cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17828000
title: Fossils for Future and the billion-dollar case for palaeontology's digital infrastructure

description: Review of the support for community developed data resources


Relevant for the publication Dowding et al Fossils for Future.

This project aims to consider the longevity, community and financial support, use, and backend of palaeontological and Earth Science datasets.



Data


There are three datasets.



IRAL.csv is a survey of data resources and infrastructure. interested in the diversity dynamics of the databases. Richnesscsv3.csv is the curated version.

CuratorReview.xlsx is information volunteered by the authors, who are also database curators, about the back end, data volume, and running costs as of 2024. Finalcial valuations of three databases are in sheet 2.

Paleo database publication products.xlsx is a survey of the use of 6 databases according to the published literature that cites them.




Data Contact


Please contact EM Dowding for data inquiries, conflicts, or concerns. EM Dowding: dowdingem@gmail.com - Contact for inqueries regarding data located in IRAL/DATA.



Getting Started


There are 4 primary analsyses presented within Dowding et al (in prep): database origination rate, richness, extinction rate

Each are treated with a rolling mean and to account for boundary conditions in the time series, with the start and end dates of the oldest and still running were extended eg if they were active in 2024-25 their ages were extended to 2027 and plotted for the relevant times.

Concerning the analysis of longevity, exploratory and summary statistics were used to investigate the impact of more recently developed databases on trends.

###Contributing Dowding and K. Cryer were main contributors



Notes


Key functions are from DivDyn [https://cran.r-project.org/web/packages/divDyn/index.html]
DOI: 10.3535/7vn-t2p-8xa
title: Pyrausta aurata Scopoli

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fsk-1qg-nwt
title: Mniotype adusta Esper, 1790

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0fb-fnc-sa6
title: Gortyna flavago [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/chs-rmr-7dv
title: Vanessa cardui (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1ye-11c-7ne
title: Gortyna flavago [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3b0-nb9-fvy
title: Lygephila (Lygephila) pastinum Treitschke, 1826

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3x0-yq8-sp8
title: Lygephila (Lygephila) craccae [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d67-zp4-tlz
title: Gortyna flavago [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4k0-dh7-mfw
title: Lygephila (Lygephila) craccae [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dsn-3tn-z90
title: Polopeustis altensis Wocke, 1862

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d1v-2jd-h0b
title: Laspeyria flexula [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fvn-nx5-jwx
title: Plebejus argus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jbn-g3x-ffa
title: Aricia artaxerxes (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87x-dgm-42e
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.34810/data2785
title: Replication Data for: Neuroprotective effects of N-acetylcysteine-amide (AD4) in a Survival Mouse Model of Paraoxon Intoxication: Targeting Oxidative Stress, Neuroinflammation and Memory Impair-ments

description: This study aims to assess the neuroprotective effect of AD4 against organophosphate-induced neurotoxicity. Experiments were conducted in a murine model that survives paraoxon exposure. Animals received either serum or AD4 as post-treatment therapy. Behavioral assessments were performed several days later to evaluate motor activity (HLA) and memory (NORT). Following euthanasia, proteins were extracted from distinct brain regions to analyze the expression of GPX, catalase, and lipid peroxidation marker 4-HNE. Additional animals were perfused, and brain sections were processed for immunohistochemical quantification of GFAP and IBA-1. The results demonstrate that AD4 26 mitigates oxidative stress, neuroinflammation, and cognitive dysfunction following acute paraoxon intoxication.
description: Sheet 1: WB_GPX1_HP
description: Sheet 2: WB_GPX1_PFC
description: Sheet 3: WB_CAT_HP
description: Sheet 4: WB_CAT_PFC
description: Sheet 5: Kit_ELISA_4-HNE_HP
description: Sheet 6: Kit_ELISA_4-HNE_PFC
description: Sheet 7: IF_GFAP_HP_GD
description: Sheet 8: IF_GFAP_HP_CA1
description: Sheet 9: IF_GFAP_HP_CA3
description: Sheet 10: IF_GFAP_PFC
description: Sheet 11: IF_IBA1_DG
description: Sheet 12: IF_IBA1_CA1
description: Sheet 13: IF_IBA1_CA3
description: Sheet 14: HLA
description: Sheet 15: NORT
description: GraphPad Prism, 8.0
DOI: 10.3535/3vw-15n-mcj
title: Colias hyale (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/n61-xxd-qdg
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gyp-j3e-q6b
title: Luperina testacea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yqe-mck-3t4
title: Oligia strigilis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/68g-kw1-5la
title: Lycaenidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9lw-5d4-h71
title: Gortyna flavago [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1my-7a8-nzs
title: Eudonia sudetica Zeller, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pyh-jev-2zh
title: Boloria Moore, 1900

