cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9cwy2m
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-111.40137 26.01563,-107.70996 26.01563,-107.70996 30.67383,-111.40137 30.67383,-111.40137 26.01563))",
 "HasCoordinate is true",
 "TaxonKey is Physcia stellaris (L.) Nyl."
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063877-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rk6132
title: Occurrence Download

description: A dataset containing 4266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boa constrictor Linnaeus, 1758"
 ]
}

 The dataset includes 4266 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007167-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5voqnv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"3863481","matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false},{"type":"equals","key":"BASIS_OF_RECORD","value":"HUMANOBSERVATION","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009683-200221144449610/datasets/export for details.
DOI: 10.15468/dl.kepjgx
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mirbelia pungens A.Cunn. ex G.Don",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 388 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046241-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3rqeb
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Evius Walker, 1855"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002902-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mlmern
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 "Country is Colombia",
 {
 "or" : [
 "PublishingOrg is cccff716-2694-4209-9f9e-2f7a484465a0",
 "PublishingOrg is eac88d99-9f6c-4031-8fc4-8088f0e0dfe7",
 "PublishingOrg is 478a9e81-e716-42dc-a68d-03487953a32e",
 "PublishingOrg is f7f9717e-9e50-4a00-a30f-7b134390a566"
 ]
 },
 "Geometry POLYGON((-75.86037 5.92438,-75.91999 5.94864,-75.95924 5.9024,-75.9922 5.78522,-75.95924 5.64056,-75.82794 5.57714,-75.75417 5.58746,-75.70942 5.58426,-75.6443 5.6131,-75.51991 5.65109,-75.51258 5.74081,-75.50434 5.77286,-75.54737 5.86441,-75.56557 5.94086,-75.65346 5.98846,-75.7505 5.97198,-75.86037 5.92438))",
 "TaxonKey is Reptilia"
 ]
}

 The dataset includes 58 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002307-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ar57ds
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chinchillula sahamae Thomas, 1898",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 91 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006230-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.diynvg
title: Occurrence Download

description: A dataset containing 6398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Anas americana J.F.Gmelin, 1789"
 ]
}

 The dataset includes 6398 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002899-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.naqffs
title: Occurrence Download

description: A dataset containing 1318635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 1318635 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011698-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3tmrz
title: Occurrence Download

description: A dataset containing 4402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Notorynchus cepedianus (Péron, 1807)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 4402 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000051-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzx2jr
title: Occurrence Download

description: A dataset containing 2918011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingCountry is China"
 ]
}

 The dataset includes 2918011 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000038-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11441410
title: LIS-AquaCrop72_testcase

description: Data for LIS-AC72 test case submitted to NASA-LISF.

This repository contains:

(1) aquacropv72test_ldt.tar.gz contains the input and target output for the ldt/testcases/Param_AquaCrop test case.

(2) aquacropv72test_input.tar.gz contains the input data to run the lis/testcases/surfacemodels/land/ac.7.2 test case.

(3) aquacropv72test_output.tar.gz contains the target output of the lis/testcases/surfacemodels/land/ac.7.2 test case.

 

For any questions, please refer to the AquaCropv72 PR on https://github.com/NASA-LIS/LISF and contact Louise Busschaert (louise.busschaert@kuleuven.be)
DOI: 10.5281/zenodo.11441411
title: LIS-AquaCrop_testcase

description: Preliminary LIS-AquaCrop test case
DOI: 10.5281/zenodo.11444487
title: LIS-AquaCrop_testcase

description: Preliminary LIS-AquaCrop test case
DOI: 10.5281/zenodo.14035685
title: LIS-AquaCrop72_testcase

description: Data for LIS-AC72 test case submitted to NASA-LISF.

This repository contains:

(1) aquacropv72test_ldt.tar.gz contains the input and target output for the ldt/testcases/Param_AquaCrop test case.

(2) aquacropv72test_input.tar.gz contains the input data to run the lis/testcases/surfacemodels/land/ac.7.2 test case.

(3) aquacropv72test_output.tar.gz contains the target output of the lis/testcases/surfacemodels/land/ac.7.2 test case.

 

For any questions, please refer to the AquaCropv72 PR on https://github.com/NASA-LIS/LISF and contact Louise Busschaert (louise.busschaert@kuleuven.be)
DOI: 10.5281/zenodo.14887278
title: LIS-AquaCrop72_testcase

description: Data for LIS-AC72 test case submitted to NASA-LISF.

