cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.23u293
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hamelia patens",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026180-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmahgj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hamelia patens",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026181-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfsec4
title: Occurrence Download

description: A dataset containing 1051 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Axonopus compressus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1051 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026182-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b98a53
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026185-250920141307145/datasets/export for details.
DOI: 10.15468/dl.m6xskb
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026186-250920141307145/datasets/export for details.
DOI: 10.15468/dl.ctqvhy
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026187-250920141307145/datasets/export for details.
DOI: 10.15468/dl.8xn4cj
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Axonopus fissifolius",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 47 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026188-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dz2h7r
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-109.52568 -7.52082,-49.47432 -7.52082,-49.47432 16.52082,-109.52568 16.52082,-109.52568 -7.52082))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, 87a78f75-b63e-4c3e-9ecf-7557e13f090e, ef807e08-c954-487f-9e70-3cc75f173812, 061b4f20-f241-11da-a328-b8a03c50a862, 396d5f30-dea9-11db-8ab4-b8a03c50a862, 6ba9a8cc-513a-4a51-bf93-6f5de8040a96, ae447c50-b8a8-11d8-92a4-b8a03c50a862, c54097e6-0972-4acb-b849-eaeba29c917d, d0565c76-11b3-4515-820f-ff5bab74c202)",
 "TaxonKey is Alibertia patinoi"
 ]
}

 The dataset includes 27 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026189-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17218770
title: dataset for preprint "An ancient evolutionary calculus for attention signaling retained on modern music"

description: An ancient evolutionary calculus for attention signaling retained in modern music

Gregory A. Babbitt1 and Ernest P. Fokoue2

1.      T.H. Gosnell School of Life Science, Rochester Institute of Technology

2.      School of Mathematical Science, Rochester Institute of Technology

Abstract – The ultimate mechanism(s) underlying the evolution of human music have been the subject of both philosophical thought and scientific study. However, the proximate mechanism of Darwinian fitness signaled through music has not. As popular music and dance functionally aim to hold an observer’s attention, we investigate features in various sounds that might stimulate attentive behavior in an audience. We propose a calculus of attention to moving objects and sound to ascertain their f(x) = location = positional control, f’(x) = energy = change in position, and f”(x) = surprise = change in direction. We developed statistical software to (A) analyze nine features of sound related to acoustic control, energy, and surprise (CES), (B) map dynamic song trajectories within the multivariate space of CES, and (C) measure how stable performances are within this space (i.e. signaling fitness). When musical sounds are compared to animal vocalizations, human speech, and non-biological sounds including noise, we statistically confirm that music maintains the highest stability in the space of CES. This fitness signal related to attention varies across musical genres and is also detected animal calls as well. Attention signaling also differs significantly between experts versus novice musicians, adult versus immature bird songs, and is constrained by musical performance interactions with live audiences as well. We conclude that audiovisual signaling via this calculus of attention to behavioral display reflects the physics of observing bodies in motion, probably originating from selective pressure of intra/interspecific conflicts formed at the Ediacaran-Cambrian boundary, and retained in modern music today.

Lay Summary – Most animals (including humans) pay attention to specific audiovisual stimuli within their environment. Here we explore common features of these stimuli and propose a single mathematical framework (with software) for detecting and measuring attention signaling in the context of sound. We show that musical sounds are exceptionally attractive of our attention and that attention signaling in music probably has ancient evolutionary roots that connect to when early life forms started to evolve swift directed movement and the sensory capacities to detect it.
DOI: 10.5281/zenodo.17218769
title: dataset for preprint "An ancient evolutionary calculus for attention signaling retained on modern music"

description: An ancient evolutionary calculus for attention signaling retained in modern music

Gregory A. Babbitt1 and Ernest P. Fokoue2

1.      T.H. Gosnell School of Life Science, Rochester Institute of Technology

2.      School of Mathematical Science, Rochester Institute of Technology

Abstract – The ultimate mechanism(s) underlying the evolution of human music have been the subject of both philosophical thought and scientific study. However, the proximate mechanism of Darwinian fitness signaled through music has not. As popular music and dance functionally aim to hold an observer’s attention, we investigate features in various sounds that might stimulate attentive behavior in an audience. We propose a calculus of attention to moving objects and sound to ascertain their f(x) = location = positional control, f’(x) = energy = change in position, and f”(x) = surprise = change in direction. We developed statistical software to (A) analyze nine features of sound related to acoustic control, energy, and surprise (CES), (B) map dynamic song trajectories within the multivariate space of CES, and (C) measure how stable performances are within this space (i.e. signaling fitness). When musical sounds are compared to animal vocalizations, human speech, and non-biological sounds including noise, we statistically confirm that music maintains the highest stability in the space of CES. This fitness signal related to attention varies across musical genres and is also detected animal calls as well. Attention signaling also differs significantly between experts versus novice musicians, adult versus immature bird songs, and is constrained by musical performance interactions with live audiences as well. We conclude that audiovisual signaling via this calculus of attention to behavioral display reflects the physics of observing bodies in motion, probably originating from selective pressure of intra/interspecific conflicts formed at the Ediacaran-Cambrian boundary, and retained in modern music today.

