cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.sr7rgh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tridax procumbens L.",
 "Country is Nauru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075944-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13924260
title: Data and code in support of "Quantifying international climate finance needs and its social and climate benefits"

description: These folders contain the code and figures for experiments, data analysis and visualization of results associated with the paper "Quantifying international climate finance needs and its social and climate benefits".


The folder FullAdaptation contains the data needed to produce the figures reported in the main text assuming adaptation as in Agrawala et al.

The folder WITCHAdaptation contains the data needed to produce the figures reported in the supplementary material and discussed in the context of alternative assumptions for adaptation modeling.


Each of these folders contains:

- the original optimization experiments (with and without transfers under different inequality aversion levels);

- the CRICE code which is used to simulate the obtained policies from the folders above;

- folders containing figures (main/supp figures and optimization runtimes);

- world-administrative boundaries shapefile (https://public.opendatasoft.com/explore/dataset/world-administrative-boundaries/export/);

- script to compile the optimization version of CRICE (compile_run.sh). This is needed to run the optimizations but it requires substantial computational time;

- script to select the best solution/runtime across seeds (best_runtime.py);

- script to simulate the best solutions (simulate_sensitivity_mitigation.py). Before running this run "make clean && make" in the CRICE50 folder to make sure the simulation model is compiled;

- script to produce figures (analyze_results.py, plot_figures.py, plot_maps.py, plot_runtime.py).
DOI: 10.5281/zenodo.15765423
title: Data and code in support of "Quantifying international climate finance needs and its social and climate benefits"

description: These folders contain the code and figures for experiments, data analysis and visualization of results associated with the paper "Quantifying international climate finance needs and its social and climate benefits".


The folder FullAdaptation contains the data needed to produce the figures reported in the main text assuming adaptation as in Agrawala et al.

The folder WITCHAdaptation contains the data needed to produce the figures reported in the supplementary material and discussed in the context of alternative assumptions for adaptation modeling.


Each of these folders contains:

- the original optimization experiments (with and without transfers under different inequality aversion levels);

- the CRICE code which is used to simulate the obtained policies from the folders above;

- folders containing figures (main/supp figures and optimization runtimes);

- world-administrative boundaries shapefile (https://public.opendatasoft.com/explore/dataset/world-administrative-boundaries/export/);

- script to compile the optimization version of CRICE (compile_run.sh). This is needed to run the optimizations but it requires substantial computational time;

- script to select the best solution/runtime across seeds (best_runtime.py);

- script to simulate the best solutions (simulate_sensitivity_mitigation.py). Before running this run "make clean && make" in the CRICE50 folder to make sure the simulation model is compiled;

- script to produce figures (analyze_results.py, plot_figures.py, plot_maps.py, plot_runtime.py).
DOI: 10.15468/dl.uftpx6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tridax procumbens L.",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075946-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7t3by3
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tridax procumbens L.",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 56 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075947-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttggwt
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tridax procumbens L.",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075948-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtc4wk
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tridax procumbens L.",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075950-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57783/7jn4-n905
title: LibreChat-DEV
DOI: 10.57783/5482-6m13
title: LibreChat-TEST
DOI: 10.34847/nkl.3d371i2z
title: Sources de matière première pour les parures amérindiennes en Antilles

description: Gites potentiels de matière première pour la réalisation d'objets de parure à la période Céramique dans les Antilles. Cette base a été réalisée dans le cadre du PCR PAAF (Parures Amérindiennes en matériaux lithiques dans les Antilles Françaises), financé par la DAC Guadeloupe, la Région Guadeloupe et la DAC Martinique, de 2016 à 2020.
DOI: 10.15468/dl.geuecz
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masdevallia amabilis Rchb.f. & Warsz."
 ]
}