This repository contains:

(1) aquacropv72test_ldt.tar.gz contains the input and target output for the ldt/testcases/Param_AquaCrop test case.

(2) aquacropv72test_input.tar.gz contains the input data to run the lis/testcases/surfacemodels/land/ac.7.2 test case.

(3) aquacropv72test_output.tar.gz contains the target output of the lis/testcases/surfacemodels/land/ac.7.2 test case.

 

For any questions, please refer to the AquaCropv72 PR on https://github.com/NASA-LIS/LISF and contact Louise Busschaert (louise.busschaert@kuleuven.be)
DOI: 10.15468/dl.ez4um3
title: Occurrence Download

description: A dataset containing 728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxynotus centrina (Linnaeus, 1758)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 728 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000053-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dectk
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxonomy and distribution of African chiggers (Acariformes, Trombiculidae)"
 ]
}

 The dataset includes 212 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000054-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3udns
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centrina paradoxa (Frade, 1929)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000055-250218110819086/datasets/export for details.
DOI: 10.15468/dl.vjqf9h
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((34.10029 -10.87185,34.10074 -10.87488,34.09912 -10.87578,34.1005 -10.87705,34.10092 -10.87861,34.10303 -10.87777,34.10357 -10.87699,34.10543 -10.87675,34.1085 -10.87626,34.10983 -10.87729,34.11169 -10.87705,34.1135 -10.87885,34.11711 -10.87693,34.11849 -10.87548,34.1218 -10.87452,34.12655 -10.87723,34.12589 -10.87891,34.12499 -10.88023,34.12317 -10.88135,34.12251 -10.88274,34.12203 -10.88502,34.12468 -10.88412,34.12588 -10.88346,34.13021 -10.88466,34.1316 -10.88243,34.13322 -10.88141,34.13515 -10.88105,34.13683 -10.88129,34.13785 -10.87955,34.13707 -10.87612,34.13924 -10.87792,34.14147 -10.87828,34.14351 -10.876,34.14159 -10.87299,34.13918 -10.87142,34.13515 -10.86998,34.13352 -10.86902,34.13394 -10.86438,34.13467 -10.86216,34.12943 -10.8627,34.13003 -10.85915,34.12835 -10.85759,34.12716 -10.85672,34.1248 -10.85509,34.12083 -10.85485,34.1198 -10.8556,34.11901 -10.85789,34.11721 -10.86036,34.11546 -10.8618,34.1136 -10.86174,34.11348 -10.86349,34.11209 -10.86415,34.11179 -10.86559,34.10877 -10.86794,34.1054 -10.86836,34.10516 -10.86992,34.10318 -10.87083,34.10149 -10.87113,34.10029 -10.87185))",
 "IucnRedListCategory is one of (NT, VU, EN, CR)",
 "Year 2012-2025"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000056-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.nd98i7y4
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5947465 records)
DOI: 10.5281/zenodo.14209674
title: United Kingdom State of Nature 2023 terrestrial and freshwater animal dataset, including species trend data for England, Northern Ireland, Scotland and Wales

description: These datasets contain the terrestrial and freshwater animal trend data used in creating the 2023 State of Nature reports for the UK and its constituent countries. Trend data for long- (1970-2020/21) and short-term (2010-2020) periods have been calculated by fitting statistical models to measures of abundance (753 species) or occupancy (for 4979 species) across the UK. Trend data is also available for each constituent country: England, Northern Ireland, Scotland and Wales for reduced sets of species.
DOI: 10.5281/zenodo.14209675
title: United Kingdom State of Nature 2023 terrestrial and freshwater animal dataset, including species trend data for England, Northern Ireland, Scotland and Wales

description: These datasets contain the terrestrial and freshwater animal trend data used in creating the 2023 State of Nature reports for the UK and its constituent countries. Trend data for long- (1970-2020/21) and short-term (2010-2020) periods have been calculated by fitting statistical models to measures of abundance (753 species) or occupancy (for 4979 species) across the UK. Trend data is also available for each constituent country: England, Northern Ireland, Scotland and Wales for reduced sets of species.
DOI: 10.15468/dl.att8kr
title: Occurrence Download

description: A dataset containing 562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Somniosus microcephalus (Bloch & Schneider, 1801)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 562 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000059-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hs92cw
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Squatina argentina (Marini, 1930)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 68 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000061-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/d3888
title: Dataset in support of the thesis 'Temporal dynamics in emergent communication'

description: Olaf Lipinski PhD Thesis Dataset/Code

This dataset contains the code bases for every chapter of the thesis, including instructions on how to run them.

