cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.87wp7k
title: Occurrence Download

description: A dataset containing 30029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poa secunda J.Presl",
 "OccurrenceStatus is Present",
 "Country is not null",
 "Year is not null"
 ]
}

 The dataset includes 30029 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016479-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2883454/2467049
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2883713/2467050
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2883731/2467051
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2883773/2467052
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2883789/2467053
title: Data for EMSL Project 60072 from September 2023
DOI: 10.15468/dl.qsjvnq
title: Occurrence Download

description: A dataset containing 945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phlegmariurus taxifolius (Sw.) Á.Löve & D.Löve"
 ]
}

 The dataset includes 945 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016487-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2883831/2467054
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2883845/2467055
title: Data for EMSL Project 60072 from September 2023
DOI: 10.15468/dl.crxfn7
title: Occurrence Download

description: A dataset containing 12390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hecatera dysodea (Denis & Schiffermüller), 1775",
 "OccurrenceStatus is Present",
 "Country is not null",
 "Year is not null"
 ]
}

 The dataset includes 12390 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016486-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2883883/2467056
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2883895/2467057
title: Data for EMSL Project 60072 from September 2023
DOI: 10.15468/dl.jd3n84
title: Occurrence Download

description: A dataset containing 467 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 Dicyrtoma fusca (J.Lubbock, 1873)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 467 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016488-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2883938/2467058
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2883948/2467059
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2883986/2467060
title: Data for EMSL Project 60072 from September 2023
DOI: 10.34973/8e49-2012
title: High-level visual prediction errors in early visual cortex

description: This repository contains all data and code necessary to replicate the results reported in: Richter, Kietzmann & de Lange (PLOS Biology, 2024). High-level visual prediction errors in early visual cortex.

---

ABSTRACT:
Perception is shaped by both incoming sensory input and expectations derived from our prior knowledge. Numerous studies have shown stronger neural activity for surprising inputs, suggestive of predictive processing. However, it is largely unclear what predictions are made across the cortical hierarchy, and therefore what kind of surprise drives this upregulation of activity. Here we leveraged fMRI in human volunteers and deep neural network models to arbitrate between two hypotheses: prediction errors may signal a local mismatch between input and expectation at each level of the cortical hierarchy, or prediction errors may be computed at higher levels and the resulting surprise signal is broadcast to earlier areas in the cortical hierarchy. Our results align with the latter hypothesis. Prediction errors in both low- and high-level visual cortex responded to high-level, but not low-level, visual surprise. This scaling with high-level surprise in early visual cortex strongly diverged from feedforward tuning. Combined, our results suggest that high-level predictions constrain sensory processing in earlier areas, thereby aiding perceptual inference. 

---

Please see: README_INSTRUCTIONS.txt for information on how to use this repository.
DOI: 10.25582/data.2023-09.2884002/2467061
title: Data for EMSL Project 60072 from September 2023
DOI: 10.18126/gvrq-tr45
title: Screening of Halide perovskites for Photocatalytic Water Splitting
DOI: 10.25582/data.2023-09.2884013/2467062
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2884024/2467063
title: Data for EMSL Project 60072 from September 2023
DOI: 10.5281/zenodo.13927391
title: Piti Fisheye (RGB) - September 25, 2024

description: This orthomosaic of Piti, Guam was created from 690 images taken on September 25 2024, at 300 ft AGL, with a M350. The mission was planned using the DJI Pilot application and post-processed using Pix4D Fields.This project was made possible through funding by the following grant(s): NASA Guam EPSCoR (30-2F-311184-R-5), NASA Guam Space Grant (30-2F-315105-R), and PI-CASC (30-2F-315100-R-5).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization.The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer. Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.25582/data.2023-09.2884060/2467064
title: Data for EMSL Project 60072 from September 2023
DOI: 10.15468/dl.z7g7wt
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrotheca dunni Lutz, 1977"
 ]
}

 The dataset includes 153 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016490-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2884225/2467065
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2884255/2467066
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2884283/2467067
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2884302/2467068
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2884361/2467069
title: Data for EMSL Project 60072 from September 2023
DOI: 10.15468/dl.t3u4py
title: Occurrence Download

description: A dataset containing 5 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 Entomobrya dorsalis Uzel, 1891",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016492-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2884362/2467070
title: Data for EMSL Project 60072 from September 2023
DOI: 10.15468/dl.2hd7yc
title: Occurrence Download

description: A dataset containing 460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hegeter tristis (Fabricius, 1792)",
 "OccurrenceStatus is Present",
 "Country is not null",
 "Year is not null"
 ]
}

 The dataset includes 460 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016491-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2884390/2467071
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2884475/2467072
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2884593/2467073
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2884648/2467074
title: Data for EMSL Project 60072 from September 2023
DOI: 10.15468/dl.wadhkp
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hopea celebica Burck"
 ]
}

