cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48324/dandi.000617/0.250312.0130
title: Allen Institute Openscope - Sequence Learning Project

description: Adaptive and coordinated behavior requires that an animal be able to make predictions about the near and even far future. This intuition that some neural computations should be ‘predictive’ in their character has a long history, starting with ideas about how the receptive field structure of retinal ganglion cells relate to the statistics of natural visual scenes. Ideas about predictive computation have been most influential in thinking about the function of the neocortex. Here, the relatively stereotyped local circuitry of the neocortex has long led to speculation that each local circuit might be carrying out a somewhat similar, fundamental computation on its specific inputs. In addition, the organization of sensory-motor pathways into hierarchies (e.g., V1, V2, V4, IT in the ventral visual stream) with stereotyped feedforward and feedback connections has motivated ideas about hierarchical predictive codes, where higher levels of the hierarchy send predictions down to the lower level that then compares its inputs against the predictions and only send the surprises up the hierarchy (such as in the work of Mumford, Rao & Ballard, and Friston). Despite the wide influence of ideas about predictive coding, there is relatively little experimental evidence that such computations occur in multiple cortical areas, perhaps serving as a ‘canonical computation’ of the neocortical microcircuit. Our experimental design is based on a Sequence Learning Experiment, in which head-fixed mice passively view sequences of three different natural movie clips (labeled ‘A’, ‘B’, ‘C’), each having a duration of 2 seconds. We begin with one recording session (day #0), where the movie clips are presented in random order along with a 2 second grey screen (labeled ‘X’). Each stimulus occurs a total of 525 times, allowing a thorough characterization of neural responses before any sequence learning has occurred. Next, there are 3 recording sessions where the three movie clips are presented in a repeating temporal sequence, ABCABC…, for 500 times, in order to train the mouse’s brain. This training allows the mouse to potentially use the identity of the current movie clip predict the next movie clip. In addition, each sequence training session includes a period of random-order presentation, in order to assess changes in neural tuning during sequence learning. Finally, our last session (day #4) had stimuli presented in random order, allowing us to test more thoroughly how responses changed due to sequence learning.

Our design uses 2-photon microscopy with eight simultaneously recorded fields-of-view. The fields-of-view will include both layer 2/3 and layer 4 as well as from multiple cortical areas: V1 (VISp), LM (VISl), AM (VISam), and PM (VISpm). The experiment used the Cux2-CreERTS2:Camk2a-tTa; Ai93(TITL-GCaMP6f) mouse line, which has expression in excitatory neurons of both layer 4 and 2/3.
DOI: 10.5281/zenodo.15007492
title: 3D Imaging Reveals Widespread Stacking Disorder in Single Crystal 2D Covalent Organic Frameworks

description: Although tailored porosity is a defining feature of layered, two-dimensional (2D) polymers known as 2D covalent organic frameworks (COFs), understanding the interplanar stacking of 2D COFs and their resulting three-dimensional (3D) pore structure remains challenging. Here, we use scanning transmission electron microscopy and ptychography, an emerging 3D angstrom-scale imaging method, to study single-crystalline particles of the imine-linked 2D COF TAPB-DMPDA. Previously assumed to adopt an average-eclipsed structure with only angstrom-level stacking disorder, we find the crystals contain widespread stacking disorder of larger magnitudes, including interplanar shifts up to a half unit cell and nanoscale inhomogeneities in stacking and tilt. 3D visualizations show pore channels are distorted by this stacking disorder. The extensive stacking disorder found in even high-quality 2D COFs has profound implications for envisioned applications and should motivate the development of design strategies to control their 3D structures.
DOI: 10.5281/zenodo.15007493
title: 3D Imaging Reveals Widespread Stacking Disorder in Single Crystal 2D Covalent Organic Frameworks

description: Although tailored porosity is a defining feature of layered, two-dimensional (2D) polymers known as 2D covalent organic frameworks (COFs), understanding the interplanar stacking of 2D COFs and their resulting three-dimensional (3D) pore structure remains challenging. Here, we use scanning transmission electron microscopy and ptychography, an emerging 3D angstrom-scale imaging method, to study single-crystalline particles of the imine-linked 2D COF TAPB-DMPDA. Previously assumed to adopt an average-eclipsed structure with only angstrom-level stacking disorder, we find the crystals contain widespread stacking disorder of larger magnitudes, including interplanar shifts up to a half unit cell and nanoscale inhomogeneities in stacking and tilt. 3D visualizations show pore channels are distorted by this stacking disorder. The extensive stacking disorder found in even high-quality 2D COFs has profound implications for envisioned applications and should motivate the development of design strategies to control their 3D structures.
DOI: 10.15468/dl.z7zdgv
title: Occurrence Download

description: A dataset containing 3567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90 25,-75 25,-75 37,-90 37,-90 25))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anolis cristatellus Duméril & Bibron, 1837"
 ]
}

