cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/zgj-yja-2hk
title: Chamaenerion angustifolium subsp. angustifolium

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0qh-gca-zfw
title: Jurinea mollis (L.) Rchb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p1p-q7p-5vy
title: Centaurea scabiosa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rv3-xvc-1te
title: Lamium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nfy-y0s-zf9
title: Scorpiurus muricatus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y13-59e-5wg
title: Stipa holosericea Trin.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7tn-cr3-859
title: Tragopogon L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/efr-5sq-etm
title: Papaver L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1rm-27m-0jy
title: Lotus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hxd-lnj-5ft
title: Tragopogon buphthalmoides (DC.) Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5s9-j9c-qk8
title: Rhamnus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xky-8j9-kkf
title: Linaria Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0mw-1me-yp2
title: Oxalis corniculata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m5q-3t8-8zt
title: Astragalus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q8a-1jx-drs
title: Cota tinctoria subsp. tinctoria

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0yh-x64-zsa
title: Campanula trachelium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nb2-n8l-a5f
title: Calicotome villosa (Poir.) Link

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0y5-9mx-ycf
title: Pedicularis caucasica M. Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v3a-7mm-0db
title: Pyrus communis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0px-yjm-85k
title: Salix fragilis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/thr-0dh-jfj
title: Astragalus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4qp-jkk-bta
title: Lathyrus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bvp-d3v-67y
title: Salix fragilis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lj7-fcl-a4z
title: Astragalus asterias Steven

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.7274/29566094
title: Predicting and Characterizing the Guiding Principles of pH Sensitive Proteins

description: Intracellular pH (pHi) dynamics regulates various cell processes including cytoskeletal remodeling, growth, and metabolism. While these pH dependent behaviors have been well-characterized, little is known about the pH-sensing proteins (pH sensors) involved in these processes. A few cytoplasmic pH sensing-proteins have been identified, most of which have a key histidine conferring the pH-driven activity. However, in distinct protein microenvironments, the R group of Arginine, Lysine, Glutamate, Aspartate, Tyrosine, and Cysteine can have upshifted or downshifted pKas enabling titration within the physiological pH range. The potential role of these non-histidine residues in driving pH-dependent activity of cytoplasmic proteins is comparatively unexplored, even though their tunable pKa values suggest they could function as biologically important pH sensors beyond histidine. There is therefore a need to expand our understanding of pH sensitive protein allostery beyond the histidine-centric model uncovering new types of molecular pH switches and highlighting their roles in cellular regulation. 
The work described in this thesis demonstrates that pH sensing can also emerge from networks of ionizable residues that act cooperatively to confer sensitivity within the physiological pH range. We developed a structure-based bioinformatics pipeline, integrated with PROPKA3, to identify such networks by analyzing the spatial clustering of ionizable residues across conformational ensembles. Applying this pipeline to diverse panel of signaling proteins, including phosphatases (SHP2), kinases (Src), transcription factors (STAT3/5) and small G-proteins (RAN), revealed residue clusters that mediate distinct pH-sensitive activities, which we validated using constant pH molecular dynamics simulations, biochemical assays, and live-cell analyses. Collectively, this body of work expands our understanding of cytosolic pH sensing by uncovering alternative mechanisms beyond the well-established histidine-based switches. Future work will expand on the identified transcription factors (STAT proteins) with careful characterization of the predicted molecular mechanisms involved in their pH regulation.
DOI: 10.3535/1ew-h76-vwh
title: Galium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z4n-htg-3m9
title: Marrubium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.7274/29566094.v1
title: Predicting and Characterizing the Guiding Principles of pH Sensitive Proteins