 The dataset includes 63 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016493-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2884772/2467076
title: Data for EMSL Project 60072 from September 2023
DOI: 10.25582/data.2023-09.2884830/2467077
title: Data for EMSL Project 60072 from September 2023
DOI: 10.5281/zenodo.13935195
title: Dataset for: Entirely synthetic memory inception via dual optogenetic activation of sensory and dopaminergic neurons

description: Associative conditioning is a fundamental learning paradigm that links salient stimuli to appropriate behavior. The vinegar fly is an important memory model that can associate odors with rewarding or punishing reinforcement stimuli via distinct sets of dopaminergic neurons. While much is known about learning, a crucial question remains: is the simple co-activation of sensory and neuromodulatory dopaminergic neurons sufficient to induce memory formation? To address this, we systematically replaced natural stimuli, namely odor-evoked activity, punishment, and reward signals, with optogenetic activation of corresponding neurons, both individually and in combination. In all cases, including a full-substitution paradigm where both olfactory activity and reinforcement dopamine signals were replaced, optogenetic activation successfully implanted synthetic memories. These findings provide a clear answer: simple coincident, rectangular-pulse sensory and neuromodulatory activity can instruct associative memory formation. We conclude that associative memory does not have strict requirements for temporal or ensemble activity patterns that are specific to natural stimuli (e.g. odorants, sugar, or pain); rather, simple coincidence is an effective driver of memory inception. These findings open new avenues for manipulating and studying memory formation with all-optical control.
DOI: 10.25582/data.2023-09.2882721/2467078
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2882729/2467079
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2882779/2467080
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2882790/2467081
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2882845/2467082
title: Data for EMSL Project 60673 from September 2023
DOI: 10.15468/dl.gnqxxu
title: Occurrence Download

description: A dataset containing 281 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 Entomobrya marginata (Tullberg, 1871)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 281 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016494-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2882849/2467083
title: Data for EMSL Project 60673 from September 2023
DOI: 10.15468/dl.678p3s
title: Occurrence Download

description: A dataset containing 2160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alternanthera paronychioides A.St.-Hil."
 ]
}

 The dataset includes 2160 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016496-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2882907/2467084
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2882910/2467085
title: Data for EMSL Project 60673 from September 2023
DOI: 10.5281/zenodo.13935427
title: Overview: GERMAN LANGUAGE OER FOR SOCIAL SCIENCE METHODS EDUCATION (2024)

description: This document contains the corpus of identified OER as well as OER-like on social science research methods in the German language and the used codes to classify the identified resources. This document is provided for secondary use as well as expansion and revision.

The collection and classification of the corresponding OER and OER-like was last updated in July 2024 and has to be discussed accordingly. OER and OER-like that were created later or were offline during data collection are not included.

The codings provided are only covering content-based aspects and not feature e.g. like license framework or opportunity to comment and discuss.
DOI: 10.5281/zenodo.13935428
title: Overview: GERMAN LANGUAGE OER FOR SOCIAL SCIENCE METHODS EDUCATION (2024)

description: This document contains the corpus of identified OER as well as OER-like on social science research methods in the German language and the used codes to classify the identified resources. This document is provided for secondary use as well as expansion and revision.

The collection and classification of the corresponding OER and OER-like was last updated in July 2024 and has to be discussed accordingly. OER and OER-like that were created later or were offline during data collection are not included.

The codings provided are only covering content-based aspects and not feature e.g. like license framework or opportunity to comment and discuss.
DOI: 10.25582/data.2023-09.2882976/2467086
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2882983/2467087
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883033/2467088
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883037/2467089
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883094/2467090
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883098/2467091
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883155/2467092
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883169/2467093
title: Data for EMSL Project 60673 from September 2023
DOI: 10.15468/dl.342rp7
title: Occurrence Download

description: A dataset containing 12101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helenium autumnale L.",
 "OccurrenceStatus is Present",
 "Country is not null",
 "Year is not null"
 ]
}

 The dataset includes 12101 records from 264 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016495-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2883222/2467094
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883233/2467095
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883298/2467096
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883323/2467097
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883412/2467098
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883414/2467099
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883469/2467100
title: Data for EMSL Project 60673 from September 2023
DOI: 10.15468/dl.x9kgm2
title: Occurrence Download

description: A dataset containing 713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, VU, CR)",
 "TaxonKey is Amphibia",
 "Year 2000-2024"
 ]
}

 The dataset includes 713 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016498-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btahun
title: Occurrence Download

description: A dataset containing 1914 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 Entomobrya nivalis (C.Linnaeus, 1758)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 1914 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016497-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2883474/2467101
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883525/2467102
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883529/2467103
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883575/2467104
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883578/2467105
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883590/2467106
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883592/2467107
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883601/2467108
title: Data for EMSL Project 60673 from September 2023
DOI: 10.15468/dl.crynj5
title: Occurrence Download

description: A dataset containing 756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, VU, CR)",
 "TaxonKey is Squamata",
 "Year 2000-2024"
 ]
}

 The dataset includes 756 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016500-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2883604/2467109
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883615/2467110
title: Data for EMSL Project 60673 from September 2023
DOI: 10.15468/dl.vbpwpe
title: Occurrence Download

description: A dataset containing 314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, VU, CR)",
 "TaxonKey is Testudines",
 "Year 2000-2024"
 ]
}

 The dataset includes 314 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016501-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2883617/2467111
title: Data for EMSL Project 60673 from September 2023
DOI: 10.15468/dl.8t8mfr
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, VU, CR)",
 "TaxonKey is Elasmobranchii",
 "Year 2000-2024"
 ]
}

 The dataset includes 70 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016502-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2883651/2467112
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2883660/2467113
title: Data for EMSL Project 60673 from September 2023
DOI: 10.15468/dl.gauc6n
title: Occurrence Download

description: A dataset containing 442 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 Folsomia candida V.Willem, 1902",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 442 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016503-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-09.2884528/2467114
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2884572/2467115
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2884629/2467116
title: Data for EMSL Project 60673 from September 2023
DOI: 10.25582/data.2023-09.2884752/2467117
title: Data for EMSL Project 60673 from September 2023