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3a1-l4t-p9q
title: Gortyna flavago [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ptx-1gk-ybj
title: Boloria Moore, 1900

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jrk-1hl-abb
title: Boloria aquilonaris (Stichel, 1908)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zyw-6t3-f4b
title: Lygephila (Lygephila) pastinum Treitschke, 1826

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/68a-hsq-vcr
title: Polopeustis altensis Wocke, 1862

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bm7-689-0tn
title: Gortyna flavago [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bkm-82y-dhs
title: Agriphila tristellus [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ezh-bkr-5x1
title: Pabulatrix pabulatricula (Brahm, 1791)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xp5-v1n-v3c
title: Diachrysia chrysitis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8p0-qlm-fa1
title: Syngrapha hochenwarthi (Hochenwarth, 1785)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/26n-trm-88v
title: Polopeustis altensis Wocke, 1862

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5k4-0jz-tgt
title: Ochropleura plecta Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17068910
title: Conservation outcomes of dietary transitions across different values of nature - model outputs

description: Archive of output reports produced for the MAgPIE v4.8.2 paper Conservation outcomes of dietary transitions across different values of nature.

Data



The file aoh_output.tgz contains spatial data and aggregated reports of the Area of Habitat (AOH) change assessment for all assessed species and across all scenarios. The R code used to derive these outputs is also included. The summary statistics shown in Figure 2 and Figure 3 have been derived from this data. The data has also been used to create Extended Data Figures 5-7 and is shown in the Supplementary Information. Spatial data shown in Extended Data Figure 7 was created in combination with rasterized range polygons obtained from the IUCN Red List Database (IUCN 2020).

The file pollsuff_output.tgz includes spatial data and aggregated reports on the the global and regional cropland area (Mha) that is subject to insufficient and sufficient pollination supply. The R code used to derive these outputs is also included. The column ‘poll_class’ signifies 1 as insufficient and 2 as sufficient pollination supply. The data is shown in Figure 4, Extended Data Figure 8 and the Supplementary Information.

The file glosem_output.tgz  includes spatial data (Mg per hectare and year) and aggregated reports (Pg per year) on the estimated global and regional soil loss across all modelled scenarios. The R code used to derive these outputs is also included. The data is displayed in Figure 4, Extended Data Figure 9 and the Supplementary Information.

The file magpie_output.tgz contains regional and global output variables from the MAgPIE model used in this study. The data is shown in Figure 1 and 5, as well as in Extended Data Figures 2-4 and the Supplementary Information. The file rev9_healthyLscps_validation.rds contains validation data for the MAgPIE model output variables.


 

Model code

The model code of the MAgPIE and SEALS models can be accessed via:

MAgPIE model code:



https://doi.org/10.5281/zenodo.13833444 and https://github.com/magpiemodel/magpie


MAgPIE model documentation:



https://rse.pik-potsdam.de/doc/magpie/4.8.2/


SEALS model code:



https://github.com/jandrewjohnson/seals_dev/releases/tag/v1.0.0


SEALS model documentation:



https://justinandrewjohnson.com/earth_economy_devstack/seals_overview.html


 

Cited references

IUCN. (2020). The IUCN Red List of Threatened Species. Version 2020-2. https://www.iucnredlist.org. Downloaded on 25 November 2020
DOI: 10.3535/agv-slk-2q3
title: Aricia artaxerxes (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/el7-q98-39m
title: Pyrausta aurata Scopoli

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.10599895
title: Conservation outcomes of dietary transitions across different values of nature - model outputs

description: Archive of output reports produced for the MAgPIE v4.8.2 paper Conservation outcomes of dietary transitions across different values of nature.