description: Intracellular pH (pHi) dynamics regulates various cell processes including cytoskeletal remodeling, growth, and metabolism. While these pH dependent behaviors have been well-characterized, little is known about the pH-sensing proteins (pH sensors) involved in these processes. A few cytoplasmic pH sensing-proteins have been identified, most of which have a key histidine conferring the pH-driven activity. However, in distinct protein microenvironments, the R group of Arginine, Lysine, Glutamate, Aspartate, Tyrosine, and Cysteine can have upshifted or downshifted pKas enabling titration within the physiological pH range. The potential role of these non-histidine residues in driving pH-dependent activity of cytoplasmic proteins is comparatively unexplored, even though their tunable pKa values suggest they could function as biologically important pH sensors beyond histidine. There is therefore a need to expand our understanding of pH sensitive protein allostery beyond the histidine-centric model uncovering new types of molecular pH switches and highlighting their roles in cellular regulation. 
The work described in this thesis demonstrates that pH sensing can also emerge from networks of ionizable residues that act cooperatively to confer sensitivity within the physiological pH range. We developed a structure-based bioinformatics pipeline, integrated with PROPKA3, to identify such networks by analyzing the spatial clustering of ionizable residues across conformational ensembles. Applying this pipeline to diverse panel of signaling proteins, including phosphatases (SHP2), kinases (Src), transcription factors (STAT3/5) and small G-proteins (RAN), revealed residue clusters that mediate distinct pH-sensitive activities, which we validated using constant pH molecular dynamics simulations, biochemical assays, and live-cell analyses. Collectively, this body of work expands our understanding of cytosolic pH sensing by uncovering alternative mechanisms beyond the well-established histidine-based switches. Future work will expand on the identified transcription factors (STAT proteins) with careful characterization of the predicted molecular mechanisms involved in their pH regulation.
DOI: 10.3535/caj-fqp-p88
title: Tephroseris (Rchb.) Rchb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mbz-yd4-3c8
title: Vicia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8vx-2cd-q1b
title: Homogyne discolor (Jacq.) Cass.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w4m-jpf-4dq
title: Geranium sanguineum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hyf-mvc-5vl
title: Rhagadiolus Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s4k-06x-d1t
title: Genista fasselata Decne.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yf5-egw-gcz
title: Rumex crispus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e6a-1qv-dwh
title: Xeranthemum annuum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ev7-kxl-t40
title: Lotus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f5w-xcg-adh
title: Artemisia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mzg-nmc-l2e
title: Taraxacum Weber

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4q8-m0c-cc8
title: Crepis capillaris (L.) Wallr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w2k-eqw-gcm
title: Indeterminatae-dicot

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/v8wck7hhnr.2
title: Replication Package for: Investor Learning about Monetary-Policy Transmission and the Stock Market
DOI: 10.3535/ta3-68h-cqc
title: Calluna vulgaris (L.) Hull

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.vcvjyb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Phoenicopterus roseus)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061794-250717081556266/datasets/export for details.
DOI: 10.3535/573-pj8-p7d
title: Delphinium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ez5-8ez-xlr
title: Tanacetum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lqf-yne-6kz
title: Psephellus erivanensis subsp. erivanensis

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s9b-j76-yah
title: Leucanthemum vulgare Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sg9-dlp-m2x
title: Cuscuta europaea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/txd-1pl-923
title: Cirsium Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5065/aeqz-7e68
title: ICARUS Chamber Experiment: UCR-CECERT-APL-Cocker Group_20141126_Reference Fuel/NO_Hydroxyl radical_No Seed_EPA2002B - Candice

description: Goals: Reference fuel with NO and surrogate experiments with black light.Summary: Target: Reference fuel 200 uL + NO 50 ppb (both) + surrogate 2ppmC (A) INSTRUMENTS: SMPS, GC1, AMS, APM, SYFTOrganization: UCR-CECERT-APL-Cocker Group Lab Affiliation: University of California, Riverside, CE-CERT Chamber: EPA chamberExperiment Category: Photolysis, any phase, Aerosol formation, Aerosol aging, Blank/Control Oxidant: Hydroxyl radical Reactants: Reference Fuel, NO Reaction Type: Photooxidation Relative Humidity: 0.01 Temperature: 28 Pressure: 0.015'' H2O
DOI: 10.15468/dl.t5er9w
title: Occurrence Download

description: A dataset containing 68043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Phoenicopterus roseus)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 68043 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061758-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/k05-pay-ppx
title: Galium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kqs-44y-1ca
title: Potentilla clusiana Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ada-r4c-ghf
title: Erigeron L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dh8-yye-v9b
title: Thesium linophyllon L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v87-h1f-b3y
title: Melampyrum arvense L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w1d-j9f-nt3
title: Astrodaucus orientalis (L.) Drude

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/3wby28tkcp
title: Dataset on Bangladeshi Healthy and Unhealthy Vegetables

description: This dataset comprises 1,257 high-quality images of four types of vegetables: Malabar Spinach, Brinjal (Eggplant), Cauliflower, and Bean. Each vegetable class is further divided into two categories based on condition: Healthy and Unhealthy.

Structure:

Vegetables Dataset/
├── Malabar/
│ ├── Healthy/
│ └── Unhealthy/
├── Brinjal/
│ ├── Healthy/
│ └── Unhealthy/
├── Cauliflower/
│ ├── Healthy/
│ └── Unhealthy/
└── Bean/
 ├── Healthy/
 └── Unhealthy/
Data Collection Details:

Devices Used: iPhone 11 and Samsung Galaxy S21 FE

Collection Locations:

Ashulia, Karwan Bazar, Kathalbagan Bazar, Dhaka,Bangladesh.

The dataset was created to support image classification tasks for detecting the health status of vegetables, which can aid in agricultural quality control or automated market inspection systems.
DOI: 10.3535/0gc-ltr-6hv
title: Linaria simplex (Willd.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ad8-scx-ays
title: Urtica kioviensis Rogow.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mw2-5hh-c52
title: Tephroseris (Rchb.) Rchb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/3wby28tkcp.2
title: Dataset on Bangladeshi Healthy and Unhealthy Vegetables

description: This dataset comprises 1,257 high-quality images of four types of vegetables: Malabar Spinach, Brinjal (Eggplant), Cauliflower, and Bean. Each vegetable class is further divided into two categories based on condition: Healthy and Unhealthy.

