cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30984276
title: FUNDC2 contributes to hypertensive vascular remodeling by regulating mitochondrial dynamics and ferroptosis in perivascular adipose tissue

description: Perivascular adipose tissue (PVAT) is closely related to the pathogenesis of vascular remodeling in hypertension. The objective of this study was to explore the specific molecular mechanisms underlying the role of PVAT in the onset and progression of hypertensive vascular remodeling. Thoracic aorta PVAT from male spontaneously hypertensive rats (SHRs) and male Wistar-Kyoto (WKY) rats was used for proteomic analysis, and the differential expression of the identified target proteins was verified by western blotting, immunohistochemistry and transmission electron microscopy (TEM). In vitro, FUN14 domain-containing 2 (FUNDC2) expression was knocked down in 3T3-L1 adipocytes to assess its effects on mitochondrial dynamics, ferroptosis, and adipokine secretion. Next, vascular smooth muscle cells (VSMCs) were cultured in the supernatant of the adipocytes to detect changes in their phenotypic switching and migration. The proteomic results revealed that the expression of the outer mitochondrial membrane protein FUNDC2 was significantly upregulated in the PVAT of SHRs. Additionally, the expression of key proteins that regulate mitochondrial dynamics and ferroptosis was altered significantly in the PVAT of SHRs compared with the PVAT of WKY rats. Upon FUNDC2 knockdown in 3T3-L1 adipocytes, proteins related to mitochondrial dynamics, ferroptosis, and adipokines reversed the changes in their expression. Moreover, in VSMCs cultured with the supernatant of FUNDC2-knockdown adipocytes, the VSMC phenotype and migration changed. Our findings indicated that increased FUNDC2 expression might lead to PVAT dysfunction and abnormal adipokine secretion, potentially through its link to mitochondrial dynamics and ferroptosis in PVAT adipocytes, therefore leading to hypertensive vascular remodeling.
DOI: 10.6084/m9.figshare.30984276.v1
title: FUNDC2 contributes to hypertensive vascular remodeling by regulating mitochondrial dynamics and ferroptosis in perivascular adipose tissue

description: Perivascular adipose tissue (PVAT) is closely related to the pathogenesis of vascular remodeling in hypertension. The objective of this study was to explore the specific molecular mechanisms underlying the role of PVAT in the onset and progression of hypertensive vascular remodeling. Thoracic aorta PVAT from male spontaneously hypertensive rats (SHRs) and male Wistar-Kyoto (WKY) rats was used for proteomic analysis, and the differential expression of the identified target proteins was verified by western blotting, immunohistochemistry and transmission electron microscopy (TEM). In vitro, FUN14 domain-containing 2 (FUNDC2) expression was knocked down in 3T3-L1 adipocytes to assess its effects on mitochondrial dynamics, ferroptosis, and adipokine secretion. Next, vascular smooth muscle cells (VSMCs) were cultured in the supernatant of the adipocytes to detect changes in their phenotypic switching and migration. The proteomic results revealed that the expression of the outer mitochondrial membrane protein FUNDC2 was significantly upregulated in the PVAT of SHRs. Additionally, the expression of key proteins that regulate mitochondrial dynamics and ferroptosis was altered significantly in the PVAT of SHRs compared with the PVAT of WKY rats. Upon FUNDC2 knockdown in 3T3-L1 adipocytes, proteins related to mitochondrial dynamics, ferroptosis, and adipokines reversed the changes in their expression. Moreover, in VSMCs cultured with the supernatant of FUNDC2-knockdown adipocytes, the VSMC phenotype and migration changed. Our findings indicated that increased FUNDC2 expression might lead to PVAT dysfunction and abnormal adipokine secretion, potentially through its link to mitochondrial dynamics and ferroptosis in PVAT adipocytes, therefore leading to hypertensive vascular remodeling.
DOI: 10.5281/zenodo.18115574
title: Synthetic Dataset for Star-like Semigroup Modeling of Telecommunication Signals in Gombe State, Nigeria

description: This dataset contains synthetically generated observations representing signal strength, quality of experience (QoE), and provider–LGA distributions for telecommunication networks in Gombe State, Nigeria.

The dataset was constructed to reflect a large-scale survey structure involving 615,510 respondents across 11 Local Government Areas and three major providers (MTN, GLO, and Airtel), using an 11-point star-like scale. It supports the mathematical and operator-theoretic analysis presented in the associated study on star-like transformation semigroups and spectral convolution modeling.