Data



The file aoh_output.tgz contains spatial data and aggregated reports of the Area of Habitat (AOH) change assessment for all assessed species and across all scenarios. The R code used to derive these outputs is also included. The summary statistics shown in Figure 2 and Figure 3 have been derived from this data. The data has also been used to create Extended Data Figures 5-7 and is shown in the Supplementary Information. Spatial data shown in Extended Data Figure 7 was created in combination with rasterized range polygons obtained from the IUCN Red List Database (IUCN 2020).

The file pollsuff_output.tgz includes spatial data and aggregated reports on the the global and regional cropland area (Mha) that is subject to insufficient and sufficient pollination supply. The R code used to derive these outputs is also included. The column ‘poll_class’ signifies 1 as insufficient and 2 as sufficient pollination supply. The data is shown in Figure 4, Extended Data Figure 8 and the Supplementary Information.

The file glosem_output.tgz  includes spatial data (Mg per hectare and year) and aggregated reports (Pg per year) on the estimated global and regional soil loss across all modelled scenarios. The R code used to derive these outputs is also included. The data is displayed in Figure 4, Extended Data Figure 9 and the Supplementary Information.

The file magpie_output.tgz contains regional and global output variables from the MAgPIE model used in this study. The data is shown in Figure 1 and 5, as well as in Extended Data Figures 2-4 and the Supplementary Information. The file rev9_healthyLscps_validation.rds contains validation data for the MAgPIE model output variables.


 

Model code

The model code of the MAgPIE and SEALS models can be accessed via:

MAgPIE model code:



https://doi.org/10.5281/zenodo.13833444 and https://github.com/magpiemodel/magpie


MAgPIE model documentation:



https://rse.pik-potsdam.de/doc/magpie/4.8.2/


SEALS model code:



https://github.com/jandrewjohnson/seals_dev/releases/tag/v1.0.0


SEALS model documentation:



https://justinandrewjohnson.com/earth_economy_devstack/seals_overview.html


 

Cited references

IUCN. (2020). The IUCN Red List of Threatened Species. Version 2020-2. https://www.iucnredlist.org. Downloaded on 25 November 2020
DOI: 10.3535/jsz-ha7-ep9
title: Boloria Moore, 1900

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k80-byn-e2m
title: Anarta (Calocestra) melanopa Thunberg, 1791

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1rg-dx1-1mv
title: Hydraecia nordstroemi Horke, 1952

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fl2-0h2-h92
title: Gortyna flavago [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4w8-dph-nc6
title: Eudonia sudetica Zeller, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6ae-6bf-hqd
title: Eudonia murana Curtis, 1827

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bxe-5ga-370
title: Euchalcia (Euchalcia) modestoides Poole, 1989

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fj1-rva-413
title: Eudonia murana Curtis, 1827

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c15-qbj-rdk
title: Parastichtis suspecta Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eqa-vrh-t30
title: Denisia stipella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hrf-r7h-1ne
title: Parastichtis suspecta Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/n2k-mmz-naq
title: Pyrausta cingulata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rze-xh4-gjj
title: Agriades Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/spc-5d2-cp2
title: Aglais io (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nqb-7wr-8q4
title: Agrotis exclamationis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/psz-kjy-c1v
title: Denisia stipella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/495-17j-q8n
title: Agrotis exclamationis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k9f-0c7-prj
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hqt-00j-hk8
title: Pyrausta cingulata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/383-bf1-52t
title: Pyrausta cingulata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/syr-9t0-98m
title: Euphydryas Scudder, 1872

