cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7yvb2h
title: Occurrence Download

description: A dataset containing 13171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate precision invalid, Coordinate uncertainty meters invalid, Coordinate precision/uncertainty mismatch, Footprint SRS invalid, Footprint WKT mismatch, Footprint WKT invalid, Country coordinate mismatch, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Recorded date mismatch, Recorded date invalid, Recorded date unlikely, Taxon match aggregate, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, The scientific name ID was not found in the checklist, The taxon concept ID was not found in the checklist, The taxon ID was not found in the checklist, The scientific name differs on the record from that found in the checklist, The backbone match found using the taxon IDs differs from what would be found if using the scientific names, Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Elevation non numeric, Modified date invalid, Modified date unlikely, Identified date unlikely, Identified date invalid, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Individual count invalid, Individual count conflicts with occurrence status, Occurrence status unparsable, Occurrence status inferred from individual count, Occurrence status inferred from basis of record, Georeferenced date unlikely, Georeferenced date invalid, Ambiguous institution, Ambiguous collection, Institution match none, Collection match none, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch, Possibly on loan, Different owner institution)",
 "TaxonKey is Hypophthalmichthys molitrix"
 ]
}

 The dataset includes 13171 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024791-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phaj5b
title: Occurrence Download

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

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024795-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15793577
title: TIERRAS Tracer Injection Experiments in RiveRs And Streams

description: The TIERRAS project is an open-access platform that compiles a database of more than 400 tracer injection experiments in rivers and streams, sourced from previously published studies and reports. It also includes interactive features that allow users to explore, download, and contribute new data. The goal is to provide a centralized and accessible repository for researchers, environmental managers, and anyone interested in water quality, hydrological modeling, and stream solute dynamics.

 

These experiments were collected from various sources, including published studies, unpublished data, and technical reports from different authors. The original data were in diverse formats and units; all data were curated and standardized to a consistent format and to the Imperial (U.S. customary) units.

 





Visit TIERRAS at https://www.tierras.org/ Cite:

Rodríguez, L., Aghababaei, M,. Tunby, P., Abusang, A., Tartakovsky, A., Carroll, K., Ginn, T., & González-Pinzón, R. (2025). TIERRAS Tracer Injection Experiments in RiveRs And Streams (2.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15793577
DOI: 10.5281/zenodo.17051166
title: TIERRAS Tracer Injection Experiments in RiveRs And Streams

description: The TIERRAS project is an open-access platform that compiles a database of more than 400 tracer injection experiments in rivers and streams, sourced from previously published studies and reports. It also includes interactive features that allow users to explore, download, and contribute new data. The goal is to provide a centralized and accessible repository for researchers, environmental managers, and anyone interested in water quality, hydrological modeling, and stream solute dynamics.

 

These experiments were collected from various sources, including published studies, unpublished data, and technical reports from different authors. The original data were in diverse formats and units; all data were curated and standardized to a consistent format and to the Imperial (U.S. customary) units.

 





Visit TIERRAS at https://www.tierras.org/ Cite:

Rodríguez, L., Aghababaei, M,. Tunby, P., Abusang, A., Tartakovsky, A., Carroll, K., Ginn, T., & González-Pinzón, R. (2025). TIERRAS Tracer Injection Experiments in RiveRs And Streams (2.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15793577
DOI: 10.15468/dl.vk9e4y
title: Occurrence Download

description: A dataset containing 23475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-30 81, 50 81, 50 12, -30 12, -30 81))",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Living Specimen, Occurrence evidence)",
 "TaxonKey is one of (Ensis ensis)"
 ]
}

 The dataset includes 23475 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024796-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37t8pd
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microcos hirsuta"
 ]
}

 The dataset includes 305 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024797-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8kdcd
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hypostomus lima)",
 "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 43 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024798-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fc3nrn
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024801-250827131500795/datasets/export for details.
DOI: 10.15468/dl.s4tghe
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atriplex prostrata",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 112 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024802-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bc8dru
title: Occurrence Download

description: A dataset containing 15620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atriplex prostrata",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15620 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024800-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwn63f
title: Occurrence Download

description: A dataset containing 29571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Moehringia muscosa"
 ]
}

