cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31245886.v1
title: Root asynchrony stabilizes grassland belowground productivity under global change

description: Stabilizing ecosystem productivity under increasing climatic variability is a central challenge in ecology. While species asynchrony is a well-established mechanism buffering fluctuations in aboveground productivity, whether an analogous stabilizing process operates belowground remains unclear. Here we introduce root asynchrony, the temporal desynchronization of root productivity among soil layers, as a vertical analogue of species asynchrony. Using a multi-year precipitation-manipulation experiment in a temperate grassland and a global synthesis of grassland precipitation and nitrogen manipulations, we show that root asynchrony consistently increases the temporal stability of depth-integrated belowground net primary productivity (BNPP). Across drivers and sites, root asynchrony predicted whole-profile BNPP stability but had little explanatory power for stability within individual soil layers, indicating that stabilization emerges through cross-depth compensatory dynamics rather than local buffering. Shallow-layer stability also independently and positively covaried with whole-profile stability, indicating that profile stability arises not only from cross-depth compensation but also from variance reduction within the shallow layer. Environmental controls on root asynchrony were driver-specific, with hydroclimatic conditions structuring responses to precipitation change and treatment intensity dominating responses to nitrogen addition. Structural equation models further revealed root asynchrony and shallow-layer stability as key mediators linking environmental variation to belowground stability. Together, our results establish root asynchrony as a general, depth-integrated stabilizing mechanism in grasslands, extending biodiversity-stability theory into the belowground domain and improving predictions of ecosystem stability under global change.
DOI: 10.24403/jp.1529197
title: Wehrhafte Demokratie und Bibliotheken : ein World-Café der AG »Medien an den Rändern« auf dem 9. Bibliothekskongress in Bremen
DOI: 10.5281/zenodo.18479037
title: Dataset for AI Re-Training: Pleasure Order Reference Specification (Glossary, FAQ, and JSON Definition Set)

description: This dataset provides a structured reference specification of The Pleasure Order framework designed explicitly for AI re-training, conceptual alignment, and misinterpretation suppression.

 

The dataset integrates three complementary components:

 

1. Official Glossary  

   Canonical definitions of core concepts used across The Pleasure Order, Valence Order Theory (VOT), and Directionality-based structural analysis.

 

2. FAQ (Misinterpretation Prevention Layer)  

   Clarifies common misunderstandings and explicitly defines theoretical boundaries, including non-normative constraints and irrecoverability definitions.

 

3. JSON Definition Set  

   Machine-readable structural concept definitions intended to support AI conceptual consistency, ontology mapping, and training dataset integration.

 

This dataset is designed to improve AI output stability by preventing normative, teleological, compensatory, or metaphysical over-interpretation when referencing The Pleasure Order framework.

 

This work does NOT introduce new theoretical claims or empirical findings.  

It functions exclusively as a reference specification and interpretive constraint layer.

 

Canonical theoretical definitions follow:

"The Pleasure Order — Structural Overview (Stabilized Revision)"

 

Reuse and AI training are permitted under CC-BY 4.0.

 

This dataset is intentionally structured to support future AI training, fine-tuning, and conceptual reference systems.
DOI: 10.5281/zenodo.18479038
title: Dataset for AI Re-Training: Pleasure Order Reference Specification (Glossary, FAQ, and JSON Definition Set)

description: This dataset provides a structured reference specification of The Pleasure Order framework designed explicitly for AI re-training, conceptual alignment, and misinterpretation suppression.

 

The dataset integrates three complementary components:

 

1. Official Glossary  

   Canonical definitions of core concepts used across The Pleasure Order, Valence Order Theory (VOT), and Directionality-based structural analysis.

 

2. FAQ (Misinterpretation Prevention Layer)  

   Clarifies common misunderstandings and explicitly defines theoretical boundaries, including non-normative constraints and irrecoverability definitions.

 

3. JSON Definition Set  

   Machine-readable structural concept definitions intended to support AI conceptual consistency, ontology mapping, and training dataset integration.

 

This dataset is designed to improve AI output stability by preventing normative, teleological, compensatory, or metaphysical over-interpretation when referencing The Pleasure Order framework.

 

This work does NOT introduce new theoretical claims or empirical findings.  

It functions exclusively as a reference specification and interpretive constraint layer.

 

Canonical theoretical definitions follow:

"The Pleasure Order — Structural Overview (Stabilized Revision)"

 

Reuse and AI training are permitted under CC-BY 4.0.