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fbr-9q1-y0n
title: Orgyia (Thylacigyna) antiquoides (Hübner, 1822)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fql-j0h-wda
title: Lycaenidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c8l-9bh-hf1
title: Denisia stipella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fh5-w5x-vmh
title: Achlya flavicornis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t1h-axb-wm6
title: Euplexia lucipara (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bxk-rz9-qq5
title: Agrotis exclamationis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yh0-5sr-yx1
title: Pyrausta cingulata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17877/tudodata-2025-mg4wudlh
title: Analogieversuchsbasierte Auslegung partikelgedämpfter Werkzeugaufnahmen / Analogy-Based Design of Particle Damped Tool Holders

description: &lt;p&gt;Die vorliegenden High-Speed-Videos sind der "Analogieversuchsbasierten Auslegung partikelgedämpfter Werkzeugaufnahmen" zuzuordnen. Im Speziellen erfolgte eine sinusförmige Anregung der beiden Systeme mit unterschiedlicher Wandungsstruktur im Eigenfrequenzbereich mithilfe eines Shakers. Dabei lassen sich adäquate Bewegungen der 50%igen WC-ZrO2-Partikelbefüllung (d = 0,4...0,6 mm; ρ = 6,06 g/cm³) erkennen.
&lt;/p&gt;
description: &lt;p&gt;These high-speed videos are relate to the “Analogy-Based Design of Particle Damped Tool Holders”. Specifically, both systems with different surface structures were subjected to sinusoidal excitation in their natural frequency ranges using a shaker. Adequate movement of the 50% WC-ZrO2 particle filling (d = 0.4...0.6 mm; ρ = 6.06 g/cm³) can be observed.
&lt;/p&gt;
DOI: 10.3535/49k-csb-xl0
title: Pyrausta cingulata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pya-nbz-y8p
title: Pyrausta cingulata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ckv-l21-7gj
title: Plebejus argus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lsb-y1x-49p
title: Parastichtis suspecta Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/839-s5v-5l7
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/l6m-x29-ln4
title: Achlya flavicornis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/412-jq3-4ng
title: Syngrapha interrogationis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jsc-f7v-yd5
title: Denisia similella (Hübner, 1796)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3rb-hr3-gnj
title: Mniotype adusta Esper, 1790

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fkp-sha-3xw
title: Eudonia murana Curtis, 1827

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s9c-v21-a7c
title: Syngrapha hochenwarthi (Hochenwarth, 1785)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/beh-lkk-ctw
title: Noctua interposita Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.84khhz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.057 -4.081841, 102.986559 -4.087404, 102.91785 -4.103958, 102.852561 -4.131095, 102.792298 -4.168149, 102.738544 -4.214207, 102.692621 -4.268138, 102.655661 -4.328615, 102.628575 -4.39415, 102.612032 -4.463131, 102.606442 -4.533859, 102.611945 -4.604595, 102.628411 -4.673595, 102.655435 -4.739161, 102.692355 -4.799676, 102.738264 -4.853649, 102.792032 -4.89975, 102.852334 -4.936842, 102.917685 -4.96401, 102.986472 -4.980583, 103.057 -4.986153, 103.127528 -4.980583, 103.196315 -4.96401, 103.261666 -4.936842, 103.321968 -4.89975, 103.375736 -4.853649, 103.421645 -4.799676, 103.458565 -4.739161, 103.485589 -4.673595, 103.502055 -4.604595, 103.507558 -4.533859, 103.501968 -4.463131, 103.485425 -4.39415, 103.458339 -4.328615, 103.421379 -4.268138, 103.375456 -4.214207, 103.321702 -4.168149, 103.261439 -4.131095, 103.19615 -4.103958, 103.127441 -4.087404, 103.057 -4.081841))"},{"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/0030915-251120083545085/datasets/export for details.