The data are synthetic and anonymized, intended solely for methodological validation and reproducibility.
DOI: 10.5281/zenodo.18115573
title: Synthetic Dataset for Star-like Semigroup Modeling of Telecommunication Signals in Gombe State, Nigeria

description: This dataset contains synthetically generated observations representing signal strength, quality of experience (QoE), and provider–LGA distributions for telecommunication networks in Gombe State, Nigeria.

The dataset was constructed to reflect a large-scale survey structure involving 615,510 respondents across 11 Local Government Areas and three major providers (MTN, GLO, and Airtel), using an 11-point star-like scale. It supports the mathematical and operator-theoretic analysis presented in the associated study on star-like transformation semigroups and spectral convolution modeling.

The data are synthetic and anonymized, intended solely for methodological validation and reproducibility.
DOI: 10.5281/zenodo.16901708
title: Dataset for paper "Phosphorus availability modifies the responses of Glomeromycotina and Mucoromycotina to nitrogen addition"

description: This dataset provides all data used when preparing the manuscript
DOI: 10.5281/zenodo.17617977
title: Dataset for paper "Phosphorus availability modifies the responses of Glomeromycotina and Mucoromycotina to nitrogen addition"

description: This dataset provides all data used when preparing the manuscript
DOI: 10.6084/m9.figshare.30927041
title: Direction and orientation preferences in mouse superior colliculus and its retinal inputs exhibit a topography of cardinal biases atop locally mixed tuning

description: In mouse superior colliculus (SC), neurons are robustly tuned to motion direction and orientation, but it remains controversial whether these preferences form global maps or are arranged in a salt‑and‑pepper fashion, and how this organization relates to that found in the retinal input to the SC. We addressed these questions by combining two‑photon calcium imaging of retinal boutons and SC neurons in superficial SC with Neuropixels recordings across the full depth of SC. We then asked how direction and orientation preferences depend on visual‑field location and how tuning similarity among units depend on lateral and vertical distance in the SC. Retinal boutons were strongly tuned and their preferences closely matched the retinal topographic organization of cardinal motion directions and orientations previously described for direction- and orientation-selective ganglion cells, showing that SC receives a highly ordered, retinocentric code for motion and edges. With increasing depth, SC neurons progressively deviated from this organization. On top of this cardinal topography, local clustering of tuning preferences in retinal boutons and SC neurons was weak and confined to very small spatial scales. We did not detect robust global maps of direction or orientation. Together, these results show that mouse SC inherits a topographic organization of cardinal directions and orientations from the retina, progressively diverts from this orderly organization with increasing distance from the retinal input, and exhibits broad coverage of directions and orientations at each visual location, likely supporting flexible readout for diverse visually guided behaviors.The dataset contains the preprocessed data used in He et al. (2025):Two-photon imaging of retinal boutons in mouse superior colliculusTwo-photon imaging of neurons in mouse superior colliculusNeuropixels recordings of neurons in mouse superior colliculusTo generate the figures in He et al. (2025) and to see how preprocessed data were analysed, see https://github.com/Schroeder-Lab/he-et-al_2025_tuning-topography.
DOI: 10.6084/m9.figshare.30927041.v1
title: Direction and orientation preferences in mouse superior colliculus and its retinal inputs exhibit a topography of cardinal biases atop locally mixed tuning

description: In mouse superior colliculus (SC), neurons are robustly tuned to motion direction and orientation, but it remains controversial whether these preferences form global maps or are arranged in a salt‑and‑pepper fashion, and how this organization relates to that found in the retina and, specifically, the retinal input to the SC.We addressed these questions by combining two‑photon calcium imaging of retinal boutons and SC neurons in superficial SC with Neuropixels recordings across the full depth of SC. We then asked how direction and orientation preferences depend on visual‑field location and how tuning similarity among units depend lateral and vertical distance.Retinal boutons were strongly tuned and closely matched the topographic organization of direction‑ and orientation‑selective ganglion cells, confirming that SC receives a highly ordered, retinocentric code for motion and edges. With increasing depth, SC neurons progressively deviated from this organization. Pairwise and population analyses revealed only weak local clustering, confined to very small spatial scales, and no robust global maps of direction or orientation.These results show that mouse SC inherits a topographic organization of cardinal directions and orientations from the retina and transforms it into a broad coverage of directions and orientations at every visual location, likely supporting readout for diverse visually guided behaviors.
DOI: 10.6084/m9.figshare.30927041.v2
title: Direction and orientation preferences in mouse superior colliculus and its retinal inputs exhibit a topography of cardinal biases atop locally mixed tuning