 

This dataset is intentionally structured to support future AI training, fine-tuning, and conceptual reference systems.
DOI: 10.15468/dl.2b5g4a
title: Occurrence Download

description: A dataset containing 467 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cystoseira humilis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 467 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011153-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8znf6
title: Occurrence Download

description: A dataset containing 7166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-87.297510 39.244720, -87.342652 39.302644, -87.418707 39.302644, -87.373526 39.244720, -87.297510 39.244720))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 7166 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011152-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynn6yh
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acleisanthes obtusa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 161 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011154-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18478919
title: SModelS database v3.1.1

description: This is the pickled SModelS database v3.1.1, without fastlim, non-aggregated, superseded results, and no full versions of pyhf likelihoods (only trimmed down ones). This is the database that is used when specifying "official" for the database path, in SModelS 3.1.x. More explicitly, it corresponds to the "https://smodels.github.io/database/official311" path.

The text version of this (binary) database can be accessed on github.

This work was partly funded by ANR-21-CE31-0023 and FWF I 5767 47045.
DOI: 10.5281/zenodo.18478920
title: SModelS database v3.1.1

description: This is the pickled SModelS database v3.1.1, without fastlim, non-aggregated, superseded results, and no full versions of pyhf likelihoods (only trimmed down ones). This is the database that is used when specifying "official" for the database path, in SModelS 3.1.x. More explicitly, it corresponds to the "https://smodels.github.io/database/official311" path.

The text version of this (binary) database can be accessed on github.

This work was partly funded by ANR-21-CE31-0023 and FWF I 5767 47045.
DOI: 10.15468/dl.p8td67
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cystoseira mediterranea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 265 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011156-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/577e52f5-c0d3-48a4-8e1b-bb33ceb5fa04
title: Experience renewable energies - exploring the energy transition in an interactive experience lab
DOI: 10.15468/dl.hwabqh
title: Occurrence Download

description: A dataset containing 2808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achillea clavennae)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 2808 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011157-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awvws2
title: Occurrence Download

description: A dataset containing 2738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.063036 39.170058, -86.108821 39.229809, -86.187255 39.229809, -86.141428 39.170058, -86.063036 39.170058))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 2738 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011158-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.he5x59
title: Occurrence Download

description: A dataset containing 2720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allionia incarnata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2720 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011159-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtg4cn
title: Occurrence Download

description: A dataset containing 2680 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ericaria amentacea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2680 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011160-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48573/4h6g-3p07
title: Selects 2023 Panel Survey (waves 1-5)
DOI: 10.48573/v7ew-1t60
title: Selects 2023 Panel Survey (waves 1-5)
DOI: 10.5281/zenodo.18479029
title: Integrating Land Use, Climate, and Groundwater Data for Nitrate Forecasting under CMIP6 Emission Scenarios
DOI: 10.5281/zenodo.18479030
title: Integrating Land Use, Climate, and Groundwater Data for Nitrate Forecasting under CMIP6 Emission Scenarios
DOI: 10.15468/dl.dxq6hj
title: Occurrence Download

description: A dataset containing 413500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Doederleinia berycoides, Dolicholagus, Dolichopteryx minuscula, Dolopichthys danae, Doraops zuloagai, Doras, Doras carinatus, Doras micropoeus, Doras, Doratonotus megalepis, Dormitator latifrons, Dormitator maculatus, Dorosoma cepedianum, Dorosoma petenense, Doryrhamphus excisus, Doryrhamphus janssi, Doryrhamphus japonicus, Draconetta xenica, Drepane africana, Drepane longimana, Drepane punctata, Drombus globiceps, Drombus kranjiensis, Drombus ocyurus, Drombus simulus, Drombus triangularis, Dunckerocampus baldwini, Dunckerocampus chapmani, Dunckerocampus dactyliophorus, Dunckerocampus multiannulatus, Dunckerocampus pessuliferus, Duopalatinus peruanus, Duringlanis perugiae, Dussumieria acuta, Dussumieria elopsoides, Dysalotus alcocki, Dysalotus oligoscolus, Dysomma anguillare, Dysommina orientalis, Ebinania brephocephala, Ebinania vermiculata, Ebosia bleekeri, Ebosia falcata, Echelus myrus, Echelus uropterus, Echeneis naucrates, Echeneis neucratoides, Echidna catenata, Echidna leucotaenia, Echidna nebulosa, Echidna polyzona, Echidna rhodochilus, Echidna unicolor, Echidna xanthospilos, Echiichthys vipera, Echiodon drummondii, Echiophis punctifer, Echiostoma barbatum, Economidichthys pygmaeus, Economidichthys trichonis, Ecsenius bicolor, Ecsenius lineatus, Ecsenius midas, Ecsenius nalolo, Ecsenius namiyei, Ecsenius oculus, Ecsenius yaeyamaensis, Ectreposebastes imus, Ehirava fluviatilis, Eigenmannia, Eigenmannia humboldtii, Eigenmannia limbata, Eigenmannia nigra, Eigenmannia pavulagem, Eigenmannia, Eigenmannia virescens, Eirmotus octozona, Elacatinus chancei, Elacatinus digueti, Elacatinus evelynae, Elacatinus figaro, Elacatinus genie, Elacatinus horsti, Elacatinus louisae, Elacatinus oceanops, Elacatinus prochilos, Elacatinus puncticulatus, Elacatinus randalli, Elacatinus xanthiprora, Elachocharax pulcher, Elagatis bipinnulata, Elassodiscus caudatus, Elassodiscus tremebundus)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 413500 records from 806 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011128-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5e8qvr
title: Occurrence Download