 The dataset includes 3567 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003758-250310093411724/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.27978696
title: Additional experimental details and results

description: To further verify the performance of our proposed system, we present additional experimental details and results.
DOI: 10.6084/m9.figshare.27978696.v1
title: Additional experimental details and results

description: To further verify the performance of our proposed system, we present additional experimental details and results.
DOI: 10.15468/dl.2pu5eb
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pristobrycon striolatus (Steindachner, 1908))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003760-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utdyq7
title: Occurrence Download

description: A dataset containing 967 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pecteilis Raf."
 ]
}

 The dataset includes 967 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003759-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mymtsp
title: Occurrence Download

description: A dataset containing 4556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sacciolepis indica (L.) Chase)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 4556 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003761-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3724vh
title: Occurrence Download

description: A dataset containing 2854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Gastrotheca riobambae (Fowler, 1913)"
 ]
}

 The dataset includes 2854 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003762-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15009360
title: Code and data for the paper "Shoaling of Arctic Ocean deep ventilation leading to reduced carbon sequestration capability in a warming climate"
DOI: 10.5281/zenodo.15009361
title: Code and data for the paper "Shoaling of Arctic Ocean deep ventilation leading to reduced carbon sequestration capability in a warming climate"
DOI: 10.15468/dl.4xw86h
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pygocentrus cariba (Humboldt, 1821))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 91 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003764-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygxebq
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Epipedobates anthonyi (Noble, 1921)",
 "Year 2018-2025"
 ]
}

 The dataset includes 352 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003765-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rs4ujb
title: Occurrence Download

description: A dataset containing 3711 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peristylus Blume"
 ]
}

 The dataset includes 3711 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003763-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k659dc
title: Occurrence Download

description: A dataset containing 1623 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platycoryne Rchb.f."
 ]
}

 The dataset includes 1623 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003770-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5nnhm
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pygopristis denticulata (Cuvier, 1819))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003771-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hamw2
title: Occurrence Download

description: A dataset containing 181767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leuciscus leuciscus (Linnaeus, 1758))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 181767 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003750-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2eyv9j
title: Occurrence Download

description: A dataset containing 87715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oreochromis niloticus (Linnaeus, 1758))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 87715 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003744-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afuw79
title: Occurrence Download

description: A dataset containing 1183279 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus Linnaeus, 1758"
 ]
}

 The dataset includes 1183279 records from 3569 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003748-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyzbdr
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artocarpus hirsutus Lam."
 ]
}

 The dataset includes 107 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173925-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-6477
title: Requests for Commission reports [3], 1991-07-10/1991-07-25

description: Requests for Commission reports, 1991-07-10/1991-07-25. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.tuey7t
title: Occurrence Download

description: A dataset containing 8724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene otites (L.) Wibel",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 8724 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001301-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-6636
title: Requests for Commission reports [3], 1991-07-10/1991-07-25

description: Requests for Commission reports, 1991-07-10/1991-07-25. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.gwwn56
title: Occurrence Download

description: A dataset containing 28988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lythrum salicaria L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "Country is one of (United States of America)",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 28988 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057738-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-752
title: NCJRS custom search "Policewomen", 1991

description: Results of NCJRS search on Policewomen. PART OF A SERIES: Graham & James collected research materials pertaining to the role of gender in policing. Included in the series are academic journal articles, working papers, reports, and a dissertation regarding the role and performance of female police officers. Also included is the firm's correspondence. Most materials in the series are derived from academic sources.
DOI: 10.15468/dl.zjzkau
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratotherium simum simum"
 ]
}

 The dataset includes 147 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001301-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxmzmn
title: Occurrence Download

description: A dataset containing 16928 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Avicennia germinans (L.) L."
 ]
}

 The dataset includes 16928 records from 368 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173936-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-743
title: NCJRS custom search "Policewomen", 1991

description: Results of NCJRS search on Policewomen. PART OF A SERIES: Graham & James collected research materials pertaining to the role of gender in policing. Included in the series are academic journal articles, working papers, reports, and a dissertation regarding the role and performance of female police officers. Also included is the firm's correspondence. Most materials in the series are derived from academic sources.
DOI: 10.25549/independent-ouc1908799
title: Requests for Commission reports [4], 1991-07-03/1991-07-16

description: Requests for Commission reports, 1991-07-03/1991-07-16. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.amxtkt
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis simensis Rüppell, 1840"
 ]
}

 The dataset includes 136 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013585-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucltjk
title: Occurrence Download

description: A dataset containing 4335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "DatasetKey is Formación de una base de datos y elaboración de un atlas de la herpetofauna de México (Anfibiosreptiles)",
 "DatasetKey is CAS Herpetology (HERP)",
 "DatasetKey is KUBI Herpetology Collection",
 "DatasetKey is SDNHM Herpetology Collection"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Phrynosoma Wiegmann, 1828",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4335 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001301-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.