description: In mouse superior colliculus (SC), neurons are robustly tuned to motion direction and orientation, but it remains controversial whether these preferences form global maps or are arranged in a salt‑and‑pepper fashion, and how this organization relates to that found in the retinal input to the SC. We addressed these questions by combining two‑photon calcium imaging of retinal boutons and SC neurons in superficial SC with Neuropixels recordings across the full depth of SC. We then asked how direction and orientation preferences depend on visual‑field location and how tuning similarity among units depend on lateral and vertical distance in the SC. Retinal boutons were strongly tuned and their preferences closely matched the retinal topographic organization of cardinal motion directions and orientations previously described for direction- and orientation-selective ganglion cells, showing that SC receives a highly ordered, retinocentric code for motion and edges. With increasing depth, SC neurons progressively deviated from this organization. On top of this cardinal topography, local clustering of tuning preferences in retinal boutons and SC neurons was weak and confined to very small spatial scales. We did not detect robust global maps of direction or orientation. Together, these results show that mouse SC inherits a topographic organization of cardinal directions and orientations from the retina, progressively diverts from this orderly organization with increasing distance from the retinal input, and exhibits broad coverage of directions and orientations at each visual location, likely supporting flexible readout for diverse visually guided behaviors.The dataset contains the preprocessed data used in He et al. (2025):Two-photon imaging of retinal boutons in mouse superior colliculusTwo-photon imaging of neurons in mouse superior colliculusNeuropixels recordings of neurons in mouse superior colliculusTo generate the figures in He et al. (2025) and to see how preprocessed data were analysed, see https://github.com/Schroeder-Lab/he-et-al_2025_tuning-topography.
DOI: 10.13140/rg.2.2.23000.15366
title: Szabadsag bridge wintertime
DOI: 10.5281/zenodo.17913227
title: Output of Learning to melt: Emulating Greenland surface melt from a polar RCM with machine learning

description: This archive contains the output data of the paper "Learning to melt: Emulating Greenland surface melt from a polar RCM with machine learning" (in preparation).

 
description: The associated code is available at https://github.com/eschlager/MeltEmulation (under the MIT License).
description: modularNN: predicted surface melt for 1990-2016 using best trained model with Modular NN configuration.

All tuned models and results on validation set:



optuna_melt_regression: Regression NN, best model trial_0

optuna_melt_shorttermNN: Short-term NN, best model trial_28

optuna_melt_modularNN: Modular NN, best model trial_21

optuna_melt_autoreg1: Autoreg NN, best model (at inference) trial_18

optuna_melt_modularNN_multitarget: Albedo NN with loss weights being tuned

optuna_melt_modularNN_multitarget_trainable: Albedo NN with trainable loss weights, best model trial_23



optuna_melt_modularNN_noseason: Modular NN but without seasonal encoding

optuna_melt_modularNN_albedo: Modular NN with albedo as addtional input

climat_snmel_1990-2013_smoothed15: climatology of true surface melt values for 1990-2013 smoothed with a 15 days windows

auxiliardata: mask for basins, mask for zones, spatial and temporal sub-sampling used for training
DOI: 10.5281/zenodo.17913228
title: Output of Learning to melt: Emulating Greenland surface melt from a polar RCM with machine learning

description: This archive contains the output data of the paper "Learning to melt: Emulating Greenland surface melt from a polar RCM with machine learning" (in preparation).

 
description: The associated code is available at https://github.com/eschlager/MeltEmulation (under the MIT License).
description: modularNN: predicted surface melt for 1990-2016 using best trained model with Modular NN configuration.