 The dataset includes 78 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075952-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mn27da
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia stricta (Haw.) Haw.",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075953-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmq3bt
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia stricta (Haw.) Haw.",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075955-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzjaxn
title: Occurrence Download

description: A dataset containing 9146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia stricta (Haw.) Haw.",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9146 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075954-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62w83t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia stricta (Haw.) Haw.",
 "Country is Eritrea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075959-250525065834625/datasets/export for details.
DOI: 10.15468/dl.p6yw53
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia stricta (Haw.) Haw.",
 "Country is Eswatini",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075960-250525065834625/datasets/export for details.
DOI: 10.15468/dl.uxvsvn
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia stricta (Haw.) Haw.",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 117 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075958-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.3d4f9664
title: Plan - Temples du Capitole

description: Plan Général. Altimétrie. Relevé de Baelo.
description: Plan, relevé, niveau, stratigraphie.../Plano, alzado, planta, estratigrafía...
description: Plan/Planta Mise au net/Dibujo limpio
description: 1500*1020
description: Pierre à pierre/Dibujo de planta
description: Boîte A3-A4 9
description: Coverage: Baelo Claudia
description: Coverage: Bolonia (Cádiz, España)
description: Coverage: Temples du Capitole/Templos del Capitolio
description: date: 1976/06
description: date: 1980/06/31
description: coverage: Baelo Claudia
description: coverage: Bolonia (Cádiz, España)
description: coverage: Temples du Capitole/Templos del Capitolio
DOI: 10.15468/dl.549gvf
title: Occurrence Download

description: A dataset containing 805 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Epidendrum orchidiflorum Salzm. ex Lindl."
 ]
}

 The dataset includes 805 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002563-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gbkv8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gymnopholus lichenifer Gressitt, 1966)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002564-250227182430271/datasets/export for details.
DOI: 10.34740/kaggle/dsv/10893801
title: Egypt Gold Prices | Daily Updated
DOI: 10.34740/kaggle/dsv/10893741
title: Car Cockpit Supply Chain Network
DOI: 10.15468/dl.y6fwfk
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Betiscoides meridionalis Sjöstedt, 1923)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002565-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5njsq
title: Occurrence Download

description: A dataset containing 57594 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-73.25 5.25,-72.75 5.25,-72.75 5.75,-73.25 5.75,-73.25 5.25))"
 ]
}

 The dataset includes 57594 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002505-250227182400228/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.28074941
title: Replication Materials for "The Pivot Penalty in Research"

description: Replication Package for "The Pivot Penalty in Research"By Ryan Hill, Yian Yin, Carolyn Stein, Xizhao Wang, Dashun Wang, and Benjamin F. JonesAbstract:Scientists and inventors set the direction of their work amidst evolving questions, opportunities, and challenges, yet the extent to which research directions are adaptable remains unclear. Theories of creative search highlight the potential benefits of exploration but also emphasize difficulties in moving beyond one’s expertise. Here we introduce a measurement framework to quantify how far researchers move from their existing work and apply it to millions of papers and patents. We find a pervasive “pivot penalty”, where the impact of new research steeply declines the further a researcher moves from their prior work. The pivot penalty applies nearly universally across science and patenting and has been growing in magnitude over the past five decades. Larger pivots further exhibit weak engagement with established mixtures of prior knowledge, lower publication success rates, and less market impact. Unexpected shocks to the research landscape, which may push researchers away from existing areas or pull them into new ones, further demonstrate substantial pivot penalties, including in the context of the COVID-19 pandemic. The pivot penalty generalizes across fields, career stage, productivity, collaboration, and funding contexts, highlighting both the breadth and depth of the adaptive challenge. Overall, the findings point to large and increasing challenges in adapting to new opportunities and threats, with implications for individual researchers, research organizations, science policy, and the capacity of science and society as a whole to confront emergent demands.
DOI: 10.15468/dl.renr8c
title: Occurrence Download

description: A dataset containing 12211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scilla luciliae (Boiss.) Speta)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 12211 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002516-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3c63vt
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hadramphus tuberculatus (Pascoe, 1877))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002517-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9w38u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Betiscoides sjostedti Key, 1937)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002567-250227182430271/datasets/export for details.
DOI: 10.15468/dl.2encq3
title: Occurrence Download

description: A dataset containing 117883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Berberis vulgaris L.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 117883 records from 484 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002557-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zvqbj
title: Occurrence Download

description: A dataset containing 3105393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bubulcus ibis (Linnaeus, 1758))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3105393 records from 2042 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002510-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8s6wa
title: Occurrence Download

description: A dataset listing the 39 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Cavity-nesting hymenopterans from nest-trap surveys conducted in 2020 in Montreal, Quebec"
 ]
}