Lay Summary – Most animals (including humans) pay attention to specific audiovisual stimuli within their environment. Here we explore common features of these stimuli and propose a single mathematical framework (with software) for detecting and measuring attention signaling in the context of sound. We show that musical sounds are exceptionally attractive of our attention and that attention signaling in music probably has ancient evolutionary roots that connect to when early life forms started to evolve swift directed movement and the sensory capacities to detect it.
DOI: 10.34740/kaggle/dsv/13198453
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.amn9cm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tecoma capensis",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026191-250920141307145/datasets/export for details.
DOI: 10.15468/dl.9qhfcg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tecoma capensis",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026192-250920141307145/datasets/export for details.
DOI: 10.15468/dl.4xhf65
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bambusa dolichoclada",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 65 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026190-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kt8s29
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026193-250920141307145/datasets/export for details.
DOI: 10.7910/dvn/gmdqet
title: Gaza spatial data after the Sept. 16, 2025 ground (re)invasion of Gaza City

description: This repository will hold data relevant to the phase of the Gaza war that commenced with the Israeli (re)invasion of Gaza City on September 16, 2025. New items will bee added as close to real time as possible, with the dataset, explanatory text, and supplementary coverage of relevance suffixed with the same name. An index document will be updated to reflect each successive item.
DOI: 10.15468/dl.4bjdht
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bambusa dolichomerithalla",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026195-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znam6w
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026196-250920141307145/datasets/export for details.
DOI: 10.15468/dl.3qd9sm
title: Occurrence Download

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

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026197-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvq9x3
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026199-250920141307145/datasets/export for details.
DOI: 10.15468/dl.44225f
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clerodendrum splendens",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 92 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026200-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h67nv9
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clerodendrum splendens",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026201-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2z87xk
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bambusa multiplex",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026198-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.827f3h
title: Occurrence Download

description: A dataset containing 457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Abies pinsapo"
 ]
}

 The dataset includes 457 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026202-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ny3cdy
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phlebopus portentosus"
 ]
}

 The dataset includes 47 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026203-250920141307145/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.28853636.v2
title: Dataset for Disentangling the roles of microbial traits and mineral protection in regulating temperature sensitivity of soil carbon decomposition in eroded and depositional agricultural soils

description: The temperature sensitivity of soil organic carbon decomposition (Q10) governs the fate of soil carbon under global warming. Although water erosion redistributes soil carbon on a scale comparable to that of the terrestrial carbon sink, how erosion reshapes the spatial patterns of Q10 across large regional scales remains elusive due to complex regulatory mechanisms. Here, we quantified erosion-induced changes in Q10 across three major erosion-prone regions in China. We found that, relative to non-eroded controls, erosion increased Q10 by 4.3% in eroded zones but decreased Q10 by 12.7% in depositional zones. In depositional zones, Q10 was jointly regulated by carbon quality and mineral–aggregate protection, whereas in eroded zones, reduced mineral protection shifted the dominant controls to carbon quality and microbial traits. Intensified erosion reduced organic carbon quality, mineral–aggregate protection, and soil C:N ratios, thereby promoting higher bacterial-to-fungal ratios and phenol oxidase activity, which ultimately enhanced Q10. Model projections further indicated that, by 2100, carbon emissions from eroded soils would exceed those from depositional soils by 17.3% and 38.1% under the SSP2–4.5 and SSP5–8.5 scenarios, respectively. These findings highlight the necessity of restoring eroded landscapes for climate mitigation and integrating erosion–carbon feedbacks into Earth system models to improve global carbon predictions.
DOI: 10.21227/dq05-9610
title: "MRMD4.0: A Computational Platform Integrating Graph-based Feature Ranking for Biomedical Regression Analysis"

description: "This dataset is the relevant dataset used by MRMD4.0."
DOI: 10.15468/dl.a5zvpu
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026204-250920141307145/datasets/export for details.
DOI: 10.15468/dl.gpyjbp
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clerodendrum splendens",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 50 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026205-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gwwde
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bambusa oldhamii",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 150 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026206-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7y7ye9
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bambusa stenostachya",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 264 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026210-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wbyyz
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stachytarpheta indica",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026208-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2npqgr
title: Occurrence Download

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

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026207-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7bwyd
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026209-250920141307145/datasets/export for details.
DOI: 10.15468/dl.6hpppp
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bambusa utilis",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026211-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r652gv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cananga odorata",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026213-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.