All tuned models and results on validation set:



optuna_melt_regression: Regression NN, best model trial_0

optuna_melt_shorttermNN: Short-term NN, best model trial_28

optuna_melt_modularNN: Modular NN, best model trial_21

optuna_melt_autoreg1: Autoreg NN, best model (at inference) trial_18

optuna_melt_modularNN_multitarget: Albedo NN with loss weights being tuned

optuna_melt_modularNN_multitarget_trainable: Albedo NN with trainable loss weights, best model trial_23



optuna_melt_modularNN_noseason: Modular NN but without seasonal encoding

optuna_melt_modularNN_albedo: Modular NN with albedo as addtional input

climat_snmel_1990-2013_smoothed15: climatology of true surface melt values for 1990-2013 smoothed with a 15 days windows

auxiliardata: mask for basins, mask for zones, spatial and temporal sub-sampling used for training
DOI: 10.5281/zenodo.18115998
title: cyphomyrus_psittacus_spades_01.fasta.gz
DOI: 10.5281/zenodo.18115999
title: cyphomyrus_psittacus_spades_01.fasta.gz
DOI: 10.5281/zenodo.18115988
title: cordia_gerascanthus_spades_01.fasta.gz
DOI: 10.5281/zenodo.18115987
title: cordia_gerascanthus_spades_01.fasta.gz
DOI: 10.5281/zenodo.18115989
title: مقایسٔه فضای اطراف دو جرم هم ارز روشن و خاموش

description: این سند به بررسی و مقایسٔه فضای خمیده ایجاد شده توسط دو جرم هم ارز با جرم و شعاع یکسان میپردازد که یکی از آنها "روشن" مانند یک ستاره سیاه چاله با تشعشع( و دیگری "خاموش" )مانند یک سیاره یا سیاهچالٔه غیرتابان( در نظر گرفته میشود. تمرکز اصلی بر ٔ تفاوتهای فضایی-زمانی است که از منظر چارچوب نسبیت عام و چارچوب نظریه(سی آر وی دی) )قابل مشاهده است. این مقایسه شامل تعاریف، فرمولهای ریاضی مرتبط با تانسور متریک، و پیامدهای فیزیکی قابل تمایز خواهد بود.
DOI: 10.5281/zenodo.18115990
title: مقایسٔه فضای اطراف دو جرم هم ارز روشن و خاموش

description: این سند به بررسی و مقایسٔه فضای خمیده ایجاد شده توسط دو جرم هم ارز با جرم و شعاع یکسان میپردازد که یکی از آنها "روشن" مانند یک ستاره سیاه چاله با تشعشع( و دیگری "خاموش" )مانند یک سیاره یا سیاهچالٔه غیرتابان( در نظر گرفته میشود. تمرکز اصلی بر ٔ تفاوتهای فضایی-زمانی است که از منظر چارچوب نسبیت عام و چارچوب نظریه(سی آر وی دی) )قابل مشاهده است. این مقایسه شامل تعاریف، فرمولهای ریاضی مرتبط با تانسور متریک، و پیامدهای فیزیکی قابل تمایز خواهد بود.
DOI: 10.34740/kaggle/dsv/14363195
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18116039
title: Medical Insurance
DOI: 10.5281/zenodo.18116040
title: Medical Insurance
DOI: 10.6084/m9.figshare.30984283
title: Rain Inducted Landslide Data

description: A rain-induced landslide repository
DOI: 10.6084/m9.figshare.30984283.v2
title: Rain Inducted Landslide Data

description: A rain-induced landslide repository
DOI: 10.6084/m9.figshare.30984283.v1
title: Rain Inducted Landslide Data

description: A rain-induced landslide repository
DOI: 10.5281/zenodo.18116041
title: diospyros_yatesiana_spades_01.fasta.gz
DOI: 10.5281/zenodo.18116042
title: diospyros_yatesiana_spades_01.fasta.gz
DOI: 10.5281/zenodo.18116037
title: Comparative Analysis of Spacetime Around Equal-Mass Luminous and Dark Objects in CRVD

description: This document provides a comparative analysis of the spacetime surrounding two astrophysical objects with identical mass and radius—one luminous (e.g., an active star) and one non-luminous (e.g., a cold planet)—from the perspectives of General Relativity (GR) and Contextual Reactive Volume Dynamics (CRVD).
DOI: 10.5281/zenodo.18116038
title: Comparative Analysis of Spacetime Around Equal-Mass Luminous and Dark Objects in CRVD

description: This document provides a comparative analysis of the spacetime surrounding two astrophysical objects with identical mass and radius—one luminous (e.g., an active star) and one non-luminous (e.g., a cold planet)—from the perspectives of General Relativity (GR) and Contextual Reactive Volume Dynamics (CRVD).
DOI: 10.6084/m9.figshare.30984295
title: Influence of Training and Work Environment on Midwives’ Capacity to Deliver Bereavement Support