 The dataset's 39 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055361-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/72cb6cfbb9eea9ee6353b0f7c645510c
title: Fire Self-Limitation (FiSL) Experiment: Quantifying Wildfire Carbon Combustion Losses in boreal Deciduous and Mixed Forests in Interior Alaska and the Boreal Cordillera I: Site Attribute Data 2022

description: This dataset contains site characteristics collected in the field for plots in 8 fire scars in Interior Alaska and the Yukon. Data was collected in the summer of 2022. Fire scars sampled included Shovel Creek (2019), Aggie Creek (2015), Hess Creek (2019), Baker (2015), Munson Creek (2021), Isom Creek (2020), 2019MA014 (2019), and 2019BC005 (2019). Data includes detailed site characteristics collected at the site level. Each site included three 10 m * 2 m plots (A, B, and C) laid in a single 30 m transect (or, where constrained, in parallel).
DOI: 10.15468/dl.3u94ud
title: Occurrence Download

description: A dataset containing 4958 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-9959.0",
 "Country is United States of America",
 "TaxonKey is Bromus tectorum"
 ]
}

 The dataset includes 4958 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055364-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/0aad7b4ce615a93ddebbb3e9c73386bb
title: Fire Self-Limitation (FiSL) Experiment: Quantifying Wildfire Carbon Combustion Losses in boreal Deciduous and Mixed Forests in Interior Alaska and the Boreal Cordillera II: Tree Inventory Data 2022

description: This dataset contains tree combustion measurements collected in the field for plots in 8 fire scars in Interior Alaska and the Yukon. Data was collected in the summer of 2022. Fire scars sampled included Shovel Creek (2019), Aggie Creek (2015), Hess Creek (2019), Baker (2015), Munson Creek (2021), Isom Creek (2020), 2019MA014 (2019), and 2019BC005 (2019). Tree species, diameters (DBH where possible, otherwise BD), condition (living/dead, standing/fallen, etc), and component combustion are recorded for every tree in each 10 m * 2 m plot.
DOI: 10.15468/dl.b64z3z
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "PublishingOrg is one of (97a3ce10-3e54-11d9-8439-b8a03c50a862, d5ef14a1-5177-4547-9ce2-46d84a4214eb, ab13adb9-ce23-444d-87c9-ce41f03ef2b3, 9d77fdeb-100f-4b29-98ad-4effdd824457, 2a7e3080-28a9-11dd-97cd-b8a03c50a862, eac88d99-9f6c-4031-8fc4-8088f0e0dfe7)",
 "TaxonKey is Pyrisitia venusta venusta"
 ]
}

 The dataset includes 68 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055367-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/4ec088618c83c9258937bf3020cf356e
title: Fire Self-Limitation (FiSL) Experiment: Quantifying Wildfire Carbon Combustion Losses in boreal Deciduous and Mixed Forests in Interior Alaska and the Boreal Cordillera III: Shrub Inventory Data

description: This dataset contains shrub combustion measurements collected in the field for plots in 8 fire scars in Interior Alaska and the Yukon. Data was collected in the summer of 2022. Fire scars sampled included Shovel Creek (2019), Aggie Creek (2015), Hess Creek (2019), Baker (2015), Munson Creek (2021), Isom Creek (2020), 2019MA014 (2019), and 2019BC005 (2019). Shrub species, stem diameters (BD), and component combustion were recorded for every shrub in each 10 m * 2 m plot.
DOI: 10.15468/dl.pabved
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes albopictus",
 "HasCoordinate is true",
 "Country is Netherlands"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055370-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbj7y3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes albopictus",
 "HasCoordinate is true",
 "Country is Sweden"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055368-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/28061
title: Chandra X-ray Observatory ObsId 28061

description: X-ray follow-up of eROSITA selected isolated neutron star candidates
DOI: 10.25574/28062
title: Chandra X-ray Observatory ObsId 28062

description: X-ray follow-up of eROSITA selected isolated neutron star candidates
DOI: 10.15468/dl.c2b8w8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes albopictus",
 "HasCoordinate is true",
 "Country is United Kingdom of Great Britain and Northern Ireland"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055369-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.