 The dataset includes 29571 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024799-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30049147
title: <b>Mega-Analysis of No-Tillage and Reduced Tillage Impacts on Crop Yields and Greenhouse Gas Emissions</b>

description: This data set includes results from a mega-analysis of the impacts of no-tillage (NT), reduced tillage (RT), and mixed NT+RT on soil greenhouse gas emissions. Data were collected from published meta-analyses. Mega-analysis was conducted. There are six data sheets in the file, including crop yield, CO2, CH4, and N2O, and overall crop yield and greenhouse gas emissions.
DOI: 10.6084/m9.figshare.30049147.v1
title: <b>Mega-Analysis of No-Tillage and Reduced Tillage Impacts on Crop Yields and Greenhouse Gas Emissions</b>

description: This data set includes results from a mega-analysis of the impacts of no-tillage (NT), reduced tillage (RT), and mixed NT+RT on soil greenhouse gas emissions. Data were collected from published meta-analyses. Mega-analysis was conducted. There are six data sheets in the file, including crop yield, CO2, CH4, and N2O, and overall crop yield and greenhouse gas emissions.
DOI: 10.5281/zenodo.17051435
title: INU: A Structural Framework for Compressed Arithmetic and Discrete Transformation

description: This archive presents INU (Intuitive Numerical Unification), a proposed framework for compressing arithmetic operations through structural classification and periodic transformations. INU includes a notation system for INU operations, an n-radix extension, and a dimensional generalization applicable to problems such as the Collatz Conjecture and the Four Color Theorem.

The file contains LaTeX source documents, preliminary classification tables, and symbol definitions. INU treats numerical entities as convertible types and provides discrete analogs for topological transformations.

This research aims to inspire new approaches to number theory, combinatorics, and structural proofs.

 

This framework does not seek final correctness, but rather the richness of inquiry. It is offered not as a conclusion, but as a beginning—an invitation to transform arithmetic through structure.

This work may contain errors. But if its structure holds, others will correct the rest. It is shared not for perfection, but for possibility.

 

Note on NamingThe name INU (Intuitive Numerical Unification) carries a personal and symbolic meaning. In Japanese, the word inu (dog) is sometimes used as a prefix to denote something humble or inferior. The framework embraces this nuance, reflecting the idea that even from a modest or overlooked origin, intuitive thinking can lead to meaningful mathematical structures. INU thus represents a system born from simplicity and insight, aiming to unify and compress arithmetic through structural transformation.

 

Note on Fool AlgebraIn addition to its structural framework, INU embraces a philosophical stance known as fool algebra.Unlike traditional algebraic systems that seek rigor through abstraction, fool algebra begins with intuition, visual structure, and the courage to appear foolish. It reflects the idea that wisdom often wears the mask of simplicity, and that breakthroughs may arise not from complexity, but from clarity.

Fool algebra treats numerical entities not merely as values, but as types—visual, compressible, and transformable. It invites the mathematician to step outside formalism, to see patterns where others see noise, and to compress arithmetic into structure.

This is not a rejection of rigor, but a reordering of priorities: structure first, proof second.Fool algebra is not a conclusion—it is a stance. A way of thinking. A way of seeing.

 

Words to be engraved on a gravestone (inscription style)

Here lies the mind behind INU(x) := ρ(ϕτ(x)(x)),A transformation of arithmetic into structure.

If x ∈ {INU}, then perhaps P != NP.Let future mathematicians decide.

By STUDENT
DOI: 10.15468/dl.795w8p
title: Occurrence Download

description: A dataset containing 28003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-30 81, 50 81, 50 12, -30 12, -30 81))",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Living Specimen, Occurrence evidence)",
 "TaxonKey is one of (Ensis magnus)"
 ]
}

 The dataset includes 28003 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024803-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjum75
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Roscoea cautleyoides"
 ]
}

 The dataset includes 205 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024804-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3th9nr
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phallotorynus pankalos)",
 "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 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024806-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16624999
title: Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data: Dataset part 1 and 2

description: The dataset contains the files (images, trace element data, and image analysis intermediate products) required to run each step of the image analysis pipeline described in:

Marco A. Acevedo Zamora1*, Balz S. Kamber1, John T. Caulfield1, Charlotte M. Allen1,2, and Justin S. Freeman3. "Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data". Manuscript submitted to Geochemistry, Geophysics, Geosystems.

This is part 1. The user will need to download parts 2 and 3, unzip, and merge them in the same folder as part 1. The combined parent folder will be around 200 GB and it can be renamed and moved to a preferred location within a personal computer.

To reproduce the results, download scripts from the code repository and follow the documentation (paper Supplementary Material A) and script metadata (Supplementary Material B).

If you have further questions, please, contact Marco (maaz.geologia@gmail.com ; marco.acevedozamora@qut.edu.au)
DOI: 10.5281/zenodo.16625000
title: Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data: Dataset part 1 and 2

description: The dataset contains the files (images, trace element data, and image analysis intermediate products) required to run each step of the image analysis pipeline described in:

Marco A. Acevedo Zamora1*, Balz S. Kamber1, John T. Caulfield1, Charlotte M. Allen1,2, and Justin S. Freeman3. "Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data". Manuscript submitted to Geochemistry, Geophysics, Geosystems.