Structure:

Vegetables Dataset/
├── Malabar/
│ ├── Healthy/
│ └── Unhealthy/
├── Brinjal/
│ ├── Healthy/
│ └── Unhealthy/
├── Cauliflower/
│ ├── Healthy/
│ └── Unhealthy/
└── Bean/
 ├── Healthy/
 └── Unhealthy/
Data Collection Details:

Devices Used: iPhone 11 and Samsung Galaxy S21 FE

Collection Locations:

Ashulia, Karwan Bazar, Kathalbagan Bazar, Dhaka,Bangladesh.

The dataset was created to support image classification tasks for detecting the health status of vegetables, which can aid in agricultural quality control or automated market inspection systems.
DOI: 10.3535/aj3-58k-6eh
title: Potentilla L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mh4-e1e-01t
title: Rhagadiolus Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/59w-qxm-knt
title: Heracleum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/haz-4yp-wpt
title: Sorbus aucuparia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8ah-dk7-zzc
title: Nigella damascena L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k9b-017-f9f
title: Phleum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/zkzghjvpn2
title: Dataset of Personal Protective Equipment (PPE)

description: Designed for industrial safety applications, this dataset provides high-quality, well-annotated data focusing on the detection of Personal Protective Equipment (PPE) and is particularly suitable for the training and application of computer vision models. The dataset contains 2,286 images of 640×640 pixels and focuses on the detection of PPE, such as the wearing of helmets and reflective undershirts. The data comes from a variety of sources, including public platforms such as GitHub, Kaggle, and Roboflow, as well as real-life photographs from different scenarios, to ensure that the data is diverse and can be adapted to a variety of scenarios and applications.
The dataset is labeled and categorized according to the official YOLO specification, and the data can be directly applied to mainstream object detection frameworks such as YOLOv8 and YOLOv11, making it an important resource for researchers, developers, and practitioners. This dataset can be used to improve industrial safety monitoring systems and enhance construction site safety.
DOI: 10.3535/4bq-61e-qkx
title: Indeterminatae-dicot

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yg7-6yy-re1
title: Cyperus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/zkzghjvpn2.6
title: Dataset of Personal Protective Equipment (PPE)

description: Designed for industrial safety applications, this dataset provides high-quality, well-annotated data focusing on the detection of Personal Protective Equipment (PPE) and is particularly suitable for the training and application of computer vision models. The dataset contains 2,286 images of 640×640 pixels and focuses on the detection of PPE, such as the wearing of helmets and reflective undershirts. The data comes from a variety of sources, including public platforms such as GitHub, Kaggle, and Roboflow, as well as real-life photographs from different scenarios, to ensure that the data is diverse and can be adapted to a variety of scenarios and applications.
The dataset is labeled and categorized according to the official YOLO specification, and the data can be directly applied to mainstream object detection frameworks such as YOLOv8 and YOLOv11, making it an important resource for researchers, developers, and practitioners. This dataset can be used to improve industrial safety monitoring systems and enhance construction site safety.
DOI: 10.3535/rf7-ha1-27y
title: Crepis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x06-wse-kqb
title: Datisca cannabina L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/21w-6v1-zba
title: Melampyrum pratense L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j13-7ev-m7x
title: Thalictrum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ezn-xs4-hjq
title: Linaria reflexa (L.) Desf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yj0-2fj-7vx
title: Myosurus minimus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ya7-8q5-ygy
title: Veronica urticifolia Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9be-sbr-5j6
title: Herniaria L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/snj-3t0-2db
title: Herniaria L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/661-94m-ltq
title: Erysimum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9ry-qjv-3b8
title: Astragalus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d7z-3bd-t21
title: Trifolium Tourn. ex L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j0m-v3z-hhx
title: Cotoneaster tomentosus (Aiton) Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5hz-qve-meb
title: Crepis capillaris (L.) Wallr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/02z-4gz-dmz
title: Lysimachia vulgaris L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e7e-e8z-wrw
title: Vicia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1jk-sqk-f6z
title: Silene L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a1z-8zm-0pe
title: Coronilla varia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cfb-xkn-n6b
title: Campanula alpina Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ldf-6fb-x99
title: Hypericum tetrapterum Fr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hhk-skg-fj3
title: Dipsacus strigosus Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jy0-7tj-f40
title: Primula veris L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vfj-t02-zht
title: Inula L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tln-877-q8h
title: Achillea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ts6-5ew-yf9
title: Allium cardiostemon Fisch. & C.A.Mey.

description: Digital Specimen for the physical specimen hosted at University of Graz.