cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.v58naa
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fimbristylis dichotoma",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005899-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpk4x2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fimbristylis dichotoma",
 "Country is Tuvalu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005900-250920141307145/datasets/export for details.
DOI: 10.7910/dvn/8upio1
title: Replication Data for: Regulating CEO Pay: Evidence from the Nonprofit Revitalization Act

description: Replication Data for: Regulating CEO Pay: Evidence from the Nonprofit Revitalization Act
DOI: 10.15468/dl.ak2rty
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fimbristylis dichotoma",
 "Country is Viet Nam",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005901-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2eakqx
title: Occurrence Download

description: A dataset containing 1439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Citrus aurantiifolia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1439 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005902-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17177916
title: Example GWAS datasets for GXwasR package

description: Example GWAS datasets to run functions of GXwasR package.
DOI: 10.5281/zenodo.17177917
title: Example GWAS datasets for GXwasR package

description: Example GWAS datasets to run functions of GXwasR package.
DOI: 10.34740/kaggle/dsv/13110493
title: hotel tip
DOI: 10.5281/zenodo.17177680
title: Dynamic Balancing Free Energy — Reproducibility Package (Data & Code)

description: Reproducibility package for:"Dynamic Balancing Free Energy: A Diagonal Policy with OU Identification and a Linear Offset Law".This archive contains minimal data & code to reproduce the OU signatures and key plots reported in the paper.

Contents- OU_ident_realdata.py — minimal script (~60 lines) to compute ACF/log-ACF and estimate k- data/real_series.csv — dummy real-like time series used in Fig. 2c- figures/ — validation figures (PDF): ACF, log-ACF, transients, offset-law, and real-like checks- README_repro_bundle.txt — quick instructions and file map

How to reproduce  python OU_ident_realdata.py --in data/real_series.csv --dt 0.02 --col 0  # Outputs are written into ./figures/The script estimates k from the log-ACF slope (~−2k) and regenerates the ACF/log-ACF figures.

Scope & notes- No human/animal experiments in this archive; data are synthetic ("real-like") for demonstration.- Upon acceptance, we will also mirror this archive on OSF and keep versions in Zenodo.

Cite this resourcePlease cite as: Toshio SATO (2025). Dynamic Balancing Free Energy — Reproducibility Package (Data & Code). Zenodo.DOI: 10.5281/zenodo.17177681

LicenseCC BY 4.0 (see LICENSE file).

ContactToshio SATO, toshio.satoh@gmail.com
DOI: 10.5281/zenodo.17177681
title: Dynamic Balancing Free Energy — Reproducibility Package (Data & Code)

description: Reproducibility package for:"Dynamic Balancing Free Energy: A Diagonal Policy with OU Identification and a Linear Offset Law".This archive contains minimal data & code to reproduce the OU signatures and key plots reported in the paper.

Contents- OU_ident_realdata.py — minimal script (~60 lines) to compute ACF/log-ACF and estimate k- data/real_series.csv — dummy real-like time series used in Fig. 2c- figures/ — validation figures (PDF): ACF, log-ACF, transients, offset-law, and real-like checks- README_repro_bundle.txt — quick instructions and file map

How to reproduce  python OU_ident_realdata.py --in data/real_series.csv --dt 0.02 --col 0  # Outputs are written into ./figures/The script estimates k from the log-ACF slope (~−2k) and regenerates the ACF/log-ACF figures.

Scope & notes- No human/animal experiments in this archive; data are synthetic ("real-like") for demonstration.- Upon acceptance, we will also mirror this archive on OSF and keep versions in Zenodo.

Cite this resourcePlease cite as: Toshio SATO (2025). Dynamic Balancing Free Energy — Reproducibility Package (Data & Code). Zenodo.DOI: 10.5281/zenodo.17177681

LicenseCC BY 4.0 (see LICENSE file).