The code bases present are:

Code for the Temporal Progression Games - accompanying our paper "Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication". This code allows for analysis of spatial relationships in emergent communication. 

Code for the Temporal Referential Games - accompanying our paper "It’s About Time: Temporal References in Emergent Communication". This code provides a new architecture and dataset for Emergent Communication research. We introduce a variant of the well-known referential games, where we include a temporal aspect to the communication. This is done through skewing the target distribution to include target repetitions at random intervals. Through this, we aim to study how and when temporal references can emerge between agents.

Code for the Emergent Communication in Werewolf - accompanying our paper "Emergent Password Signalling in the Game of Werewolf". This code analyses the impact of communication time and voting plurality in Emergent Communication in the game of Werewolf.

Code for emlangkit - A toolkit that aims to collect all metrics currently used in emergent communication research into one place. The usage should be convenient and the inputs should be standardised, to ease adoption and spread of these metrics.

Related publications:

1. Olaf Lipinski, Adam J. Sobey, Federico Cerutti, and Timothy J. Norman. Speaking Your
Language: Spatial Relationships in Interpretable Emergent Communication. In Neural
Information Processing Systems (NeurIPS), December 2024

2. Olaf Lipinski, Adam J. Sobey, Federico Cerutti, and Timothy J. Norman. It’s About Time:
Temporal References in Emergent Communication. In arXiv:2310.06555 (Under review),
October 2023

3. Olaf Lipinski, Adam J. Sobey, Federico Cerutti, and Timothy J. Norman. Emergent Password
Signalling in the Game of Werewolf. In Emergent Communication Workshop at ICLR 2022,
April 2022
DOI: 10.15468/dl.jqcwy4
title: Occurrence Download

description: A dataset containing 1714213 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet observations"
 ]
}

 The dataset includes 1714213 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000057-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmywkg
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Squatina squatina (Linnaeus, 1758)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 255 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000062-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5pstw
title: Occurrence Download

description: A dataset listing the 15746 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet observations"
 ]
}

 The dataset's 15746 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000058-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14634798
title: Supplementary Material from Model Integration Metadata

description: This is supplementary data for the Master thesis on Model Integration Metadata. This data includes the sources used, the models found in each source and the full model-features table.
DOI: 10.5281/zenodo.14634799
title: Supplementary Material from Model Integration Metadata

description: This is supplementary data for the Master thesis on Model Integration Metadata. This data includes the sources used, the models found in each source and the full model-features table.
DOI: 10.15468/dl.qa86m9
title: Occurrence Download

description: A dataset containing 95668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Month is February",
 "Year 2025-2025"
 ]
}

 The dataset includes 95668 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000064-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7myc57
title: Occurrence Download

description: A dataset containing 573 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Centre for Plant Medicine Research (CPMR) medicinal plants dataset"
 ]
}

 The dataset includes 573 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000066-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdkmk4
title: Occurrence Download

description: A dataset containing 1339711 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EBCC Atlas of European Breeding Birds"
 ]
}

 The dataset includes 1339711 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000060-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14887276
title: Assessing the visual quality of urban roadway plant landscape based on geographically weighted principal component analysis (GWPCA)
DOI: 10.5281/zenodo.14887277
title: Assessing the visual quality of urban roadway plant landscape based on geographically weighted principal component analysis (GWPCA)
DOI: 10.15468/dl.ej7sjj
title: Occurrence Download

description: A dataset containing 615537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium arvense (L.) Scop.",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 615537 records from 1184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000052-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7bedm
title: Occurrence Download

description: A dataset containing 634257 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventario Español de Especies Terrestres (MAGRAMA)"
 ]
}

 The dataset includes 634257 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000063-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vaxy3
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dicranoloma cylindrothecium (Mitt.) Sakurai",
 "Year 1970-2025"
 ]
}

 The dataset includes 180 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000067-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.