cc67vc
title: Occurrence Download

description: A dataset containing 15277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-5979.0",
 "Geometry POLYGON((-2.47526 43.49978,3.68539 41.81716,10.3631 44.10272,8.42689 47.89121,2.3508 52.56262,-4.51048 47.29771,-2.47526 43.49978))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arvicola amphibius"
 ]
}

 The dataset includes 15277 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037232-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5p7b49
title: Occurrence Download

description: A dataset containing 7017087 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Orthoptera"
 ]
}

 The dataset includes 7017087 records from 7035 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037165-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qk6fwb
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paramugil parmatus (Cantor, 1849)"
 ]
}

 The dataset includes 173 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0333712-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbh9ga
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peltogyne mexicana Martínez"
 ]
}

 The dataset includes 69 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007110-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nafuz6
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tomicodon rhabdotus Smith-Vaniz, 1969"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061650-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.em3cdz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonchus elongatus Kunze ex Schlecht."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137431-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ad9zbp
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rasbora caudimaculata Volz, 1903"
 ]
}

 The dataset includes 107 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0333724-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kstwj
title: Occurrence Download

description: A dataset containing 12995 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypericum hypericoides (L.) Crantz"
 ]
}

 The dataset includes 12995 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144494-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qmg76
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erysimum rhaeticum Kunze ex Willk., 1880, Erysiphe akebiae (Sawada) U.Braun & S.Takam.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240362-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjxnbk
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Steyerbromelia deflexa L.B.Sm. & H.Rob."
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144470-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fex5js
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Nannostomus harrisoni (Eigenmann, 1909))"
 ]
}

 The dataset includes 124 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013652-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8298076
title: Egypt Gold Prices | Daily Updated
DOI: 10.15468/dl.tateb7
title: Occurrence Download

description: A dataset containing 118398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "GadmGid is PRT",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2022-2022"
 ]
}

 The dataset includes 118398 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061654-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyu2fp
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stevia yalae Cabrera"
 ]
}

 The dataset includes 26 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144439-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tr42jj
title: Occurrence Download

description: A dataset containing 1810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (Åland Islands, Denmark, Austria, France, Germany, United Kingdom of Great Britain and Northern Ireland, Netherlands)",
 "TaxonKey is Didea fasciata Macquart, 1834"
 ]
}

 The dataset includes 1810 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009833-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyvt8j
title: Occurrence Download

description: A dataset containing 2161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista triacanthos Brot.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2161 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261664-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.af7n2w
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Succisa kamerunensis Engl. ex Mildbr."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002794-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rf59xs
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coilia neglecta Whitehead, 1967"
 ]
}

 The dataset includes 41 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0333717-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e44je9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum leonicum Soest, 1983"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007111-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w76dkp
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Redigobius isognathus (Bleeker, 1878)"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061643-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqb7g5
title: Occurrence Download

description: A dataset containing 528 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Subularia monticola A.Braun ex Schweinf."
 ]
}

 The dataset includes 528 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002793-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjkvrd
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Myrmecocystus yuma Wheeler, 1912"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163179-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2xuh6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum tuzgoluense Yild. & Dogru-Koca"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009840-230810091245214/datasets/export for details.
DOI: 10.15468/dl.s9fuvb
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eugerres mexicanus (Steindachner, 1863)"
 ]
}

 The dataset includes 221 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0333704-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfeffc
title: Occurrence Download

description: A dataset containing 57448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lymantria dispar Linnaeus, 1758",
 "Year 1000-2022"
 ]
}

 The dataset includes 57448 records from 448 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009846-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guqysa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonchus gramineus Bojer, 1838"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137454-230530130749713/datasets/export for details.
DOI: 10.15468/dl.km6dj5
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leea macrophylla Roxb. ex Hornem."
 ]
}

 The dataset includes 174 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313885-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unbjv8
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Steviopsis dryophila (B.L.Rob.) B.L.Turner"
 ]
}

 The dataset includes 98 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144458-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apepnd
title: Occurrence Download

description: A dataset containing 468 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrocephalon maleo S.Müller, 1846"
 ]
}

 The dataset includes 468 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172229-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.