description: The research is about the influence of bereavement training, professional experience, and work environment on midwives’ bereavement support behaviors, and explored the mediating role of attitudinal factors.
DOI: 10.6084/m9.figshare.30984295.v1
title: Influence of Training and Work Environment on Midwives’ Capacity to Deliver Bereavement Support

description: The research is about the influence of bereavement training, professional experience, and work environment on midwives’ bereavement support behaviors, and explored the mediating role of attitudinal factors.
DOI: 10.5281/zenodo.18116069
title: dendropsophus_marmoratus_spades_01.fasta.gz
DOI: 10.5281/zenodo.18116070
title: dendropsophus_marmoratus_spades_01.fasta.gz
DOI: 10.15468/dl.tc6jg7
title: Occurrence Download

description: A dataset listing the 2445252 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Animalia"
 ]
}

 The dataset's 2445252 records were derived from 67223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070307-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18116065
title: شواهد رصدی انرژی تاریک در چارچوب سی آر وی دی

description: این سند به‌طور اختصاصی به مستندسازی شواهد رصدی سازگار با چارچوب  سی آر وی دی ( چارچوب فضا–واکنشی) میپردازد و نشان میدهد که دادههای مشاهده ای فعلی با مدل انرژی تاریک ثابت $\Lambda$ در $\CDM$Lambda سازگار نیستند
DOI: 10.5281/zenodo.18116066
title: شواهد رصدی انرژی تاریک در چارچوب سی آر وی دی

description: این سند به‌طور اختصاصی به مستندسازی شواهد رصدی سازگار با چارچوب  سی آر وی دی ( چارچوب فضا–واکنشی) میپردازد و نشان میدهد که دادههای مشاهده ای فعلی با مدل انرژی تاریک ثابت $\Lambda$ در $\CDM$Lambda سازگار نیستند
DOI: 10.13012/b2idb-8326901_v1
title: Data for "Environmental DNA metabarcoding for monitoring fish biodiversity in remote lakes"

description: This dataset contains the data related to Chapter 2 of Iacaruso, N. (2026) "EVALUATING ENVIRONMENTAL DNA AS AN EARLY DETECTION METHOD FOR AQUATIC INVASIVE SPECIES". Doctoral Dissertation. University of Illinois Urbana-Champaign. This chapter will also be represented in Iacaruso et al. (2025) "Environmental DNA metabarcoding for monitoring fish biodiversity in remote lakes". North American Journal of Fisheries Management. (Forthcoming). The files contain the eDNA metabarcoding sequences from sampling Isle Royale lakes in 2021 and 2022, species read counts for each eDNA sample, and other information collected at each site.
DOI: 10.5281/zenodo.18116109
title: Observational Evidence for CRVD Dark Energy

description: This paper compiles and synthesizes existing observational phenomena that present significant challenges or outright contradictions to the standard $ \Lambda$ Cold Dark Matter ($\Lambda$CDM) model, particularly concerning the nature of dark energy.
DOI: 10.5281/zenodo.18116110
title: Observational Evidence for CRVD Dark Energy

description: This paper compiles and synthesizes existing observational phenomena that present significant challenges or outright contradictions to the standard $ \Lambda$ Cold Dark Matter ($\Lambda$CDM) model, particularly concerning the nature of dark energy.
DOI: 10.15468/dl.d2zmae
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UTEP Zoo (Arctos)"
 ]
}

 The dataset includes 151 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070309-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugz8k6
title: Occurrence Download

description: A dataset containing 12955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.30918 45.63947,7.28456 45.91427,7.01223 45.92132,6.87607 45.84166,6.80799 45.82753,6.80509 45.70425,6.93981 45.64048,7.02382 45.6263,7.23386 45.62529,7.30918 45.63947))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (June, July)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera",
 "Year 2010-2026"
 ]
}

 The dataset includes 12955 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070310-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnsmuu
title: Occurrence Download

description: A dataset containing 714 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is 1989 Onwards, Previously Occupied Swift Nests, UK "
 ]
}

 The dataset includes 714 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070311-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2mzc88
title: CCDC 2442250: Experimental Crystal Structure Determination

description: Related Article: Emilia R. Serrano, Pedro M. David Gara, Juan J. Martínez Medina, Filippo Prencipe, Oscar E. Piro, Gustavo A. Echeverría, Gabriela Petroselli, Tatiana Da Ros, Gustavo T. Ruiz|2025|J.Inorg.Biochem.|276|113178|doi:10.1016/j.jinorgbio.2025.113178
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.