This is part 1. The user will need to download parts 2 and 3, unzip, and merge them in the same folder as part 1. The combined parent folder will be around 200 GB and it can be renamed and moved to a preferred location within a personal computer.

To reproduce the results, download scripts from the code repository and follow the documentation (paper Supplementary Material A) and script metadata (Supplementary Material B).

If you have further questions, please, contact Marco (maaz.geologia@gmail.com ; marco.acevedozamora@qut.edu.au)
DOI: 10.15468/dl.d9qxas
title: Occurrence Download

description: A dataset containing 1271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atriplex prostrata",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1271 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024805-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16653717
title: Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data: Dataset part 3

description: The dataset contains the files (images, trace element data, and image analysis intermediate products) required to run each step of the image analysis pipeline described in Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data" by Marco A. Acevedo Zamora1*, Balz S. Kamber1, John T. Caulfield1, Charlotte M. Allen1,2, and Justin S. Freeman3. Manuscript submitted to Geochemistry, Geophysics, Geosystems.

The download contains part 3 and needs to be merged with the rest (parts 1, 2 and 4). If you have further questions, please, contact Marco (maaz.geologia@gmail.com ; marco.acevedozamora@qut.edu.au)
DOI: 10.5281/zenodo.16653718
title: Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data: Dataset part 3

description: The dataset contains the files (images, trace element data, and image analysis intermediate products) required to run each step of the image analysis pipeline described in Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data" by Marco A. Acevedo Zamora1*, Balz S. Kamber1, John T. Caulfield1, Charlotte M. Allen1,2, and Justin S. Freeman3. Manuscript submitted to Geochemistry, Geophysics, Geosystems.

The download contains part 3 and needs to be merged with the rest (parts 1, 2 and 4). If you have further questions, please, contact Marco (maaz.geologia@gmail.com ; marco.acevedozamora@qut.edu.au)
DOI: 10.15468/dl.p25xhq
title: Occurrence Download

description: A dataset containing 4681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atriplex prostrata",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4681 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024807-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16655508
title: Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data: Dataset part 4

description: The dataset contains the files (images, trace element data, and image analysis intermediate products) required to run each step of the image analysis pipeline described in Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data" by Marco A. Acevedo Zamora1*, Balz S. Kamber1, John T. Caulfield1, Charlotte M. Allen1,2, and Justin S. Freeman3. Manuscript submitted to Geochemistry, Geophysics, Geosystems.

The download contains part 4 and needs to be merged with the rest (parts 1, 2 and 3). If you have further questions, please, contact Marco (maaz.geologia@gmail.com ; marco.acevedozamora@qut.edu.au)
DOI: 10.5281/zenodo.16655509
title: Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data: Dataset part 4

description: The dataset contains the files (images, trace element data, and image analysis intermediate products) required to run each step of the image analysis pipeline described in Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data" by Marco A. Acevedo Zamora1*, Balz S. Kamber1, John T. Caulfield1, Charlotte M. Allen1,2, and Justin S. Freeman3. Manuscript submitted to Geochemistry, Geophysics, Geosystems.

The download contains part 4 and needs to be merged with the rest (parts 1, 2 and 3). If you have further questions, please, contact Marco (maaz.geologia@gmail.com ; marco.acevedozamora@qut.edu.au)
DOI: 10.15468/dl.wtdtd5
title: Occurrence Download

description: A dataset containing 324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atriplex prostrata",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 324 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024808-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrff6x
title: Occurrence Download

description: A dataset containing 3580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-30 81, 50 81, 50 12, -30 12, -30 81))",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Living Specimen, Occurrence evidence)",
 "TaxonKey is one of (Entomobrya albocincta)"
 ]
}

 The dataset includes 3580 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024809-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16750323
title: Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data: Short dataset

description: The dataset contains the files required to run Step 3 (manual spot placement) in QuPath using zircon grain grids (from microscopy experiments) as described in the paper:

Marco A. Acevedo Zamora1*, Balz S. Kamber1, John T. Caulfield1, Charlotte M. Allen1,2, and Justin S. Freeman3. "Forward image registration for higher level interpretation of zircon provenance based on combined CL, U/Pb age and geochemical data". Manuscript submitted to Geochemistry, Geophysics, Geosystems.

To quickly reproduce Step 3, download the dataset and QuPath and update the image file paths. Similar short datasets (or instructions to access the full dataset) can be provided for reproducing the rest of the steps described in Supplementary Material A and B. If you have further questions, please, contact Marco (maaz.geologia@gmail.com ; marco.acevedozamora@qut.edu.au)