ContactToshio SATO, toshio.satoh@gmail.com
DOI: 10.15468/dl.m4yzv4
title: Occurrence Download

description: A dataset containing 16711 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panopea generosa"
 ]
}

 The dataset includes 16711 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005904-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc6k6hf
title: CCDC 195284: Experimental Crystal Structure Determination

description: Related Article: La-Sheng Long, Yan-Ping Ren, Qing-Qing Kang, Rong-Bin Huang, Lan-Sun Zheng|2005|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccns58v
title: CCDC 619047: Experimental Crystal Structure Determination

description: Related Article: Zhimin Chen, Daizhi Kuang, Yonglan Feng, Jianqiu Wang, Fuxing Zhang, Runlan Yu|2005|Huaxue Tongbao|68|w081|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.34740/kaggle/dsv/13138273
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.r2bvsh
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schoenoplectiella bucharica",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005906-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9szudq
title: Occurrence Download

description: A dataset containing 31461 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 (Solanum americanum)"
 ]
}

 The dataset includes 31461 records from 735 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005905-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxtvq7
title: Occurrence Download

description: A dataset containing 1436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Citrus reticulata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1436 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005908-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.334wcp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Elliptio jayensis, BOLD:AAN6370)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America)",
 "Geometry MULTIPOLYGON (((-111.8525 38.92009, -109.6185 38.92009, -109.6185 40.72137, -111.8525 40.72137, -111.8525 38.92009)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005909-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17178017
title: Raw data for EUFORE D2.1 Societal expectations towards EU forests

description: This is the raw dataset for EUFORE D2.1: Societal expectations towards EU forests. Codebook can be found here: https://doi.org/10.5281/zenodo.17178036.
DOI: 10.5281/zenodo.17178018
title: Raw data for EUFORE D2.1 Societal expectations towards EU forests

description: This is the raw dataset for EUFORE D2.1: Societal expectations towards EU forests. Codebook can be found here: https://doi.org/10.5281/zenodo.17178036.
DOI: 10.15468/dl.brzzva
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus foliosus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 136 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005912-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7tqam
title: Occurrence Download

description: A dataset containing 175229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arnica montana)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 175229 records from 420 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005886-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zvrmk
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":"12181275","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015852-241024112534372/datasets/export for details.
DOI: 10.15468/dl.b4h2sk
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":"3981125","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015851-241024112534372/datasets/export for details.
DOI: 10.15468/dl.y2phsd
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":"3876258","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015853-241024112534372/datasets/export for details.
DOI: 10.15468/dl.3hf2gy
title: Occurrence Download

description: A dataset containing 322238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "StateProvince is Hidalgo"
 ]
}

 The dataset includes 322238 records from 816 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015768-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13961174
title: Quadratic Monte Carlo 2024

description: We introduce five novel types of Monte Carlo (MC) moves that brings the number of moves of ensemble MC calculations from three to eight. So far such calculations have relied on affine invariant stretch moves that were originally introduced by Christen (2007), walk moves by Goodman and Weare (2010) and quadratic moves by Militzer (2023). Ensemble MC methods have been very popular because they harness information about the fitness landscape from a population of walkers rather than relying on expert knowledge. Here we modified the affine method and employed a simplex of points to set the stretch direction. We adopt the simplex concept to quadratic moves. We also generalize quadratic moves to arbitrary order. Finally, we introduce directed moves that employ the values of the probability density while all other types of moves rely solely on the location of the walkers.
DOI: 10.15468/dl.2gjwj4
title: Occurrence Download

description: A dataset containing 803158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquila chrysaetos (Linnaeus, 1758)"
 ]
}

 The dataset includes 803158 records from 798 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015835-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmfpdr
title: Occurrence Download

description: A dataset containing 530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((72.09952 23.82381, 72.15513 23.82381, 72.15513 23.86565, 72.09952 23.86565, 72.09952 23.82381))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 530 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015854-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8zab6
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":"4554402","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015855-241024112534372/datasets/export for details.
DOI: 10.15468/dl.vdj59c
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":"3981105","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015856-241024112534372/datasets/export for details.
DOI: 10.15468/dl.9jpqg4
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"7273851","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015857-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4pkt2
title: Occurrence Download

description: A dataset containing 842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((72.39261 24.1503, 72.46187 24.1503, 72.46187 24.2173, 72.39261 24.2173, 72.39261 24.1503))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 842 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015858-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56647g
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":"3981084","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015860-241024112534372/datasets/export for details.
DOI: 10.15468/dl.6mnqtf
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":"4554391","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015859-241024112534372/datasets/export for details.