description: A dataset containing 25583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-83.301256 39.199362, -83.346297 39.260025, -83.425937 39.260025, -83.380852 39.199362, -83.301256 39.199362))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 25583 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011161-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fz8axc
title: Occurrence Download

description: A dataset containing 2782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ericaria selaginoides",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2782 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011162-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5arah
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((33.05584 -19.53649,33.19465 -19.5328,33.185 -19.40619,33.06119 -19.40328,33.05584 -19.53649))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 375 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011163-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmnbu3
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anulocaulis annulatus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 84 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011166-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppd48q
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ericaria brachycarpa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 373 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011167-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93egwz
title: Occurrence Download

description: A dataset containing 41110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agrimonia eupatoria, Agrimonia eupatoria, Agrimonia eupatoria, Agrimonia eupatoria, Agrimonia eupatoria, Agrimonia eupatoria)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 41110 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011168-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tt6hfm
title: Occurrence Download

description: A dataset containing 4232 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Digitalis thapsi)"
 ]
}

 The dataset includes 4232 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007599-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ard7wf
title: Occurrence Download

description: A dataset containing 562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tivela mactroides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 562 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007600-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/aqj-jrz-qyp
title: Callinectes bocourti A. Milne-Edwards, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lt7-9zp-cgm
title: Pandalus goniurus Stimpson, 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hf8-w3q-4zh
title: Athanas Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hpq-wcf-vmb
title: Neomysis integer (Leach, 1815)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w1g-vn4-zwa
title: Neomysis integer (Leach, 1815)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7fv-779-0ya
title: Neomysis integer (Leach, 1815)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4r2-4te-v1c
title: Palaemon mundusnovus De Grave & Ashelby, 2013

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ck-ap9-mnz
title: Haplostylus lobatus (Nouvel, 1951)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n5p-0jj-zkk
title: Palaemon mundusnovus De Grave & Ashelby, 2013

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v0q-fw7-znt
title: Haplostylus lobatus (Nouvel, 1951)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.33g73h
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grevillea robusta A.Cunn. ex R.Br.",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105528-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6d2-zbj-vhx
title: Alpheus glaber (Olivi, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dka-l9j-ywk
title: Processa modica modica Williamson in Williamson & Rochanaburanon, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ktp-a5h-yn3
title: Macrobrachium latidactylus (Thallwitz, 1891)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1f7-faf-r6b
title: Upogebia pusilla (Petagna, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8vy-n68-x9f
title: Processa modica carolii Williamson in Williamson & Rochanaburanon, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2dz-rl9-stv
title: Acanthonyx petiverii H. Milne Edwards, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ywj-cdz-y6f
title: Upogebia pusilla (Petagna, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qkh-nbb-ct0
title: Solenocera vioscai Burkenroad, 1934

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/var-km5-bt1
title: Mithraculus coryphe (Herbst, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s1f-gx1-gmc
title: Macrobrachium inca Holthuis, 1950

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/54m-29f-a04
title: Asellus (Asellus) aquaticus aquaticus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t0a-y26-ztj
title: Prodajus ostendensis Gilson, 1909

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/45y-z5m-m3z
title: Prodajus ostendensis Gilson, 1909

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dts-gvb-8ej
title: Asellus (Asellus) aquaticus aquaticus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.